Machine Learning (inc. Deep Learning) JOBS

xR Engineer【AR/VR/MR】
Company
A growing venture business whose mission is to automate the maintenance of social infrastructure by robotics and AI. Prioritize fee charging in subscription model with end user or license model with distributor, and avoid dead-end PoC. Their scope of solution provision is overall infra maintenance, not limited to drone service, which enables broader market access than their competitors. Founded in: October 2015 Number of employees: 71 Capital: 149 million yen
Location
Minato-ku, Tokyo

Company

A growing venture business whose mission is to automate the maintenance of social infrastructure by robotics and AI. Prioritize fee charging in subscription model with end user or license model with distributor, and avoid dead-end PoC. Their scope of solution provision is overall infra maintenance, not limited to drone service, which enables broader market access than their competitors. Founded in: October 2015 Number of employees: 71 Capital: 149 million yen

Location

Minato-ku, Tokyo

Job Description

◆Your role: You will be engaged in service development using xR (AR / VR / MR) and AI technology, to achieve digital transformation (DX) of social and industrial infrastructure. XR technology is becoming common as devices like smart phone, smart glasses spread wide. However its application in enterprise context is not progressing as much. The hiring company has the perspective of social and industrial infra DX, and is working to bring about reformation of business process in heavy industries by XR-and-AI-driven service. To achieve this goal, you will be planning, implementing, testing and operating the service in cooperation with Project Manager. - To consider the overall picture of the xR-based service with the PM and verify technical feasibility - To plan and execute requirement definition, design, implementation and test of the service - To obtain feedback through service operation and further improve it ◆Clients: Facility maintenance / security management dept. of large enterprise (power / oil, coal / steel / transportation / construction / telecom etc.), local government, police, fire dept. ◆Business area: - Facility inspection Inspection of social infra / large factory / plant etc. owned by large enterprise or local government - Disaster countermeasure Rapid check of evacuation status and evacuation PR in the event of large-scale disaster without human operation - Security surveillance 24-hour security of wide area in factory / warehouse / harbour - Site management Process automation and advanced information management towards the efficiency improvement of construction site ◆Background of hiring: Hiring company has been working on digital transformation of social and industrial infrastructure, and is starting to develop xR-and-AI-based solution as a new initiative. They are looking for someone to cooperate with project manager and cover the technical side of the new solution development, from planning to implementation to testing to operation.

Requirement

Must have: 3+ years' experience developing product or service using either of the following: - AR / VR / MR - Unity, C#, C++ Nice to have: - Experience related to self position estimation / environment map making such as SLAM - Experience in 3D point cloud processing or VPS (visual positioning service) development - Skills related to OpenCV, OpenSfM - Development skill in deep learning using TensorFlow, PyTorch and so on - Experience as web engineer - Experience as a lead engineer or project lead in enterprise - Working experience in agile development including scrum Nice to have

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Remote Sensing Engineer【Ocean Data Service】
Company
A Japanese startup whose mission is to achieve sustainable aquaculture with technology. Services include: - Smart feeder: Reduces human operation for feeding as well as optimizes feeding amount - Measurement of fish body measurement, behavioral analysis of fish schools: Visualize fish status and enable asset value estimation, which will be available for data source for insurance - Marine data provision: Provides water temperature, oxygen, chlorophyll a, salt, wave height etc. by combining satellite data, other sensor data, and ocean model Year of foundation: 2016 Total fund raised: 1.22 billion yen Number of employees: 30+
Location
Shinagawa-ku, Tokyo

Company

A Japanese startup whose mission is to achieve sustainable aquaculture with technology. Services include: - Smart feeder: Reduces human operation for feeding as well as optimizes feeding amount - Measurement of fish body measurement, behavioral analysis of fish schools: Visualize fish status and enable asset value estimation, which will be available for data source for insurance - Marine data provision: Provides water temperature, oxygen, chlorophyll a, salt, wave height etc. by combining satellite data, other sensor data, and ocean model Year of foundation: 2016 Total fund raised: 1.22 billion yen Number of employees: 30+

Location

Shinagawa-ku, Tokyo

Job Description

The company currently provides a satellite-based ocean monitoring data service, to people involved in aquaculture. Key oceanographic information related to farming is made readily available on both web and mobile applications, helping producers to have a better overview of their production environments. Outside of the aquaculture industry, they are also conducting R&D in collaboration with the public sector for government projects at the local and national levels and with enterprise companies. [ General scope of work ] - Development and operation of the web and mobile application versions. - Development of a data infrastructure that can quickly generate data outputs from satellite data and monitoring buoys worldwide. The data created will be used for the ocean data service and other products. The aim is to design, build and operate a scalable infrastructure that can process long-term data at a global scale. - Create data outputs that could be used for public and private sector R&D projects to create solutions that address environmental and business-level challenges. These results may also be implemented into comoany's products in the future as new features and functions. [ Job Description ] - Research and development of analysis methods to solve customers' problems using ocean data - Development of new functions for the satellite data service for aquaculture - Development and operation of a data infrastructure to quickly provide users with global ocean data for analysis [ Development Environment ] - GIS: FOSS4G (QGIS, GDAL, OpenDroneMap) - Analysis: Jupyter Lab, Python (Rasterio, GDAL, GeoPandas) - Tools: GitHub, Slack, Notion, Zoom

Requirement

Basic Requirements: - Academic expertise in remote sensing (Master's or PhD) - Experience in developing software to analyze satellite / environmental data - Ability to communicate in Japanese or English Preferred Requirements (One or more of the below): - Experience in implementing web services - Experience in building/operating infrastructure on AWS - Experience developing software in an engineering team - Experience analyzing satellite data using machine learning The ideal candidate should: - have empathy for company’s mission and values - is motivated to develop services that handle satellite data and environmental data - is motivated to provide services to global customers - love nature and the ocean Business level required in either English or Japanese

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Machine Learning Engineer【Computer vision】
Company
A Japanese startup whose mission is to achieve sustainable aquaculture with technology. Services include: - Smart feeder: Reduces human operation for feeding as well as optimizes feeding amount - Measurement of fish body measurement, behavioral analysis of fish schools: Visualize fish status and enable asset value estimation, which will be available for data source for insurance - Marine data provision: Provides water temperature, oxygen, chlorophyll a, salt, wave height etc. by combining satellite data, other sensor data, and ocean model Year of foundation: 2016 Total fund raised: 1.22 billion yen Number of employees: 30+
Location
Shinagawa-ku, Tokyo

Company

A Japanese startup whose mission is to achieve sustainable aquaculture with technology. Services include: - Smart feeder: Reduces human operation for feeding as well as optimizes feeding amount - Measurement of fish body measurement, behavioral analysis of fish schools: Visualize fish status and enable asset value estimation, which will be available for data source for insurance - Marine data provision: Provides water temperature, oxygen, chlorophyll a, salt, wave height etc. by combining satellite data, other sensor data, and ocean model Year of foundation: 2016 Total fund raised: 1.22 billion yen Number of employees: 30+

Location

Shinagawa-ku, Tokyo

Job Description

The company has been collecting daily image/video data from our various IoT solutions deployed worldwide and using it to develop features using image processing and machine learning. These are then implemented into our products to solve real-world challenges aquaculture producers face daily. [ Scope of work ] - Development and operation of IoT products using machine learning. The candidate will be involved in developing functions using inference results from machine learning and tuning our products' performance for practical use. - Develop solutions they can implement in company's products to solve real-world industry problems using image/video data collected from our IoT products and field demonstration tests. The candidate may also be required to develop a methodology for data collection if the necessary data is unavailable. - Using the data collected from our IoT products, the candidate is expected to take part in creating solutions (and the base systems) to measure the performance, increase the accuracy of company's machine learning algorithms and update our products as required. [ Job Description ] - Development of algorithms to recognise and use videos to assess the behaviour of fish and other aquaculture species. - Recognition and estimation of objects used in aquaculture, such as fish, shrimp, and feed found in images - Development of functions/products that solve problems in aquaculture using image/video data collected by IoT products - Develop new functions for products using machine learning - Performance tuning of machine learning models running on IoT products and IoT products themselves [ Development Environment ] - Infrastructure: AWS, Docker - Machine learing infrastructure: AWS SageMaker - Image / Video processing: OpenCV, Pillow - Machine learing: TensorFlow, TensorFlow.js, PyTorch, scikit-learn - Tools: GitHub, Slack, Notion, Zoom

Requirement

Basic Requirements: - Academic expertise in computer vision (Master's or PhD) - Experience in research or product development related to computer vision using deep learning - Experience in software development using image/video - Ability to communicate in Japanese or English Preferred Requirements (One or more of the below): - Experience in keeping up with the latest technogies (both commercial and academic research) and being able to implement them. - Experience in performance tuning to run machine learning on products - Experience in software development/operation of products for real-world use The ideal candidate should: - have empathy for company’s mission and Values - be motivated to develop machine learning services for real-world usage beyond R&D purposes - be motivated to continuously improve products using daily accumulated data Business level required in either English or Japanese

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Machine Learning Engineer【MLOps】
Company
A Japanese startup whose mission is to achieve sustainable aquaculture with technology. Services include: - Smart feeder: Reduces human operation for feeding as well as optimizes feeding amount - Measurement of fish body measurement, behavioral analysis of fish schools: Visualize fish status and enable asset value estimation, which will be available for data source for insurance - Marine data provision: Provides water temperature, oxygen, chlorophyll a, salt, wave height etc. by combining satellite data, other sensor data, and ocean model Year of foundation: 2016 Total fund raised: 1.22 billion yen Number of employees: 30+
Location
Shinagawa-ku, Tokyo

Company

A Japanese startup whose mission is to achieve sustainable aquaculture with technology. Services include: - Smart feeder: Reduces human operation for feeding as well as optimizes feeding amount - Measurement of fish body measurement, behavioral analysis of fish schools: Visualize fish status and enable asset value estimation, which will be available for data source for insurance - Marine data provision: Provides water temperature, oxygen, chlorophyll a, salt, wave height etc. by combining satellite data, other sensor data, and ocean model Year of foundation: 2016 Total fund raised: 1.22 billion yen Number of employees: 30+

Location

Shinagawa-ku, Tokyo

Job Description

The company has been collecting daily image/video data from our various IoT solutions deployed worldwide and using it to develop features using image processing and machine learning. These are then implemented into our products to solve real-world challenges aquaculture producers face daily. [ Scope of work ] - Development and operation of IoT products using machine learning. The candidate will be involved in developing functions using inference results from machine learning and tuning our products' performance for practical use. - Develop solutions they can implement in company's products to solve real-world industry problems using image/video data collected from our IoT products and field demonstration tests. The candidate may also be required to develop a methodology for data collection if the necessary data is unavailable. - Using the data collected from our IoT products, the candidate is expected to take part in creating solutions (and the base systems) to measure the performance, increase the accuracy of company's machine learning algorithms and update our products as required. [ Job Description ] - Develop base systems to improve machine learning models using video/images acquired by IoT products - Continuously develop/operate the machine learning models and build a base system to apply them to IoT products - Develop new functions for products using machine learning - Performance tuning of machine learning models running on IoT products and IoT products themselves [ Development Environment ] - Infrastructure: AWS, Docker - Machine learing infrastructure: AWS SageMaker - Image / Video processing: OpenCV, Pillow - Machine learing: TensorFlow, TensorFlow.js, PyTorch, scikit-learn - Tools: GitHub, Slack, Notion, Zoom

Requirement

Basic Requirements: - Experience in developing/operating products using machine learning - Basic understanding of machine learning - Experience in back-end development/operation of web services - Experience in building/operating infrastructure on AWS - Experience developing software in a engineering team - Ability to communicate in Japanese or English Preferred Requirements (One or more of the below): - Academic expertise in machine learning (Master's or PhD) - Experience in building an environment that can continuously update machine learning models for products offered to users - Experience in developing/operating base systems to process large-scale data sets The ideal candidate should: - have empathy for company’s mission and Values - be motivated to develop machine learning services for real-world usage beyond R&D purposes - be motivated to continuously improve products using daily accumulated data Business level required in either English or Japanese

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Adv Dev of Image Signal Processing【Next-Gen EdgeAI Sensing Technology】
Company
Major Japanese semiconductor maker
Location
Osaka-shi, Osaka

Company

Major Japanese semiconductor maker

Location

Osaka-shi, Osaka

Job Description

To launch the EdgeAI business, we are working with overseas companies to develop next-generation sensing technology that incorporates AI technology into Computational Photography technology, which is a fusion of optics and signal processing, by utilizing the advanced sensor technology of the hiring company. In order to materialize the new product, we will start from building a collaborative system with overseas companies and related departments within the company. You will be able to gain experience in launching a new business area from scratch. In addition, you can acquire knowledge of the latest technology in a wide range of technical fields to realize next-generation sensing technology.

Requirement

■Required ・More than 3 years of practical experience in image signal processing development such as computer vision and camera signal processing ・C or C++ implementation ■ Preferable ・Implementations using languages ​​such as Python/Matlab ・Knowledge about image sensors or optics​ TOEIC 700+ Mandatory: Ability to understand technical documents in English and have the ability to communicate in English via e-mail, as overseas collaboration is a prerequisite Prefered: English conversational ability for technical communication in order to respond to overseas development bases and collaboration with other companies

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Adv Dev of Image Signal Processing【Next-Generation EdgeAI Sensing Technology】
Company
Major Japanese semiconductor maker
Location
Fukuoka-shi, Fukuoka-ken

Company

Major Japanese semiconductor maker

Location

Fukuoka-shi, Fukuoka-ken

Job Description

You will be responsible for the development of signal processing algorithms to realize sensing solution technology for new businesses, along with the development of optimal sensing data acquisition means using sensor technology and optical technology that are the strengths of the company. Using multi-wavelength sensing, new sensing devices, or discontinuous computational imaging sensing technology, you will develop signal processing algorithms and sensing solution technology. Under the theme of advanced development of simulation technology for providing AI model development using image sensors, you will promote collaboration with overseas companies and universities in order to realize the next-generation imaging technology. It is necessary to comprehensively handle optical systems, sensor devices, signal processing, and AI technology. You will lead the development of advanced technology while handling a wide range of related technologies, centering on your expertise in image signal processing.

Requirement

■Required ・More than 3 years of practical experience in image signal processing development such as computer vision and camera signal processing ・C or C++ implementation ■ Preferable ・Implementations using languages ​​such as Python/Matlab ・Knowledge about image sensors or optics​ Required: ・TOEIC score of 600 or higher ・Comfortable with reading technical documents in English​ ・Those who have English conversational skills able to conduct technical communications can also work with overseas development bases and other companies.

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AI/SW Engineer【Camera Object Recognition/AF】
Company
Major Japanese electronics company
Location
Yokohama-shi, Kanagawa-ken

Company

Major Japanese electronics company

Location

Yokohama-shi, Kanagawa-ken

Job Description

In delivering the evolution of video expression to creators, we are developing camera object recognition and autofocus functions that utilize AI and image processing technology. ・Software development for object recognition and tracking functions using AI/image processing ・Software development of autofocus function using object recognition/tracking function ・HW IP control software development for AI/image processing An opportunity to not only has experience in developing AI, image processing, and autofocus functions, but also proactively takes on the challenge of proposing new functions through discussions and requirement analysis with professional photographers and videographers. In the future, there will be many opportunities to expand the scope of your career by involving in the development of various products within the Group, such as robotics and medical device, making use of your experience in AI/image processing and software development.

Requirement

■Required ・More than 3 years of embedded software development experience using C/C++ ・Real-time programming experience on Linux/RTOS ■Prefered ・More than 2 years of experience in implementing image processing, signal processing, and sequence control ・Knowledge of camera ・Over 2 years experience in software development ・Knowledge of Machine Learning (Deep Learning), 1 year+ experience in developing functions using Machine Learning Prefer TOEIC 600+

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AI & ML Technology Advanced Development
Company
Major Japanese electronics company
Location
Shinagawa-ku, Tokyo

Company

Major Japanese electronics company

Location

Shinagawa-ku, Tokyo

Job Description

The team is in charge of advanced software development for company's home entertainment products, various network services and applications, among which mainly the technology / application development utilizing AI / machine learning. They do not only improve existing product or service, but also develop technology that is core to user experience in coordination with domestic and overseas parties, or propose application through prototype. Responsibility: - AI / ML technology development (image / audio processing and other) * Task under charge may be assigned according to your expertise from wide range related to DL / ML, such as proprietary model development, migration to edge, accuracy / performance evaluation. - Application development or prototype development utilizing the technology above - Advanced development of software technology for company's home entertainment product or service - (In case of leader role) Proposal of technology strategy and project plan in advanced technology development

Requirement

Must have 2 or more of the following: - 3+ years' experience of software development - Software development skill in C/C++, Python, Java/Kotlin - Experience in model development by Deep Learning Nice to have: - Experience implementing optimization on edge device with deep learning, machine learning algorithm - Fundamental knowledge in image / audio signal processing - Ability to understand English document such as academic paper - Ability to respond in brief sentence - Ability to cope with email, video meeting etc. - TOEIC 600+ preferred

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Algorithm Development【Cloud Service for Video Creators】
Company
Major Japanese electronics company
Location
Yokohama-shi, Kanagawa-ken

Company

Major Japanese electronics company

Location

Yokohama-shi, Kanagawa-ken

Job Description

Hiring company provides B2B / B2C system service for various users who use video - amateur and professional camera photographer, broadcasting station, video maker for sports or other event, movie making with VFX, metaverse realization. You will be developing algorithm for AI, 3D CG, and image processing which are the core of this B2B / B2C service. Moreover, we prefer someone who can lead the development of system software utilizing the algorithm, and overall solution design and development in the future.

Requirement

Must have either of the following: - Knowledge about camera and imaging device - Knowledge about / design and development experience of AI (deep learning) - Knowledge about / design and development experience of 3D CG - Knowledge about / design and development experience of image processing TOEIC 700+ Ability to discuss with foreign engineers Ability to gather information from papers and lectures in English

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【Robotic Automation】Perception Engineer
Company
A startup aiming to utilize robot in new field such as retail industry by automated manipulation and remote control. Their robots are in service at multiple konbini stores and about to enter serial production and deployment. Year of foundation: 2017 Number of employees: 40+ Total fund raised: more than 1 billion yen
Location
Chuo-ku, Tokyo

Company

A startup aiming to utilize robot in new field such as retail industry by automated manipulation and remote control. Their robots are in service at multiple konbini stores and about to enter serial production and deployment. Year of foundation: 2017 Number of employees: 40+ Total fund raised: more than 1 billion yen

Location

Chuo-ku, Tokyo

Job Description

This role focuses on the automation of custom-made manipulators, aiming to automate convenience store and logistics operations without human intervention to a high success rate, by developing perception modules. Our main focus is to productize the world’s first robot and its perception system to be integrated into the convenience store, logistics and so on. We use a variety of technologies to achieve our goals, from traditional (e.g. computer vision, machine learning) to state-of-the-art (deep learning, reinforcement learning) and expect you to have a similar mindset. Teamwork, flexibility, and quick learning are key soft skills as well. - Contribute to the development of an automation system using custom hardware, by developing sophisticated software engineering to do perception, with Deep learning, OpenCV, ROS and so on. - Leverage Python and C++, develop a custom perception software towards the automation solution. - Work with other automation engineers and achieve goals set by CxOs . - Architect the solution with the team, and deploy fast. - Break up vague goals into concrete steps and manage your own timeline to achieve company goals. - Collect data, analyze results, and continuously improve algorithms quantitatively.

Requirement

Requirement: - Productization experience - Complex problem solving skills - Careful issue monitoring / debugging skills - Strong experience in implementing complex hardware / software combined system with ROS or equivalent. - Experience in fields such as computer vision, 3d computer vision, machine learning, and deep learning, as well as experience of implementing state-of-the-art methods from scratch. - Proficiency in modern Python and C++ (over C++14), along with software architecting skills. - Experience in linear algebra and 3D perception or equivalent (such as computer graphics) - Strong experience in deep learning applications (keypoint detection, grasp estimation, 3d reconstruction etc) for real product application -- using pytorch, tensorflow, caffe, etc - Experience in network / performance optimization -- network layer optimization -- TensorRT / TorchScript etc - Knowledge about camera calibration / hand-eye calibration. - Engineering experiences with one or more of the following -- Filtering (Kalman Filter, Particle Filter, MeanShift etc) -- network communication (pub/sub, req/rep, etc) -- Domain randomization using OpenGL, Unity, Unreal Engine, Blender etc Preferred Skills: - Research experience in CV / AI and related robotics field (CVPR / ICCV / ECCV / ICRA / IROS) - Working with custom made manipulators - Work experience in startups - Experience working with manipulators - Experience in motion planning, collision avoidance, and path following of robots - Work experience with game engines such as Unity, Unreal Engine Business level

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AI Engineer at Japanese IT Servicer
Company
A Japanese independent IT service provider. Deliver IT solutions such as control system for manufacturing / inspection, business application for enterprise etc. Increasing AI projects in recent years e.g. image analysis for manufacturing / medical industries, robot's perception / control, data analytics. The company started focusing in high-speed computation with GPU and founded a dedicated team in 2013. The team recruited engineers with math skill, which enabled early adaptation to deep learning boom. Year of foundation: 1991 Capital: approx. 20 million yen Number of employees: 160
Location
Shinjuku-ku, Tokyo

Company

A Japanese independent IT service provider. Deliver IT solutions such as control system for manufacturing / inspection, business application for enterprise etc. Increasing AI projects in recent years e.g. image analysis for manufacturing / medical industries, robot's perception / control, data analytics. The company started focusing in high-speed computation with GPU and founded a dedicated team in 2013. The team recruited engineers with math skill, which enabled early adaptation to deep learning boom. Year of foundation: 1991 Capital: approx. 20 million yen Number of employees: 160

Location

Shinjuku-ku, Tokyo

Job Description

You will be engaged in R&D or product / service development related to AI, machine learning, 3D data or SLAM. Client industry includes manufacturing, construction, infrastructure, healthcare and others. We have positions from technical-sales-oriented role with focus on requirement definition, to R&D-like role. Joint research with university is also going on. We look forward to meeting a candidate with strong inquisitive mind.

Requirement

Development experience in either of the following: AI, machine learning, 3D data, SLAM Nice to have

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AI Engineer at Data Security Startup
Company
A startup providing secret-calculation-based data security and AI architecture design technology. Owns unique strength such as inter-business data linkage while keeping data secret. Year of foundation: 2016 Capital: JPY 100M Workforces: approx. 20
Location
Shibuya-ku, Tokyo

Company

A startup providing secret-calculation-based data security and AI architecture design technology. Owns unique strength such as inter-business data linkage while keeping data secret. Year of foundation: 2016 Capital: JPY 100M Workforces: approx. 20

Location

Shibuya-ku, Tokyo

Job Description

You will be in charge of AI-related contract projects and AI-related in-house product development and maintenance. - Project-based AI development and maintenance - Planning, development and maintenance of in-house AI products We will entrust you with the work related to the above project according to your ability. - Formulation of project plan: Examination of purpose, development system, unraveling man-hours and cost calculation, personnel planning, schedule, quality target, development environment (including security)) - Project member management: Assignment, placement, and management of development members from the perspective of efficiency and security - Project management and evaluation: Development / operation, progress / cost / quality control conscious of compliance with laws and regulations - Contract and management execution with partner companies - Research on related technologies - Implementation verification from the original paper Development language: Python / C ++ / Java Other: Kubernetes / Docker / GitLab

Requirement

Required skills / experience: - Those who have completed the master's program at the Graduate School of Science or above or have equivalent abilities - Those who have research achievements at research institutes Welcome knowledge field: - Deep Learning, (LSTM, CNN, etc.) - Statistical machine learning (Bayesian statistics, linear / non-linear regression model, Markov) - Natural language processing (morphological analysis, etc.) - Big Data processing infrastructure design development (Google Cloud Platform, big data processing infrastructure design on AWS) Welcome skills / experience: - Data analysis technology such as data mining and statistical analysis - Statistical machine learning, AI technology such as deep learning (LSTM, CNN, etc.), natural language processing technology Daily conversational level or higher

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AI Project Manager at Data Security Startup
Company
A startup providing secret-calculation-based data security and AI architecture design technology. Owns unique strength such as inter-business data linkage while keeping data secret. Year of foundation: 2016 Capital: JPY 100M Workforces: approx. 20
Location
Shibuya-ku, Tokyo

Company

A startup providing secret-calculation-based data security and AI architecture design technology. Owns unique strength such as inter-business data linkage while keeping data secret. Year of foundation: 2016 Capital: JPY 100M Workforces: approx. 20

Location

Shibuya-ku, Tokyo

Job Description

- Management in general of multiple engineering teams - Improvement of engineering organization and business process - Collaboration with software / ML engineers from within and outside Japan

Requirement

Mandatory skill / experience: - More than 2 years' experience leading project - Experience in end-to-end system development from requirement definition to implementation - Experience managing development resources (budget, progress, issue, quality) - Knowledge and experience about software development methodologies - Ability to communicate with customers in Japanese - Vitality to maintain high performance while learning Preferred skill / experience: - Significant success experience in project execution - Experience developing software on cloud platform - Knowledge in AI, ML, and math - Experience designing ML algorithm - Business level communication in English Daily conversational level or higher

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【Remote Control of Construction Machines】Robot SW Engineer【Autonomous Driving】
Company
A university-launched startup aiming at DX (digital transformation) and automation of construction sites. The main services are following : - Provision of a real-time control system for construction machine in distant location - Provision of collaborative unmanned construction machine We will promote the DX of the construction and its machinery, by making full use of the cutting-edge IoT technology.
Location
Bunkyo-ku, Tokyo

Company

A university-launched startup aiming at DX (digital transformation) and automation of construction sites. The main services are following : - Provision of a real-time control system for construction machine in distant location - Provision of collaborative unmanned construction machine We will promote the DX of the construction and its machinery, by making full use of the cutting-edge IoT technology.

Location

Bunkyo-ku, Tokyo

Job Description

You will be in charge of advanced development of the company's own products, which are remote control machines and autonomous driving machines which can be attached to existing construction machines. You will be mainly responsible for the development of advanced technologies for automation and will be required to discover customer needs and problems in the industry, and develop technologies to solve them. In those processes, you will often work on unsolved issues. Thus, a certain level of academic background is required, mainly in motion planning, navigation, SLAM, or perception technology. Since the demanded skills are broad, we are looking for people who are taking concrete actions to improve their skills, such as commitment to OSS or dissemination of technical information. Specific tasks will be determined flexibly and optimally through discussion, depending on your skills, aptitude, and career objective. ◆Tasks include: - Development of advanced technologies for autonomous software (motion planning, task planning, SLAM, navigation, perception) - Technology integration using ROS/ROS2 - Software stabilization with CI/CD ◆Technology stack: Ubuntu 20.04 / Python 3 / C++ / ROS1 / ROS2 / AWS / Tornado / React /MQTT / WebRTC / CAN-BUS

Requirement

Must have: - Implementation experience on robot - Academic knowledge in one or more of the following domains: robotics (motion planning, task planning, SLAM, navigation, perception), mathematics (optimization, topology, statistics), and physics (analytical mechanics) - Activeness in skill development, specifically in dissemination or development of OSS products. Nice to have: - Experience developing robots (including participation in robot contests, research, hobby, club activity for ROBOCON etc.) - Conference presentation / paper publication in relevant domain - Development experience on ROS/ROS2 - Development experience on Linux - Experience of CI/CD-based operation and development on Github - Experience developing products in robotics - Experience developing software of image recognition / statistical processing - Experience developing software of point cloud processing - Experience developing web application We love to work with you if you: - Wish to create unprecedented technologies and services with your skills - Wish to create robots that are truly useful to people - Respect other engineers - Have a certain physical strength (as there are works at the construction site) N.A.

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【Next-Gen Edge AI Sensing】Image Processing Algorithm Dev
Company
Japanese semicon maker holding top share in imaging sensor
Location
Shinagawa-ku, Tokyo

Company

Japanese semicon maker holding top share in imaging sensor

Location

Shinagawa-ku, Tokyo

Job Description

[ Mission as a team ] To fuse the optical and electrical evolution of stacked image sensor, which is the source of the company's competency, and conduct advance development and PoC for new products in imaging / sensing domain. [ Team's culture ] Members from wide range of technical background and ages are demonstrating different abilities toward technology development. The atmosphere eases frank conversation among members and managers. You can build career in wide scope from the root of technology development such as cooperation with academic or industrial partners overseas, to exit exploration into market in collaboration with business development members within the team. [ Responsibility ] You will be promoting alliance with industrial and academic partners overseas to facilitate the advance development of simulation technology towards AI model development utilizing image sensor. The mission takes overall approach that covers optics, sensor device, signal processing and AI technology. You are expected to lead advance technology development dealing with broad technical area with the axis on your expertise in image signal processing. [ Position ] Leader of a small team or senior member [ Possible career path ] You can gain experience of launching new business domain from zero as the project starts from alliance development with overseas organizations and relevant groups within the company group toward the new product realization. You can also lean cutting edge technology of wide range required to realize next-generation sensing technology.

Requirement

Mast have: - 3 years or more professional experience in image signal processing development - Implementation skill in languages such as C++, Python Nice to have: - Knowledge about image sensor or optics - Professional experience utilizing AI technology in image signal processing development Soft skills: - Will to challenge new technology and overcome difficulties to make it real - Strength in logical thinking and conceptual communication - Readiness to contribute to project with technical skills to pioneer new business - Vitality to push forward the tasks that takes cross-organization cooperation Must have: - TOEIC 700+ - Ability to understand technical document and communicate via email (work involves overseas collaboration) Nice to have: - Ability to conduct oral conversation on technical matters (to collaborate with dev centers and partner companies overseas)

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【Strength in 3D】Computer Vision Engineer【Venture】
Company
A Japanese venture company having strength in point cloud / 3D data processing, founded by CEO who has extensive experience in the domain. Projects include real-time 3D map generation, SLAM, 3D simulation, pose estimation, R&D for camera maker etc. Year of foundation: 2020
Location
Shinjuku-ku, Tokyo

Company

A Japanese venture company having strength in point cloud / 3D data processing, founded by CEO who has extensive experience in the domain. Projects include real-time 3D map generation, SLAM, 3D simulation, pose estimation, R&D for camera maker etc. Year of foundation: 2020

Location

Shinjuku-ku, Tokyo

Job Description

Responsibility: - Data analysis using 3D point cloud - Data analysis and R&D with AI algorithm using 3D data - 3D point cloud data processing from sensors (depth, LiDAR, IMU) - Algorithm development related to 3D point cloud data etc. Projects include: - SLAM development (self position estimation and mapping by sensors) - Autonomous mobile robot development - SLAM and 3D point cloud processing for major camera maker - Application development with pose estimation for major entertainment company - Self position estimation for construction machine maker

Requirement

Must have: - Knowledge in linear algebra (linear transformation, rigid transformation in 3D space) - 3+ years' development experience in python or C++ - Interest in either of the following: Computer Vision, Robotics, Pose Estimation, Semantic Segmentation, SLAM, 3D Reconstruction, Deep Learning, Quantum Annealing Nice to have: - Experience in one or more of the following: Computer Vision, ROS, Open3D, PCL, OpenCV, TensorFlow, PyTorch, GAZEBO, ISAAC, AirSim, Unreal Engine, AWS, Algorithm development with Quantum Annealing Object Recognition, Pose Estimation, Multi-Object Tracking, Semantic Segmentation, SLAM, Deep Learning, 3D Reconstruction Soft skills: - Strong inquisitive mind - Capability to propose testing methods and plan it - Consistent awareness of goals Nice to have

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【Demand Forecast】System Engineer【Weather Info】
Company
Weather information provider headquartered in Japan. They provide sea, sky and land weather information and services to various clients across continents / industries, as well as B2C services. Their unique services are based on analysis and forecast of data collected from own sources such as micro satellites, weather sensors and radars, live cameras, plus the data contributed by individual and enterprise users / partners. They have 32 offices in 21 countries. Year of foundation: 1986 Capital: JPY 1,706M 2020 Revenue: JPY 17.9 billion Number of employees: 1,049
Location
Chiba-shi, Chiba-ken

Company

Weather information provider headquartered in Japan. They provide sea, sky and land weather information and services to various clients across continents / industries, as well as B2C services. Their unique services are based on analysis and forecast of data collected from own sources such as micro satellites, weather sensors and radars, live cameras, plus the data contributed by individual and enterprise users / partners. They have 32 offices in 21 countries. Year of foundation: 1986 Capital: JPY 1,706M 2020 Revenue: JPY 17.9 billion Number of employees: 1,049

Location

Chiba-shi, Chiba-ken

Job Description

Candidate will be responsible for development, operation and building of system that provides weather information to retail, electricity and other infrastructure company clients. The business is aiming to expand globally after migration to cloud from on-premise environment. [ Service provided ] - To electric power industry: Support for estimation of electricity demand and amount of power generation, as well as for facility management operation, based on weather forecast - To retail industry: Support for profit maximization in retail market and for sales opportunity loss minimization based on weather conditions and sales record data [ Role ] a) New engineer hiring to establish DevOps organization (1 headcount) To take over outsourced development in-house to achieve cost optimization, faster release, and cloud migration. b) Project management role in addition to the responsibility above (1 headcount) [ Project ] Waterfall : Agile = 8:2 [ Dev environment ] Unix [ Programming languages ] Python plus Perl, Ruby, JavaScript etc. [ Server ] Both on-premise and cloud (AWS) [ Advantages ] (1) Opportunity to conduct demand forecast by weather data: Forecast is done by both statistical methods and machine learning (2) Exposure to social trend and contribution to SDGs: Demand forecast for new-wave electricity companies, kombini stores etc. (3) Collaboration in English: Development proceeds in collaboration with overseas teams.

Requirement

Must have: - Experience as system engineer having 3+ years' professional programming career - Customer negotiation and business perspective (only for PM candidate) Nice to have: - Both leading skill and hands-on coding skill - Coding skill in Python, preferably on AWS - Strength in operation on UNIX Nice to have

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Cloud AI Video Analysis
Company
Major Japanese electronics company
Location
Shinagawa-ku, Tokyo

Company

Major Japanese electronics company

Location

Shinagawa-ku, Tokyo

Job Description

[ Team's mission ] R&D of AI video analysis technology and creation of new business by its application [ Role ] You will be responsible for one or more of the following: - Element AI technology such as in-video scene detection, character recognition, face recognition, voice recognition. - Building of video analysis platform integrating element technologies on cloud - Front-end / web app development for video analysis service

Requirement

Must have: - Professional experience in deep learning - Experience of design, development and operation of service on cloud e.g. AWS, GCP, Azure - Experience developing commercial service / software Nice to have: - Expert-level knowledge about video format - Experience developing software using Python, Node.js, JavaScriot, JS frameworks etc. Must have: Ability to read technical papers / documents Nice to have: Ability to orally communicate with foreign engineers on technical matters

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Data Scientist for Weather App
Company
Weather information provider headquartered in Japan. They provide sea, sky and land weather information and services to various clients across continents / industries, as well as B2C services. Their unique services are based on analysis and forecast of data collected from own sources such as micro satellites, weather sensors and radars, live cameras, plus the data contributed by individual and enterprise users / partners. They have 32 offices in 21 countries. Year of foundation: 1986 Capital: JPY 1,706M 2020 Revenue: JPY 17.9 billion Number of employees: 1,049
Location
Chiba-shi, Chiba-ken

Company

Weather information provider headquartered in Japan. They provide sea, sky and land weather information and services to various clients across continents / industries, as well as B2C services. Their unique services are based on analysis and forecast of data collected from own sources such as micro satellites, weather sensors and radars, live cameras, plus the data contributed by individual and enterprise users / partners. They have 32 offices in 21 countries. Year of foundation: 1986 Capital: JPY 1,706M 2020 Revenue: JPY 17.9 billion Number of employees: 1,049

Location

Chiba-shi, Chiba-ken

Job Description

As a data scientist for BtoC app and web service, you will be responsible for: - Extraction and analysis of various data - Predictive modeling and algorithm design for data-driven marketing operations - Their implementation into service Frontend: JavaScript, React+Redux, Vue.js Backend: Python, Go OS: Linux Cloud environment: AWS You can be engaged in daily-life-involved analysis of massive data which are available only at this company. Please output data that makes life more convenient combining input such as weather forecast, past analytics, scattering amount of pollen, PM 2.5, yellow sand, snow cover.

Requirement

Mandatory: - Experience of data analysis and improvement proposal for an app or service - Professional experience in machine learning using Python Nice to have: - Knowledge in data science Nice to have

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【Embedded SW】Elemental Technology Dev for Camera
Company
Major Japanese electronics company
Location
Yokohama-shi, Kanagawa-ken

Company

Major Japanese electronics company

Location

Yokohama-shi, Kanagawa-ken

Job Description

Candidate will play either of the following roles depending on experience and preference: - Autofocus control utilizing AI e.g. real-time eye AF, real-time tracking etc. - Signal processing to achieve high-speed tracking in AF(Auto Focus) / AE(Auto Exposure) / AWB(Auto White Balance) - Signal processing and image processing for image sensor to achieve high resolution, high sensitivity and high image quality - High quality shake reduction and stabilization for body and lens, mechatronics control - Digital audio signal processing with high-quality microphone

Requirement

Must have: - 3+ years' experience of embedded software development in C/C++ (Not applicable to ML engineers) Plus some of the following depending on the role: - Real-time programming on Linux/RTOS - Machine learning (deep learning) - Image processing and signal processing, sequence control - Mechatronics, servo control - Audio signal processind - Knowledge about camera and experience in its software development N.A.

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【Mobile Manipulator】Software Engineer
Company
A Japanese startup developing mobile manipulator that co-exists side-by-side with humans. Aims at its utilization in various industries including restaurants. Year of foundation: 2019 Workforces: 4 Capital: approx. 30 million yen
Location
Bunkyo-ku, Tokyo

Company

A Japanese startup developing mobile manipulator that co-exists side-by-side with humans. Aims at its utilization in various industries including restaurants. Year of foundation: 2019 Workforces: 4 Capital: approx. 30 million yen

Location

Bunkyo-ku, Tokyo

Job Description

Tasks include (but are not limited to): - Write a program and make the robot move - Write test cases

Requirement

Must have: - Git / Linux (systemd, bash etc.) / ROS1 / C++11 / Python2 / Python3 - Basic knowledge and ability equivalent to robotics post-graduate degree - Knowledge and experience in either of the following domains of robotics: >> Image processing >> 3D sensor and point cloud processing >> Machine learning >> Autonomous mobility >> Manipulation - Passion for robot Nice to have: - Rust - OpenCV / PCL - Experience in robot hardware development - OSS development / contribution - ROS2 Nice to have

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【Real-Time Face Synthesis on Mobile App】ML Engineer
Company
Japanese startup founded by award-winning ex-mega-venture engineer CEO. Latest product is a mobile application to synthesize 2D face image and video in real-time. Real-time face synthesis on mobile phone / commodity PC without pre-processing of the video is currently unrivaled globally. Year of foundation: 2016 Capital: JPY 91 million Number of employees: 10
Location
Shinjuku-ku, Tokyo

Company

Japanese startup founded by award-winning ex-mega-venture engineer CEO. Latest product is a mobile application to synthesize 2D face image and video in real-time. Real-time face synthesis on mobile phone / commodity PC without pre-processing of the video is currently unrivaled globally. Year of foundation: 2016 Capital: JPY 91 million Number of employees: 10

Location

Shinjuku-ku, Tokyo

Job Description

You will be engaged in research and development to make it possible for everybody to create realistic moving image which cannot be distinguished from the real image and to make it move in real-time, utilizing deep learning.

Requirement

Must have: - Experience implementing / developing algorithms referring to latest papers in domains such as Compute Vision, Computer Graphics, Machine Learning. - Development experience using Deep Learning Nice to have: - Paper(s) accepted at top conference(s) of Computer Vision or Computer Graphics such as CVPR, ECCV, ICCV, ACCV, SIGGRAPH, SIGGRAPH Asia etc. Either English or Japanese at business level required

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Biosignal Processing Engineer【Remote Control Robot / Healthcare】
Company
Japanese cyborg venture company spun off from university. Known for unique robot hand with high DoF, lightness and power. Based on 20+ years' research, the company possesses strength in biosignal processing and robot hand's control. Recently completed large-scale fund raising and announced the initiatives on remote control avatar robot and application of biosignal processing technology in healthcare domain. Year of foundation: 2013 Capital: JPY 100 million Number of employees: approx. 25
Location
Chuo-ku, Tokyo

Company

Japanese cyborg venture company spun off from university. Known for unique robot hand with high DoF, lightness and power. Based on 20+ years' research, the company possesses strength in biosignal processing and robot hand's control. Recently completed large-scale fund raising and announced the initiatives on remote control avatar robot and application of biosignal processing technology in healthcare domain. Year of foundation: 2013 Capital: JPY 100 million Number of employees: approx. 25

Location

Chuo-ku, Tokyo

Job Description

Processing of biosignals such as myoelecricity, nerve, brain signal etc. and related algorithm development

Requirement

Mandatory: - Mathematical / statistical analysis of biosignals - Capability to build algorithm through measurement experimentation of biosignals Plus: - Algorithm implementation in C++ - Experience in Online Machine Learning (i.e. non-batch learning) - Strong interest and passion toward the augmentation of human body Either English or Japanese is required for internal communication

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AI / Machine Learning R&D Engineer
Company
Major Japanese electronics company
Location
Central Tokyo

Company

Major Japanese electronics company

Location

Central Tokyo

Job Description

Candidate will be in charge of research and development of 1) core technology of Machine Learning such as Deep Learning, Reinforcement Learning, and 2) applied technologies as follows: - Image Recognition - Voice Recognition - Natural Language Understanding - Sensor Information Processing - Action Planning of Robots etc. - Control of Mobility etc.

Requirement

Must have: - Master's degree or equivalent qualification in relevant technical domains such as various Sensing / Recognition / Control / Generation using Deep Leaning, Reinforcement Learning or other Machine Learning - Around 3 or more years' professional experience in the field - Embedded, PC or Cloud software development experience (in C, C++, Java etc.) Nice to have: - Experience of presentation / publication in academic meeting or journal - Research and development experience using some Deep Learning framework (existing or scratch-built) Soft skills: - Ability to balance between theory and product development - Self-starter and team player - Passion to grow in collaboration with various technical domains as well as to focus on his/her own specialty Must have for non Japanese speakers

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Data Scientist at Indian IT Service Provider
Company
Indian IT Service Provider 2017 Revenue: US$17.5 billion 2017 Profit: US$3.9 billion Number of employees: 387,000 (global), 2,500 (Japan, expats and offshore members not included)
Location
Central Tokyo (You will be positioned at Tokyo but may have to travel within as well as outside Japan)

Company

Indian IT Service Provider 2017 Revenue: US$17.5 billion 2017 Profit: US$3.9 billion Number of employees: 387,000 (global), 2,500 (Japan, expats and offshore members not included)

Location

Central Tokyo (You will be positioned at Tokyo but may have to travel within as well as outside Japan)

Job Description

- Perform advanced data analysis and provide technical solutions to customers, applying machine learning and artificial intelligence technique - Interact with customers on project related solution/service/delivery issues etc.

Requirement

Must have: - More than 3 years of project experience in either of the following: a) advanced data analytics, machine learning, or artificial intelligence area b) text mining, or algorithm development in R or Python - Positive attitude to work in global environment Nice to have

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【AI / Robotics】System Software Development
Company
Major Japanese electronics company (Known for producing world's first entertainment robot for home use)
Location
Central Tokyo

Company

Major Japanese electronics company (Known for producing world's first entertainment robot for home use)

Location

Central Tokyo

Job Description

The candidate will be engaged in the development of system software and SDK for robotics-based products, utilizing and combining new technologies / algorithms such as Image Recognition, Speech Recognition, Agent Technology, Machine Learning, Robotics Technology.

Requirement

Must have: - Either or 1) or 2) below: 1) Education at postgraduate level in robotics system (perception, action planning, control) or 3+ years' development experience in such domain, else 3+ years' development experience of application for AI, agent or robot. 2) 5+ years' software (PF, SDK, OS) development experience, plus capability to make technical decision based on understanding of whole system requirement. Proactivity and flexibility in adapting to this domain, and space for growth. - Has hands-on experience in the following languages / environment, or can rapidly catch up: Languages: C, C++, C#, Java, Python, HTML, JavaScript, Node.js Environment: Linux Nice to have both 1) and 2) above. Business level

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Image Recognition R&D at Crane Maker
Company
Japanese construction machine maker with high market share in lifting equipments. Overseas revenue is more than 40% and increasing. Founded in 1948 Capital: JPY 13B 2016 Revenue: JPY 179B Number of employees: 3,346
Location
Takamatsu-shi, Kagawa-ken, Japan

Company

Japanese construction machine maker with high market share in lifting equipments. Overseas revenue is more than 40% and increasing. Founded in 1948 Capital: JPY 13B 2016 Revenue: JPY 179B Number of employees: 3,346

Location

Takamatsu-shi, Kagawa-ken, Japan

Job Description

Object detection and measurement by image recognition, and algorithm / system development for its application on machines

Requirement

Must have: - Knowledge in information engineering, image processing, image instrumentation, or image recognition - Software development experience using C, C++ or Python - Experience of machine learning implementation using libraries such as TensorFlow, Chainer, Caffe etc. - Knowledge of statistical analysis Nice to have: - Experience using Matlab or Simulink - Experience developing Android application - Knowledge about deep learning Must have for non-Japanese natives

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Robotics Technology Developer at Global Electronics Company
Company
Major Japanese electronics company (Known for producing world's first entertainment robot for home use)
Location
Central Tokyo

Company

Major Japanese electronics company (Known for producing world's first entertainment robot for home use)

Location

Central Tokyo

Job Description

Candidate will be in charge of element technology development for new robots for healthcare and other industries.

Requirement

Must have: 3+ years' experience in one or more of the following areas: 1. Robot’s Mechanical Design: Multi-Degree-of-Freedom Robot Arm and Mobility Mechanism 2. Robot’s Control: Control of Multi-Degree-of-Freedom Robot by advanced control system such as Non-Linear Control / Adaptive Control / Robust Control 3. Robot Software Development: Complicated Robot Software including both Perception and Motion Control 4. Robot’s Electronics Design: Electric System including Power Supply, Sensors, Computer, Network etc. Soft skills: - Ability to balance between theory and product development - Passion to grow in collaboration with various technical domains as well as to focus on his/her own specialty - Proven track record in the area of expertise Must have for non Japanese speakers

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Image Recognition and Sensing R&D at Global Electronics Company
Company
Major Japanese electronics company
Location
Central Tokyo

Company

Major Japanese electronics company

Location

Central Tokyo

Job Description

Enforce the R&D in Image Processing / Recognition, which is company’s core strength area, next-generation Image Sensing technology, and their fusion area. Work includes: - Development of new algorithm in Image Recognition / Image Sensing area, and its verification, implementation and packaging into library - The algorithm's mechanism verification and prototype development for product proposal Candidate will be engaged in research and development of Image Recognition related to human's figure and motions such as face, body, hand gesture etc. - Development of Visual SLAM utilizing cameras, establishment of own SLAM technology linked with company's high-performance sensors, and realization of robust biometric authentication based on light estimation technology based with spectroscopic technique - Human Segmentation technology by collaboration of Infra-Red and Visible Light Signal sensing.

Requirement

Must have: - More than 5 years of academic or industrial experience in one or more of the following domains: Image Recognition, Image Sensing, Computer Vision, Computational Photography - Significant achievement in core area such as new algorithm's development / research - Coding skill in C, C++ etc. Nice to have: - Knowledge on Hardware and Sensor Devices Soft skills: - Creativity, independency and ownership of work - Team player Must have for non Japanese speakers

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