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This posting is managed by: | iHOLON Co.,Ltd |
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Company Name | Company is not publicly visible |
Job Type |
IT (Other) - Machine Learning/AI Engineer
Manufacturing (Automobile/Plant Engineering/Precision Equipment) - Other |
Industry | Machinery Manufacturer |
Location |
Asia
Japan
Kanagawa
Kawasaki
|
Job Description |
・Design and implementation of AI-based algorithms related to robot movement. For example, we can use a combination of reinforcement learning, imitation learning, and other algorithms, or develop new algorithms, and build a system that instantly determines the robot's optimal behavior by linking the cloud and edge. First, a computer with high computational power is used to search for general motion solutions in advance, for example, regarding grasping approaches and grasping of categorized objects. Next, the edge computer quickly performs individual calculations depending on the situation, such as modifying the gripping method according to the object's individual shape characteristics. Ideally, it would be possible to design an AI-based algorithm that takes into account the robot's movement ability and actuator performance in order to reduce unnecessary burden on the actuator. Another possible approach is to design AI-based algorithms. If you have no knowledge of robot motion control, please learn thoroughly. The motion analysis tool uses Matlab/Simulink, so please look for ways to combine and evaluate them. |
Company Info |
This is an environment where you can take on the challenge of developing humanoid robots ahead of future trends. Here you will find exciting experiences and opportunities for growth that can only be found at a start-up company. We are looking for friends who will be passionate about it, expand unknown possibilities, and create the future together! |
Job Requirements |
[MUST] ・Be able to design, brush up, and tune algorithms on your own. - In the case of deep learning, we hope that calculations can be made faster by tuning the network structure, sigmoid function, etc. through trial and error, and devising preprocessing. [Welcome (WANT)] ・Preference will be given to those with experience and knowledge in implementing lightweight edge AI. ・Preference will be given to those with multi-level real-time implementation experience. |
Japanese Level | Business Level(JLPT Level 2 or N2) |
Salary | JPY - Japanese Yen JPY 4500K - JPY 12000K |