Machine Learning Engineer, Machine Learning (Internship)
Nihonbashi, Tokyo
Applications have closed
Woven Planet Holdings, Inc.
Woven by Toyota will help Toyota to develop next-generation cars and to realize a mobility society in which everyone can move freely, happily and safely.Visit us to learn more: https://www.woven-planet.global/
TEAMWoven Core develops, implements, and scales human-centered automated driving solutions for personal and commercial use. Our team is responsible for developing perception technologies and its production software for the AD/ADAS system. To realize a fully reliable and highly functional system, we are tackling complex real-world problems utilizing large scale data, machine learning algorithms, and a variety of perception technologies.
WHO ARE WE LOOKING FOR?The ideal candidate is self-motivated to find solutions to complex real-world problems, and makes an impact while contributing to a cross-functional team. You will combine cutting-edge technologies with robust safety standards while also considering cost efficiency. Also, you have patience to tackle the processes required for production development and approach them by asking “What can I do for you?” with a “Giver” mindset.
RESPONSIBILITIES
- Apply state-of-the-art deep-learning and AI technology to ADAS and autonomous driving functions
- Design, implement, evaluate, improve, optimize, and deploy deep learning models for external camera image perception
- Clarify requirements from system and downstream applications, and design KPIs
- Utilize tons of data efficiently, and build appropriate datasets for model training and evaluation
- Maintain and improve MLops environment
MINIMUM QUALIFICATIONS
- Currently pursuing a Bachelor’s, Master’s, or PhD degree in Computer Science, Engineering or a similar major with an expected graduation date September 2023 – March 2024
- Must be available for a 3-month on-site internship in the summer of 2022
- 1+ years experience in writing software in Python for machine learning
- Understanding of theoretical aspects of machine learning
- Business-level proficiency in English that enables technical discussions with international engineers
PREFERRED QUALIFICATIONS
- Experience in modeling and deploying machine learning models for camera images
- Experience in utilizing perception related technologies, such as camera image processing, and computer vision
- Experience in optimizing deep-learning models on specific platforms or hardware
- Experience in using SQL database, and AWS services
- Experience in using Pytorch
- 1+ years experience in writing software in C/C++ (C++11 or later)
- Business-level proficiency in Japanese
By submitting your application you agree to the following terms:https://www.woven-planet.global/careers/privacy-policy
[OUR COMMITMENT]・We are an equal opportunity employer and value diversity.・We pledge that any information we receive from candidates will be used ONLY for the purpose of hiring assessment.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Autonomous Driving AWS C++ Computer Science Computer Vision Deep Learning Engineering KPIs Machine Learning ML models MLOps Model training PhD Python PyTorch Research Robotics SQL
Perks/benefits: Career development Startup environment
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