シニアプロダクション機械学習エンジニア・Vehicle Perception

Ube by Toyota is seeking a Senior Production Machine Learning Engineer to join their Vehicle Perception team. The successful candidate will design and implement innovative machine learning models for the next-generation autonomous driving platform, impacting tens of millions of Toyota production vehicles.

Requirements

• Master's or Ph.D. in machine learning, computer vision, robotics, or a related quantitative field, or equivalent experience
• 3+ years of production experience with ML models deployed in a large-scale production system, particularly in the automotive or safety-critical domains
• Experience with automotive development and production standards, including A-SPICE, PAS8800, and ISO26262
• 3+ years of experience with Python, major deep learning frameworks, and software development best practices
• 3+ years of experience with teacher-student, transfer, multi-task, and deep reinforcement learning
• 3+ years of experience with the entire ML workflow, including data sampling, preprocessing, learning, ablation, evaluation, deployment, and inference optimization
• Ability to write C++ code for integration with the autonomous driving platform
• Strong leadership ability to influence the team's technical strategy
• Excellent communication skills to clearly and accurately convey technical concepts

Benefits

• Competitive salary based on experience
• Flexible working hours
• Annual paid leave: 20 days (varies by first year of employment)
• Private holiday leave: 6 days (varies by first year of employment)
• Holidays: Saturdays, Sundays, and national holidays
• Social insurance: health insurance, pension insurance, workers' compensation insurance, employment insurance, and long-term care insurance
• Housing allowance
• Retirement benefit system
• Rent-a-car support
• In-house training system (software learning, language learning)