Machine Learning Engineer（E2E Autonomous Driving Model Development）

Our development approach

1. 1Pursue both data-centric and model-centric approaches in parallel
2. 2Run large-scale training jobs on GPU clusters, optimizing training code for speed
3. 3Development cycle: Build dataset & model → Drive test → Analyze experiment logs → Manage model
4. 4Iterate on models by experiencing them firsthand in a real vehicle

Preferred Experiences

1. 1Award or top placement in ML competitions such as Kaggle
2. 2Contribution experience to open-source ML libraries
3. 3Knowledge of sensor fusion and sensor calibration

We are looking for

1. 1Experience with unit testing and test-driven development (TDD)
2. 2Driven to build a world-class company
3. 3Self-starter who takes initiative on everything
4. 4Humble, with genuine empathy for others
5. 5Flexible and excited by rapid organizational and business growth
6. 6Growth-oriented mindset
7. 7Resilient — able to find joy even in tough challenges

応募資格（必須）

• 3+ years of model development experience using deep learning frameworks such as PyTorch
• Japanese language proficiency (JLPT N2 or equivalent)

歓迎する経験

• Experience with Computer Vision (images, video) using deep learning
• Experience developing ML models in a web or production setting using various approaches including deep learning
• Experience with ML model development or quantization/optimization in autonomous driving, ADAS, or robotics
• Award or top placement in ML competitions such as Kaggle
• Contribution experience to open-source ML libraries
• Knowledge of sensor fusion and sensor calibration
• Experience with unit testing and test-driven development (TDD)

待遇・福利厚生

• AIツール利用
• All-hands social event subsidy
• Company resort facility (Tohshinkyou)
• PC支給
• Welfare rental housing service
• インフルエンザ予防接種
• ベビーシッター割引券
• 女性健康相談
• 社外相談機関提携
• 駐車場代補助制度

求めるスキル・経験