データプラットフォームソフトウェアエンジニア・Enterprise AI
Core
Design and implement scalable, globally distributed data distribution solutions to support end-to-end machine learning ecosystems for Toyota's autonomous driving and AI projects.
Role type
Senior backend software engineer (data platform for ML)
Builds
Data distribution solutions, labeling services, and data sinks for ML training
Domain
Automotive / Enterprise AI / Distributed Systems
Deliverable
production ML models
Required skills
Python (asynchronous), large-scale dataset handling, event-driven architecture, RDBMS/NoSQL, Kubernetes, API contract management
Preferred skills
Open source contributions, spatial/vector databases, PyTorch data loaders, deep learning, image/point cloud processing, multi-language programming
Technologies
Python, PostgreSQL, MongoDB, Kubernetes, Message Queues
Responsibilities
Design and implement features from design to deployment, solve complex problems to provide cutting-edge solutions, develop backend labeling functions with team leads, support multiple ML training data formats for real-time conversion, integrate with data sinks for ML data visualization, establish and maintain API contracts with frontend developers
Seniority
Senior, hands-on IC
