Senior Computer Vision/Machine Learning Engineer, Digital Twin Platform
Woven by Toyota2 months ago
Tokyo, JapanSenior
Responsibilities
- Design, train, and optimize deep learning models for object detection, multi-object tracking, classification, and activity recognition in industrial environments.
- Build and maintain real-time computer vision inference pipelines and analytics systems for logistics, distribution, and factory operations.
- Lead dataset strategy, annotation standards, model evaluation, and experimentation to improve CV/ML performance and reliability.
- Define the technical roadmap, architecture, and integration strategy for CV/ML systems within the broader platform.
- Establish engineering best practices, conduct design reviews, mentor engineers, and guide adoption of advanced CV/ML techniques.
Requirements
- Bachelor’s degree in a relevant field and 7+ years of hands-on computer vision or machine learning engineering experience, or a relevant PhD and 5+ years of applied experience.
- Strong hands-on experience designing, training, and tuning models with PyTorch or TensorFlow.
- Experience developing scalable perception pipelines using object detection and multi-object tracking, including data quality, evaluation, model trade-offs, and deployment constraints.
- Proven ability to deliver complex computer vision and machine learning systems end to end in production.
- Ability to lead technical projects, make architectural decisions, and influence engineering direction.
- Understanding of camera intrinsics and extrinsics, calibration, 3D reconstruction, and classical computer vision geometry.
- Strong written and verbal English communication skills.
- Preferred qualifications include a PhD, human pose or activity recognition experience, edge inference optimization, 3D sensing, industrial or logistics experience, annotation pipelines, active learning, top-tier CV/ML publications, VLMs, agentic systems, and AWS or GCP ML workloads.
Benefits
- Competitive salary based on experience.
- Flexible working time.
- 20 days of paid holiday per year, prorated.
- 6 days of sick leave per year, prorated.
- Weekends, Japanese national holidays, and other company-designated holidays off.
- Japanese social insurance, including health insurance, pension, workers’ compensation, unemployment insurance, and long-term care insurance.
- Housing allowance, retirement benefits, rental car support, and in-house software and language training.
Tech Stack
Categories
About Woven by Toyota
Woven by Toyota develops software for automated driving, advanced driver assistance, and software-defined vehicles, primarily for Toyota and its partners. Its products include Arene (a vehicle software platform), AD/ADAS technologies, and the Woven City test course, supported by cloud and AI infrastructure. Founded in 2023 and headquartered in Chuo-ku, Tokyo, it operates as a Toyota Motor Corporation subsidiary focused on vehicle software and mobility systems.