Bucket Robotics
ML Engineer
San Francisco, California, USPosted 18 months ago$120,000 – $165,000
Full TimeMidUS
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Job Description
Role Overview Bucket Robotics is hiring a Machine Learning Engineer to push the frontier of CAD-native computer vision for manufacturing. You’ll work on the core ML systems that turn 3D geometry and s
Key Highlights
- Design, train, and evaluate computer vision and ML models for inspection and perception
- Develop novel approaches for learning from CAD, synthetic data, and limited real-world data
- Run rigorous experiments to understand model behavior, failure modes, and tradeoffs
- Improve model robustness across lighting, materials, viewpoints, and manufacturing variation
- Optimize models for edge deployment (latency, memory, reliability)
Qualifications
Required Qualifications
- 3+ years experience developing ML systems in research or production environments
- Strong foundation in machine learning fundamentals and statistical reasoning
- Hands-on experience training deep learning models (e.g. PyTorch)
- Strong Python skills and comfort working in experimental codebases
- Enjoys deep problem-solving, experimentation, and analytical thinking
- Comfortable operating in ambiguity and iterating quickly
- Experience in computer vision, 3D vision, or geometry-aware ML
- Familiarity with synthetic data generation, simulation, or domain randomization
- Experience deploying models to edge or resource-constrained environments
- Background in robotics, manufacturing, or physical-world ML systems
- Authored technical reports, blog posts, or peer-reviewed research
- Previous startup or early-stage company experience
Skills & Technologies
Machine LearningComputer VisionDeep LearningPyTorchPython
About the Company
Bucket Robotics
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Job Details
Employment Type
Full Time
Experience Level
Mid
Salary Range
$120,000 – $165,000
Location
San Francisco, California, US
Posted
18 months ago
Country
US