Principal Software Engineer, Team Lead - Perception Platforms
Singapore, Central, Singapore
SGD 120K-155K (estimate) Senior-level Full Time
Tasks
- Architect machine learning workflow improvements
- Build data pipelines for perception modeling
- Collaborate with ML engineers to resolve technical challenges
- Conduct design and code reviews
- Define roadmap and priorities
- Develop data visualization tools for insights
- Ensure software quality best practices
- Lead team creation and maintenance of training pipelines
- Optimize evaluation pipelines
- Provide technical guidance and mentorship
- Troubleshoot and optimize ML workflows
Perks/Benefits
- N/A
Skills/Tech-stack
Backend Development | Build process | C plus plus | Code review | Concurrency | Control Management | Data Visualization | Data pipeline | Database systems | Distributed Computing | GPU Acceleration | Kubernetes | LLM | Machine Learning | Model Evaluation | Model Training | NumPy | Pandas | Parallel processing | Project Management | Python | Ray | Software Design | Source Control | Source Control Management | Testing | Visualization dashboards
Education
Roles
Engineer | Lead | Manager | Principal | Principal Software Engineer | Software Engineer | Software Engineer Manager | Team Lead
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