Algorithm Validation Team Lead
Tasks
- Analyze system behavior
- Automate validation workflows
- Build test suites
- Collaborate with labeling and algorithm teams
- Define KPIs
- Define new tests and methodologies
- Define tool requirements and priorities
- Define validation strategies
- Detect gaps in validation processes
- Develop validation data analysis processes
- Generate ground truth data
- Identify root causes
- Improve validation methodologies
- Lead algorithm validation team
- Propose technical solutions
Perks/Benefits
- N/A
Skills/Tech-stack
Automation | Computer Vision | Data Analysis | Deep learning | GenAI | Geometric understanding | Ground Truth | Ground truth generation | Large Scale Data | Large-scale | Large-scale data analysis | Machine Learning | Performance Evaluation | Software development | Test methodology
Education
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