Senior Machine Learning Engineer, Synthetic Data & Document Understanding
Bangalore, India (Hybrid)
R
INR 2755K-5000K (estimate) Senior-level Full Time
Tasks
- Build generative document systems
- Collaborate with annotation teams
- Define data quality metrics and dashboards
- Design cost efficient workflows for compute quality and throughput
- Design synthetic data generation pipelines
- Develop evaluation frameworks for synthetic data
- Develop monitoring for distribution shift and quality degradation
- Implement post processing filtering and validation
- Measure synthetic data impact on model performance
- Mitigate synthetic data quality issues
- Own synthetic data generation track end to end
Perks/Benefits
- Accidental insurance
- Hybrid work options
- Life insurance
- Medical insurance
- Paid parental leave
- Paid time off
- Paid volunteering days
- Remote work options
- Wellness sessions
Skills/Tech-stack
Cloud Computing | Computer Vision | Data Pipelines | Data Quality | Data Quality Evaluation | Distribution Shift | Distribution Shift Monitoring | Experiment tracking | Generative Modeling | Language Models | Machine Learning | PyTorch | Python | Quality evaluation | Statistical Analysis | Synthetic data | Vision Language Models | Vision-language
Education
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