Principal Applied Scientist
India, Karnataka, Bangalore
INR 3000K-5000K (estimate) Senior-level Full Time
Tasks
- Apply model distillation
- Build gradient boosted tree models
- Collaborate with research and AI platform teams
- Define and validate ML metrics
- Design and run ML experiments
- Develop ML pipelines and models
- Develop production ML systems
- Engage customers to identify pain points
- Lead technical initiatives
- Mentor scientists and engineers
- Optimize language models for ranking
- Partner with engineering pm and design
- Perform model evaluation and best practices
- Publish research
- Train cross encoder models
- Train embedding models
- Train encoder decoder models
- Translate product vision into AI architecture
Perks/Benefits
- N/A
Skills/Tech-stack
Boosted Trees | Cross-Encoder | Cross-Encoder Models | Deep learning | Embedding Models | Encoder-Decoder Models | Encoder-decoder | Gradient Boosted Trees | Information Retrieval | Language Modeling | Language Processing | Machine Learning | Model Distillation | Model Evaluation | Natural Language | Natural Language Processing | Privacy Compliance | Ranking | Retrieval models
Education
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