Senior Data Scientist
Bangalore, Karnataka, India
INR 3000K-5000K (estimate) Senior-level Full Time
Tasks
- Analyze search logs and product data
- Apply LLM techniques with RAG and prompt engineering
- Build feature engineering and labeling pipelines
- Build semantic retrieval and vector search
- Collaborate with engineering and product teams
- Define and track search KPIs
- Deploy and monitor models with MLOps
- Design ML models for enterprise search
- Design and execute A/B tests
- Develop NLP query understanding and intent detection
- Develop personalization and recommendation models
- Develop relevance ranking models
- Implement learning-to-rank models
- Operationalize models with APIs and services
- Optimize search pipelines using signals
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | API Development | AWS | Azure | B testing | BM25 | Clickstream analytics | Cloud platform | Deep learning | Embeddings | Feature Engineering | Generative AI | Git | GitHub | Google Cloud | Google Cloud Platform | LLM | Language Processing | Learning-to-Rank | MLOps | Machine Learning | Model Monitoring | NLP | Natural Language | Natural Language Processing | NumPy | Pandas | Personalization | Prompt engineering | Python | RAG | Recommendation Systems | Retrieval-Augmented Generation | SciPy | Semantic Retrieval | Semantic Search | Statistical Analysis | Vector Databases | Vector Search
Education
N/A
Roles
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