Senior Data Scientist
DGS India - Mumbai - Thane Ashar IT Park
INR 2000K-3000K (estimate) Senior-level Full Time
Tasks
- Build dense and sparse retrieval pipelines
- Build forecasting models for marketing demand and trends
- Build machine learning pipelines
- Develop and deploy machine learning models
- Develop intent classification and query expansion
- Implement LDA topic modeling
- Implement semantic matching and similarity search
- Migrate data pipelines to Azure Databricks
- Optimize RAG architectures and retrieval QA
- Optimize embeddings and vector database storage
Perks/Benefits
- N/A
Skills/Tech-stack
AI Search | ANN Benchmarking | Azure | Azure AI | Azure AI Search | Azure Blob | Azure Blob Storage | Azure Databricks | Azure ML | Azure OpenAI | Azure Synapse | Bi-Encoder | Blob Storage | Chroma DB | Cosine similarity | Cross-Encoder | Dense retrieval | Dot product | Faiss | HNSW | Hugging Face | Hybrid search | Intent Classification | Langchain | Machine Learning | NLP | NumPy | Pandas | PyTorch | Python | Query Expansion | RAG | Scikit-learn | Semantic Matching | Sentence Transformers | Sparse Retrieval | StatsModels | TensorFlow | Vector Databases
Education
N/A
Roles
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