Data Scientist II
Bengaluru, Karnataka, India
INR 3000K-5000K (estimate) Senior-level Full Time
Tasks
- Build CI/CD pipelines for ML
- Build NLP and GenAI applications
- Build and optimize machine learning models
- Deploy models using REST APIs and batch inference
- Design and evaluate experiments including AB testing
- Design end to end data and ML architectures
- Develop ML pipelines for batch and streaming use cases
- Develop and fine-tune deep learning models
- Implement RAG pipelines vector search and prompt engineering
- Implement full ML lifecycle experimentation training deployment monitoring
- Implement model versioning and reproducibility
- Mentor junior data scientists and review code and models
- Monitor model performance drift and data quality
- Own end to end data science and machine learning solutions
- Perform EDA feature engineering and model development
- Set data science and ML best practices across teams
- Translate business problems into data science and ML solutions
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Airflow | Apache Kafka | Azure | BigQuery | CI/CD | Databricks | Deep learning | Docker | Faiss | FastAPI | Flink | GCP | Kafka | Kubernetes | Langchain | LightGBM | Llamaindex | MLflow | Machine Learning | Pinecone | Prompt engineering | PySpark | PyTorch | Python | RAG | REST API | SQL | Snowflake | Spark | TensorFlow | Vector Search | Weaviate | XGBoost
Education
N/A
Roles
Data Scientist | Lead | Lead Data | Lead Data Scientist | Scientist | Senior Data Scientist
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