Data Scientist
INDIA - PUNE - BIRLASOFT OFFICE - HINJAWADI, IN
INR 1500K-2000K (estimate) Mid-level Full Time
Tasks
- Architect and deploy microservice based AI solutions
- Build and operationalize MLOps pipelines
- Collaborate with cross-functional teams to deliver ML solutions
- Define APIs and data contracts
- Deploy, monitor, and maintain models in production
- Ensure cloud security and data governance
- Evaluate new GenAI tools and approaches
- Implement CI CD for machine learning
- Implement observability with logs, metrics, and tracing
- Lead end to end development of GenAI and machine learning models
- Maintain data lineage
- Manage IAM roles and data access controls
- Manage model versioning and experiment tracking
- Mentor and guide junior scientists
- Optimize cloud cost and tune performance
- Uphold SDLC standards for requirements design development testing deployment and documentation
Perks/Benefits
- N/A
Skills/Tech-stack
BigQuery | CI/CD | Cloud Run | Cloud Storage | Cloud platform | Data Quality | Data Visualization | Dataflow | Docker | ELT | ETL | Experiment tracking | Feature Store | Google Cloud | Google Cloud Platform | Google Kubernetes | Google Kubernetes Engine | GraphQL | IAM | Kubernetes | Kubernetes Engine | Logs | MLOps | Machine Learning | Metrics | Microservices | Model Registry | Model versioning | Monitoring | Observability | PubSub | PyTorch | Python | RAG | REST API | Retrieval-Augmented Generation | SQL | Scikit-learn | TensorFlow | Tracing | Vertex AI
Education
N/A
Roles
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