IN_Senior Associate_GEN AI_Data and Analytics_Advisory_Bangalore
Bengaluru Millenia, India
INR 2500K-4000K (estimate) Senior-level Full Time
Tasks
- Apply DevOps and MLOps practices
- Build model inference APIs
- Containerize services with Docker
- Deploy models on Kubernetes
- Design ML pipelines
- Fine-tune machine learning models
- Implement distributed model serving
- Implement distributed training
- Integrate data pipelines
- Manage experiments
- Manage features
- Manage models
- Optimize model latency and accuracy
- Optimize training resource usage
- Orchestrate LLM workflows
- Retrain models
- Serve large language models
- Use data warehouses and databases for analytics
Perks/Benefits
Skills/Tech-stack
AI Studio | AWS Bedrock | Amazon RDS | Amazon SageMaker | Aurora | Azure AI | Azure AI Studio | BigQuery | Cosmos DB | Data parallelism | DeepSpeed | Distributed Training | Docker | DynamoDB | Fine Tuning | Flowise | GPU Architecture | Google Spanner | Google Vertex | Google Vertex AI | Hugging Face | JavaScript | Keras | Kubernetes | LangFlow | Langchain | Langgraph | Language model operations | Large Language Model | Large Language Model Operations | Llamaindex | MLflow | Model Fine-tuning | Model Operations | Model Parallelism | MongoDB | MySQL | PostgreSQL | PyTorch | Python | SQL | TensorFlow | VLLM | Vertex AI
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