IN_Senior Associate_AI Architect_Data and Analytics_Advisory_Bangalore
INR 2500K-5000K (estimate) Senior-level Full Time
Tasks
- Apply DevOps practices for LLM operations
- Build GPU based model training and serving systems
- Containerize services with Docker
- Deploy models using Kubernetes
- Design ML pipelines for experiment management
- Design ML pipelines for feature management
- Design ML pipelines for model management
- Design ML pipelines for model retraining
- Design model inference APIs at scale
- Fine-tune and optimize large language models
- Implement distributed training for large language models
- Implement model and data parallel training
- Implement model parallel training
- Orchestrate LLM workflows with LangChain
- Reduce training and resource requirements for fine tuning
- Serve large language models
Perks/Benefits
- N/A
Skills/Tech-stack
AWS Bedrock | AWS DynamoDB | Amazon Aurora | Amazon RDS | Amazon SageMaker | Azure AI | Cloud Spanner | Cosmos DB | Data parallelism | DeepSpeed | DevOps | Distributed Training | Docker | Fine Tuning | Flowise | GPU Architecture | Google BigQuery | Hugging Face | JavaScript | Kubernetes | LLMOps | Langchain | Langgraph | Language Models | Large Language Models | Llamaindex | MLflow | Machine Learning | Model Fine-tuning | Model Parallelism | MongoDB | MySQL | Optimization | PostgreSQL | Python | SQL | VLLM | Vertex AI
Education
Roles
AI | AI Architect | Architect | Engineer | Learning Engineer | Machine Learning Engineer
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