IN_Senior Associate_Gen AI, LLM_Data and Analytics_Advisory_Bangalore
Bengaluru Millenia, India
INR 2500K-4000K (estimate) Senior-level Full Time
Tasks
- Apply DevOps and LLMOps practices
- Build APIs for model inference at scale
- Build monitoring and observability for ML systems
- Containerize applications with Docker
- Create model retraining workflows
- Deploy models with Kubernetes
- Design machine learning pipelines
- Fine-tune large language models
- Implement GPU accelerated training and serving
- Implement distributed training
- Implement model and data parallel training
- Manage machine learning experiments
- Manage machine learning models
- Optimize model latency and accuracy
- Orchestrate LLM workflows
- Reduce training and compute requirements
- Serve large language models
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Amazon Bedrock | Amazon SageMaker | Azure AI | Claude | Cloud Computing | Data Engineering | Data parallelism | DeepSpeed | Distributed Training | Docker | Feature Engineering | Fine Tuning | Flowise | GPT | Gemini | Google Vertex | Google Vertex AI | Hugging Face | JavaScript | Keras | Kubernetes | LLMOps | LangFlow | Langchain | Langgraph | Llama | Llamaindex | MLflow | Microsoft Azure | Microsoft Azure AI | Mixtral | Model Fine-tuning | Model Optimization | Model Parallelism | PyTorch | Python | SQL | TensorFlow | VLLM | Vertex AI
Education
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