IN_Director_AI Architect_Data and Analytics_Advisory_Bangalore
Bengaluru Millenia, India
INR 2000K-3300K (estimate) Senior-level Full Time
Tasks
- Conduct data parallel training
- Conduct model parallel training
- Deploy LLM models using Kubernetes and Docker
- Design machine learning pipelines for experiment management
- Design machine learning pipelines for feature management
- Design machine learning pipelines for model management
- Design machine learning pipelines for model retraining
- Design model inference APIs at scale
- Implement DevOps for ML and LLM operations
- Optimize and fine-tune machine learning models
- Orchestrate LLM workflows with orchestration frameworks
- Perform distributed training and serving of large language models
- Reduce training and resource requirements for fine tuning
Perks/Benefits
Skills/Tech-stack
AWS | AWS Bedrock | Amazon RDS | Amazon SageMaker | Aurora | Azure AI | Azure Solutions Architect | Azure Solutions Architect Expert | Azure solutions | Cloud Spanner | Container Orchestration | Cosmos DB | DeepSpeed | DevOps | Distributed Training | Docker | DynamoDB | Fine Tuning | Flowise | Fluentd | GPU Architecture | Google BigQuery | Google Vertex | Google Vertex AI | Grafana | Hugging Face | JavaScript | Kibana | Kubernetes | LLMOps | LangFlow | Langchain | Langgraph | Language Models | Large Language Models | Llamaindex | MLflow | Machine Learning | Model Fine-tuning | Model Optimization | MongoDB | MySQL | PostgreSQL | Prometheus | Python | SQL | VLLM | Vertex AI
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