IN_Senior Associate_GEN AI_Data and Analytics_Advisory_Bangalore
Bengaluru Millenia, India
INR 2500K-4000K (estimate) Senior-level Full Time
Tasks
- Apply DevOps practices for machine learning
- Build LLM serving architectures
- Build model inference APIs
- Conduct distributed model serving
- Conduct distributed training
- Deploy models on Kubernetes
- Design and manage data warehouses
- Design machine learning pipelines
- Fine-tune and optimize large language models
- Implement MLOps pipelines
- Manage feature pipelines
- Manage machine learning experiments
- Manage machine learning models
- Optimize model accuracy
- Optimize model latency
- Orchestrate LLM workflows
- Reduce training and resource requirements
- Retrain machine learning models
- Serve large language models at scale
- Use docker for containerization
Perks/Benefits
Skills/Tech-stack
AI Studio | AWS | AWS Bedrock | Amazon Aurora | Amazon RDS | Amazon SageMaker | Azure | Azure AI | Azure AI Studio | Cloud Spanner | Cosmos DB | DeepSpeed | Docker | DynamoDB | Flask | Flowise | Fluentd | Google BigQuery | Google Cloud | Google Cloud Spanner | Grafana | Hugging Face | JavaScript | Keras | Kibana | Kubernetes | LangFlow | Langchain | Langgraph | Llamaindex | MLflow | MongoDB | MySQL | PostgreSQL | Prometheus | PyTorch | Python | SQL | TensorFlow | VLLM | Vertex AI
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