Senior Data Scientist
LTIMindtree · Bangalore
Collected role description
Generative AI Development Design and develop LLM based applications using Azure OpenAI OpenAI models GPT 4 GPT 4o embeddings etc Implement prompt engineering RAG Retrieval Augmented Generation and agent based workflows Build APIs and services to expose Gen AI capabilities to downstream applications Data Platform Integration Integrate Gen AI solutions with Azure Data Platforms oAzure Data Factory ADF oAzure Databricks PySpark oAzure Synapse Analytics oADLS Gen2 Implement vector search using Azure AI Search embeddings Consume structured and unstructured data SQL Delta Parquet documents Production Operations Deploy Gen AI solutions using CICD pipelines Implement monitoring logging and cost optimization for LLM usage Work with DataOps MLOps teams to ensure production stability Support incident triage ICMs related to Gen AI pipelines or services Security Privacy Responsible AI Apply Responsible AI principles oContent filtering oBias mitigation oPrompt safety Ensure compliance with data privacy classifications EUIIEUPI ControllerProcessor Secure APIs secrets and model access using Azure Key Vault Managed Identity Collaboration Enablement Work closely with oData Engineering teams oProduct Business stakeholders oOperations and Support teams Contribute to documentation KT sessions and best practices Review and optimize Gen AI solutions for performance and cost Required Technical Skills Programming Frameworks Strong proficiency in Python Experience with REST APIs and microservices Familiarity with LangChain Semantic Kernel similar frameworks Azure AI Stack Azure OpenAI Azure AI Services Azure AI Search vector search Azure Databricks PySpark Azure Data Factory ADF 
 Azure Synapse Analytics 
 ADLS Gen2 
 Gen AI Concepts 
 LLMs embeddings tokenization 
 Prompt engineering techniques 
 RAG architectures 
 Agentic workflows 
 Model evaluation and tuning
Collected experience requirement
3 - 5 Years