Senior Data Scientist - ML, Python
HCLTech
Seeking a Senior AI Engineer with strong expertise in Generative AI, Agentic AI, AIDLC, and Spec-Driven AI Development. The role will focus on designing, building, and operationalizing enterprise AI solutions while leveraging modern cloud data platforms..
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Lead end-to-end AI solution delivery using the AI Development Lifecycle (AIDLC). Design and implement LLM, RAG, and Agentic AI solutions for enterprise use cases. Drive spec-driven development, translating business requirements into technical specifications, evaluation criteria, and production-ready AI solutions. Develop AI applications using Azure OpenAI, Databricks, and modern AI frameworks. Establish AI governance, model evaluation, monitoring, and responsible AI practices. Build and support scalable data pipelines for AI and analytics workloads. Skill Requirements
Required Skills
8+ years in Software Engineering, Data Engineering, or AI Engineering.
Hands-on experience with:
Generative AI & LLMs Agentic AI RAG Architecture Prompt Engineering
AIDLC
Spec-Driven AI Development Python Azure OpenAI Databricks PySpark & SQL Experience with production deployment, MLOps, monitoring, and governance. Preferred Skills Snowflake Azure Functions Terraform GitHub Actions Artifactory SonarQube Healthcare domain experience
Key Responsibilities
- Design And Implement Advanced Machine Learning Algorithms Using Tensorflow And Pytorch To Extract Insights From Large Datasets, Delivering Customized Analytical Reports Tailored To The Needs Of Colleagues, Clients, And Stakeholders.
- Leverage Python And Sql To Develop And Optimize Data Models That Address Specific Organizational Challenges, Ensuring Effective Integration And Management Of Data.
- Analyze And Mine Large Datasets To Identify Trends And Patterns, Utilizing Advanced Analytics Techniques To Interpret Findings And Provide Actionable Recommendations Based On Experimental Results.
- Collaborate With Cross-Functional Teams To Identify Opportunities For Utilizing Data Insights To Formulate Strategic Business Solutions That Enhance Operational Efficiency And Product Offerings.
- Create Comprehensive Visualizations And Reports Using Data Visualization Tools To Communicate Complex Analysis And Results Clearly, Enabling Informed Decision-Making For Customers And Stakeholders.
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