Job details
UnitedHealth Group
AI ML Engineer
UnitedHealth Group
Bengaluru•Remote•1-3 Yrs•5 days ago
Job description
AIMLUnitedHealth Group
Overview
Develop AI initiatives and solutions as an individual contributor.
Responsibilities
- Design, develop, and deploy ML/DL models using Vertex AI, Python, and GCP-native tools
- Build and optimize conversational AI agents using Dialogflow CX, integrating with APIs and backend systems
- Develop and fine-tune Large Language Models (LLMs) for various NLP tasks, including summarization, classification, and question answering
- Implement Agentic AI systems that can autonomously plan, reason, and execute tasks using LLMs and orchestration frameworks
- Leverage Google ADK to build, test, and deploy scalable AI applications aligned with GCP best practices
- Integrate and experiment with Agentic AI frameworks to enhance autonomous decision-making and task execution capabilities
- Collaborate cross-functionally with engineering and product teams to translate business needs into scalable AI solutions
- Maintain and showcase code and projects on GitHub, ensuring reproducibility and collaboration
- Monitor model performance, conduct A/B testing, and iterate based on feedback and metrics
- Automate ML workflows using CI/CD pipelines, Docker, Kubernetes, and MLOps best practices
Qualifications
- BTECH or BE