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Optum
AI or ML Engineer
Optum
Chennai•On-site•5-8 Yrs•Jun 21
Job description
Overview
Primary Responsibilities: • Work with Sr.
Responsibilities
- Work with Sr. AI/ML engineers and Lead for Experiments with novel model architectures or algorithms
- Up to date with cutting-edge AI models, including deep learning, reinforcement learning, and generative architectures
- Advance agentic capabilities by designing autonomous systems that can reason, plan, and interact with complex environments
- Prototype and refine novel algorithms to improve model performance, scalability, and interpretability
- Collaborate with cross-functional teams to translate theoretical advancements into practical enterprise applications
- Conduct rigorous experimentation and benchmarking to evaluate model efficacy and robustness
- Publish findings, contribute to open-source initiatives, and stay abreast of emerging trends in AI research
- Ensure ethical AI development by incorporating fairness, transparency, and accountability into model design
- Optimize training pipelines and infrastructure for large-scale model deployment and continuous learning
- Partner with data engineering and product teams to integrate AI solutions into production systems
Qualifications
- Graduate degree or equivalent experience
- Bachelor's or master's degree in computer science, Engineering, or a related field
- 5+ years of experience in software development
- 2+ years of experience delivering solutions with a focus on AI/ML
- Hands-on experience with Azure Functions, Azure Monitor, and App Insights
- Extensive experience implementing generative AI solutions using OpenAI compatible APIs
- Knowledge of enterprise search, NLP, Speech AI, Vision AI, Supervised & unsupervised ML
- Solid understanding of RAG architecture including knowledge of vector databases and semantic search
- Expertise in Azure Document Intelligence, OCR, and Databricks
- Advanced proficiency in Python for AI/ML and automation
- Proven ability to lead the design and implementation of intelligent applications using Azure OpenAI, LLM Gateway, and Retrieval Augmented Generation (RAG) techniques
- Proven ability to drive end-to-end delivery of AI-powered solutions across cross-functional teams
- Proven excellent communication and stakeholder management skills
- Knowledge of Agentic AI concepts & Implementation
Nice to have
- Azure certifications (e.g., Azure AI Engineer Associate, Azure Developer Associate)