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Optum

AI/ML Engineer

Posted 25 Days Ago
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In-Office
Bengaluru, Bengaluru Urban, Karnataka
Senior level
In-Office
Bengaluru, Bengaluru Urban, Karnataka
Senior level
Designs and deploys advanced AI/ML solutions, including generative AI, agentic systems, deep learning, RAG, NLP, speech, and vision applications. Responsibilities include algorithm development, experimentation, responsible AI implementation, training pipeline optimization, and production integration using Azure and Databricks. The role partners with engineering and product teams, contributes to research and open source, and develops intelligent enterprise applications with Azure OpenAI and related technologies.
The summary above was generated by AI
Requisition Number: 2384257
Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health optimization on a global scale. Join us to start Caring. Connecting. Growing together.
Primary Responsibilities:
  • 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
  • Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives (such as, but not limited to, transfer and/or re-assignment to different work locations, change in teams and/or work shifts, policies in regard to flexibility of work benefits and/or work environment, alternative work arrangements, and other decisions that may arise due to the changing business environment). The Company may adopt, vary or rescind these policies and directives in its absolute discretion and without any limitation (implied or otherwise) on its ability to do so

Required Qualifications:
  • Graduate degree or equivalent experience.
  • 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
  • Experience with Cloud-based AI and data services Python, Databricks, RAG, Agentic, AI Foundary, LangFuse
  • Experience in GitHub & M365 Copilot,Deep learning frameworks such as PyTorch, TensorFlow, Scikit Learn
  • Experience with frontend development using React or Angular, and backend services using Java or .NET
  • Experience to collaborate and work with Sr. AI/ML engineers and Lead to develop new machine learning models from scratch or improvising it
  • 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

At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone - of every race, gender, sexuality, age, location and income - deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes - an enterprise priority reflected in our mission.

Optum Pune, Maharashtra, IND Office

Pune, India, India

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