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Optum

Associate AI ML Engineer

Reposted 5 Hours Ago
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In-Office
Gurgaon, Gurugram, Haryana
Mid level
In-Office
Gurgaon, Gurugram, Haryana
Mid level
Design, implement, and optimize conversational AI and data ingestion quality gates for NLP and LLM-based solutions. Monitor performance, apply reinforcement/self-improving techniques, ensure ethical AI practices, and collaborate with cross-functional teams to productionize research into scalable, reliable conversational search and analytics capabilities.
The summary above was generated by AI
Requisition Number: 2368851
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:
Builder Responsibilities:
Design, develop, and deploy AI-powered solutions using no-code, low-code, and advanced platforms, translating business needs into scalable applications that enhance products, workflows, and decision-making.
  • Design and implement AI systems for conversational search in M&R Sales content
  • Develop AIML based data ingestion quality gates based on pattern analysis
  • Evaluate, debug, and improve conversational AI to ensure accuracy and efficiency
  • Monitor and optimize system performance for latency, cost, and reliability
  • Explore and apply reinforcement learning and self-improving techniques
  • Collaborate and communicate effectively with cross-functional teams and stakeholders to deliver scalable solutions
  • Ensure responsible and ethical AI practices throughout all stages of development
  • Stay up-to-date with advances in AI/ML and actively contribute ideas, research, or solutions to improve team and product capabilities
  • Collaborate with research, engineering, and product teams to translate cutting-edge AI advancements into production-ready capabilities. Uphold ethical AI principles by embedding fairness, transparency, and accountability throughout the model development lifecycle
  • 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 regards 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 in computer Science or similar fields
  • 3+ years of hands-on experience in AI/ML, with a solid focus on natural language processing (NLP) and Language Models
  • 3+ years of experience with libraries such as OpenAI API, Hugging Face Transformers, or similar tools for finetuning and integrating LLMs
  • Experience with agentic frameworks such as demonstrated by contributing to projects involving the design of modular and scalable AI agents
  • Experience on handling BIG Data Structure for Exploratory Data Analysis
  • Excellent understanding of basic statistics and advance mathematics to analyze and understand data patterns
  • Good understanding of analytics tools: R, Python, SQL, Databricks
  • Good knowledge of Business intelligence tools like Tableau/Power BI, etc.
  • Good knowledge around Predictive & Prescriptive Analytics techniques like Hypothesis testing, Probability, Supervised & Unsupervised Learnings
  • Proven solid problem-solving skills
  • Proven very good communication skills in English (spoken and written)
  • Demonstrated ability in slicing and dicing of data structures, Natural Language Processing and good to have fundamental understanding on Gen-AI & Large Language Models
  • Demonstrated ability to work well both independently and within a team in a deadline driven environment
  • Demonstrated ability to take responsibility and deliver use cases independently

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.

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