Senior AI/ML Engineer

UnitedHealth Group

10+ yrs Bengaluru Full Time Hybrid (office + remote)
UnitedHealth Group logo
Posted : today
Actively hiring

Job description

Join Optum, a global health services leader, where your work directly improves millions of lives through advanced technology and care. We foster an inclusive culture with talented peers, comprehensive benefits, and abundant career development. Help us optimize health on a global scale by Caring, Connecting, and Growing together.

This role is a Senior AI/ML Engineer position focused on developing and deploying cutting-edge optimization and AI/ML solutions within an enterprise environment. You will leverage your expertise to solve complex business challenges and drive innovation in healthcare.

Responsibilities

Translate intricate business problems into effective AI/ML and optimization solution strategies. Design and architect production-ready solution frameworks. Develop, validate, and deliver successful optimization and AI proof-of-concepts, progressing them into large-scale production systems. Collaborate closely with engineering teams to ensure successful production adoption. Partner effectively across business, product, engineering, and leadership teams to drive strategic initiatives. Contribute to the development and implementation of MLOps practices for experiment tracking, benchmarking, model versioning, and deployment automation. Potentially explore quantum computing concepts or quantum-inspired algorithms for optimization challenges.

Qualifications

Bachelor's degree in Computer Science, Mathematics, Engineering, Operations Research, or a related quantitative field is required. Possess 10+ years of hands-on experience in applied AI/ML or optimization-focused roles, with a proven track record of leading enterprise-scale initiatives. Demonstrated experience with optimization frameworks such as Pyomo, OR-Tools, Gurobi, and/or CPLEX. Proficiency in ML/DL frameworks including PyTorch and/or TensorFlow. Strong understanding of combinatorial optimization and large-scale decision systems. Solid foundation in mathematical optimization, operations research, statistics, machine learning, deep learning, and experimental design. Excellent programming skills in Python (NumPy, pandas, scientific computing) and SQL. Proven ability to analyze complex problems, design innovative solutions, and manage stakeholders effectively.

Essential Skills

PythonSQLNumPypandasMachine LearningDeep LearningOptimizationOperations ResearchStatisticsMathematical OptimizationLinear ProgrammingNon-linear ProgrammingInteger ProgrammingCombinatorial OptimizationStochastic OptimizationRobust OptimizationLarge-Scale Decision SystemsPyTorchTensorFlowMLOpsExperiment TrackingModel VersioningDeployment AutomationProblem-SolvingAnalytical SkillsCommunication

Good to Have

PyomoOR-ToolsGurobiCPLEXQuantum ComputingQuantum-Inspired AlgorithmsQAOAQuantum AnnealingHybrid Quantum-Classical AlgorithmsQiskitCirqD-WaveAzure QuantumReinforcement LearningSimulation-Based OptimizationDigital TwinsGenerative AILLMsRAGPrompt EngineeringRetrieval OptimisationConstrained GenerationMLflowKubeflowCI/CDModel MonitoringObservabilityDrift DetectionModel RegistryDatabricksSnowflakeBigQueryKafkaLakehouse ArchitecturesResponsible AIExplainabilityFairness ConstraintsAI GovernanceRisk ManagementSOC 2HITRUSTHIPAAHealthcare AnalyticsClaimsClinical DataEHR/HL7/FHIRICD/CPTRisk AdjustmentPopulation HealthCare ManagementWhite PapersPatentsTechnical LeadershipAI StrategyOptimisation StrategyInnovationStakeholder ManagementMentoringCross-Functional Collaboration

Highlights

  • Actively hiring

More Details

RoleSenior AI/ML Engineer
IndustryHealthcare
DepartmentData Science
Employment TypeFull Time, Hybrid (office + remote)

About the Company

UnitedHealth logo

UnitedHealth

Healthcare

Senior AI/ML Engineer at UnitedHealth Group | SkillMX | SkillMX