Senior AI/ML Engineer - Remote
Indexed description
You'll enjoy the flexibility to work remotely * from anywhere within the U.S. as you take on some tough challenges. For all hires in the Minneapolis or Washington, D.C. area, you will be required to work in the office a minimum of four days per week.
Primary Responsibilities
- Responsible AI & Compliance
- Building & Productionizing AI Systems (agentic services, APIs/SDKs, RAG/CAG, E2E pipelines)
- Ensure Model Quality, Evaluation, Security & Safety
- Implement Observability, Operations excellence
- Drive Architecture, Governance & Engineering Standards
- Cross Functional Leadership & Collaboration
Required Qualifications
- SLOs for latency/cost/error; drift/skew detection; tracing/telemetry (OpenTelemetry style); alerting (eg, Prometheus/Grafana equivalents)
- Python (typing, pytest, packaging), SQL; shell for automation
- scikit learn, XGBoost; PyTorch or TensorFlow/Keras for deep learning
- LLM evaluation methods; RAG pipelines; prompt/route registries; LangChain style orchestration; model hubs (eg, Model Garden / Hugging Face)
- Kubeflow or Vertex AI Pipelines; Apache Airflow/Composer
- Model registry (eg, Vertex AI Model Registry/MLflow); experiment tracking; canary/A B rollout
- Batch/online endpoints, autoscaling; versioning and rollback strategies
- CI/CD (GitHub Actions or equivalent); IaC; secrets/certs; containerization (Docker) and orchestration (Kubernetes)
- Explainability/fairness testing; PHI/PII handling; model cards; AIRB/RAI artifacts and audit ready evidence
- Access controls, key management, secrets hygiene; secure data paths end to end
- Public Cloud (Vertex AI, GPUs/TPUs), AWS/Azure AI services
- All employees working remotely will be required to adhere to UnitedHealth Group's Telecommuter Policy
Application Deadline: This will be posted for a minimum of 2 business days or until a sufficient candidate pool has been collected. Job posting may come down early due to volume of applicants.
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.
UnitedHealth Group is an Equal Employment Opportunity employer under applicable law and qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations.
UnitedHealth Group is a drug - free workplace. Candidates are required to pass a drug test before beginning employment.
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