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Principal Data Scientist - Remote

LinkedIn Optum Minnetonka, MN
Not Applicable Posted April 17, 2026 Job link
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Requirements
  • 10+ years of experience designing, building, and deploying production machine learning solutions
  • Deep expertise in either NLP or Computer Vision, with multiple years of hands on solution ownership in that domain
  • Deep expertise in core ML and statistical methods: supervised/unsupervised learning, regression, classification, clustering, time series, Bayesian modeling
  • Proven solid foundation in traditional ML and deep learning, demonstrated through substantive work prior to or alongside recent GenAI efforts (GenAI only backgrounds without prior ML depth are not sufficient)
  • Demonstrated experience with cloud ML services and infrastructure design on at least one major cloud platform (AWS, Azure or GCP)
  • Recent experience (approximately last three years) building GenAI applications using LLMs and frameworks such as LangChain and/or LangGraph
  • Hands on programming experience in Python and ML frameworks (e.g., PyTorch, TensorFlow)
  • Demonstrated familiarity with big data technologies: Apache Spark, Hadoop, Dask
  • Ability to define cloud-native ML infrastructure on Azure, AWS or GCP: containerization (Docker/Kubernetes), ML pipelines (SageMaker, Vertex AI, Azure ML), MLOps (CI/CD, model registry, monitoring)
  • Proficiency in deep learning frameworks: TensorFlow, Keras, PyTorch
  • Practical experience building or fine-tuning generative models (e.g., GPT, BERT, Stable Diffusion, custom architectures)
  • Proven solid background in probability, linear algebra and statistical inference
  • Demonstrated track record of moving models from research/POC into production at scale
  • Proven excellent problem-solving ability and solid verbal/written communication skills
Preferred Skills
  • Experience working with healthcare data, systems, or use cases
  • Experience with MLOps tools: MLflow, Kubeflow, TFX, Airflow or equivalent
  • Proven knowledge of data visualization tools (Tableau, Power BI) and dashboarding
  • Work supporting U.S. based healthcare or enterprise environments
  • Reside in Minnesota