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Cotiviti

Catches billing errors for health insurers

Senior Generative AI Scientist 2

Natural Language Processing & LLMsPosted on Nov 5
Full-timeRemote in USA$153k - $180k /yr

About the Job

Requirements

  • A graduate degree in a quantitative discipline such as Computer Science/Engineering, Statistics, or Operations Research, covering Advanced Statistics, Machine Learning, and AI.
  • At least 5 years of hands-on data science or AI experience using typical machine-learning and data-science tools, including pandas, scikit-learn, keras, nltk, TensorFlow or PyTorch, and GPU.
  • Experience with natural-language-processing techniques, including transformers; fine-tuning large language models; measuring, benchmarking, and deploying large language models with tools such as HuggingFace, Langchain, LLAMA/Mistral, and OpenAI; and vector databases.
  • Experience building production-grade machine-learning deployments on AWS, Azure, or GCP.
  • Experience working with Apache Spark and large-scale distributed datasets.
  • Flexibility to work with global teams and geographically dispersed U.S.-based teams.
  • Ability to properly handle confidential information and work within a matrixed organization.
  • Proficiency in the required skills and competencies.
  • Ability to work independently and collaboratively, manage multiple tasks, prioritize, and meet deadlines.
  • Must be able to perform duties with or without reasonable accommodation.
  • Must provide high-speed internet access/connectivity, an office setup and maintenance, and a dedicated, secure work area.

Responsibilities

  • Assess the potential value and risks of business problems that may be solved using machine-learning and artificial-intelligence techniques, in collaboration with Research and Development, Business Operations, and Product Management stakeholders.
  • Develop exploratory data-analysis approaches to verify initial hypotheses for potential artificial-intelligence and machine-learning use cases.
  • Document approaches, reasoning, and results using standard methods that enable collaboration with other data scientists.
  • Prepare final trained models and develop validation test sets for quality assurance.
  • Work with machine-learning operations and production operations to deploy models into production and support monitoring model performance.
  • Participate in design sessions to continuously develop and improve the machine-learning platform.
  • Collaborate with peers on other data-science initiatives and support their projects.
  • Participate in knowledge-sharing sessions to bring new insights and technologies to the team.
  • Deliver end-to-end, value-based solutions, including data pipelines, model creation, and applications for end-user consumption.
  • Complete responsibilities outlined in annual performance reviews and/or goal setting, as well as assigned special projects and other duties.
  • Perform duties while remaining in a stationary position for prolonged periods and repeating motions that may involve the wrists, hands, and/or fingers.

Desired Qualifications

  • Experience communicating technical concepts to technical and non-technical audiences.

About the Company

Cotiviti

Catches billing errors for health insurers

Cotiviti sells software and review services that help US health insurers pay medical claims correctly, catch fraud, and track the quality of care their members receive. Its software for HEDIS, the care-quality scores US health plans report, has passed certification by the nonprofit NCQA every year since 2001. Insurers run claims through its coding and payment-policy checks before paying them, while its auditors review medical records and paid claims to recover overpayments. Clients pay it software fees or a share of the savings it finds. Cotiviti began in 1979 by auditing retailers' payments to suppliers, which it still does, and it is based in South Jordan, Utah, and owned by private equity firms Veritas Capital and KKR.

Company size
5,001-10,000
Company stage
IPO
Headquarters
South Jordan, UT
Founded
1979

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