Data Scientist II

Hybrid Full TimeIrvine, California, United StatesCorVel

We have an exciting opportunity for a Data Scientist within our data product space. This individual will be focused on designing, building, and deploying machine learning models and data products that support our enterprise initiatives.

Requirements

  • Mine and analyze data from internal databases to drive optimization and improvement of product development and business strategies
  • Create new, experimental frameworks to collect data
  • Build tools to automate data collection
  • Develop custom data models and algorithms to apply to data sets
  • Design, build, train, and deploy machine learning models and data products for enterprise use
  • Translate business and operational needs into scalable data science solutions and modeling approaches
  • Perform feature engineering, data preparation, and exploratory analysis to support model development
  • Develop and evaluate models using appropriate techniques (e.g., classification, regression, NLP, optimization)
  • Contribute to the design of data products, including model outputs, APIs, and integration into downstream systems
  • Support advanced AI use cases, including LLM-based solutions, retrieval-augmented generation (RAG), and hybrid modeling approaches where appropriate
  • Collaborate with engineering teams to integrate models into production environments using APIs, pipelines, and cloud services
  • Support deployment and lifecycle management of models within Azure Machine Learning, AWS, or similar platforms
  • Perform model validation, testing, and documentation to ensure quality and reproducibility
  • Contribute to technical design discussions and provide input on architecture and implementation strategies
  • Work within the full software development lifecycle (SDLC), including version control, testing, and release processes
  • Communicate model behavior, assumptions, and results clearly to technical and non-technical stakeholders
  • Develop A/B testing framework and test model quality

Benefits

  • Medical (HDHP) w/Pharmacy
  • Dental
  • Vision
  • Long Term Disability
  • Health Savings Account
  • Flexible Spending Account Options
  • Life Insurance
  • Accident Insurance
  • Critical Illness Insurance
  • Pre-paid Legal Insurance
  • Parking and Transit FSA accounts
  • 401K
  • ROTH 401K
  • Paid Time Off

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