Data Scientist

Allstate Allstate · Insurance · Canada

Data Scientist role at Allstate focusing on building predictive models and advanced analytics solutions to drive business impact across various insurance domains. The role involves end-to-end project delivery, stakeholder collaboration, and leveraging Python, Azure ML, and MS Fabric.

What you'd actually do

  1. Own end-to-end delivery of data science projects, from business problem definition to technical solution and implementation.
  2. Develop predictive models, natural language processing solutions, and other advanced analytics to drive measurable business impact.
  3. Partner with stakeholders across various business units to translate business needs into actionable technical solutions.
  4. Lead coding and development using Python, Azure, and other data science toolkits, ensuring scalability and performance.
  5. Maintain project documentation and ensure compliance with governance standards while supporting ongoing system reliability.

Skills

Required

  • machine learning
  • analytics
  • implementing and optimizing machine learning algorithms
  • regression
  • classification
  • segmentation problems
  • data transformations
  • text matching algorithms
  • Python
  • Python Tech Stack
  • Azure ML
  • MS Fabric
  • SAS
  • SQL
  • Java
  • VBA
  • Business acumen
  • analytics acumen
  • collaboration skills
  • team environment
  • communication skills
  • interpersonal skills

Nice to have

  • professional services firm or similar environment

What the JD emphasized

  • implementing and optimizing machine learning algorithms
  • turn large amounts of complex, detailed information into clear summaries and business recommendations

Other signals

  • Develop predictive models
  • implementing and optimizing machine learning algorithms
  • drive measurable business impact
  • turn large amounts of complex, detailed information into clear summaries and business recommendations