Kemper
Affordable protection in an ever-changing world.
Data Scientist
Data ScientistData ScientistFull TimeRemoteTeam 5,001-10,000Since 1912H1B SponsorCompany SiteLinkedIn
Location
California + 5 moreAll locations: California, Florida, Illinois, New York, Texas, Washington
Posted
18 days ago
Salary
$93.5K - $155.2K / year
Postgraduate Degree2 yrs expEnglishAWSNumpyPandasPythonScikit Learn
Job Description
• Build predictive models and applied LLMs designed to support the Kemper claims operation in areas such as fraud detection, subrogation identification, vehicle damage severity, adjuster triage and claims quality management
• Develop and automate predictive modeling processes that can be deployed through the organization to solve recurring analytics needs
• Contribute to the improvement of internal modeling capabilities and data infrastructure by suggesting and applying tweaks to existing processes
• Monitor deployed solutions and escalate as needed
Job Requirements
- Proficient in Python programming language (scikit-learn, pandas, numpy, scipy, etc.)
- Proficiency with several modeling techniques such as generalized linear models, decision trees, ensemble learning, regularized models (ridge/lasso/nets), clustering, and neural networks
- Prior experience working with AWS is a plus
- Some experience with natural language processing is preferred
- Some experience working with LLMs via API is preferred but not required
- Excellent overall communication skills, especially the ability to translate technical results for non-technical audiences
- Graduate degree required in a quantitative field: Mathematics, Statistics, CS, Physics, MIS, Economics, Electrical Engineering, etc.
- 2+ years’ experience in a data science/predictive analytics environment preferred
Benefits
- Health insurance
- 401(k) matching
- Flexible work hours
- Paid time off
- Tuition assistance program
- Paid certifications
- Continuing education programs
- Employee discounts for shopping, dining, and travel
