INACTIVE
Full-Time
Data Scientist
Personalized home insurance solutions
Fintech
Junior, Mid, Senior
Remote + 2 more
Required Skills
Python
Data Science
Data Structures & Algorithms
Natural Language Processing (NLP)
Computer Vision
Requirements
- Bachelor's degree or Masters in Machine Learning, Statistics, Mathematics, Computer Science, Economics, or a related field
- Masters / PhD in a technical field preferred
- Experience developing GLMs & tree-based models
- 2-5 years working experience developing ML models
- Insurance experience preferred
- Experience interfacing with business partners to define data science projects and solutions
- Must have experience in applied mathematics or statistics
- Experience in programming in Python and understanding of the software development life cycle
- Excellent communication skills, both oral and written
- Familiarity with natural language processing models a plus
- Interest or experience in highly regulated and / or startup environment(s)
- Passion for telling stories with data
Responsibilities
- Development of GLM and tree-based models to predict profitability of each insured
- Working with data engineering & business intelligence to develop modeling datasets, and contributing to the buildout of these data models
- Build ensemble algorithms to predict customer retention & conversion
- Automation of Kin's direct mail strategy
- Creation of a lifetime value model to prioritize marketing by person/property and marketing initiative
- Researching advanced AI techniques to advance the industry, including building a computer vision model, and developing state of the art NLP models to interpret documents and assist in claims handling
- Ideating Machine Learning use cases with business partners; gathering requirements, testing feasibility, etc
Kin’s mission is to reimagine home insurance For Every New Normal. The company has proprietary technology and a direct-to-consumer model, Kin provides affordable pricing without compromising coverage, even in areas most impacted by climate change.
Company Stage
Series D
Total Funding
$496.3M
Headquarters
Chicago, Illinois
Founded
2016
Growth & Insights
Headcount
6 month growth
↑ 13%1 year growth
↑ 28%2 year growth
↑ 54%Benefits
Medical, dental, and vision
Life & disability
Commuter benefits
401k
Education & professional development
Flexible PTO
Company provided lunch
INACTIVE