Senior Product Data Scientist
Courtyard by Marriott
PythonSQLTableau
Senior Data Scientist – Portfolio Strategy
biBerk Business Insurance
full-time
Posted on:
Location Type: Remote
Location: Remote • 🇺🇸 United States
Visit company websiteSalary
💰 $150,000 - $190,000 per year
Job Level
Senior
Tech Stack
PythonSQL
About the role
- Build and refine predictive models that help to inform business decisions in marketing, rating, underwriting, and operations.
- Identify trends, patterns, and outliers in data and find the underlying root causes.
- Identify external data sources and models that could improve business processes and evaluate their potential efficacy.
- Design, build, and maintain reports and dashboards that help key stakeholders to monitor the status of core business processes and to explore the data independently.
- Operationalize your work by integrating models into production workflows used across the business.
- Work closely with domain experts across the business to extract knowledge that improves model specification and supports effective validation.
- Communicate results clearly and in a way that makes intuitive sense, so others can understand them, trust them, and act on them with confidence.
- Ensure all work is reproducible, well-organized, and appropriately documented, making it easy to review and build upon.
- Deliver decision-ready outputs backed by rigorous validation, sense checks, and quality control.
Requirements
- 5+ years of experience in applied data science or statistical modeling; experience in insurance or actuarial domains is a strong plus.
- Strong intuition for probabilistic reasoning and the principles underlying statistical modeling.
- Knowledgeable about Bayesian methods, hierarchical modeling, and simulation-based techniques.
- Proficient in Python (or R) and SQL for data manipulation and analysis, and familiarity with probabilistic programming libraries like PyMC or Stan.
- Experience leveraging AI tools to accelerate workflows, with a clear understanding of their limitations and the safeguards needed for quality, privacy, and security.
- Strong organizational skills, acute attention to detail, and a preference for taking a methodical approach to analysis and problem-solving.
- Excellent verbal and written communication skills, and an eagerness to collaborate across disciplines.
Benefits
- Medical (PPO/HDHP), vision, disability, and life insurance.
- Enhanced dental plan with orthodontia coverage in addition to a standard plan.
- Generous PTO plan for all benefit-time eligible employees.
- Paid company holidays and 4 floating holidays.
- Paid parental leave.
- Employee Retirement Savings Plan/401(k) with company match and immediate vesting.
- Education Assistance Program that offers 100% upfront tuition reimbursement after 6 months of service for approved degree programs.
- Service Recognition Program that provides a monetary award to be used toward a vacation every 5 years of employment.
- Wellness Initiatives that include Fitness Center and Weight Watchers Reimbursement programs.
- Voluntary benefits that include accident, critical illness, and hospital indemnity.
- Employee discount and rewards program on travel, tickets, electronics, home, and more.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
predictive modelingstatistical modelingBayesian methodshierarchical modelingsimulation-based techniquesPythonRSQLprobabilistic programmingdata manipulation
Soft skills
organizational skillsattention to detailmethodical approachverbal communicationwritten communicationcollaborationproblem-solvingintuitive reasoningtrust-buildingdocumentation
