biBerk Business Insurance

Senior Marketing Data Scientist

biBerk Business Insurance

full-time

Posted on:

Location Type: Hybrid

Location: StamfordConnecticutUnited States

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Salary

💰 $160,000 - $220,000 per year

Job Level

Tech Stack

About the role

  • Lead the development and ongoing improvement of the company’s internal Marketing Mix Modeling (MMM) capability.
  • Develop, estimate, and maintain marketing mix models, including model specification, variable engineering, lag/adstock structures, and model validation.
  • Build and maintain data-driven attribution models to understand customer acquisition pathways and channel contribution.
  • Analyze marketing performance and provide recommendations for optimal marketing spend allocation across channels.
  • Partner with marketing leadership to develop robust frameworks for measuring incremental marketing impact.
  • Design, implement, and analyze incrementality and lift tests across marketing channels.
  • Develop methodologies to measure the causal impact of marketing investments.
  • Partner with marketing teams to embed testing frameworks into campaign planning.
  • Conduct deep exploratory data analysis (EDA) to uncover trends, anomalies, and opportunities in marketing and customer data.
  • Evaluate campaign performance, customer acquisition dynamics, and channel effectiveness.
  • Identify opportunities to improve ROI, conversion rates, and acquisition efficiency.
  • Design and implement monitoring frameworks and automated alerts to track marketing performance.
  • Build and maintain Power BI dashboards and reporting tools that provide clear visibility into marketing KPIs.
  • Develop scalable reporting and analytical tools to support ongoing marketing measurement and decision-making.
  • Translate complex analytical results into clear, actionable business insights.
  • Present findings to non-technical stakeholders and senior leadership.
  • Serve as a trusted analytical partner to marketing leadership and executives.
  • Lead or support additional marketing analytics initiatives, including: Campaign performance analysis, Channel effectiveness studies, Customer segmentation analysis, Marketing performance diagnostics.

Requirements

  • 5+ years of experience in marketing analytics, marketing data science, or related analytical roles
  • Hands-on experience developing and maintaining Marketing Mix Models (MMM), including model specification, variable engineering, estimation, and validation
  • Experience building or implementing data-driven attribution models
  • Experience designing and measuring incrementality or lift testing frameworks
  • Strong experience performing exploratory data analysis
  • Experience working with complex, multi-source marketing datasets
  • Experience building business dashboards and reporting tools (Power BI preferred)
  • Experience working in the insurance industry, with a strong preference for commercial or small business insurance
  • Familiarity with insurance-specific data such as policy lifecycle events, underwriting attributes, claims data, pricing, or retention metrics
  • Experience supporting growth, acquisition, retention, or cross-sell analytics in regulated financial services environments
  • Understanding of small business customer behavior, including segmentation by industry, size, and risk profile
  • Proficiency in Python or R for statistical modeling and data analysis
  • Strong SQL skills and experience working with large datasets
  • Experience with econometric, statistical, or causal inference methods
  • Experience building reproducible analytical workflows and data pipelines
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 & Tools
Marketing Mix Modeling (MMM)data-driven attribution modelsincrementality testingexploratory data analysis (EDA)Power BIPythonRSQLstatistical modelingcausal inference methods
Soft Skills
analytical partnercommunicationpresentation skillscollaborationproblem-solvingrecommendation developmentdata interpretationstakeholder engagementleadershipstrategic thinking