Data science intern analyzing HR data and developing predictive models and AI solutions. Supporting iA Financial Group’s insurance, savings, and wealth management business.
About the role
- Staff Data Scientist focusing on statistical methodologies for marketing intelligence products at Northbeam. Collaborating cross-functionally and driving projects across the entire data lifecycle.
Responsibilities
- Develop and evolve statistical and causal inference methodologies that strengthen the rigor and reliability of Northbeam’s marketing measurement products
- Enhance the accuracy, robustness, and scalability of existing MMM pipelines
- Write production-quality Python and SQL, collaborating closely with Engineering to integrate statistical workflows into scalable systems
- Rigorously assess model assumptions, identify potential sources of bias, and implement mitigation strategies
- Debug data and modeling issues in production and improve the reliability of customer-facing results
- Translate complex statistical reasoning into clear, decision-ready insights for internal stakeholders and customers
Requirements
- Bachelor’s degree in Mathematics, Computer Science, or a highly quantitative STEM field (Master’s preferred)
- 6+ years of applied experience in data science, machine learning, or statistical modeling roles
- Deep applied experience in statistics and causal inference, including hands-on ownership of experiment design (A/B testing, geo-based experiments, or quasi-experimental methods), power analysis, and interpretation of lift
- Strong understanding of regression, time series modeling, Bayesian methods, and model evaluation in real-world business settings
- Experience translating statistical research or experimentation frameworks into production-ready systems
- Proficiency in Python and SQL, with experience working on modern data platforms and statistical modeling libraries
- Experience working with production code and comfort making changes to live models and pipelines
- Interest in (or prior experience with) marketing measurement, including MMM and incrementality, with a strong desire to deepen domain expertise
- Thrives in a small, fast-paced environment, with the ability to drive projects end-to-end
- Strong communication skills, with comfort explaining technical concepts to non-technical audiences and supporting customer-facing investigations
- A growth mindset and genuine curiosity about improving measurement quality and decision-making
Benefits
- equity package
- comprehensive healthcare benefits (medical, dental, and vision)
- 401(k) plan
- flexible PTO policy
- 12 company-paid holidays
- 12 weeks of paid parental leave
- $500 work-from-home stipend
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