Forward Deployed Data Scientist
New
H
HightouchData Science
Canada, Mexico, United StatesFull-TimeMiddle
Salary140,000 - 220,000 USD per year
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Job Details
- Required Skills
- PythonSQLData AnalysisMachine LearningPandasA/B testing
Requirements
- Strong ability to perform deep exploratory data analysis in Python (Polars/Pandas, Jupyter notebooks).
- Ability to write and interpret SQL for customer warehouse analysis.
- High-level understanding of ML modeling concepts (features, hyperparameters, reward functions, training windows).
- Excellent communication skills; able to explain technical reasoning simply and confidently to marketers.
- A customer-first attitude with high ownership and urgency when resolving issues.
- Experience setting up and analyzing marketing experiments (A/B, multivariate tests) preferred.
- Experience in an applied ML, data science, analytics engineering, or forward-deployed role preferred.
- Experience building lightweight internal tools or scripting solutions preferred.
Responsibilities
- Own diagnostics, insights, and tuning for AI Decisioning campaigns.
- Explain why AI Decisioning is driving lift using counterfactuals, incrementality breakdowns, and cohort analysis.
- Debug performance issues, iterate on reward functions, and ensure the agent’s recommendations align with customer goals.
- Investigate experiment setups and surface actionable recommendations.
- Pull down historical data to run exploratory analyses using Polars/Pandas in Jupyter notebooks.
- Modify and improve customer feature matrices to unlock deep personalization.
- Conduct deeper warehouse-level SQL analyses.
- Create templates, notebooks, scripts, and repeatable workflows to improve performance analysis.
- Communicate ML concepts clearly to marketers, analysts, and executives.
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