Director leading agentic AI and machine learning products for Instacart’s grocery technology platform. Building retailer solutions and guiding teams from strategy through production deployment.
CG
Senior Machine Learning Engineer, Causal & Decision Systems
Posted 9 hours ago
About the role
- Senior Machine Learning Engineer building causal and decision systems for CSC Generation’s AI-native omnichannel retail brands. Deploying machine learning that improves pricing and other commercial decisions.
Responsibilities
- Build closed-loop decision systems using machine learning to operate consumer businesses more intelligently
- Develop systems for causal response estimation, uncertainty quantification, action selection, information generation, outcome observation, policy updates, challenger evaluation, and guarded deployment
- Work across causal and heterogeneous treatment-effect modeling, uncertainty estimation and calibration, contextual bandits, active learning, sequential decision-making, policy learning, constrained optimization, counterfactual and off-policy evaluation, experimentation, champion/challenger systems, and production ML infrastructure
- Produce measurable economic lift in controlled experiments
- Build systems that generalize across businesses, learn from interventions, and safely automate commercial decisions
- Own problems end to end, from framing and modeling through production deployment and evaluation
- Report to the CTO
- Participate in recruiter screening, virtual interview rounds, an in-person interview at the Costa Rica office, and reference checks
Requirements
- Experience in several of: machine learning and statistical modeling; causal inference and experimentation; recommendation, advertising, pricing, marketplace, credit, or other decision systems; bandits, reinforcement learning, optimization, or active learning; uncertainty estimation; counterfactual evaluation; production ML systems
- Proficiency with Python and SQL
- Experience working with large behavioral datasets
- Exceptional technical ability and judgment
- Valid LinkedIn profile URL, or a credible reason and alternative evidence of professional background if no LinkedIn profile
- Must attend a mandatory in-person interview before an offer
Benefits
- Primarily remote work
- Private medical and life insurance
- Additional paid time off
- Monthly allowances and reimbursements
- Employee discounts
- Opportunities for professional growth
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Job type
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Salary
Not specified
Degree requirement
No Education Requirement
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