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ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
SQLPythonmachine learningmodel productionizationevaluation frameworksmodel performance monitoringchurn analysissegmentationLTV modelingrecommender systems
Soft Skills
strong communicationsimplifying technical concepts
Tools & Technologies
AI coding toolsproduction systemsAPIsinternal toolsML infrastructure
Industry Keywords
loyalty analyticsCRMretail analyticsAI agentsbilingual (French/English)
Tech Stack
Tools & technologiesPythonSQL
About the role
Key responsibilities & impact- Partner with Product and BI to turn business goals into well-scoped ML problems with clear success criteria and guardrails
- Build and productionize models for segmentation, churn, LTV, and recommendations
- Design evaluation frameworks including offline benchmarks and online feedback loops to ensure models are measured, not assumed
- Collaborate with Engineering on production design considerations like latency, payload structure, fallbacks, and failure modes
- Monitor model performance over time, detect drift, and own retraining and iteration cycles
- Use product telemetry and user feedback to drive continuous model and feature improvements
- Work alongside AI coding agents to accelerate development (pipelines, tests, refactoring, exploration) while maintaining human oversight
- Communicate results, trade-offs, and recommendations clearly across technical and non-technical teams
Requirements
What you’ll need- 5+ years as a Data Scientist, Applied Scientist, or ML Engineer
- Strong SQL and Python skills with production ML experience
- Experience with churn, segmentation, LTV, or recommender systems
- Comfortable working with production systems and APIs
- Familiar with AI coding tools and agentic workflows
- Strong communicator who can simplify technical concepts
- Nice to Have
- Experience in loyalty, CRM, or retail analytics
- LLM or AI agent experience
- Building internal tools or ML infrastructure
- French/English bilingual
Benefits
Comp & perks- Flexibility: People-first approach focused on outcomes, not location or hours.
