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Senior Machine Learning Engineer
Trafilea Tech E-commerce GroupSenior Machine Learning Engineer developing and deploying scalable ML models for transformative brand growth. Leading cross-functional collaboration to drive business decisions through advanced ML systems.
Tech Stack
Tools & technologiesAWSCloudPythonSQL
About the role
Key responsibilities & impact- Lead the development and deployment of advanced ML models and scalable systems that power critical business decisions
- Develop production-ready machine learning systems with robust testing and scalable architecture
- Build and improve forecasting and optimization models using XGBoost and advanced ML techniques
- Design data pipelines and ML workflows that transform raw data into business intelligence
- Bring research into production through experimentation, iteration, and deployment
- Integrate ML systems into real business operations and user-facing tools
- Drive model explainability initiatives using SHAP values and LLM-powered insights
- Collaborate closely with Growth, Marketing Science, Product, and Engineering teams
- Influence technical strategy while aligning ML initiatives with business impact
- Mentor team members and help elevate engineering and ML standards across the organization
Requirements
What you’ll need- 5+ years of experience building and deploying machine learning systems in production
- Strong expertise in Python, SQL, and modern ML frameworks
- Experience with XGBoost, forecasting models, and scalable ML pipelines
- Deep understanding of MLOps, testing strategies, CI/CD, and data engineering practices
- Experience working with AWS ecosystem, MLFlow, or similar cloud ML tooling
- Strong knowledge of the ML lifecycle, experimentation frameworks, and model optimization
- Ability to communicate technical concepts clearly to both technical and business stakeholders
- Experience in growth, marketing, e-commerce, or high-scale digital environments is a strong plus.
Benefits
Comp & perks- 100% Remote
- USD competitive salary
- Paid time off
- More
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningXGBoostPythonSQLMLOpsCI/CDdata engineeringforecasting modelsmodel optimizationtesting strategies
Soft Skills
communicationmentoringcollaborationinfluencingtechnical strategy alignment