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TL;DR
Senior Machine Learning Engineer (AI): Building and optimizing production-grade machine learning systems for ecommerce and retail analytics with an accent on forecasting models and generative AI features. Focus on designing scalable data-driven products, implementing retrieval-augmented generation solutions, and managing the full MLOps lifecycle.
What you will do
- Build and deploy forecasting models tailored for ecommerce and retail analytics.
- Design, deploy, and monitor production-grade machine learning systems.
- Develop and integrate LLM-powered generative AI features into product offerings.
- Implement retrieval-augmented generation (RAG) solutions to enhance model performance.
- Deliver scalable, data-driven products that provide measurable business impact.
Requirements
- Proven experience in designing and maintaining production machine learning systems.
- Strong proficiency in Python and modern ML frameworks.
- Hands-on experience with LLM applications and generative AI development.
- Expertise in implementing retrieval-augmented generation (RAG) architectures.
- Solid understanding of MLOps practices and model monitoring.
- Experience with forecasting models and recommendation systems in a retail or ecommerce context.