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DESCRIPTION :
As a Research Analyst, you'll collaborate with experts to develop cutting-edge ML and Gen AI / LLM solutions for business needs. You'll drive product pilots, demonstrating innovative thinking and customer focus. You'll coordinate between science and software teams, optimizing solutions. The role requires thriving in ambiguous, fast-paced environments and working independently with ML models. You are expected to be an Expert in classical ML, generative AI, prompt engineering, and deployment optimization. Capable of building scalable and production-ready AI systems. Provide mentorship and guidance to junior members in the team. Engage in cross-functional collaboration and drive measurable business impact
Key job responsibilities
About the team
Retail Business Services Technology (RBS Tech) team develops the systems and science to accelerate Amazon's flywheel. The team drives three core themes : 1) Find and Fix all customer and selling partner experience (CX and SPX) defects using technology, 2) Generate comprehensive insights for brand growth opportunities, and 3) Completely automate Stores tasks.
Our vision for MLOE is to achieve ML operational excellence across Amazon through continuous innovation, scalable infrastructure, and a data-driven approach to optimize value, efficiency, and reliability. We focus on key areas for enhancing machine learning operations : a) Model Evaluation : Expanding LLM-based audit platform to support multilingual and multimodal auditing. Developing an LLM-powered testing framework for conversational systems to automate the validation of conversational flows, ensuring scalable, accurate, and efficient end-to-end testing. b) Guardrails : Building common guardrail APIs that teams can integrate to detect and prevent egregious errors, knowledge grounding issues, PII breaches, and biases. c) Deployment Framework support LLM deployments and seamlessly integrate it with our release management processes.
BASIC QUALIFICATIONS :
PREFERRED QUALIFICATIONS :
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Research Analyst • Bengaluru, Karnataka, India