Business Research Analyst - I, Rbs Tech

Amazon Amazon · Big Tech · IN, KA, Bengaluru · Business Intelligence

This role involves implementing classical ML models and LLM-based inferences for business problems. The analyst will develop prompts, conduct evaluations, collaborate on deployment, and monitor performance. The role requires hands-on Python and ML/LLM toolkit skills, understanding of AI/ML trade-offs, and the ability to deliver scoped ML components.

What you'd actually do

  1. Implement machine learning models (classical ML covering classification and regression models) using Python and ML frameworks
  2. Develop and iterate prompts for LLMs using few-shot, CoT, and instruction-based techniques
  3. Conduct offline evaluations and benchmarking / testing on LLM and ML outputs
  4. Collaborate with engineers to deploy models in production and monitor performance
  5. Document experiments and results; participate and brief milestones in weekly sprint planning and model reviews

Skills

Required

  • Python
  • ML frameworks
  • LLM prompt engineering
  • few-shot learning
  • CoT
  • instruction-based techniques
  • offline evaluations
  • benchmarking
  • model deployment
  • performance monitoring
  • SQL
  • analytical thinking
  • communication skills
  • team collaboration

Nice to have

  • data modeling
  • data pipeline design
  • statistical analysis
  • co-relation analysis
  • developing models
  • tuning hyperparameters
  • deploying models
  • building ML services

What the JD emphasized

  • Relevant experience in solving real world business problems using AI/ML or applying GenAI and LLMs through prompt engineering techniques.
  • Technical expertise, experience in AI/ML and GenAI.

Other signals

  • implement classical ML models
  • LLM based inferences
  • model development, evaluation, and optimization
  • deploy models in production