Data Scientist Ii, Sands, Sands

Amazon Amazon · Big Tech · IN, KA, Bengaluru · Data Science

Data Scientist II role focused on building predictive models and optimization algorithms for AWS Global Services support organization, utilizing machine learning and deep learning to drive business and operational improvements. The role involves partnering with various teams to optimize and predict across the network, with a focus on contact forecasting and cost optimization.

What you'd actually do

  1. build and manage modeling projects
  2. identify data requirements
  3. build methodology and tools that are statistically grounded
  4. partner with data engineering, Tooling team, operations, Training, Customer Service, Capacity planning and finance teams, driving optimization and prediction solutions across the network

Skills

Required

  • data querying languages (e.g. SQL)
  • scripting languages (e.g. Python)
  • statistical/mathematical software (e.g. R, SAS, Matlab, etc.)
  • machine learning/statistical modeling data analysis tools and techniques
  • working with or evaluating AI systems
  • applying theoretical models in an applied environment

Nice to have

  • Master's degree or above in Science, Technology, Engineering, or Mathematics (STEM)
  • Knowledge of machine learning concepts and their application to reasoning and problem-solving
  • Experience in a ML or data scientist role with a large technology company
  • Experience in defining and creating benchmarks for assessing GenAI model performance
  • Experience applying quantitative ana

What the JD emphasized

  • ability to embrace this ambiguity and work with a highly distributed team of experts is critical

Other signals

  • model contact forecasting
  • predictive models
  • optimization algorithms
  • machine learning
  • deep learning