Software Engineer Iii, Ai/ml, Health and Home

Google Google · Big Tech · Mountain View, CA +1

Software Engineer III, AI/ML role focused on developing LLM-based tools for generating synthetic user data and conversations for health and home feature evaluations. This involves implementing ML solutions, utilizing ML infrastructure, and contributing to model optimization and data processing, with a focus on advancing the quality and realism of synthetic context and defining evaluation metrics.

What you'd actually do

  1. Write product or system development code.
  2. Implement solutions in one or more specialized Machine Learning (ML) areas, utilize ML infrastructure, and contribute to model optimization and data processing.
  3. Contribute to the development of Large Language Model (LLM) based tools for generating simulated users and user conversations.
  4. Develop the tools to advance the quality, complexity, and realism of synthetic context for use in health and home feature evaluations.
  5. Help define metrics and methods for assessing the quality of synthetic data.

Skills

Required

  • Python
  • ML infrastructure
  • natural language processing
  • generative AI

Nice to have

  • LLM prompt engineering
  • data analysis
  • iterative quality improvement

What the JD emphasized

  • 2 years of experience with software development in Python programming languages
  • 1 year of experience with ML infrastructure
  • 1 year of experience with one or more of the following: natural language processing, generative AI, ML infrastructure, or specialization in another ML field.

Other signals

  • LLM
  • synthetic data
  • ML infrastructure
  • data processing
  • model optimization