Software Engineer, Large User Models, Core Machine Learning

Google Cloud provides enterprise-grade solutions leveraging cutting-edge technology and tools for digital transformation.
$136,000 - $200,000
Machine Learning
Mid-Level Software Engineer
In-Person
5000+ Employees
2+ years of experience
AI · Enterprise SaaS

Description For Software Engineer, Large User Models, Core Machine Learning

Google Cloud is seeking a Software Engineer specializing in Large User Models and Core Machine Learning to join their innovative team. This role is part of the Core ML organization, which drives ML excellence for Google and is responsible for creating a cohesive path for machine learning across the company.

The position offers an exciting opportunity to work on cutting-edge machine learning technologies, specifically focusing on Large Transformer-based User Models. You'll be part of the Recommendations ML team, whose mission is to accelerate product innovations through applied machine learning. The team collaborates with various product areas and partners to drive innovations in recommendations and user modeling.

As a Software Engineer in this role, you'll be responsible for conducting applied research, building and improving large-scale transformer models, and experimenting with various ML architectures. The role requires a strong background in machine learning, with at least 2 years of experience in software development and ML algorithms. Experience with Large Language Models, NLP, or Generative AI is essential.

The position offers competitive compensation ranging from $136,000 to $200,000, plus additional benefits including bonus, equity, and comprehensive healthcare coverage. You'll be working at Google's Mountain View location, contributing to projects that impact billions of users worldwide.

This is an excellent opportunity for someone passionate about machine learning and large-scale systems, offering the chance to work with state-of-the-art technology and collaborate with leading researchers in the field. You'll be part of Google Cloud's mission to accelerate digital transformation across industries while working on challenging problems in recommendation systems and large models across various domains including language, vision, and multimodal applications.

Last updated a month ago

Responsibilities For Software Engineer, Large User Models, Core Machine Learning

  • Conduct applied research to improve the quality and training/serving efficiency of Large Transformer-based User Models
  • Build, improve, and productionize Large Transformer-based User Models
  • Experiment, analyze, and iterate over Large User Models for Google products (e.g., Play, Search) to improve model quality
  • Collaborate with researchers to develop new Machine Learning (ML) architectures, techniques, and metrics
  • Research in recommendation systems and Large Models from other domains (e.g., Language, Vision, Multimodal)

Requirements For Software Engineer, Large User Models, Core Machine Learning

Python
  • Bachelor's degree or equivalent practical experience
  • 2 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree
  • 2 years of experience with machine learning algorithms and tools (e.g.,TensorFlow), artificial intelligence or deep learning
  • Experience with Large Language Models, NLP or Generative AI

Benefits For Software Engineer, Large User Models, Core Machine Learning

Medical Insurance
Dental Insurance
Vision Insurance
401k
Parental Leave
  • bonus
  • equity
  • benefits

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