Senior Software Engineer, Operations Research and Gemini

Requirements:

• Bachelor’s degree or equivalent practical experience.
• 5 years of experience with software development in Python.
• 3 years of experience building training and evaluation datasets for Generative AI models.
• 3 years of experience operating within the core technology stack of modern Large Language Models (LLMs).
• 3 years of experience in machine learning research or machine learning infrastructure.

Nice to haves:

• Master's degree or PhD in Computer Science, or a related technical field.
• 5 years of experience with data structures and algorithms.
• 3 years of experience working in a complex, matrixed organization involving cross-functional, or cross-business projects.
• Experience in combinatorial optimization or other areas of operations research.
• Experience in reinforcement learning.

What you'll be doing:

• Build evaluation datasets, autoraters, and reward functions to assess and improve Gemini capabilities.
• Develop user simulators to test and refine model interactions.
• Construct agentic harnesses that enable models to interface with optimization solvers.
• Partner with product areas to integrate optimization solvers into their Generative AI offerings.
• Identify model capability gaps and devise concrete technical solutions.