Google DeepMind is looking to enhance Gemini, making it the best LLM-supercharged universal assistant by integrating capabilities from both 1P Google Services and 3P services. The goal is to improve the Tool Use platform, model quality, and build new agentic experiences powered by these integrations.
Requirements
- Proven knowledge and experience of Python, C++, GCL in production environments
- Experience in applying experimental ideas to applied problems
- Knowledge of machine learning and statistics
- Experience productionizing state-of-the-art large language and multimodal models
- Experience fine-tuning large models (e.g. SFT, RLHF, prompt optimization)
- Experience working on software engineering projects from proof-of-concept through to implementation.
- Experience working with LLMs and building products based around AI models
Responsibilities
- Improving the model’s ability to reason through complex requests and call various tools to fulfill user requests, including complex scenarios like chaining multiple tools across multiple turns.
- Building new agentic experiences powered by core tools with multi-modal input in GeminiLive with camera and screenshare.
- Identifying gaps based on user feedback and improving the model’s capability for function calling.
- Building data collection and eval infra to collect eval data in scalably and autoraters, autousers, automatic prompt optimization to help scale hill-climb and push the frontiers of what Gemini can do with MCP integrations.
- Working on horizontal model quality and infrastructure for scaling to all APIs/MCPs out in the world.
- Bringing conversational, multimodal agentic experiences powered by 1P and 3P tools into Gemini and Gemini Live.
- Slotting new capabilities into an end-to-end production stack.
Other
- BS, MS or PhD degree in computer science, mathematics, applied stats, machine learning or similar experience working in industry
- Great communication skills and interpersonal skills
- Ability to thrive in ambiguity and have a shipping mindset
- Willingness to help out with whatever moves prototypes forward
- Flexibility and adaptability to work on any project
