Staff Software Engineer, Natural Language Processing, Gemini
This job is no longer accepting applications
See open jobs at Google.See open jobs similar to "Staff Software Engineer, Natural Language Processing, Gemini" ASU+GSV Summit.Staff Software Engineer, Natural Language Processing, Gemini
- linkCopy link
- emailEmail a friend
Minimum qualifications:
- Bachelor's degree or equivalent practical experience.
- 8 years of experience in software development, and with data structures/algorithms.
- 5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.
- 5 years of experience leading ML design, fine tuning/reinforcement learning (RL), and debugging data issues (e.g., bias, train/inference mismatch, data quality).
- Experience with large language models, including 7b+ models, in a professional setting.
- Experience processing and working to understand natural language and large language models.
Preferred qualifications:
- Master’s degree or PhD in Engineering, Computer Science, or a related technical field.
- 3 years of experience in a technical leadership role leading project teams and setting technical direction.
- 3 years of experience working in a complex, matrixed organization involving cross-functional, or cross-business projects.
- Experience as a manager.
About the job
Join the team shaping the future of conversational AI and language understanding at Google. The Gemini team is at the forefront of deploying large language models (LLMs) that power Google’s conversational AI experiences. As a member of the Gemini team, you will contribute to the advancement and application of cutting-edge generative AI technologies that power conversational experiences and revolutionize the way we interact with information.
- Modeling techniques for reasoning, planning, tool chaining.
- Instruction tuning to make LLM follow user prompts
- Leveraging human feedback through reinforcement learning (RLHF)
- Targeted LLM-based synthetic data generation
- Empower LLMs to generate code that can be executed for plotting, solving equations, interactive data visualization and more.
- Making LLMs orchestrate over tools and backends.
- Retrieval over knowledge bases.
- Building automatic LLM-based offline evaluations.
- Increasing trust & safety of our models.
Responsibilities
- Drive innovation by translating cutting-edge ML research into impactful user-facing solutions.
- Push the boundaries of innovation and research across key Gemini dimensions - factuality and hallucinations, instruction following, coding generation capability, RLHF, differential privacy, handling long context, multimodal inputs and outputs, and more.
- Design and execute rigorous experiments, analyze results, and iterate on solutions to achieve optimal outcomes.
- Provide technical leadership on high-impact projects.
- Lead NLP solution design, optimize ML infrastructure, and guide model evaluation and debugging efforts.
Information collected and processed as part of your Google Careers profile, and any job applications you choose to submit is subject to Google's Applicant and Candidate Privacy Policy.
Google is proud to be an equal opportunity and affirmative action employer. We are committed to building a workforce that is representative of the users we serve, creating a culture of belonging, and providing an equal employment opportunity regardless of race, creed, color, religion, gender, sexual orientation, gender identity/expression, national origin, disability, age, genetic information, veteran status, marital status, pregnancy or related condition (including breastfeeding), expecting or parents-to-be, criminal histories consistent with legal requirements, or any other basis protected by law. See also Google's EEO Policy, Know your rights: workplace discrimination is illegal, Belonging at Google, and How we hire.
If you have a need that requires accommodation, please let us know by completing our Accommodations for Applicants form.
Google is a global company and, in order to facilitate efficient collaboration and communication globally, English proficiency is a requirement for all roles unless stated otherwise in the job posting.
To all recruitment agencies: Google does not accept agency resumes. Please do not forward resumes to our jobs alias, Google employees, or any other organization location. Google is not responsible for any fees related to unsolicited resumes.
This job is no longer accepting applications
See open jobs at Google.See open jobs similar to "Staff Software Engineer, Natural Language Processing, Gemini" ASU+GSV Summit.