Staff Software Engineer, ML Frameworks

Google LLC

Mountain View, CA

JOB DETAILS
SKILLS
Algorithms, Android, Application Programming Interface (API), Artificial Intelligence (AI) Natural Language, Automation Engineering, Business Development, Cloud Computing, Cloud Storage, Computer Science, Cross-Functional, Customer Service Management, Data Modeling, Data Processing, Data Storage, Data Structures, Debugging Skills, Distributed Computing, English Language, Entertainment and Media, Equal Employment Opportunity (EEO), Field Sales, Financial Services, GPU (Graphics Processing Unit), Gaming, Genetics, Graphic Design, Information Retrieval, Information/Data Security (InfoSec), Internet Search, JAX (Java API for XML), Large-Scale Systems, Leadership, Leading Edge Technology, Matrix Management, Natural Language Processing (NLP), Network Administration/Management, Network Design, Network Operations Center, Operating Systems, Operations Management, Organizational Skills, Product Management, Product Support, Product/Service Launch, Recruiting/Staffing Agency, Regulatory Requirements, Reinforcement Learning, Reliability Engineering, Software Architecture, Software Architecture Design, Software Development, Software Engineering, Stock Purchase Plans, Systems Administration/Management, Team Lead/Manager, Technical Consulting, Technical Leadership, Technical Strategy, Testing, User Interface Design
LOCATION
Mountain View, CA
POSTED
3 days ago

Staff Software Engineer, ML Frameworks - Google Careers

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Staff Software Engineer, ML Frameworks

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Experience owning outcomes and decision making, solving ambiguous problems and influencing stakeholders; deep expertise in domain.

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Minimum qualifications:

  • Bachelor's degree or equivalent practical experience.

  • 8 years of experience in software development.

  • 5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.

  • 5 years of experience with one or more of the following: Speech/audio (e.g., technology duplicating and responding to the human voice), reinforcement learning (e.g., sequential decision making), ML infrastructure, or specialization in another ML field.

  • 5 years of experience with ML design and ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging, fine tuning).

Preferred qualifications:

  • Master's degree or PhD in Engineering, Computer Science, or a related technical field.

  • 8 years of experience with data structures and algorithms.

  • 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 in ML compilers and runtimes.

  • Experience with Tensor Processing Units (TPUs), TPU system design, and Graphics Processing Units (GPUs).

About the job

Google"s software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We"re looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google's needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.

We are building the ML infrastructure between top-level frameworks and hardware as a platform and operating system for ML programs. Our mission is to ensure end-to-end training and inference success for Google and the world through cost-effective and performant software stacks across hardware, frameworks, and model types.

In this role, your goal will be to enable internal and Cloud developers to innovate through the effortless, transparent use of high-functioning ML infrastructure, allowing them to focus their energy on forward-reaching achievements and the advancement of the field.

Google Cloud accelerates every organization's ability to digitally transform its business and industry. We deliver enterprise-grade solutions that leverage Google's cutting-edge technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to Google Cloud as their trusted partner to enable growth and solve their most critical business problems.

Individual pay is determined by factors including job-related skills, experience, and relevant education or training.

US: $207000 - $301000 (USD) + 20% bonus target + equity + benefits

Learn more about benefits at Google.

Responsibilities

  • Innovate next directions for infrastructure over a 12-month time horizon, given a rapidly changing technology landscape.
  • Drive technical strategy and roadmaps for infrastructure development.
  • Identify and build stable, standardized Application Programming Interfaces (APIs) for internal products.
  • Migrate existing frameworks (e.g., TensorFlow, JAX, PyTorch), runtimes (TFExecutor, TFRT, PJRT), and Product Area's custom workflows (AdBrain) onto ML Runtime, minimizing any user disruption.
  • Partner with Global Delivery Model (GDM) to transfer key innovations into products developed by your team and partner teams.

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.

Equity is granted exclusively and discretionarily by Alphabet Inc. on the basis of an agreement concluded between you and Alphabet Inc. Alphabet Inc. is your sole contractual partner with respect to equity grants. GSU grants are not guaranteed, are discretionary, are subject to approval by the Alphabet Inc. board of directors or its delegate, the terms of the relevant Alphabet Inc. stock plan, and your grant agreement. They have no impact on statutory payments. Current or past grants do not confer an acquired right.

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