Data Scientist, Research, Operations and Infrastructure Data Science
- linkCopy link
- emailEmail a friend
Minimum qualifications:
- Master's degree in Statistics, Data Science, Mathematics, Physics, Economics, Operations Research, Engineering, or a related quantitative field.
- 3 years of work experience using analytics to solve product or business problems, coding (e.g., Python, R, SQL), querying databases or statistical analysis, or a PhD degree.
Preferred qualifications:
- 5 years of work experience using analytics to solve product or business problems, coding (e.g., Python, R, SQL), querying databases or statistical analysis, or a PhD degree.
- Experience designing and building statistical models or physical models for energy consumption.
- Experience in energy or climate domains.
- Experience designing and building optimization, simulation, and probabilistic decision-making models.
- Excellent problem-framing, problem-solving and project management skills.
About the job
In this role, you will lead data modeling and forecasting efforts for our AI/ML software footprint. This includes collaborating with internal teams to gather, analyze, and interpret data related to AI/ML software usage, resource consumption, energy consumption, and carbon emissions. You will develop modeling methodologies that accurately estimate the carbon emissions of AI/ML software. You will help identify key factors, such as model complexity, training data volumes, and deployment patterns, to identify and highlight opportunities for emissions reductions. You will also develop metrics to evaluate and prioritize AI/ML emissions reductions projects.
You will work closely with the Advanced Energy Labs team, helping to close Google’s most critical energy gaps by driving internal and external data and software products from 0 to 1. You will also work closely with the Climate Operations team, be responsible for ensuring that Google achieves Net Zero emissions and 24/7 carbon-free energy by 2030 for our global operations and value chain.
The US base salary range for this full-time position is $147,000-$211,000 + bonus + equity + benefits. Our salary ranges are determined by role, level, and location. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training. Your recruiter can share more about the specific salary range for your preferred location during the hiring process.Responsibilities
- Collaborate with cross-functional stakeholder to understand their business needs and frame investigative problems.
- Develop, maintain, support, and enhance models and estimation tools for the energy-use and carbon-footprint of Google Cloud customer workloads.
- Drive analysis and modeling, drawing from multiple methods and choosing the right method and level of complexity appropriate for the business challenges.
- Collaborate with subject matter experts to combine hardware insights with energy and emissions data to prioritize carbon-reduction efforts in Cloud.
- Identify, prioritize, frame, and structure complex and ambiguous challenges, where advanced analytics projects or tools can have the biggest impact.
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.