Business Data Scientist, Economist
1 month ago
corporate_fare Google place Mountain View, CA, USA
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Minimum Qualifications:- Master's degree in Economics, Operations Research, Management Science, Statistics or related fields, or equivalent practical experience.
- 3 years of experience in programming with R, Python, or SQL as demonstrated by projects, coursework or a public portfolio.
- Experience in causal inference, applied statistics, applied microeconomics or econometrics demonstrated by projects, coursework, or publications.
- PhD in Economics, Operations Research, Management Science, Statistics, or in a related technical field.
- Experience working or prior internships in tech, public policy, data science, or economic consulting.
- Experience with modern causal inference, statistical tools and concepts demonstrated in past projects, coursework, or publications.
- Experience with synthetic controls and other panel data techniques, doubly robust estimators, and heterogeneous treatment effect estimators.
- Experience designing and analyzing randomized controlled trials or observational studies, demonstrated in past projects, coursework, or publications.
- Experience in causal inference, applied microeconomics, or econometrics demonstrated in projects, coursework, or publications.
In this role, you will be an internal consultant tasked with helping Google make better decisions through the use of causal inference. You will be working with many teams such as Finance, Product, Engineering, Business, Marketing, Legal, Policy, and Research. Your job will be to help decision-makers at Google make informed choices using econometric and statistical methods. You will have excellent communication skills in addition to technical expertise. You will translate vague questions into concrete problems on which you can design studies, and communicate findings to non-technical audiences while effectively conveying uncertainty and the assumptions used in your analysis.
You will have experience with modern methods in causal inference and Machine Learning (ML). Google uses a large set of tools from experimental to observational techniques, touching on a broad range of problems from different functional and product areas. When available methodologies are not well-suited for the problem you are trying to solve, you will need to develop new techniques and models.
Responsibilities:- Design and lead causal inference studies to answer critical business questions and evaluate effects of interventions.
- Present and communicate actionable insights and recommendations to executives, leaders, and cross-functional partners.
- Serve as a subject matter expert, reviewer and consultant for causal inference studies conducted by cross-functional teams.
- Develop and maintain internal tools and statistical software packages for investigative tasks and impact measurement.
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.
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.
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