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Data Scientist

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General Motors

Aug 29, 2024

  • Job
    Full-time
    Mid & Senior Level
  • Roswell
  • Quick Apply

AI generated summary

  • You need a Master’s or Ph.D. in a quantitative field, proficiency in Python/R and SQL/Spark, and familiarity with marketing analytics and advanced statistical methods.
  • You will analyze data, model solutions, monitor performance, present insights, collaborate with teams, and leverage marketing measurement techniques to drive business growth and engagement.

Requirements

  • Master’s Degree or Ph.D. in Data Science, Operations Research, Psychometrics, Marketing Science, Finance, (Bio)Statistics, Econometrics, Computer Science, Applied Mathematics, or another quantitative field
  • Proficient writing Python/R (modeling) and SQL/Spark (data), working with Pandas, StatsModels, PYMC, TensorFlow, Pytorch, Spark/ML, sklearn, numpy and related packages
  • Ability to prioritize and manage multiple tasks and projects at once without sacrificing quality
  • Desired familiarity in marketing analytics and advanced methods such as: customer lifetime value, media mix modeling (MMM), multi-touch attribution (MTA), consumer choice (multinomial logit), time-series forecasting, hierarchical bayes, panel-data methods (fixed/random effects), censored/truncated regressions, selection models, non-random treatment effects, hazard /survival models, structural equation modeling, item response theory, latent class regression

Responsibilities

  • - Work on a cross-functional team to help implement high-impact, data-driven solutions to address business challenges in the vehicle brand marketing teams
  • - Apply advanced data-driven modeling techniques to inform decision making and solve complex business problems
  • - Performing exploratory and targeted data analyses
  • - Undertake preprocessing of structured data
  • - Monitor and sustain model effectiveness
  • - Present complex information using data visualization techniques
  • - Work with diverse technical teams and provide data and analytical insights to ensure project deliverables fulfill business needs and timing
  • - Possessing contextual business knowledge and functional domain expertise in the advertising and media space, showing a proven ability of using data, analytics, and insights to add revenue and business-impacting value in this via audience selection and behavioral engagement
  • - Possess familiarity with marketing media measurement techniques, including MMM, MTA, unified attribution, ROAS level testing, and various industry measurement media platforms
  • - Exhibiting a perspective of constrained curiosity, asking why, and suggesting experimentation to drive incremental impact
  • - Exhibiting the ability to tell a succinct, data-driven story in any forum and tailor delivery to a wide range of stakeholder levels, from analyst to senior executive

FAQs

Do we support remote work?

Yes, this role is based remotely but requires reporting to the office three times a week if you live within a 50-mile radius of Warren, MI, Roswell, GA, or Austin, TX.

What qualifications are required for the Data Scientist position?

A Master’s Degree or Ph.D. in Data Science, Operations Research, Psychometrics, Marketing Science, Finance, (Bio)Statistics, Econometrics, Computer Science, Applied Mathematics, or another quantitative field is required.

What technical skills are necessary for this role?

Proficiency in Python/R (for modeling) and SQL/Spark (for data handling), as well as experience with packages such as Pandas, StatsModels, PYMC, TensorFlow, Pytorch, Spark/ML, sklearn, and numpy is essential.

Is there a particular focus area for marketing analytics in this role?

Yes, the role focuses on measurement techniques such as media mix modeling (MMM), multi-touch attribution (MTA), and ROAS level testing.

What type of team environment can I expect?

You will work on a cross-functional team to help implement high-impact, data-driven solutions addressing business challenges in the vehicle brand marketing teams.

Are there opportunities for career development and education benefits?

Yes, GM offers tuition assistance programs and opportunities for ongoing professional development.

Do we offer benefits for health and well-being?

Yes, GM provides various health and well-being benefit programs, including medical, dental, vision, and life insurance.

What is the work culture at GM like?

GM aspires to be the most inclusive company in the world, promoting a culture of belonging and flexibility for all employees.

Is relocation support available for this position?

This job may be eligible for relocation benefits.

Will there be opportunities for bonuses?

Yes, an incentive pay program offers bonuses based on company performance, job level, and individual performance.

What does GM value in its workforce?

GM values diversity and is committed to creating an environment that fosters inclusion and belonging among all employees.

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General Motors

Manufacturing & Electronics
Industry
10,001+
Employees

Mission & Purpose

General Motors’ vision is to create a world with Zero Crashes, Zero Emissions and Zero Congestion, and we have committed ourselves to leading the way toward this future. Today, we are in the midst of a transportation revolution, and we have the ambition, the talent and the technology to realize the safer, better and more sustainable world we want. As an open, inclusive company, we’re also creating an environment where everyone feels welcomed and valued for who they are. One team, where all ideas are considered and heard, where everyone can contribute to their fullest potential, with a culture based in respect, integrity, accountability and equality. Our team brings wide-ranging perspectives and experiences to solving the complex transportation challenges of today and tomorrow.