General Motors

Senior Data Scientist

Warren, Michigan, United States

Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
AutomotiveIndustries

Requirements

Candidates must possess deep technical expertise in Media Mix Modeling (MMM) and have hands-on experience developing custom econometrics and statistical models. A strong understanding of media channel economics, ROAS lift measurement, media tactic coordination, and insourcing of off-the-shelf MMM solutions is required. The role demands advanced analytical and problem-solving skills, the ability to work independently, and experience mentoring junior employees.

Responsibilities

The Senior Data Scientist will serve as an internal expert on marketing analytics methodology and practice, quantifying media impacts and optimizing market investment. Responsibilities include developing Media Mix Models, drawing insights, creating scalable products to identify high ROI channels and tactics, and working with stakeholders to ensure business acceptance of proposed methods. They will also inform decision-making and solve complex business problems using advanced data-driven modeling techniques and create breakthrough solutions through exploratory and targeted data analysis.

Skills

Media Mix Modeling (MMM)
Econometrics
Statistical Modeling
Marketing Analytics
ROAS
Data Analysis
Problem-Solving
Communication

General Motors

Designs, manufactures, and sells vehicles

About General Motors

General Motors designs, manufactures, and sells vehicles and vehicle parts, catering to individual consumers, businesses, and government entities. The company operates in both traditional internal combustion engine vehicles and the growing electric vehicle (EV) market, generating revenue through vehicle sales and financing services. GM stands out from competitors with its commitment to community service, sustainability, and diversity, as evidenced by a majority female Board of Directors. The company's goal is to balance traditional automotive manufacturing with technological advancements in electric and autonomous vehicles.

Detroit, MichiganHeadquarters
1908Year Founded
$486.7MTotal Funding
IPOCompany Stage
Automotive & Transportation, Financial ServicesIndustries
10,001+Employees

Benefits

Paid Vacation
Paid Sick Leave
Paid Holidays
Parental Leave
Health Insurance
Dental Insurance
Vision Insurance
Life Insurance
401(k) Company Match
401(k) Retirement Plan
Tuition Reimbursement
Student Loan Assistance
Flexible Work Hours
Discount on GM vehicles

Risks

Shutting down Cruise Robotaxi may affect investor confidence in GM's AV strategy.
Chevrolet Equinox EV recall could harm GM's safety reputation.
Leadership transition in design may disrupt continuity and brand identity.

Differentiation

GM's Dynamic Fuel Management system enhances fuel efficiency in traditional vehicles.
GM leads in board diversity with 55% women directors.
GM's pivot to personal autonomous vehicles aligns with consumer trends.

Upsides

Partnership with Nvidia boosts GM's autonomous vehicle technology capabilities.
Collaboration with ChargePoint expands EV charging infrastructure, enhancing consumer appeal.
Bryan Nesbitt's appointment as design head may bring innovation to GM's vehicle design.

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