Motorsports Data Analyst
General MotorsAbout the role
Job Description
Hybrid: This role is categorized as hybrid. This means the successful candidate is expected to report to Concord, NC three times per week, at minimum.
The Role
The GM Motorsports team develops analytics-driven solutions to help GM sponsored race teams reach the winner’s circle. We are seeking a data analyst with motorsports experience to drive solution development, deployment, and in-race support of analytic models for predictive race strategy analysis. As this role requires support of live motorsports events, often occurring over the weekend, the ability to work a flexible schedule is required. In addition to live strategy tools, the role will entail extensive data mining and ad hoc analysis to identify performance trends in past event data and clear, concise presentation of analysis findings to GM Motorsports teams.
What You’ll Do
Apply Data Science and Modeling techniques to drive data driven decision making and solve complex business problems:
Create breakthrough insights by performing exploratory and targeted data analyses
Undertake preprocessing/postprocessing of structured and unstructured data
Leverage motorsports race strategy understanding to define context of analysis findings
Monitor and sustain model effectiveness
Present complex information using data visualization techniques
Support live, in-race strategy modeling tools including:
Model training and configuration of model starting point from prior event data for weekly motorsports events
Monitor in-race strategy predictions and rapidly convey these recommendations to GM Motorsports teams to help teams act on tool insights
Collect tool performance characteristics and work with GM Motorsports Data Analytics and Software Development group to implement solutions to improve tools prediction and performance
Run post-session reporting on event data
Collaborate with diverse technical teams across both GM and GM sponsored Motorsports teams to provide data and analytic guidance.
#LI-LP2
Additional Job Description
Your Skills & Abilities (Required Qualifications)
One year of experience using data and race strategy tools to drive decisions in a professional Motorsports environment
Bachelor of Science degree in Mathematics, Statistics, Computer Science, Operations Research, Engineering, Economics, Data Science or, another quantitative field
Minimum of three years of experience in a data-intensive field or industry post-graduation
Proficiency with scripting languages (e.g. Python, R, or MATLAB)
Experience developing, deploying, and monitoring performance of large analytic data sets and statistical forecasting models
This job may be eligible for relocation benefits
What Will Give You A Competitive Edge (Preferred Qualifications)
Master of Science degree in Mathematics, Statistics, Computer Science, Operations Research, Engineering, Economics, Data Science or, another quantitative field
Experience with Data Visualization (e.g. Tableau, Power BI or similar)
Experience with machine learning libraries (e.g. TensorFlow, Scikit-Learn, Spark ML, or equivalent)
Experience with big data tools (e.g. Hadoop, Spark, SQL, and NoSQL Database experience)
About GM
Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.
Why Join Us
We aspire to be the most inclusive company in the world. We believe we all must make a choice every day – individually and collectively – to drive meaningful change through our words, our deeds and our culture. Our Work Appropriately philosophy supports our foundation of inclusion and provides employees the flexibility to work where they can have the greatest impact on achieving our goals, dependent on role needs. Every day, we want every employee, no matter their background, ethnicity, preferences, or location, to feel they belong to one General Motors team.
Benefits Overview
The goal of the General Motors total rewards program is to support the health and well-being of you and your family. Our comprehensive compensation plan incudes, the following ben
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