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Motorsports Data Analyst

  • 위치
    • Concord, North Carolina
  • 일정 Full time
  • 게시됨

설명

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 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)

다양성 정보

General Motors는 법적으로 금지된 차별을 배제하는 것은 물론 포용성과 소속감을 진정으로 장려하는 직장이 되기 위해 노력하고 있습니다. 당사는 다양성이 보장되는 환경에서 직원들이 역량을 발휘하고 우리 고객을 위한 더 좋은 제품을 개발할 수 있다고 믿습니다. 따라서 입사에 관심 있는 사람이 있다면 포지션별 주요 업무와 자격을 확인하고 본인이 보유한 기술과 능력에 부합하는 모든 포지션에 적극적으로 지원하기를 장려합니다. 지원자는 채용 과정에서 역할 관련 평가(해당하는 경우) 및/또는 채용 전 스크리닝을 통과해야 합니다.  자세한 정보는 GM 채용 과정 안내를 참고하십시오.

공평한 취업 기회 선언 (미국)

General Motors는 공평한 기회를 제공하는 고용주임을 자부합니다.  자격을 만족하는 지원자는 인종과 피부색, 성별, 성적 지향, 성별 정체성, 국적, 장애, 재향 군인 보호법 적용 여부와 상관없이 채용 후보로서 심사를 받습니다. 

숙소 (미국 및 캐나다)

General Motors는 장애인을 포함한 모든 구직자들에게 취업 기회를 제공합니다. 구직이나 취업 지원에 도움이 되는 합리적인 숙소가 필요한 경우 Careers.Accommodations@GM.com으로 이메일을 보내시거나 800-865-7580으로 전화주십시오. 이메일에, 귀하가 요청하는 특정한 숙소에 대한 설명과 귀하가 지원하는 직무와 채용 요청서 번호를 포함해주세요.