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Data Scientist

  • 위치
    • Austin, Texas
    • Warren, Michigan
  • 일정 Full time
  • 게시됨

설명

The Role

General Motors is seeking applications for highly motivated and qualified individuals for the position of Scientist. This is a unique opportunity to join a multi-disciplinary team of experienced individuals who will drive the design, development, and deployment of advanced statistical and mathematical solutions running the gamut across the technological spectrum. The team is responsible both for analytics strategy and project-based solutions, focusing on the company’s most critical business areas.

As a Scientist, you will be responsible for working on a team seeking to solve GM's most pressing challenges across the enterprise using AI/ML and other analytical techniques. You will be responsible for the entire data science lifecycle process across multiple product workstreams, from initial investigation, to proof-of-concept development, to productionization and deployment, to final enhancement, hardening and maintenance.

What You’ll Do

  • Develop predictive and prescriptive models using machine-learning algorithms, optimization and AI solutions.
  • Analyze large amounts of diverse information to discover trends and patterns that drive business decisions.
  • Develop UI applications to deliver insights to business clients.
  • Undertake preprocessing of structured and unstructured data.
  • Monitor and sustain model effectiveness.
  • Present complex information using data visualization techniques.
  • Create repeatable and scalable code bases and processes for improving development / execution efficiency.

Your Skills & Abilities (Required Qualifications)

  • Candidates must be collaborative team players who will work closely with professionals across the enterprise including other scientists, software developers, analysts and product leads.
  • Bachelor’s Degree in computer science, engineering, statistics, mathematics, physics or a related degree (MS or Ph.D. preferred).
  • 3+ years’ experience (2 years with MS) as a data scientist, research scientist, AI analyst, ML engineer, or related role.
  • Python proficiency required.
  • Expertise across multiple domains of forecasting, clustering, classification, econometrics, optimization, Bayesian statistics, neural networks, deep learning, natural language processing, LLMs, generative AI, and/or other machine learning and AI methodologies.
  • Experience with SQL, Databricks and/or other cloud-based data science platforms preferred.
  • Strong interpersonal and communication skills and demonstrated working experiences with cross-function product teams.
  • Experience with data visualization tools (e.g., Tableau, Power BI) to effectively communicate insights.
  • Solid problem-solving skills and the ability to translate business questions into data-driven solutions.
  • Familiarity with data storage solutions, databases, and data processing frameworks.
  • Excellent communication skills to present findings and collaborate across teams.
  • Ability to prioritize and manage multiple tasks and projects at once without sacrificing quality

[Additional Description]

What Can Give You a Competitive Advantage (Preferred Qualifications)

  • Databricks experience.
  • Master's/Ph.D. degree in Computer Science, Statistics, Mathematics, or a related field.

This role is categorized as hybrid. This means the successful candidate is expected to report to Austin, TX or Warren, MI three times per week, at minimum.

This job is not eligible for relocation benefits.  Any relocation costs would be the responsibility of the selected candidate.

GM DOES NOT PROVIDE IMMIGRATION-RELATED SPONSORSHIP FOR THIS ROLE. DO NOT APPLY FOR THIS ROLE IF YOU WILL NEED GM IMMIGRATION SPONSORSHIP (e.g., H-1B, TN, STEM OPT, etc.) NOW OR IN THE FUTURE.

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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.