설명
The Role
The GM Quality Connected Customer Continuous Improvement team is seeking a data scientist to support digital transformation and AI enablement efforts. The individual will work as a member of a team with deep experience in GM’s quality issue management and warranty systems. The individual will bring a data science toolkit and innovative spirit to generate ideas and execute projects that improve overall efficiency of quality business processes. The work will generally consist of listening to/framing stakeholder problems, creation of new data pipelines, building of Artificial Intelligence / Machine Learning (AI/ML) solutions, and development of accompanying user interfaces that enable implementation of solutions for direct decision support.
What You’ll Do
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- Work as a member of a cross-functional team to propose and implement high-impact data driven analytic solutions that address challenges for quality teams.
- Apply Data Science and Modeling techniques to drive data driven decision making and solve complex problems:
- Build predictive/prescriptive models and machine-learning algorithms
- Analyze large amounts of diverse information to discover trends and patterns
- Undertake preprocessing of structured and unstructured data
- Monitor and sustain model effectiveness
- Present complex information using data visualization techniques
- Work with diverse technical teams to provide analytical dataset pipelines and user interfaces to ensure project deliverables fulfill business needs and timing
- Create technical documents for models and processes
- Present complex information using data visualization techniques and data storytelling
- Create repeatable and scalable code and processes for improving development/execution efficiency.
Your Skills & Abilities (Required Qualifications)
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- Bachelors Degree in Data Science, Analytics, Operations Research, Engineering, Business, Statistics, Economics, Computer Science, Applied Mathematics or another quantitative field
- 2 years of experience as a Data Scientist, or related
- Experience with developing, deploying, and monitoring performance of large analytic data sets or machine learning based models
- Tool Proficiencies:
- Python or similar coding languages
- SQL, Spark, or similar querying languages
- Power BI, Tableau, or similar visualization tools
- DataBricks or similar Data Lake technology platforms
- Capable of working with diverse technical teams to produce analytical datasets for analysis
- Ability to prioritize and manage multiple tasks and projects at once without sacrificing quality
- Strong listening and communications skills
- Highly collaborative work style
- Ability to evaluate the big picture and provide meaningful business insights and actions
What Can Give You a Competitive Advantage (Preferred Qualifications)
- Domain knowledge of quality processes & data (issue management, warranty reduction, warranty recovery, and similar)
- Experience building agents and automation within the Atlassian toolsuite
- Master's/Ph.D. degree in Computer Science, Business, Statistics, Mathematics, or a related field
GM does not provide immigration-related sponsorship for this role. Do not apply for this role if you will need GM immigration sponsorship now or in the future. This includes direct company sponsorship, entry of GM as the immigration employer of record on a government form, and any work authorization requiring a written submission or other immigration support from the company (e.g., H1-B, OPT, STEM OPT, CPT, TN, J-1, etc.)
이 직무는 하이브리드 직무로 분류됩니다. 즉, 선발된 지원자는 특정 근무지로 주 3일 이상(또는 관리자가 지정한 다른 빈도로) 특정 근무지로 출근해야 합니다.
이 직무는 리로케이션 혜택을 받을 수 없습니다. 모든 리로케이션 관련 비용은 최종선정 된 지원자가 부담해야 합니다.
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 [email protected]으로 이메일을 보내시거나 800-865-7580으로 전화주십시오. 이메일에, 귀하가 요청하는 특정한 숙소에 대한 설명과 귀하가 지원하는 직무와 채용 요청서 번호를 포함해주세요.