Data Scientist

generalmotors; Warren (MI); Hybrid; USD 110,000 - 170,000; Full time

Job summary

General Motors in Warren, MI seeks a Data Scientist to support digital transformation within the Quality Connected Customer Continuous Improvement team. You will build data pipelines, develop AI/ML solutions, and create interfaces for decision support.

You will collaborate across teams to deliver analytics that improve quality processes, present insights with visuals, and write repeatable code and documentation. This role is categorized as hybrid and requires collaboration across diverse teams.

Qualifications

• Bachelor's degree in a quantitative field and 2+ years in data science.
• Experience building and deploying large analytic datasets or ML models.
• Proficiency with Python, SQL, Spark and data visualization tools.

Responsibilities

• Propose and implement data-driven analytic solutions for quality teams.
• Build and monitor predictive/prescriptive models and ML algorithms.
• Preprocess structured and unstructured data and create scalable pipelines.
• Develop user interfaces and visualizations for decision support.
• Document models and processes; ensure project deliverables meet business needs.

Skills

Python

SQL

Spark

BI tools

Data Lakes

Communication

Cross-functional

Education

Bachelor's degree in Data Science or related

Tools

Python

SQL

Spark

Power BI/Tableau

Databricks

Job description

Job Description

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

• • 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)

• • 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). This role is categorized as hybrid. This means the selected candidate is expected to report to a specific location at least 3 times a week {or other frequency dictated by their manager}. This job is not eligible for relocation benefits. Any relocation costs would be the responsibility of the selected candidate.

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 believe we all must make a choice every day – individually and collectively – to drive meaningful change through our words, our deeds and our culture. Every day, we want every employee to feel they belong to one General Motors team.

Non-Discrimination and Equal Employment Opportunities (U.S.)

General Motors is committed to being a workplace that is not only free of unlawful discrimination, but one that genuinely fosters inclusion and belonging. We strongly believe that providing an inclusive workplace creates an environment in which our employees can thrive and develop better products for our customers.

All employment decisions are made on a non-discriminatory basis without regard to sex, race, color, national origin, citizenship status, religion, age, disability, pregnancy or maternity status, sexual orientation, gender identity, status as a veteran or protected veteran, or any other similarly protected status in accordance with federal, state and local laws.

Accommodations

General Motors offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us or call us at 1-800-865-7580. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.