Descrição
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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Informações sobre diversidade
A General Motors está comprometida em ser um local de trabalho que não só é livre de discriminação ilegal, como estimula verdadeiramente a inclusão e integração. Acreditamos enfaticamente que a diversidade na força de trabalho cria um ambiente no qual nossos colaboradores podem crescer e desenvolver melhores produtos para nossos clientes. Incentivamos os candidatos interessados a analisar as principais responsabilidades e qualificações de cada função e a se candidatar a qualquer cargo que corresponda a suas habilidades e capacidades. Os candidatos no processo de recrutamento podem, quando aplicável, ser solicitados a concluir com sucesso uma ou mais avaliações relacionadas à função e/ou uma seleção pré-emprego antes de iniciar o emprego. Para saber mais, acesse Como contratamos.
Declaração de Igualdade de Oportunidades de Emprego (EUA)
A General Motors tem orgulho de ser um empregador que oferece oportunidades iguais. Todos os candidatos qualificados serão considerados para o emprego, independentemente de raça, cor, religião, sexo, orientação sexual, identidade de gênero, origem nacional, deficiência ou status como veterano protegido.
Adaptações (EUA e Canadá)
A General Motors oferece oportunidades a todos os candidatos a emprego, incluindo pessoas com deficiências. Se você precisa de uma adaptação razoável para ajudá-lo na sua pesquisa de cargos ou solicitação de emprego, fale conosco pelo e-mail Careers.Accommodations@GM.com ou pelo telefone 800-865-7580. No seu e-mail, inclua uma descrição da adaptação específica que você está solicitando assim como o nome do cargo e o número de requisição do cargo ao qual está se candidatando.