描述
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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Renseignements sur la diversité
General Motors est résolue à être un lieu de travail qui est non seulement exempt de discrimination illégale, mais aussi un endroit qui favorise véritablement l'inclusion et l'appartenance. Nous sommes convaincus que la diversité de la main-d'œuvre permet de créer un environnement dans lequel nos employés peuvent s'épanouir et développer de meilleurs produits pour nos clients. Nous encourageons les candidats intéressés à consulter les principales responsabilités et compétences requises pour chaque rôle et à postuler à tout poste qui leur correspond. Dans le cadre du processus de recrutement, les candidats peuvent devoir, le cas échéant, réussir une évaluation liée au poste ou une présélection d'emploi avant d'être embauchés. Pour en savoir plus, consultez notre processus de recrutement.
Déclaration concernant l'égalité d'accès à l'emploi (É.-U.)
General Motors est fière d'être un employeur souscrivant au principe de l'égalité d'accès à l'emploi. Tous les candidats qualifiés seront pris en compte, sans égard à la race, à la couleur, à la religion, au sexe, à l'orientation sexuelle, à l'identité de genre, à l'origine ethnique, aux situations de handicap ou au statut protégé d'ancien combattant.
Aménagements (É.-U. et Canada)
General Motors offre des occasions à tous les chercheurs d'emploi, y compris les personnes handicapées. Si vous avez besoin d'un accommodement raisonnable pour vous aider dans votre recherche d'emploi ou la soumission de votre candidature, envoyez-nous un courriel à l'adresse Careers.Accommodations@GM.com ou appelez-nous au 800 865-7580. Veuillez inclure dans votre courriel une description spécifique du type d'accommodement demandé, ainsi que le titre d'emploi et le numéro de demande du poste auquel vous postulez.