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AI/ML Data Scientist
General MotorsAI/ML Data Scientist developing machine learning solutions for General Motors. Collaborating within a team to innovate and optimize processes using AI technologies.
Tech Stack
Tools & technologiesAWSAzureCloudDockerGoogle Cloud PlatformHadoopJavaKubernetesNumpyPandasPySparkPythonPyTorchScikit-LearnSQLTableauTensorflow
About the role
Key responsibilities & impact- Work with existing business partners to identify opportunities for new AI/ML solutions
- Train new machine learning models to solve complex business problems
- Prototype new AI solutions, including Generative AI
- Develop new Agentic AI solutions to streamline business processes
- Enhance existing model solutions as business and technology evolves
- Provide guidance on business problems using statistical methods
- Build statistical models that depict company-wide trends
- Perform testing and validation of data sets
- Work on and refine storytelling skills to convey ideas and results to leadership, customers, and stakeholders
Requirements
What you’ll need- Bachelor's degree in Computer Science, Engineering, Mathematics, or a related field
- 5+ years of experience in machine learning, engineering, data science, or a related field
- Programming & Frameworks: Python, R, Java, PySpark, PyTorch, TensorFlow, Scikit-learn, LangChain, SQL
- Machine Learning & AI: Large Language Models (LLMs), Generative AI, RAG, Deep learning, Reinforcement Learning, Natural Language Processing (NLP), SVM, XGBoost, Random Forest, Decision Trees, Clustering
- Data Engineering: Databricks, Hadoop, SQL, Data Pipelines, Data Preprocessing & Feature Engineering
- Cloud & Big Data Platforms: (Preferred Microsoft Azure, AWS or Google Cloud Platform)
- Deployment & MLOps: MLflow, Model Monitoring & Versioning, Docker & Kubernetes, GitHub, Jira
- Data Analysis & Visualization: Tableau, PowerBI, Pandas, NumPy
- Proven track record delivering AI/ML solutions to customers
- Excellent communication and collaboration skills
- Strong problem-solving mindset and a proactive attitude towards learning and self-improvement.
Benefits
Comp & perks- From day one, we're looking out for your well-being–at work and at home–so you can focus on realizing your ambitions.
ATS Keywords
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Hard Skills & Tools
machine learningdata sciencePythonRJavaPySparkPyTorchTensorFlowSQLdata preprocessing
Soft Skills
communicationcollaborationproblem-solvingproactive attitudestorytelling
Certifications
Bachelor's degree in Computer ScienceBachelor's degree in EngineeringBachelor's degree in Mathematics