Machine Learning Engineer
Corning Incorporated2 months ago
Monterrey, MexicoEntry Level
Responsibilities
- Develop and maintain end-to-end machine learning pipelines for data ingestion, preprocessing, training, validation, deployment, monitoring, and retraining.
- Collaborate with data scientists and engineers to translate prototypes and experimental models into production-ready solutions.
- Support model serving through APIs, batch jobs, and real-time systems while applying MLOps practices for versioning, orchestration, monitoring, and CI/CD.
- Troubleshoot data, model, deployment, and integration issues; maintain technical documentation and participate in code reviews.
Requirements
- Bachelor's degree in Computer Science, Engineering, Data Science, Software Engineering, Data Engineering, or a related technical field.
- 0–2 years of experience in machine learning, data science, data engineering, software engineering, or relevant academic, internship, personal, or professional projects.
- Strong Python skills and hands-on experience with at least one machine learning library or framework such as scikit-learn, TensorFlow, or PyTorch.
- Understanding of the machine learning lifecycle and ability to explain projects, personal contributions, tools, and outcomes clearly.
- Basic familiarity with data pipelines, databases, APIs, software development practices, or workflow automation.
- Advanced written and verbal technical and business English.
- Ability to work onsite in Monterrey at least two days per week and support plant-based projects as needed.
- Preferred exposure to Databricks, MLflow, Kubeflow, Docker, Kubernetes, CI/CD, or other MLOps/DevOps tools; manufacturing or production data; and a GitHub portfolio or comparable technical work examples.
Benefits
- Benefits above the requirements of Mexican law.
- Opportunity to work on high-impact machine learning initiatives supporting manufacturing and business transformation.
- Collaborative global environment with exposure to Data Science, IT, analytics, and manufacturing teams.
- Learning and career development in a growing technical organization.
- Monterrey-based hybrid work with onsite presence required at least two days per week and potential plant-based project support.
Tech Stack
Categories
About Corning Incorporated
Corning Incorporated designs and manufactures specialty glass, ceramics, and optical materials for consumer electronics, communications networks, automotive emissions control, advanced displays, and life-science research. Core lines include Gorilla Glass and other specialty materials, display glass substrates, optical fiber and connectivity, emissions-control substrates, and laboratory vessels sold to device makers, network builders, automakers, and researchers. Founded in 1851 and headquartered in Corning, New York, it is a public company traded on the NYSE (ticker: GLW).