Sr. Staff Engineer, Machine Learning
Corning Incorporated2 days ago
Reynosa, MexicoStaff+
Responsibilities
- Design, develop, and maintain end-to-end machine learning pipelines.
- Translate data science prototypes and experimental models into production-ready solutions.
- Build and manage model-serving infrastructure for APIs, batch jobs, and real-time systems.
- Use MLOps practices for model versioning, orchestration, monitoring, and CI/CD automation.
- Troubleshoot data flows, model performance, deployments, and enterprise integrations.
- Ensure security, data privacy, and compliance for deployed machine learning solutions.
- Document pipelines, systems, and troubleshooting processes.
- Lead code reviews and contribute to technical excellence and continuous improvement.
Requirements
- Bachelor’s or master’s degree in Computer Science, Engineering, Data Science, or a related technical field.
- 3 –5 years of experience in machine learning engineering, data engineering, or software engineering.
- Hands-on proficiency with Python and machine learning frameworks such as scikit-learn, TensorFlow, or PyTorch.
- Practical experience deploying machine learning models into cloud or on-premise production environments.
- Familiarity with MLOps tools such as MLflow and Kubeflow, DevOps practices, and containerization with Docker and Kubernetes.
- Strong skills in API development, data workflow automation, and distributed computing concepts.
- Experience with relational and non-relational databases and data pipeline tools.
- Strong problem-solving, communication, teamwork, analytical, troubleshooting, and documentation skills.
- Fluency in technical and business English, written and verbal.
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).