Machine Learning Modeling Engineer
Corning Incorporated2 months ago
Base Salary
$91k - $126k/yr
Responsibilities
- Develop machine learning, deep learning, generative AI, and scientific computing models for research, engineering, product development, and process innovation.
- Partner with scientists, engineers, and business stakeholders to define requirements and translate technical problems into modeling solutions.
- Prepare data, perform exploratory data analysis, and develop, test, refine, and scale machine learning models.
- Interpret analytical results and communicate findings, implications, and recommendations to technical and business stakeholders.
- Research emerging AI/ML technologies, support software development, document technical work, provide user training, and mentor engineers and scientists.
- Manage multiple projects and collaborate across teams to deliver analytics and machine learning solutions.
Requirements
- An MS or PhD in engineering, computer science, mathematics, statistics, or a related discipline with specialization in machine learning and artificial intelligence is required.
- A background in physics, chemistry, engineering, or another scientific discipline is required.
- Independent experience preparing machine learning data and performing exploratory data analysis is required.
- Deep knowledge of traditional machine learning, deep learning, convolutional neural networks, recurrent neural networks, generative models, and reinforcement learning is required.
- Practical experience with PyTorch or TensorFlow, familiarity with generative AI tools and frameworks, and strong Python programming and mathematical skills are required.
- Experience with Windows, Linux parallel-processing cluster environments, and Databricks is required.
- Preferred qualifications include experience with time series, computer vision, natural language processing, physics-informed neural networks, uncertainty quantification, scientific code, scalable data analytics, Databricks Workflows, Delta Lake, data governance, software design, and relevant publications.
- Strong communication, collaboration, independent working ability, attention to detail, and the ability to manage multiple priorities are expected.
Benefits
- Company-wide bonuses and long-term incentives are offered.
- The company provides a 100% company-paid pension benefit and matching 401(k) contributions, with total retirement contributions potentially ranging from 7% to 12% of pay depending on age and years of service.
- Benefits include medical, dental, vision, paid parental leave, family-building support, fitness programs, company-paid life insurance, disability coverage, disease management programs, paid time off, and an Employee Assistance Program.
- Corning provides employee recognition programs and reasonable workplace accommodations.
- This is a full-time position located in Corning, New York.
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).