Corning Incorporated

Machine Learning Modeling Engineer

Corning Incorporated$91K — $125K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • MS or PhD in engineering, computer science, mathematics, statistics, or related field specializing in machine learning and AI.
  • Background in scientific disciplines like physics, chemistry, or engineering.
  • Independent experience in preparing data for machine learning and performing exploratory data analysis.
  • Deep knowledge of machine learning techniques, including traditional ML, deep learning, and reinforcement learning.
  • Practical experience with ML frameworks such as PyTorch or TensorFlow, including familiarity with generative AI tools.
  • Strong programming skills in Python and mathematical expertise.
  • Ability to work with different operating environments including Windows and Linux.

Responsibilities

  • Develop advanced machine learning and AI models for product and process innovation.
  • Collaborate with scientists and engineers to define project needs and deliver modeling solutions.
  • Prepare and analyze data, refining machine learning models for various development stages.
  • Interpret results and communicate findings effectively to stakeholders.
  • Support software development efforts related to analytics and machine learning.
  • Research and implement improvements in emerging AI/ML technologies.
  • Maintain technical documentation and mentor new team members.

Benefits

  • Company-wide bonuses and long-term incentives tied to business performance.
  • 100% company-paid pension benefit with contributions that grow over time, alongside 401(k) matching.
  • Comprehensive health benefits including medical, dental, vision, and paid parental leave.
  • Recognition programs to celebrate and reward exceptional performance.
Full Job Description
Requisition Number: 76873

THIS POSITION IS LOCATED IN CORNING, NY

Role Purpose

The Machine Learning Modeling Engineer develops advanced machine learning and AI solutions to support product and process design, development, and innovation across Corning. This role provides data analytics, modeling, and software development support to help solve critical technical problems, improve decision making, and create novel computational methods that strengthen Corning's competitive advantage.

Key Responsibilities
• Develop advanced machine learning, deep learning, and generative AI models in support of research, engineering, and product development initiatives.
• Partner with scientists, engineers, and business stakeholders to define project requirements, identify opportunities for analytics and machine learning, and translate technical needs into effective modeling solutions.
• Prepare data, perform exploratory data analysis, and develop, test, and refine machine learning models to support Corning products at different stages of development.
• Interpret modeling and analytical results in research, engineering, and business context and clearly communicate findings, implications, and recommendations to stakeholders.
• Support software development and computational modeling efforts related to data analytics, machine learning, and scientific computing.
• Research and improve applicable technologies while helping expand Corning expertise in emerging AI/ML methods and related technical areas.
• Write and maintain technical documentation, provide user training as needed, and mentor new engineers and scientists.
• Support multiple projects and collaborate across teams to deliver effective and scalable analytics and machine learning solutions.

Experiences/Education - Required
• MS or PhD required in engineering, computer science, mathematics, statistics, or related discipline, with specialization in machine learning and artificial intelligence.
• Background in one or more scientific disciplines such as physics, chemistry, or engineering required.
• Experience preparing data for machine learning and performing exploratory data analysis independently.
• Deep knowledge of machine learning techniques, including traditional machine learning, deep learning, convolutional neural networks, recurrent neural networks, generative models, and reinforcement learning algorithms.
• Practical experience using machine learning and deep learning frameworks such as PyTorch or TensorFlow.
• Familiarity with generative AI tools and frameworks.
• Strong mathematical and programming skills using Python.
• Comfortable working in Windows, Linux parallel processing cluster environments, and Databricks.
• Strong communication skills and ability to work effectively with scientists, engineers, and technical stakeholders.
• Ability to work independently and in a team environment while managing multiple priorities.

Experience Preferred
• Background in time series, computer vision, natural language processing, physics-informed neural networks, or uncertainty quantification.
• Track record of journal or conference publications in relevant technical fields.
• Knowledge of emerging technologies and algorithms in AI/ML.
• Experience with physics-based modeling and ability to analyze, optimize, and debug scientific code.
• Experience building scalable data analytics solutions.
• Experience with Databricks Workflows, Delta Lake, and data governance frameworks.
• Foundation in software design principles and ability to design and develop applications as needed.
• Demonstrated ability to support multiple projects in a fast-paced technical environment.
• Strong motivation, attention to detail, and commitment to advancing beyond the current state.

This position supports immigration sponsorship.

The range for this position is $91,311.00 - $125,553.00 assuming full time status. Starting pay for the successful applicant is dependent on a variety of job-related factors, including but not limited to geographic location, market demands, experience, training, and education.

A job that shapes a life.

Corning offers you the total package.

Your well-being is our priority. Our compensation and benefits package supports your health and wellness, financial aspirations, and career from day one.

  • Company-wide bonuses and long-term incentives align with key business results and ensure you are rewarded when the company performs well. When Corning wins, we all win.
  • As part of our commitment to your financial well-being, we provide a 100% company-paid pension benefit with fixed contributions that grow throughout your career. Combined with matching contributions to your 401(k) savings plan, Corning's total contributions to your retirement accounts can reach between 7% and 12% of your pay, depending on your age and years of service.
  • Our health and well-being benefits include medical, dental, vision, paid parental leave, family building support, fitness, company-paid life insurance, disability, disease management programs, paid time off, and an Employee Assistance Program (EAP) to support you and your family.
  • Getting paid for our work is important, but feeling appreciated and recognized for those contributions motivates us much more. That's why Corning offers a recognition program to celebrate successes and reward colleagues who make exceptional contributions.


About Corning Incorporated

Corning Life Sciences provide high quality, innovative products for life science applications enabling people around the world to make and deliver life changing discoveries.

Corning Incorporated Careers

Join the visionary team at Corning Incorporated, a leader in materials science that has continually transformed industries and everyday life around the globe. At Corning, you will find a company committed to enhancing growth, innovation, and leadership within its workforce. This is an unparalleled opportunity to become part of a professional network that is dedicated to pioneering advancements in technology and science. Work You’ll Do At Corning Incorporated, your work will directly contribute to the company’s mission of delivering high-tech solutions in industries such as telecommunications, life sciences, and automotive. You will collaborate with some of the brightest minds in the industry, utilizing your skills to foster innovation and drive significant impacts on a global scale. Join our diverse team and embrace the challenge of developing unique solutions that make a difference in people’s lives every day. Corning’s inclusive culture and commitment to diversity training ensure that every team member’s voice is heard and valued, enhancing our collaborative environment. Career Growth and Opportunities Corning is dedicated to the professional growth of its employees, offering a wide range of job opportunities and career paths in various fields. Whether you are seeking a position in engineering, research, manufacturing, or business management, Corning provides the resources and support to thrive in your career. Internship programs at Corning are crafted to provide students and recent graduates with hands-on experience, valuable networking opportunities, and a chance to make substantive contributions to ongoing projects. These internships often lead to full-time employment, thanks to the skills, experiences, and relationships developed during this critical period. Benefits and Culture Choosing a career at Corning Incorporated means opting for a life of innovation and continuous learning. The company offers competitive benefits designed to support the health, well-being, and financial security of its employees and their families. From comprehensive health care options and retirement plans to employee discounts and wellness programs, Corning is committed to enriching the lives of its team members. Our culture thrives on creativity, integrity, and dedication. We believe in the power of collaboration and are committed to maintaining a supportive environment where you can grow your career and feel an integral part of our success. Join Our Team Explore the numerous job opportunities at Corning Incorporated and find the position that aligns with your career ambitions and expertise. We are continuously hiring new talent and look forward to reviewing your resume and preparing you for an interview where you can showcase your unique qualifications. Stay Connected Keep up to date with the latest developments and career tips from Corning Incorporated by subscribing to our careers blog. Gain insider perspectives that can help you navigate your professional journey effectively. Apply Today Are you ready to advance your career at a company that is at the forefront of technological innovation? Search Corning jobs now and join a team that is reshaping industries and improving lives through material science. SEARCH CORNING JOBS At Corning Incorporated, we’re more than just a company – we’re a community. Harness the power of our collective knowledge and skills to propel your career forward. Discover the impact you can make on the world with Corning.
Learn more about Corning Incorporated
Size
61,200 employees
Market Cap
$26.8 billion
Industry
Net Income
$512 million
Founded
1851
5 Year Trend
+8.4%
Revenue
$11.3 billion
NASDAQ

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