Machine Vision Engineer
Norcross - GA - US (Pinnacle Court), United States
Full Time Mid-level / Intermediate USD 60K - 83K
Wabtec
At the leading edge of driving innovative technologies and responsible operations across the world.Drawing on over 150 years of experience, we are leading the way in safety, efficiency, reliability, innovation, and productivity.It’s not just about your career or job title… It’s about who you are and the impact you will make on the world. Because whether it’s for each other or our customers, we put People First. When our people come together, we Expand the Possible and continuously look for ways to improve what we create and how we do it. If you are constantly striving to grow, you’re in good company. We are revolutionizing the way the world moves for future generations, and we want someone who is ready to move with us.
Job Title: Computer Vision Engineer
Location: Norcross, GA
Position Overview: We are seeking an experienced Computer Vision Engineer specializing in structured-light based measurement systems and 3D perception to join our innovative team. The ideal candidate will have a strong background in computer vision, deep learning, and high-speed structured light profiling systems, with expertise in 3D object reconstruction, sensor fusion and calibration.
Responsibilities:
· Develop next-generation machine vision system with Python/C++.
· Design and implement advanced computer vision algorithms for high-speed outdoor structured light-based measurement systems
· Create robust solutions for sensor fusion, combining data from structured light-based systems with cameras
· Develop and optimize 3D reconstruction techniques for objects using structured light data
· Implement and improve algorithms for real-time processing of 3D data
· Develop and implement computer vision algorithms, both traditional image processing and deep learning, for accurate measurement and detection of objects using structured-light and camera-based systems.
· Optimize algorithms for real-time performance and high-speed processing.
· Collaborate with cross-functional teams, including hardware engineers, software developers, and domain experts, to integrate computer vision solutions into our products.
· Conduct research to stay updated on the latest advancements in computer vision, deep learning, and image processing.
Requirements:
· Bachelor's, Master's, or Ph.D. degree in Computer Science or related field.
· 2+ years of experience in developing 2D and 3D perception capabilities, with a focus on structured-light-based measurement systems
· Proficiency in MATLAB and strong skills in Python and/or C++ programming languages.
· Experience with 3D vision libraries and tools (e.g., Point Cloud Library, Open3D)
· Expertise in processing and analyzing data from 3D data systems
· Experience with software development tools and libraries such as OpenCV, TensorFlow, PyTorch, etc.
· Experience with deep learning techniques applied to 3D point cloud data
· Solid understanding of structured-light measurement principles, including triangulation techniques
· Familiarity with challenges specific to outdoor, high-speed measurement scenarios (e.g., varying lighting conditions, motion compensation)
· Strong mathematical background, particularly in 3D geometry, signal processing, and optimization
· Knowledge of calibration techniques
· Strong understanding of traditional image processing techniques and algorithms.
· Excellent problem-solving skills and ability to work independently as well as in a team environment.
· Strong communication skills with the ability to articulate technical concepts effectively.
Personal Attributes:
· Strong oral and written communication skills.
· Strong interpersonal and influencing skills.
· Effective team building and problem-solving abilities.
· Demonstrate the ability to quickly understand and learn new concepts, in analytics and other supporting technologies.
Our job titles may span more than one career level. The salary range for this role is between
$60,700.00-$83,400.00The actual salary offered to a candidate may be influenced by a variety of factors, such as: training, transferable skills, work experience, education, business needs, market demands and work location. The base pay range is subject to change and may be modified in the future. More information on offered benefits, which include health, welfare, and retirement, are available at mywabtecbenefits.com. Other benefit offerings for this role may include an annual bonus, if eligible.
Who are we?
Wabtec Corporation is a leading global provider of equipment, systems, digital solutions, and value-added services for freight and transit rail as well as the mining, marine, and industrial markets. Drawing on nearly four centuries of collective experience across Wabtec, GE Transportation, and Faiveley Transport, the company has grown to become One Wabtec, with unmatched digital expertise, technological innovation, and world-class manufacturing and services, enabling the digital-rail-and-transit ecosystems.
Wabtec is focused on performance that drives progress and unlocks our customers’ potential by delivering innovative and lasting transportation solutions that move and improve the world. We are lifelong learners obsessed with making things better to drive exceptional results. Wabtec has approximately 27K employees in facilities throughout the world. Visit our website to learn more! http://www.WabtecCorp.com
Our Commitment to Embrace Diversity:
Wabtec is a global company that invests not just in our products, but also our people by embracing diversity and inclusion. We care about our relationships with our employees and take pride in celebrating the variety of experiences, expertise, and backgrounds that bring us together. At Wabtec, we aspire to create a place where we all belong and where diversity is welcomed and appreciated.
To fulfill that commitment, we rely on a culture of leadership, diversity, and inclusion. We aim to employ the world’s brightest minds to help us create a limitless source of ideas and opportunities. We have created a space where everyone is given the opportunity to contribute based on their individual experiences and perspectives and recognize that these differences and diverse perspectives make us better.
We believe in hiring talented people of varied backgrounds, experiences, and styles… People like you! Wabtec Corporation is committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or expression, or protected Veteran status. If you have a disability or special need that requires accommodation, please let us know.
Tags: 3D Reconstruction Computer Science Computer Vision Deep Learning Industrial Matlab Open3D OpenCV Python PyTorch Research TensorFlow
Perks/benefits: Career development Health care Salary bonus
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