Posted:
8/23/2024, 1:19:48 PM
Location(s):
Karnataka, India ⋅ Bengaluru, Karnataka, India
Experience Level(s):
Mid Level ⋅ Senior
Field(s):
AI & Machine Learning
Wabtec Corporation is a leading global provider of equipment, systems, digital solutions and value-added services for freight and transit rail. Drawing on nearly four centuries of collective experience across Wabtec, GE Transportation and Faiveley Transport, the company has 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, creating transportation solutions that move and improve the world. Wabtec has approximately 27,000 employees in facilities throughout the world. Visit the company’s new website at: http://www.WabtecCorp.com.
It’s not just about your career… or your job title…it’s about who you are and the impact you are going to make on the world. Do you want to go into uncharted waters…do things that haven’t been done to make yours and someone else's life better? Wabtec has been doing that for decades and we will continue to do so! Through our people, leadership development, services, technology and scale, Wabtec delivers better outcomes for global customers by speaking the language of industry.
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.
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!
Position Overview: We are seeking an experienced Computer Vision Engineer to join our KinetiX Machine Vision Algorithms team. The ideal candidate will have a strong background in computer vision, deep learning, and MLOps, with the ability to develop and deploy production-grade AI systems. The successful candidate will play a crucial role in optimizing workflows for model training and large scale data management.
Responsibilities:
Design and implement end-to-end machine learning pipelines for training, validation, deployment, and monitoring of models.
Build and maintain CI/CD pipelines for automating model training, evaluation, and deployment processes.
Collaborate with software engineers to integrate machine learning models into production systems.
Implement monitoring and logging solutions to track model performance, data drift, and system health.
Manage model versioning, artifact storage, and reproducibility of experiments using tools like MLflow or Kubeflow.
Stay updated on the latest advancements in MLOps tools, technologies, and best practices.
Design, develop, and implement computer vision algorithms and deep learning models for object detection, segmentation and classification.
Contribute to the improvement of our large scale computer vision data management platform – data lake.
Requirements:
Bachelor's or Master's degree in Computer Science, Engineering, or related field.
5+ years of experience in Python, MLOps and Computer Vision
Strong understanding of a cloud AWS/GCP/Azure
Proficiency in programming languages such as Python, C++ and Matlab
Experience with machine learning frameworks and libraries such as TensorFlow, PyTorch, scikit-learn, etc.
Hands-on experience with MLOps tools and platforms such as MLflow, Kubeflow, TFX, etc.
Experience in workflow management platform for data engineering pipelines is a good to have.
Strong understanding with containerization technologies such as Docker and orchestration tools like Kubernetes.
Knowledge of vector databases, search and retrieval, document databases is a good to have.
Excellent problem-solving skills and attention to detail.
Strong communication and collaboration skills.
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.
Wabtec Corporation is committed to taking on the world’s toughest challenges. In order to fulfill that commitment we rely on a culture of leadership, diversity and inclusiveness. We aim to employ the world’s brightest minds to help us create a limitless source of ideas and opportunities. 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.
Website: https://www.wabteccorp.com/
Headquarter Location: Pittsburgh, Pennsylvania, United States
Employee Count: 10001+
Year Founded: 1872
IPO Status: Public
Industries: Electronics ⋅ Freight Service ⋅ Hardware ⋅ Industrial ⋅ Information Technology ⋅ Manufacturing ⋅ Mining ⋅ Plastics and Rubber Manufacturing ⋅ Transportation