Data Science Engineer

Bangalore, Karnataka
Permanent
Full-time

6 hours ago

Job DescriptionIt'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 to learn more!About us:To strengthen our WITEC team in Bengaluru, we are now looking for - Advanced Lead Engineer - Data ScienceRole Summary & Essential responsibilities:This role is for an experienced software engineer that can diligently apply both data science and embedded software engineering principles to develop products that meet customers' needs.The engineer is expected to be passionate about executing in a fast-paced developmental environment to deliver successfully on tight customer-focused schedules.Essential Duties and Responsibilities:Includes the following. Other duties may be assigned.

Own the implementation and deployment of the embedded vision software platform for Wabtec Bus Solutions' products, including applications in enhanced sensing for bus and charging pantograph applications.
Work closely with the DAT ML engineers to build and deploy highly scalable AI solutions in line with processes and standards set by the DAT team.
Investigate and identify opportunities for the use of AI to create new solutions or enhance existing products in the transit bus industry.
Expected to stay in tune with latest trends in artificial intelligence and digital technologies.
Become a subject matter expert on the application of AI in the transit bus space.
Participate in designing and executing data science pipelines including edge device management, data collection, exploratory data analysis, ground truth annotation, building machine/deep learning models and their deployment.
Devise and utilize algorithms and models to mine big-data stores; perform data and error analysis to improve models; clean and validate data for uniformity and accuracy.
Participate in discussions and host information sharing sessions on latest trends in artificial intelligence and digital technologies as needed.

Qualification / Requirement:Qualifications:To perform this job successfully, an individual must be able to perform each essential duty satisfactorily. The requirements listed below are representative of the knowledge, skill, and/or ability required. Reasonable accommodation may be made to enable individuals with disabilities to perform the essential functions.Education/Experience:The individual must meet the criteria listed below:

Bachelor's in engineering, Physics, Mathematics, Robotics or Computer Science from an accredited university or college, or relevant and significant industry experience.
Minimum 2 years of hands-on experience in the fields of Artificial Intelligence/Machine Learning and video analytic edge computing.
Proficient in machine learning languages: python, GO, or similar languages for the development of AI models.
Proficient in embedded programming in C/C++.
Hands on experience with real time OS including Linux based systems, and low-level system and device configuration.
Proficient with standard computer vision tools such as Open CV, Deep Learning Frameworks (Keras, TensorFlow, PyTorch).
Proficient in software design principles.
Working knowledge with Docker and Kubernetes.
Working knowledge in Cloud, Cloud Native applications, and application platforms.
Working knowledge of inter-process communication strategies and protocols for real time systems (shared memory or pub-sub strategies).

Desired Characteristics:

Master's degree in engineering, Physics, Mathematics, Robotics or Computer Science from an accredited university or college, or relevant and significant industry experience
Experience with developing embedded software solutions for real time systems in the transportation or industrial applications.
Experience with developing deep learning models for computer vision applications such as object detection and segmentation.
Experience in AWS SageMaker, and other MLOPs tools and practises.
Experience with embedded edge devices such as NVIDIA Jetson boards.
Ability to work in a fast-paced environment with tight customer-focused product delivery schedules.
Strong interpersonal, leadership, communication, and presentation skills.
A critical thinker that can quickly understand a new problem space and apply analytic techniques to identify potential value.
Self-starter with the ability to work to set schedule and goals with minimum supervision.
Ability to engage and build positive relationships with both customers and internal and external employees.
Ability to work in a cross-functional, global environment.
Effective team building and problem-solving abilities.

Language Ability:This individual must be a crisp and clear communicator. As a Lead engineer this individual is a representative of the company and must be capable of direct correspondence with external parties like vendors, bus manufacturers, transit agencies, etc. via remote means (phone calls, instant messaging, teleconference) as well as face-to-face meetings if required. Ability to respond to common inquiries or complaints from customers, regulatory agencies, etc. is expected. Ability to write technical documentation for publication within and outside the organization that conform to prescribed style and format.Computer Skills:To perform this job successfully, the individual should have experience with common software development tools (IDEs, software change management tools). Individuals must have a knowledge of Microsoft Office Suite or equivalent of the following tools: Word, Excel, PowerPoint, Outlook.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.Additional InformationWhat could you accomplish in a place that puts People First?At Wabtec, it's not just about a job - it's about the impact you make. When our people come together, we're Expanding the Possible by continuously improving what we do and how we do it - for our clients and each other.If you're ready to revolutionize how the world moves for future generations, Wabtec is the place for you.Who are we?Wabtec is a leading global provider of equipment, systems, digital solutions, and value-added services for the freight and transit rail sectors. Drawing on more than 150 years of experience, we are leading the way in safety, efficiency, reliability, innovation, and productivity. Whether it's freight, transit, ports, logistics, mining, industrial, or marine, our expertise, technologies, and people together - are accelerating the future of transportation. With roots that date back to George Westinghouse, Thomas Edison, and Louis Faiveley, Wabtec has always built technologies and implemented solutions for a variety of sectors that are critical to meeting the needs of customers and governments alike.Our global team of about 30,000 employees worldwide delivers performance that moves the world forward. We're lifelong learners, obsessed with better. Learn more at www.WabtecCorp.com.Culture powers us and the possibilities.We believe the best ideas come from a mix of experiences and backgrounds. At Wabtec, we strive every day to create a place where everyone belongs. We're building a culture where leadership, inclusion and your unique perspective fuel progress.We're proud to be an Equal Opportunity Employer. We welcome talent of all backgrounds, experiences, and identities, including race, gender, age, disability, veteran status and more.Need accommodation? Just let us know - we've got you.

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