Data Operations Engineer at Wabtec in Bengaluru, Karnataka, India

companyDescription jobDescription 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! Who will you be working with? This role is an integral part of the Wabtec IT Data & Analytics (DnA) Team. As an AI Engineer, you will be a key member of the AA/AI Development team, working closely with the Wabtec IT DnA team and business stakeholders to design, build, deploy, and operate Advanced Analytics and AI solutions end-to-end. How will you make a difference? We are seeking a collaborative and highly motivated AI Engineer to strengthen our ability to deliver production-grade AA & GenAI solutions. As a member of the Wabtec IT Data & Analytics (DnA) Team, you will be responsible for: Participate in all stages of agile / scrum to design, develop, test, deploy, and support AI/GenAI and full-stack services (prototypes to production), integrated with enterprise applications and data platforms. Partner with the TPM and cross-functional teams (Data Engineering, Architecture, Security, and Product) to translate requirements into well-architected, maintainable solutions. Build AI-based solutions for prioritized use cases, including RAG applications, document understanding, NLP based on business requirements. Own delivery for AI engineering workstreams (design to release), ensuring solutions meet non-functional requirements (performance, reliability, cost, and security) and timelines. Develop and maintain production APIs and services for AI/GenAI use cases; build backend components using Node.js/NestJS and Python/FastAPI; package solutions for repeatability (containers, infrastructure-as-code, and reusable libraries) and enable self-service adoption. Build end-to-end full stack features, including web UIs in Angular, backend APIs in NestJS/Node.js and FastAPI, and integration with enterprise authentication/authorization and logging/monitoring standards. Design data interfaces and pipelines with Data Engineering; prompt/context pipelines, and evaluation datasets to support training and inference. Implement LLMOps/AIOps practices: CI/CD, artifact/version management, automated testing, deployment strategies, monitoring/observability, cost controls, and incident response runbooks. Research and experiment with new AI tools, frameworks, and techniques (e.g., prompt engineering, agentic workflows, and evaluation frameworks) and contribute patterns/standards for enterprise reuse. What do we want to know about you? You must have: The minimum qualifications for this role include: B.Tech or M.Tech  in Information Technology (IT), Computer Science, or Engineering from an accredited college or university 2+ years of experience building and deploying production software services using Python and/or JavaScript/TypeScript, including integration with enterprise systems. Strong fundamentals in software engineering, API design, and cloud-native development, with the ability to translate prototypes into scalable services. Hands-on experience delivering end-to-end applications: front-end development, backend services, testing, CI/CD, deployment, and production monitoring/observability. Strong programming skills in Python and JavaScript/TypeScript; experience building web applications with Angular and backend services with Node.js/NestJS and FastAPI; experience building REST APIs, including testing, documentation, versioning, and performance considerations. Good understanding or hands-on experience with AWS GenAI services, including AWS Bedrock (foundation models, agents/knowledge bases as applicable), and related services used in enterprise solutions. Strong experience with advanced SQL; good to have experience with PySpark and distributed data processing patterns. Experience operating on AWS (or another cloud) with production engineering practices: CI/CD, containers, and infrastructure-as-code. Good to have experience with Dataiku (optional) or similar enterprise DS/ML platforms. Exposure to Industrial engineering domain is preferred Flexible and Quick learner Critical thinking, decision making, troubleshooting and problem-solving skills Uses teamwork skills to achieve goals, solve problems, and manage conflict Ability to support multiple initiatives simultaneously and work in a fast-paced environment Excellent verbal & written communication skills, including communicating technical issues to non-technical audiences We would love it if you had: Highly self-motivated with the ability to work independently, passionate about business & attention to details Creative, willing to understand, asking questions Ability to acquire any specialized domain knowledge required to be more effective in all required activities Ability to operate in a fast-paced environment with a sense of urgency, ownership, and accountability Adaptable/Flexible: being open to change in response to new information, different or unexpected circumstances, and having the ability to navigate ambiguous situations Ability to break down problems and estimate time for development tasks Ability to make basic technology choices based on experience Effectiveness and Efficiency, and Accountability Experience in analytical storytelling and stellar communications skills Experience building and operating backend services with FastAPI and/or NestJS (or similar), including authentication/authorization patterns and API versioning. What will your typical day look like? Collaborate daily with D&A- AA & AI scrum team and interact often with Architecture team for reviews and technical recommendations. Engage with internal stakeholders and the DNA team to understand business needs, provide project updates, and align AI initiatives with deliverables Work closely with business stakeholders and the DS Manager to define project goals and success criteria for the assigned project(s) Design, develop, and deploy AI & Generative AI services on the AWS Data Lake / enterprise platform, ensuring secure access patterns and scalable runtime architecture. Conduct data preprocessing and analysis as needed for AI/GenAI solutions; build and iterate on application features (Angular UI, NestJS/Node.js and FastAPI services), and optimize implementations for cost-effective, high-performance solutions. Implement and operate CI/CD and automated testing for AI components; monitor service health, latency, and cost, and continuously improve reliability. Explore data trends, identify insights, and integrate AI-powered solutions into business workflows; drive adoption through documentation, enablement, and continuous iteration based on feedback. What about the physical demands of the job? Ability to operate a laptop or desktop and to sit for extended periods of time Concentrate for long periods of time Work independently and as part of a team Manage multiple projects simultaneously Meet deadlines under pressure You may also be asked to perform other duties outside of your function or trade, for which adequate training will be provided if necessary. 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. qualifications additionalInformation What 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.