Scientist - Machine Learning

ch projects developing software engineering techniques to build intelligent systems for process industries. The work model for the role is hybrid. #LI-Hybrid This role contributes to the India Corporate Research Center (INCRC), located in Bangalore. You will be mainly accountable for: • Use cases and requirements gathering in cooperation with ABB's business divisions and end customers. • Researching tools and techniques based on mathematical model and formal logic that can be used to specify and verify requirements and designs of Industrial Process Automation software systems. • Identifying and evaluating techniques to build more reliable systems through model checking and equivalence checking. • Developing proof of concepts, prototypes, and supporting pilot evaluation and productization of solutions. • Communicating project results to experts and non-expert audiences. • Creating Intellectual Property - Invention disclosures and publishing in scientific conferences and journals. • Living ABB's core values of safety and integrity, which means taking responsibility for your own actions while caring for your colleagues and the business.
Qualifications for the role

• Ph.D. in a topic related to AI/ML in engineering from a reputed University with a good publication record and with a minimum of two years of relevant industrial research or post-doctoral experience.
• Proficiency in one or more programming languages and corresponding ML frameworks and libraries for interacting with industrial data.
• Good knowledge of supervised, unsupervised, semi-supervised, reinforcement learning techniques, time-series analysis, signal processing and related areas.
• Exposure to design, implementation and deployment of industrial machine learning systems with MLOps and efficient use of GPUs is preferred.
• Should have ability to collaborate and communicate effectively in English with internal and external partners including academic community.

More about us

ABB a provides a comprehensive range of integrated automation, electrical and digital systems and services for customers in the process, hybrid and maritime industries. These offerings, coupled with deep domain knowledge in each end market, help to optimize productivity, energy efficiency, sustainability and safety of industrial processes and operations. We value people from different backgrounds. Apply today for your next career step within ABB and visit https://www.abb.com to learn about the impact of our solutions across the globe. #MyABBStory "It has come to our attention that the name of ABB is being used for asking candidates to make payments for job opportunities (interviews, offers). Please be advised that ABB makes no such requests. All our open positions are made available on our career portal for all fitting the criteria to apply. ABB does not charge any fee whatsoever for recruitment process. Please do not make payments to any individuals / entities in connection to recruitment with ABB, even if is claimed that the money is refundable. ABB is not liable for such transactions. For current open positions you can visit our career website https://global.abb/group/en/careers and apply. Please refer to detailed recruitment fraud caution notice using the link https://global.abb/group/en/careers/how-to-apply/fraud-warning"