Senior Scientist

Department Icon Data Science Analytics & Machine Learning
149+ Applicants
Posted: 4 days ago
7-9 years
Bengaluru / Bangalore, Karnataka
work from office

Posted: 4 days ago
|
Applicants: 149+
Job Description
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Job Description

At ABB, we help industries run leaner and cleaner—and every person here makes that happen. Youll be empowered to lead, supported to grow, and proud of the impact we create together. Join us and help run what runs the world.
This Position reports to:
R&D Department Lead
Your role and responsibilities:
You will be a member of the ABB India Corporate Research Center (INCRC), at the ABB Innovation Center (AIC) located in Bangalore, India. INCRC researchers perform high-end research on diverse topics to develop cutting-edge technologies for ABBs global businesses to propel the organization towards a productive and sustainable future. We collaborate with other ABB corporate research centers, R&D units, and academic institutes. The position offers the opportunity to work in a dynamic, global, and creative environment, collaborating with a wide range of experience and expertise. You will work in applied research projects, developing innovative Control and Artificial Intelligence technologies toward building intelligent autonomous systems for the Industry, Transport, and Infrastructure sectors.
The work model for the role is Onsite
You will be mainly accountable for:
  • Requirements gathering and identification of use cases to aim towards fully autonomous process plants, and minimizing expert interventions in designing, deploying, and maintaining advanced control applications
  • Evaluation of the state-of-the-art Control and Artificial Intelligence approaches and/ or development of a new approach for identified use cases.
  • Development of a proof of concept, prototypes, and support in pilot evaluation and productization of solutions.
  • Contribute to building and managing the laboratory setup for experimental research
  • Communication of project results to Technical experts and Management.
  • Creation of Intellectual property (invention disclosures) and publications in scientific journals and conferences.
  • Travel to customer sites and ABB locations on a need basis.
Qualifications For The Role (Mandatory)
  • Ph.D. in Chemical/ Control/ Electrical/ Instrumentation/ Mechanical engineering with a strong publication and patent record, with a minimum of 7 years of experience; industrial research experience is preferred.
  • Experience in the development of model-based or model-free controllers, such as Model Predictive Control, Approximate Dynamic Programming, and Reinforcement Learning
  • Knowledge of operation and control in the process industry e.g., Oil and Gas, Pulp and Paper, Metals, etc, is preferred.
  • Good knowledge of Deep Learning, Reinforcement Learning, Supervised and unsupervised learning, Multivariate statistics, Time-series analysis, Signal Processing, and related areas.
  • Experience in the usage of Machine learning for the development of predictive maintenance, diagnosis, and monitoring solutions.
  • Proficiency in Matlab and Python programming languages.
  • Ability to communicate effectively in English with internal and external partners, including the academic community.
Building a cleaner, smarter future takes all kinds of minds: the curious, the courageous, and the creative. We welcome people from all backgrounds and experiences.
Ready to make an impact Apply today or visit www.abb.com to learn more about the impact of our solutions across the globe.
Recruitment Fraud Warning
ABB never asks for payment from job applicants. All genuine job offers follow a formal application and interview process.
View current job openings and apply at: https://careers.abb/global/en/home
For more information, read our full fraud warning notice at: https://global.abb/group/en/careers/how-to-apply/fraud-warning

Skills

Artificial IntelligencePythonDeep LearningMachine Learning

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About Company

ABB, founded in 1883, is headquartered in Zurich, Switzerland and operates in Engineering, Robotics, Automation. It operates as public company, with a global workforce of approximately 105,000+, with offices in Worldwide.

Important dates & deadlines?

Application Deadline

21 Oct 26, 05:34 PM IST

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