Senior Scientist
Teknik, data och digitalt · Data, AI och analys · Datavetenskap · Maskininlärning · Artificiell intelligens
I korthet
ABB is seeking a Senior Scientist for their Corporate Research Center in Bangalore, India. This role involves applied research in Control and Artificial Intelligence to develop intelligent autonomous systems for industrial applications. A Ph.D. and significant research experience are required.
Ansvarsområden
- Work within the ABB India Corporate Research Center (INCRC) at the ABB Innovation Center (AIC) in Bangalore.
- Develop cutting-edge technologies for ABB’s global businesses.
- Collaborate with global ABB research centers, R&D units, and academic institutions.
- Conduct applied research in Control and Artificial Intelligence for intelligent autonomous systems.
- Gather requirements and identify use cases for autonomous process plants.
- Evaluate and develop new Control and Artificial Intelligence approaches.
- Develop proof of concepts, prototypes, and support productization.
- Contribute to laboratory setup for experimental research.
- Communicate project results to technical experts and management.
- Create intellectual property and publish in scientific journals and conferences.
- Travel to customer sites and ABB locations as needed.
Krav
- Ph.D. in Chemical, Control, Electrical, Instrumentation, or Mechanical engineering.
- Strong publication and patent record.
- Minimum of 7 years of experience; industrial research experience is preferred.
- Experience in the development of model-based or model-free controllers (e.g., Model Predictive Control, Approximate Dynamic Programming, Reinforcement Learning).
- Good knowledge of Deep Learning, Reinforcement Learning, Supervised and unsupervised learning, Multivariate statistics, Time-series analysis, Signal Processing.
- Experience in using Machine Learning for predictive maintenance, diagnosis, and monitoring solutions.
- Proficiency in Matlab and Python programming languages.
- Effective communication skills in English with internal and external partners, including the academic community.
Önskade kvalifikationer
- Knowledge of operation and control in the process industry (e.g., Oil and Gas, Pulp and Paper, Metals) is preferred.
Förmåner
- Opportunity to work in a dynamic, global, and creative environment.
- Collaborate with a wide range of experience and expertise.
- Contribute to building a cleaner, smarter future.
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