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This position reports to
Digital Solution Engineering Manager
Your role and responsibilities
We are looking for R&D Engineers with data science expertise to conceptualize, define and build industry specific digital solutions in our Process Automation Digital organization. The candidate should have a good foundation in statistics, mathematics, and machine learning. He/she will conceptualize and implement machinery and process monitoring and diagnostic digital solutions.
Additionally, he/she will develop working prototypes for evaluation and customer demonstration. The candidate should leverage latest developments in AI/ML field with cross-functional industrial data and develop base algorithms for different asset performance and scenarios under time-variant operating profiles.
The work model for the role is :
This role is contributing to Process Automation business for Process Automation Digital division based in Bangalore, India
You will be responsible for below:
- Develop machine learning and artificial intelligence-based solutions for process automation digital organization.
- Utilize latest developments in industrial digitization, connected devices and systems.
- Create scalable models and algorithms for integrating into proprietary tools and products.
- Analyze data, understand features, evaluate alternate models, validate hypothesis through theoretical and empirical approaches.
- Create statistical and predictive models for equipment monitoring, failure detection, life estimation and life extension.
- Build tools and support structures needed for analyzing data, perform data cleansing, feature selection and feature engineering.
- Work closely with customers and Business Units (BUs) to architect and develop customer centric solutions tailored to their requirements.
- Practice agile development of digital solution Proof of Concepts to effectively articulate the Customer Value Proposition
- Provide industry specific domain insights for rich proposal responses by articulating customer value proposition
Qualifications For The Role
- 3 to 5 years of overall work experience in data science pertaining to solving industrial analytics problem statements
- Education- PhD / M. Tech. / MS in either Statistics/ Physics or any branch of engineering
- Extensive programming experience in one or more of the following languages: Python (preferred), R, Matlab, C and C++
- Experience with deep learning frameworks like PyTorch and TensorFlow is preferred
- Familiarity with technologies like Docker, Kubernetes and MLflow is good to have
- Agile development of customer centric prototypes / Proof of Concepts for focused digital solutions
More about us
ABB 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 www.abb.com to learn about the impact of our solutions across the globe. #MyABBStory
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