Data Science & AI Specialist - Industrial Analytics
ABB · Bengaluru · onsite · Posted 62d ago
Undisclosed2–5 yrsfulltimeSourced from
About a minute. You'll make an account on the way through.
About this role
Job Summary
This Position reports to: Digital Solution Engineering Manager
In this role, we are looking for RD/Data Science/ AI 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 lifting scenarios under time-variant operating profiles.
This role is contributing to Process Automation business for Process Automation Digital division based in Bangalore.
You will be accountable for: - 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
- Education- PhD / M. Tech. / MS in either Statistics/ Physics or any branch of engineering. Suitable profiles in the fields of Statistics/ Mathematics / Physics might also apply
- 2 to 5 years of overall work experience in data science pertaining to solving industrial analytics problem statements
- 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 ML flow is good to have
- Agile development of customer centric prototypes / Proof of Concepts for focused digital solutions
Sourced from naukri
Skills
Data CleansingAutomationDockerAgileCustomer Centricagile developmentdiagnosticArticulatefeature engineeringbuild toolsAnalyticsDigital SolutionsChemicalsAlgorithmsDeep LearningData ScienceArtificial Intelligence
About ABB
ABB
Industrial Machinery
3.6k+
employees
1988
38 years old
Zurich
Switzerland
About
ABB is a leader in automation and electrification, providing solutions that enhance efficiency and sustainability in manufacturing and operations across industries.
Industries
Industrial Machinery
Employee ratings
3,405 reviews
4.0/ 5
Culture
3.9
Career growth
3.2
Work-life
4.0
Employees rate it well for
Work Life Balance401Work Culture348Salary346Senior Management238Learning206
Find them on