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Industrial Data Scientist
3 - 5 yearsBengaluru, Karnataka, India, Bengaluru, Karnataka, India
2 years ago
About the Job
What you will do
- Apply data science methodologies to improve production, operations, and manufacturing processes.
- Develop and implement predictive models to enhance equipment reliability and reduce downtime.
- Analyze and optimize operational efficiency through data-driven insights.
- Develop, apply, and analyze physics-based or data-driven computational models.
- Utilize physics-based simulators to support operational decision-making.
- Collaborate with cross-functional teams to identify and solve complex operational problems.
- Communicate findings and recommendations to stakeholders through reports and presentations.
- Position could require 5-10% travel (domestic and/or international)
About You
Skills and Qualifications
- Bachelor's or Masters degree in Chemical Engineering, Chemistry, Mathematics, Computer Science, Civil, Electrical or Data Science from a recognized unviversity with GPA 7.0
- 3+ years of experience in a data science role, preferably in production, operations, or manufacturing environments.
- Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
- Experience with physics-based simulators and computational modeling.
- Knowledge of predictive maintenance techniques and tools.
- Expertise in Computer Vision, Natural Language Processing (NLP), Time Series analysis.
- Experience with AI techniques and tools for operational improvements.
- Experience with software engineering practices, agile methodologies, DevOps, version control
- Experience working in Azure Databricks or any other data science frameworks
- Proficiency in programming languages such as Python.
- Software testing and development practices (Agile)
- Prior experience in operations, oil & gas, wells, or subsurface domain applications is highly desirable.
- Strong understanding of statistical analysis and data visualization tools (e.g., Tableau, Power BI).
Preferred Qualifications / Experience
- Ability to demonstrate initiative, teamwork, accuracy, effectiveness, and self-confidence
- Proven track record of developing and implementing data-driven solutions to improve operational efficiency.
- Strong problem-solving skills and the ability to work independently and as part of a team.
- Excellent communication skills, both written and verbal.
Location :Bengaluru, Karnataka, India, Bengaluru, Karnataka, India
About the Company
Overview
At ExxonMobil, our vision is to lead in energy innovations that advance modern living and a net-zero future. As one of the world’s largest publicly traded energy and chemical companies, we are powered by a unique and diverse workforce fueled by the pride in what we do and what we stand for.
The success of our Upstream, Product Solutions and Low Carbon Solutions businesses is the result of the talent, curiosity and drive of our people. They bring solutions every day to optimize our strategy in energy, chemicals, lubricants and lower-emissions technologies.
Skills
machine learning frameworkscomputer visionNatural Language Processing (NLP)Agile MethodologiesDevopsVersion Control (Git)Azure DatabricksPYTHONData Visualization (Tableau, Power BI)
Key Details
- Experience:
- 3 - 5 years
- Job Domain/Function:
- Data Science
- Job Type:
- Work From Office
- Employment Type:
- Full Time
- Number of position(s):
- 1
- Educational qualifications:
- Bachelor's Degree