Career Area:
EngineeringJob Description:
Your Work Shapes the World at Caterpillar Inc.
When you join Caterpillar, you're joining a global team who cares not just about the work we do – but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here – we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it.
Education : B.Tech/M.Tech (preferably Mechanical) or equivalent professional qualification in Data Science, Statistics, Machine Learning for Engineering Components
Skills:
Responsibilities :
- Independently lead E2E Analytics projects. Act as a product owner and Coach the analysts within the team
- Work closely with business stakeholders to understand their goals & determine how Data analytics can be used to achieve those goals.
- Should be able to design data modelling processes, create algorithms & develop predictive models to help analyze the data.
- Develop prediction tools which can help Caterpillar customers to gain efficiency and plan the forecast better.
- Develop innovative solutions which enables machine learning and prediction. Also, Work with Cross - functional team to come up with innovative solutions.
- Act as a Technical lead in the field of Analytics and Machine Learning.
Required skills :
Product:
- Has a good understanding of key automotive components. Has worked as a part of product development team or validation teams
- Basics of Engine/Machine performance parameters, Specifications, Data Links.
- Ability to relate Machine problems and come up with analytical solutions
Programming :
- High skilled in Python, SQL, SAS, AI/ML Tools, Neural network development
- Strong knowledge in python, SQL
- Fully skilled in Visualization tools such as Power Bi, Tableau with ability to utilize it as Automation tool
- Should be able to develop Data Analysis Algorithm
- Should have experience in developing prediction formulas for non-linear data.
- Self – starter & passionate for Data analysis
- Can make use of statistical tools for data prediction.
- Regression analysis (Linear/Non-linear)
- Should be able to present the data in a meaningful form
- Passion for Innovation and Technology
- Self-Starter, should be able to present Ideas to stakeholders
Posting Dates:
March 27, 2024 - April 9, 2024Caterpillar is an Equal Opportunity Employer (EEO).
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