Data Scientist
Year Chennai, Tamil Nadu, India
Job Description
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Career Area: Business Technologies, Digital and Data : 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 \xe2\x80\x93 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 \xe2\x80\x93 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.
Responsibilities:
In this role, you will be exposed to Caterpillar\xe2\x80\x99s engine systems products, technologies, processes, and services, which you will use to :
- work with time-series data from sensors and aggregate/unstructured data from other sources
- develop physics-based/rule-based/data-driven algorithms for condition monitoring
- develop, test and demonstrate machine learning models for failure/anomaly detection
- communicate results to customers, suppliers, team members, and other business units
- capture the knowledge generated and document for reference
Requirements:
- Sound understanding of engineering fundamentals
- Knowledge of Internal Combustion engines & systems (Thermodynamics)
- Coding experience in any programming language, preferably Python
- Excellent Verbal and Written Communication Skills
- Ability to engage with in-person interactions with team members & also able to work independently
Qualifications & Experience (essential):
- Bachelor\xe2\x80\x99s degree in Mechanical/Automotive/Electrical/Electronics engg or equivalent
- Experience of 3 to 5 years in design, analysis, simulation, data analytics or related field
- Skills: Python, SQL
- Master\xe2\x80\x99s degree in engineering
- Basic understanding of statistics/signal processing
- Experience in IoT/sensor data analytics
- Experience with databases (Snowflake, Oracle, MySQL etc)
- Hands-on experience in version control (Git/DevOps)
- Data Visualization experience \xe2\x80\x93 Power BI, Tableau etc
- Have worked on the python modules \xe2\x80\x93 pandas, scikit learn, numpy, scipy, plotly etc
Relocation is available for this position. Posting Dates: June 12, 2024 - June 17, 2024 Caterpillar is an Equal Opportunity Employer (EEO). Not ready to apply? Join our Talent Community .
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Job Detail
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Job IdJD3335298
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IndustryNot mentioned
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Total Positions1
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Job Type:Full Time
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Salary:Not mentioned
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Employment StatusPermanent
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Job LocationChennai, Tamil Nadu, India
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EducationNot mentioned
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ExperienceYear