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Caterpillar Inc
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Senior Data Scientist

Senior Data Scientist

Caterpillar Inc

8 - 13 years

25 - 30 Lacs

bengaluru

Posted:19 hours ago| Platform:

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Skills Required

automation data analysis sas analytical machine learning data analytics operations robotics sql python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Assists in the design, definition, development, and test of the robotics software development; collaborates with senior engineers to ensure that internal and external clients needs are met.

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.

Experience : Passionate Product Analytics Engineer with minimum 8+ years of experience in developing Data Analytics solutions, Visualization tools & ML algorithms etc.

Education : B.Tech/M.Tech (preferably Mechanical) or equivalent professional qualification in Data Science, Statistics, Machine Learning for Engineering Components

Skill Descriptors

Industry Knowledge :
Has a good understanding of off-highway products. 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 have experience in building algorithms 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

Problem Solving: Knowledge of approaches, tools, techniques for recognizing, anticipating, and resolving organizational, operational or process problems; ability to apply knowledge of problem solving appropriately to diverse situations.
Level Extensive Experience:
Ensures capture of lessons to be learned from a problem-solving effort.
Organizes potential problem solvers and leads problem resolution efforts.
Uses varying problem-solving approaches and techniques as appropriate.
Contributes to standard practices for problem-solving approaches, tools, and processes.
Analyzes and synthesizes information and devises alternative resolution strategies.
Develops successful resolutions to critical or wide-impact problems.

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Caterpillar Inc

Heavy Equipment, Manufacturing

Peoria

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Senior Data Scientist