Data Scientist (Santa Catarina Facility) at Caterpillar Inc.

Santa Catarina, Nuevo Leon, Mexico

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Not SpecifiedCompensation

Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, ManufacturingIndustries

Requirements

Bachelor’s degree in software engineering, Data Science, Data Analyst, or related field
Fluent English level
Applies basic statistical methods to interpret business performance; understands sample size, distributions, and standard deviation; identifies and explains common statistical errors and misinterpretations
Uses tools and checklists to ensure precision in data outputs; learns from errors and applies corrective measures; processes detailed information with a high level of accuracy
Defines problems and evaluates their significance; compares alternative solutions using structured analysis; uses visual tools (e.g., flowcharts, Pareto diagrams) to identify patterns and trends
Understands the principles and objectives of machine learning; differentiates between machine learning and deep learning; explains common algorithms and their applications
Understands foundational programming concepts and structures; recognizes the capabilities of major programming languages; uses documentation and specifications to maintain coding standards
Writes and tests queries to retrieve and manipulate data; uses query tools to connect with data warehouses; applies advanced functions for sorting, filtering, and calculations
Gathers and documents functional and non-functional requirements; communicates effectively with stakeholders to define project needs; applies organizational tools and techniques to support requirement analysis
Top candidates: Certification in Programming Languages such as Python, R, SQL; Experience with Microsoft Platforms (Power BI, Power Apps, Power Automate); Data Manipulation & Analysis: Pandas, NumPy, Scikit-learn; Certification in Microsoft Office, Matplotlib, Seaborn, Tableau, Power BI

Responsibilities

Lead data collection, mining, and processing efforts across high-volume datasets; design and implement robust data models
Explore and apply semantic data techniques using Natural Language Processing (NLP), text analytics, and machine learning
Develop automations using different digital solutions to reduce time loss with manual process enhancing data communication
Define the scope and requirements of data analysis projects; communicate insights to stakeholders through compelling data visualizations
Conduct research to optimize data models and algorithms, enhancing the accuracy and efficiency of analytical outcomes

Skills

Machine Learning

Natural Language Processing

NLP

Text Analytics

Data Mining

Data Processing

Data Modeling

Statistical Analysis

Business Statistics

Data Visualization

Process Automation

Data Engineering

Caterpillar Inc.

Manufactures heavy machinery for various industries

About Caterpillar Inc.

Caterpillar Inc. designs and manufactures heavy machinery and equipment for industries such as construction, mining, energy, and rail. Their products include a wide range of machinery and engines that help clients complete large-scale projects. Caterpillar's equipment works by providing powerful tools that can perform tasks like digging, lifting, and transporting materials. What sets Caterpillar apart from its competitors is its strong aftermarket support, which includes maintenance and repair services, ensuring that their machinery remains efficient and reliable over time. The company's goal is to deliver high-quality products while also focusing on sustainability and community development through initiatives that improve education and reduce poverty.

Irving, TexasHeadquarters

1925Year Founded

$143.5KTotal Funding

IPOCompany Stage

Industrial & Manufacturing, Social Impact, AI & Machine LearningIndustries

10,001+Employees

Benefits

Annual incentive bonus plan

Medical, dental, and vision coverage

Paid time off plan (Vacation, Holiday, Volunteer, Etc.)

401k savings plan

Health savings account (HSA)

Flexible spending accounts (FSAs)

Disability benefits

Life Insurance

Parental leave

Healthy Lifestyle Programs

Employee Assistance Programs

Voluntary Benefits and Employee Discounts

Tuition Reimbursement

Career Development

Risks

Closure of Aurora office may impact regional economy and Caterpillar's reputation.

Partnership with Anti Social Social Club could dilute Caterpillar's industrial brand focus.

Advanced technology in Cat D8 dozer may face resistance from traditional customers.

Differentiation

Caterpillar's century-long history underscores its reliability and industry leadership.

The company integrates AI and IoT to enhance machinery performance and customer satisfaction.

Caterpillar's strong aftermarket services ensure product longevity and operational efficiency.

Upsides

Growing demand for autonomous equipment boosts Caterpillar's innovation in heavy machinery.

Expansion of 5G networks enhances Caterpillar's remote operation capabilities, improving safety.

Caterpillar's commitment to sustainability aligns with the global shift towards eco-friendly practices.

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