Caterpillar

Caterpillar

Lead Data Scientist

Irving, Texas, USA · Part-time

No sponsorship$128k-$209kDetected 67 days ago
PythonAlgorithmsSQLSnowflakeAWSGCPAzureDevOpsMachine LearningPandasNumPyData AnalysisData EngineeringData ScienceData VisualizationStatisticsA/B TestingProject ManagementResearchCommunicationProblem SolvingPublic Speaking

About the role

  • Career Area: Technology, Digital and Data Job Description: Your Work Shapes the World at Caterpillar Inc.
  • Conduct Data Discovery, data preparation and data processing for business intelligence and ML / AI Models.
  • Exploring, promoting, and implementing semantic data capabilities through data analytics and machine learning techniques.

Responsibilities

  • The Lead Data Scientist reports to an Analytics Supervisor and bears primary responsibility for solving the business problem presented through applied analytics and directing the team technically.
  • Demonstrate a breadth of knowledge in the application statistical methods and/or digital methods to solve business problems Develop, validate, train and implement statistical models, and implement digital solutions Participate on 3-4 projects/products concurrently Demonstrate strong initiative to research and apply new methods to exceed customer expectations.
  • Database Management and Consumption: Extensive knowledge of data management systems; ability to use, support and access facilities for searching, extracting and formatting data for further use.
  • Good understanding of Agile Best Practices to work with Project Manager and Team to Plan, Effort Estimation, Check Quality, Document and Deliver on time with help of team.
  • For more than a century, Caterpillar has helped build a better, more sustainable world.

Requirements

  • maintaining knowledge of approaches used in similar projects
  • Extensive experience with statistical tools, processes, and practices to describe business results in measurable scales
  • ability to use statistical tools and processes to assist in making business decisions.
  • ability to use tools, techniques and platforms in order to write and modify programming languages.
  • Extensive knowledge of data management systems
  • Working knowledge of tools, methods, and techniques of requirement analysis
  • ability to elicit, analyze and record required business functionality and non-functionality requirements to ensure the success of a system or software development project.
  • Extensive experience applying Python (NumPy, SciPy, pandas, etc) programming to solve business challenges.
  • Extensive experience (typically 8 years+) with advanced data analysis and statistical methods such as regression, hypothesis testing, ANOVA, statistical process control, etc.

Nice to have

  • About Caterpillar?

Compensation

  • $128,470.00 - $208,770.00 Compensation and benefits offered may vary depending on multiple individualized factors, job level, market location, job-related knowledge, skills, individual performance and experience.
  • Please note that salary is only one component of total compensation at Caterpillar.

Benefits

  • This is a summary list of benefits.
  • Have a strong focus on continual learning in the Analytics field Possess thorough statistical and/or digital technology knowledge and the ability to solve low to medium complexity problems.
  • Extensive experience in practical applications of Machine Learning techniques such as Clustering, Logistic Regression, Random Forests, SVM or Neural Networks.
  • Advanced experience in quantifying the costs, benefits, risks and chances for success before recommending a course of action.

Company info

  • Key areas of accountability include participating in the design and development of Data and Analytic Solutions including GenAI as part of Strategic Cybersecurity projects and programs; providing input into technology roadmaps and application evolution plans; acting as a researcher and evaluator of new technology, information, or integration standards.
  • Backed by one of the largest independent global dealer networks and financing services through Cat Financial, the company?s primary business segments: Power & Energy, Construction Industries and Resource Industries are solving customers? toughest challenges through commercial excellence and advanced technology, driven by a highly skilled, dedicated global team.

Equal opportunity

  • Equal Opportunity Employer, Including Veterans and Individuals with Disabilities.

Visa & Work Authorization

  • Visa Sponsorship is not available for this position
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This listing is sourced directly from Caterpillar's careers page and normalized into a canonical job model.