Career Area:Business Technologies, Digital and DataJob 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.Cat® Digital is the digital and technology arm of Caterpillar Inc., leveraging the latest technologies to build industry leading digital solutions for our customers and dealers. With over 1.5 million connected assets worldwide, our teams use data, technology, advanced analytics, telematics and AI capabilities to help our customers build a better, more sustainable world.Working with a Fortune 100 leader, you can build your career on a global scale and take advantage of development opportunities with emerging technologies. We’ve created an inclusive environment for you to explore your passions, make an impact and do the work that really matters. Join Us.Purpose:The AI Prototyping, Research and Development team of Cat Digital is seeking a Lead Data Scientist to be a technical expert, working in a team environment, to support the development, integration & enhancement for Caterpillar gen-AI and other advanced projects.Responsibilities:
Developing AI and Generative AI models and solutions
Directing the data gathering, data mining, and data processing processes in huge volume; creating appropriate data models.
Exploring, promoting, and implementing semantic data capabilities through Natural Language Processing, text analysis and Machine Learning techniques.
Demonstrate a breadth of knowledge in the application of statistical methods and/or digital methods to solve business problems
Leading to define requirements and scope of data analyses; presenting and reporting possible business insights to management using data visualization technologies; mentoring junior data scientists.
Conducting research on data model optimization and algorithms to improve effectiveness and accuracy on data analyses.
Skills You Will Have:
Extensive experience applying Python (NumPy, SciPy, pandas, etc) programming to solve business challenges.
Extensive experience with advanced data analysis and statistical methods such as regression, hypothesis testing, ANOVA, statistical process control, etc.
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.
Extensive experience in consulting and coaching others on sampling approaches and associated statistical significance.
Extensive experience in conducting walkthroughs and monitoring quality of the development activities.
Extensive experience using logic and intuition to make inferences about the meaning of the data to arrive at conclusions.
Extensive experience in conducting data mining and cleaning initiatives.
Working knowledge in writing, debugging, and implementing complex queries involving multiple tables or databases.
Top Candidates Will Also Have:
Bachelors, Masters, or PhD degree in Applied Statistics, Data Science, Business Analytics, Business Intelligence & Analytics, Mathematics, Computer Science, Computer Science + X, Engineering (Aerospace, Electrical, Mechanical, Computer, Industrial, Agricultural, etc.), Informatics, Information Systems Management, Mathematics, MBA with Technical Undergrad, Predictive Analytics, Statistics, or equivalent technical degree.
Working experience with heavy equipment engineering.
Electrification knowledge such as battery, electric power systems
Experience in design / development of heavy equipment (ex. automotive, aerospace, engine, transmission, construction, mining, industrial, etc)
In-depth technical and problem-solving skills and evidence of continuous learning in the analytics field
Working knowledge with cloud technologies (AWS, Azure, Google Cloud, etc)
Advanced experience with version control / repositories such as GitHub
Experience operating in an Agile environment
Must demonstrate strong initiative, interpersonal skills, and the ability to communicate effectively.
Additional Details:This position has the option to be based out of either our Chicago, IL; Peoria, IL or Denver, CO offices with a flexible hybrid work environment.#LI-Hybrid#BI (used to post on Built In)Summary Pay Range:$123,480.00 - $200,640.00Compensation 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:Annual incentive bonus planMedical, dental, and vision coveragePaid time off plan (Vacation, Holiday, Volunteer, Etc.)401k savings planHealth savings account (HSA)Flexible spending accounts (FSAs)Disability benefitsLife InsuranceParental leaveHealthy Lifestyle ProgramsEmployee Assistance ProgramsVoluntary Benefits and Employee DiscountsTuition ReimbursementCareer DevelopmentSubject to annual eligibility and incentive plan guidelines .Visa sponsorship available for eligible applicants.Posting Dates:February 20, 2024 - March 3, 2024Any offer of employment is conditioned upon the successful completion of a drug screen.EEO/AA Employer. All qualified individuals - Including minorities, females, veterans and individuals with disabilities - are encouraged to apply.Not ready to apply? Join our Talent Community (http://flows.beamery.com/caterpillarinc/talcom) .There’s more to work at Caterpillar than just the work itself. We hire smart, friendly people and it shows in our culture. We hold ourselves to high standards and make sure our values of integrity, excellence, teamwork, commitment and sustainability come to life in the way we work. We make sure our employees feel continuously challenged while also supported. We provide professional growth opportunities, including leadership programs. We celebrate the diversity of our team, while also working together as one Caterpillar.Our culture, like everything at our company, is made possible by each employee’s contribution. Person by person, we create the environment we work in, and we are proud of the Caterpillar we’ve built.
