Career Area:
Business Technologies, Digital and Data
Job 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.
What You Will Do:
Collaborate with cross-functional teams, including data scientists, machine learning engineers, and domain experts, to understand requirements and integrate Generative AI solutions into broader systems.
Work with Enterprise AI architect to develop and communicate a clear Generative AI strategy aligned with the organization's goals.
Implement and maintain architectural standards and best practices for Generative AI service offering.
Drive the adoption of AI and Generative AI technologies to enhance business operations and innovation.
Stay abreast of the latest advancements in Generative AI and contribute to the development of state-of-the-art models.
Foster collaboration and knowledge sharing across different teams and departments in the space of Generative AI.
Assist in the evaluation, recommendation and selection of appropriate tools, platforms, and vendors for data and AI initiatives.
Create comprehensive documentation for Generative AI models, including architecture, training procedures, and best practices.
Help drive the creation of reference architecture around AI and Generative AI solutions including the identification and documentation related to architectural patterns.
What You Have:
Proven experience in designing and implementing Machine Learning, AI, and Generative AI models.
Solid understanding of machine learning fundamentals, including supervised and unsupervised learning.
Experience with cloud platforms and distributed computing for scalable model training.
Excellent problem-solving skills and the ability to think creatively.
Software development experience in support of enterprise-grade solutions
Strong communication and collaboration skills.
Top candidates will also have :
Experience with reinforcement learning and unsupervised learning techniques.
Familiarity with natural language processing (NLP) or computer vision.
Advises others on the assessment and provision of all technical solutions.
Engages appropriate subject matter resources to effectively resolve technical issues.
Mentor's others to enhance their technical competence and its application to achieve more effective technical solutions.
Coaches' others in promoting, defining, analyzing, and providing superior technical solutions to business problems.
Provides effective solutions to moderate technical challenges through strong technical competence, effectively examining implications of events and issues.
Assumes accountability for personal technical performance and holds others responsible for theirs.
Plays a leading role in the development of technical standards and platforms.
Elaborates on the evolution of technical design tools, techniques and strategies.
Demonstrates extensive experience with software design, development and deployment.
Compares and contrasts software design and architecture of competitive products.
Directs company-wide application software architecture design methods, tools, and practices.
Remains current with evolving product design and development tools, techniques and materials.
Consults on architecture framework design; verifies operational objectives for each framework design procedure.
Determines corresponding indicators for each technology layer and evaluates the operational performance of each layer.
Decides on specific roles and responsibilities of engineers within business, information and data architecture modeling.
Coordinates materials for architecture design modeling.
Evaluates technology product roles and strengths within the project and locates appropriate technology providers based on results.
Interprets relevant principles for technology architecture modeling requirements from the National Institute of Standards and Technology (NIST).
Consults to others on alternative approaches and tools for business assessments and selection processes.
Leads in more complex business assessment reviews and walkthroughs for high-impact projects.
Degree and experience requirements:
Bachelors or Master's in Computer Science, Artificial Intelligence, or a related field preferred.
Develops best practices for identifying and validating opportunities, risks and benefits analysis.
Advises others on various methods, tools and practices for business assessment.
Monitors industry and enterprise effectiveness and experiences; initiates improvements.
Selects and standardizes business assessment tools and techniques across multiple methodologies.
Designs and develops applications or technology interfaces and bridges.
Documents existing best practices for system or technology integration processes.
Identifies and quantifies risks of proposed alternatives to a system or technology integration initiative.
Delivers training on major issues, interfaces, considerations and potential pitfalls and risks.
Discusses with line areas on data, technology and application integration issues.
Advises others in how to integrate projects across multiple technologies.
What You Will Get: (US only)
Our goal at Caterpillar is for you to have a rewarding career. Our teams are critical to the success of our customers who build a better world.
Here you earn more than just an hourly wage, because we value your performance, we offer a total rewards package that provides day one benefits (medical, dental, vision, RX, and 401K) along with the potential of an annual bonus.
Additional benefits include paid vacation days and paid holidays (prorated based upon hire date).
Additional Info :
The primary locations for this position are: Nashville, TN, Dallas, TX, Peoria, IL
This position may require 5% travel.
Sponsorship is not available.
Relocation package can be offered for qualified candidates.
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.
