IT Analyst Applications ( Data Engineer – AI & Analytics )

Career Area:

Job Description:

Your Work Shapes the World at Caterpillar Inc.

When you join Caterpillar yourejoining 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 dontjust 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.

Your Impact Shapes the World at Caterpillar Inc

When you join Caterpillar youre 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 dont 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.

Job Summary

We are seeking a skilled and experienced IT Analyst Applications ( Data Engineer AI & Analytics ) to join our India GCC GCIO ETL Services -CAT IT Division.

Caterpillar is accelerating datadriven decision making across engineering manufacturing supply chain services and digital products. As a Data Engineer with AI skillset you will design and build robust data pipelines features and platforms that power analytics machine learning and GenAI use casessuch as predictive maintenance parts demand forecasting warranty analytics and intelligent knowledge retrieval.

The preference for this role is to be based out of Bangalore Caterpillar PSN

What you will do

Data Pipelines & Integration

• Design build and maintain scalable batch/streaming pipelines (e.g. telematics/IoT SAP PLM MES service/warranty dealer systems).
• Implement CDC schema evolution and data quality checks (Great Expectations/Deequ/custom).
• Develop feature pipelines for ML and analytics (feature stores time-series transformations).

Data Modelling & Storage

• Model data for lakes/lakehouses/warehouses (Delta/Parquet/Iceberg) following medallion or similar architectures.
• Optimize partitioning compaction and performance for large datasets.

AI/ML Enablement

• Partner with Data Scientists to productionize models (batch/real-time) build inference pipelines/APIs and manage feature stores.
• Contribute to MLOps (CI/CD for models and data model versioning monitoring drift detection).
• Support GenAI use cases (RAG pipelines vector indexing prompt orchestration governance).

Platform & DevOps

• Implement infrastructureascode CI/CD and observability (lineage cataloging logging/metrics).
• Enforce security privacy and compliance (PII handling role-based access data contracts).

What you will have

• Bachelors or masters degree in computer science Data Engineering Industrial Engineering or related field.
• Overall at least 7 years of experience in Data engineering
• Strong proficiency in Snowflake SQL Python and ETL tools (e.g. Snaplogic).
• Familiarity with cloud platforms (AWS Azure GCP) and data warehousing solutions (e.g. Snowflake Redshift).

AI/MLOps Exposure:

• Building feature pipelines packaging and deploying models (batch/realtime).
• Model serving (Databricks Model Serving MLflow Azure ML etc) model registry experiment tracking.
• Familiarity with vector databases and RAG patterns.

Behavioural Competencies

• Ownership & bias for action; thrives in a product operating model.
• Clear communicator who can bridge business and engineering.
• Pragmatic securityfirst automationoriented mindset.
• Collaborative partner across global crossfunctional teams.
• This position requires candidate to work a 5-day -a -week schedule in the office
• Shift Timing-01:00PM-10:00PM IST

Skills desired:

Core Application Systems: Knowledge of major production application systems used for delivery of services to internal and external clients; ability to leverage major production application systems in diverse situations.
Level Working Knowledge:
Helps create contingency plans to mitigate impact of disruption on core applications.
Identifies key players criticalities roles and responsibilities.
Investigates application-related issues with both business and IT professionals.
Recommends enhancements for a major application system or related subsystems.
Works with core application systems for a major business unit or function.

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 Working Knowledge:
Identifies and documents specific problems and resolution alternatives.
Examines a specific problem and understands the perspective of each involved stakeholder.
Develops alternative techniques for assessing accuracy and relevance of information.
Helps to analyze risks and benefits of alternative approaches and obtain decision on resolution.
Uses fact-finding techniques and diagnostic tools to identify problems.

Application Design Architecture: Knowledge of basic activities and deliverables of application design; ability to utilize application design methodologies tools and techniques to convert business requirements and logical models into a technical application design.
Level Extensive Experience:
Facilitates in application design reviews and walkthroughs.
Creates and evaluates technical alternatives for complex applications.
Interprets application services such as API; integrates them with technical design.
Develops various distinct and multiple technical application designs.
Prepares technical design documents and blueprints for applications.
Explores and evaluates application design considerations for multiple technologies.

Implementation: Knowledge of how to run applications for organizations; ability to implement application software within an organization and help end-users perform specific tasks (ex: accounting or graphic design).
Level Working Knowledge:
Tracks problems associated with the quality and effectiveness of application software.
Researches the benefits and drawbacks of an organizations application software.
Drafts application software usage for the departments needs.
Provides instant support for end users of application software.
Implements a specific application software under the supervision of management.

Requirements Analysis: 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.
Level Working Knowledge:
Follows policies practices and standards for determining functional and informational requirements.
Confirms deliverables associated with requirements analysis.
Communicates with customers and users to elicit and gather client requirements.
Participates in the preparation of detailed documentation and requirements.
Utilizes specific organizational methods tools and techniques for requirements analysis.

System and Technology Integration: Knowledge of the features and facilities of systems; ability to integrate and communicate among applications databases and technology platforms.
Level Working Knowledge:
Assists with current and planned integration initiatives.
Explores major issues and considerations for successful system integration.
Works with applications data technology bridges and a variety of platforms.
Works with existing interfaces as well as integration and migration plans within own area.
Plays an active role in local integration efforts.

System Testing: Knowledge of system and software testing; ability to design plan and execute system testing strategies and tactics to ensure the quality of software at all stages of the system life cycle.
Level Working Knowledge:
Supports the project leader in developing and executing system test plans.
Evaluates system documentation and user manuals for usability accuracy and completeness.
Executes test cases analyzes test results and reports on findings regularly.
Tests system components for compliance with functional requirements.
Participates in the testing of a systems ability to recover from hardware or software failures.

What you will get:

• Work Life Harmony
• Earned and medical leave.
• Relocation assistance

Holistic Development

• Personal and professional development through Caterpillar s employee resource groups across the globe
• Career developments opportunities with global prospects

Health and Wellness

• Medical coverage -Medical life and personal accident coverage
• Employee mental wellness assistance program

Financial Wellness

• Employee investment plan
• Pay for performance -Annual incentive Bonus plan.

Additional Information:

Caterpillar is not currently hiring individuals for this position who now or in the future require sponsorship for employment visa status; however as a global company Caterpillar offers many job opportunities outside of the U.S. which can be found through our employment website at is an Equal Opportunity Employer (EEO)

EEO/AA Employer. All qualified individuals including minorities females veterans and individuals with disabilities - are encouraged to apply.

Posting Dates:

Caterpillar is an Equal Opportunity Employer. Qualified applicants of any age are encouraged to apply

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