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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 data‑driven 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 cases—such 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
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.
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.
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.
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Caterpillar is accelerating data‑driven 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 cases—such 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
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).
Model data for lakes/lakehouses/warehouses (Delta/Parquet/Iceberg) following medallion or similar architectures.
Optimize partitioning, compaction, and performance for large datasets.
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).
Implement infrastructure‑as‑code, CI/CD and observability (lineage, cataloging, logging/metrics).
Enforce security, privacy, and compliance (PII handling, role-based access, data contracts).
Bachelor’s or master’s 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).
Building feature pipelines, packaging and deploying models (batch/real‑time).
Model serving (Databricks Model Serving, MLflow, Azure ML etc), model registry, experiment tracking.
Familiarity with vector databases and RAG patterns.
Ownership & bias for action; thrives in a product operating model.
Clear communicator who can bridge business and engineering.
Pragmatic, security‑first, automation‑oriented mindset.
Collaborative partner across global, cross‑functional teams .
This position requires candidate to work a 5-day -a -week schedule in the office
Shift Timing-01:00PM-10:00PM IST
Work Life Harmony
Earned and medical leave.
Relocation assistance
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
Employee investment plan
Pay for performance -Annual incentive Bonus plan.
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 www.caterpillar.com/careers Caterpillar is an Equal Opportunity Employer (EEO) EEO/AA Employer. All qualified individuals, including minorities, females, veterans and individuals with disabilities - are encouraged to apply.
Caterpillar is an Equal Opportunity Employer. Qualified applicants of any age are encouraged to apply
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