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# Data Engineer -ML

- **Company:** Tata Consultancy Services Limited
- **Location:** Irving, TX, United States
- **Salary:** $125,000.0 - $140,000.0
- **Contract:** Permanent contract
- **Skills:** Artificial Intelligence, Amazon Web Services, Big Data, Cloud Computing, Data Infrastructure, Software Design Patterns, Distributed Systems, Design of User Interfaces, Apache Hadoop, Human-Computer Interaction, Python (Programming Language), Machine Learning, Language Modeling, OpenShift, Performance Tuning, Cloudera, Software Engineering, Scripting, Google Cloud, Cloud Platform System, Large Language Models, Pyspark, Machine Learning Operations
- **Published:** August 9, 2026
- **Apply:** https://www.careerbuilder.com/job-details/ml-data-engineer-irving-tx--12ce937f-3c03-4e76-8787-bc0f36ad093e

## About the Role

Strong experience in PySpark and Python to integrate with AI/ML Models.

Understanding of AI/ML Models and how they interface with OnPrem and Cloud environments.

Familiarity with ML Ops/LLM Ops and distributed systems.

Experience with Big Data platform like Cloudera Hadoop and Could platforms like AWS, GCP.

Solid understanding of system design patterns, scalability, observability, and performance tuning.

Strong analytical and problem-solving skills.

Passion for exploring and building with emerging technologies.

Salary Range: $125,000 to $140,000 per year

Skills:
Amazon Web Services (AWS), Analysis Skills, Apache Hadoop, Artificial Intelligence (AI), Big Data, Cloud Computing, Cloudera, Continuous Improvement, Data Science, Design Patterns Programming Methodologies, Distributed Computing, GCP (Good Clinical Practices), Identify Issues, Modeling Languages, Performance Analysis, Performance Modeling, Performance Tuning/Optimization, Problem Solving Skills, Product Engineering, Prototyping, Python Programming/Scripting Language, Resolve Customer Issues, Software Engineering, User Interface/Experience (UI/UX)

## Description

We are looking for a highly skilled and passionate Data Engineer with strong Python/PySpark experience and

understanding of AL/ML models to implement AL/ML models in OnPrem and Cloud environment.

In this role, you will be responsible for implementing AL/ML Models in different environments leveraging

Openshift/Kubernetics.

Responsibilities:

Work with data scientists/data engineers to translate prototypes and theoretical models into functional,

production ready code.

Collaborate with product and engineering team to implement AI/ML models using PySpark.

Understanding of AI/ML and large language models (LLMs).

Work on productionalize the AL/ML model in Hadoop environment.

Troubleshoot AI/ML Models post implementation to resolve issue raised by users.

Monitor model performance and continuously improve efficiency, accuracy, and user experience.


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