Gen AI Engineer: Build Real-Time ML Pipelines

LTM; Irving (TX); Hybrid; USD 140,000 - 190,000; Full time

Benefits offered by this job

Medical coverage

Dental coverage

Vision coverage

Disability insurance

401(k)

Life Insurance

Paid time off

Parental Leave

Job summary

LTIMindtree in Irving, TX is hiring a Gen AI Engineer to design, develop and deploy MLAI models for real time and batch use cases. You will build and optimize inference pipelines and integrate ML capabilities with product and engineering teams.

You will develop data pipelines for model training, validation and continual improvement, monitor production model performance, and drive reliability and robustness across systems.

Qualifications

• Experience designing and deploying ML/AI models in production.
• Strong Python development skills and ML/DL libraries.
• Experience with model deployment tools (ONNX, Torch Serve, Triton).
• Hands-on experience with MLOps and cloud platforms.

Responsibilities

• Design, develop and deploy MLAI models for real time and batch use cases.
• Build and optimize inference pipelines and integrate ML capabilities into applications services in partnership with product and engineering teams.
• Develop and maintain data pipelines for model training validation and continuous improvement retraining continual learning.
• Monitor production model performance and drive improvements in reliability and robustness.
• Establish engineering best practices for ML delivery reproducibility versioning testing documentation and benchmarking experimentation.
• Contribute to solution architecture decisions for ML systems data compute deployment patterns and operational controls.
• Mentor junior engineers and lead technical reviews for ML code pipelines and deployment implementations.
• Clear communication and stakeholder management.

Skills

Python

ML/DL libraries

PyTorch

TensorFlow

Hugging Face

MLOps

Docker

Cloud platforms

Generative AI

Tools

ONNX

TorchServe

Triton

MLflow

Docker

Job description

LTIMindtree in Irving, TX is hiring a Gen AI Engineer to design, develop and deploy MLAI models for real time and batch use cases. You will build and optimize inference pipelines and integrate ML capabilities with product and engineering teams.

You will develop data pipelines for model training, validation and continual improvement, monitor production model performance, and drive reliability and robustness across systems.