GenAI & ML Systems Engineer — Production Pipelines

Sanmina; Región Centro; Presencial; MXN 420.000 - 640.000; Jornada completa

Descripción de la vacante

Sanmina is seeking a Software Engineer (Systems) 2 to advance machine learning workflows across cloud and on-prem environments. The role emphasizes statistical analysis, predictive modeling, and scalable data handling. You will work with Vertex AI Pipelines and NVIDIA acceleration tools to deploy optimized models.

The candidate should have hands-on experience with ML in production, deep learning models, and generative AI capabilities to integrate seamlessly with NVIDIA GPUs and cloud endpoints.

Formación

• Experience applying statistical analysis and predictive modeling to real-world problems.
• Strong SQL skills and experience with large, complex datasets.
• Proven experience building and deploying machine learning pipelines in a production environment.

Conocimientos

Statistical analysis

Predictive modeling

SQL

Production ML pipelines

Herramientas

Vertex AI Pipelines

NVIDIA TensorRT

Vertex AI Endpoints

NVIDIA NIM

Descripción del empleo

Sanmina is seeking a Software Engineer (Systems) 2 to advance machine learning workflows across cloud and on-prem environments. The role emphasizes statistical analysis, predictive modeling, and scalable data handling. You will work with Vertex AI Pipelines and NVIDIA acceleration tools to deploy optimized models.

The candidate should have hands-on experience with ML in production, deep learning models, and generative AI capabilities to integrate seamlessly with NVIDIA GPUs and cloud endpoints.