Onsite MLOps Engineer: Model Infra & Cost Optim

Nuvnext; Región Centro; Hybrid; MXN 600,000 - 900,000; Full time

Job summary

Nuvnext in Guadalajara, Mexico seeks an engineer to run production services with monitoring and cost awareness. This in-person, full-time role focuses on tying model providers to reliable deployments and keeping costs under control.

You will deploy and update vision models at client sites, monitor latency and errors, and document what you run while collaborating closely with founders and product teams.

Qualifications

• You have run production services with monitoring.
• Fluent Python or TypeScript.
• You care about cost as much as about the result.
• You document what you run.
• Nice to have Containers and deployment on client hardware.
• Experience with model APIs.
• Inference optimization.

Responsibilities

• Run the routing between model providers and its fallback.
• Measure and bring down the cost per agent and per client.
• Deploy and update vision models at the client's site.
• Monitor latency, errors and usage, with alerts that are useful.

Skills

Production monitoring

Python

TypeScript

Cost optimization

Documentation

Tools

Containers

Model APIs

Job description

Nuvnext in Guadalajara, Mexico seeks an engineer to run production services with monitoring and cost awareness. This in-person, full-time role focuses on tying model providers to reliable deployments and keeping costs under control.

You will deploy and update vision models at client sites, monitor latency and errors, and document what you run while collaborating closely with founders and product teams.