Profile cover
D

AI GPU Thermal Throttling Predictor

Mivex Cloud

Remote · $200k+ / year · Full-time · Posted 3 months ago

No longer accepting applications

This role is no longer accepting applications

Don't miss the next role like this

Create a free profile with your skills. We match you to new AI roles as they open, and companies hiring can contact you directly.

Create free profile, 2 minutes

Similar open roles you can apply to now:

See all open AI jobs

About the role

We just onboarded our largest training customer yet, and their workloads are pushing our GPU clusters into thermal throttling more often than we'd like, silently slowing down jobs nobody realizes are affected. Mivex Cloud already handles cluster scheduling and spot instance arbitrage across multi-cloud GPU infrastructure. What's missing is a way to predict thermal throttling before it happens and route jobs around it, instead of discovering the slowdown after a customer complains about job duration. You'll build the predictive model and the scheduling hooks that act on it, working across our GCP and AWS GPU fleets, with direct visibility into how it affects real customer training jobs.

Fully remote.

Responsibilities

  • Build a model predicting GPU thermal throttling risk before it occurs
  • Integrate throttling predictions into existing cluster scheduling logic
  • Route jobs proactively around predicted thermal hotspots
  • Monitor prediction accuracy against real throttling events
  • Report findings and impact to the infrastructure leadership team

Requirements

  • Strong Kubernetes and Docker experience with GPU workloads
  • Experience with both GCP and AWS infrastructure
  • Background in predictive modeling for infrastructure or hardware systems
  • Comfort working with time-sensitive production incidents
  • Track record shipping infrastructure improvements under pressure

Benefits

  • Fully remote
  • Significant equity package
  • Health, dental, and vision insurance
  • 401k matching
  • Unlimited PTO

Keep exploring related roles

Use these topic pages to discover more roles in the same hiring cluster.

Categories

MLOps & AI Infrastructure

Skills

python kubernetes docker gcp aws

Related remote AI jobs

Nearby roles that share similar skills, categories, or hiring intent.

Browse all jobs

Senior Security Engineer - Detection & Response

Lambda

Full-time Senior

Solutions Engineer, Canada

Glean

Full-time

Senior Data Engineer, Data Analytics

Agility Robotics

Full-time Senior

Sr. Solutions Architect - Travel and Hospitality

Databricks

Full-time Senior

Research Engineer / Scientist, Pre-training

Anthropic

Full-time

Principal Engineer, Data Platform

AlphaSense

Full-time Principal

Job Type

Full-time

Level

Senior

Language

English

Salary Range

$200k+ / year

AI Expertise

MLOps & AI Infrastructure

Skills

python kubernetes docker gcp aws

Ready to apply for this role?

Create a free talent account.

  • Find AI roles in one place
  • Get AI-matched job recommendations
  • Reply to companies that message you
  • Build your public AI talent profile
Create free account & apply Log in

This role is closed. Create your free profile to apply to similar open roles.

Don't miss the next one: get matched to new roles like this.

Create free profile