Profile cover
N

AI Deployment Regression Bisection Engineer

Yalvex AI

Remote · $160k – $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

PyTorch model registries, Kubernetes deployments, and Airflow-orchestrated rollout pipelines are the core of what our platform manages for customers. If you've ever spent a night manually bisecting which of twelve deployed changes caused a metric to crater, this role automates that away. You will build a bisection engine that automatically walks backward through recent deployment history, isolating the specific change responsible for a detected regression, and produces a root-cause report before an on-call engineer even opens their laptop. You'll integrate directly with our existing blue-green deployment and shadow testing infrastructure, working alongside the team that built those systems.

Fully remote.

Responsibilities

  • Build an automated bisection engine isolating the deployment change causing a regression
  • Integrate bisection logic with existing blue-green and shadow testing infrastructure
  • Generate root-cause reports on-call engineers can act on immediately
  • Orchestrate bisection runs as Airflow-managed jobs
  • Continuously validate bisection accuracy against manually confirmed incident causes

Requirements

  • 6+ years in infrastructure or deployment reliability engineering
  • Deep hands-on experience with Kubernetes and Docker in production
  • Comfortable orchestrating pipelines with Airflow
  • Experience with deployment or release engineering at scale

Benefits

  • Fully remote position
  • Competitive equity grant
  • Health, dental, and vision coverage
  • Unlimited PTO with a mandatory minimum

Keep exploring related roles

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

Categories

MLOps & AI Infrastructure

Skills

python docker kubernetes airflow

Related remote AI jobs

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

Browse all jobs

AI Security Engineer Intern (Summer 2027)

RemoteAI company

Full-time Intern

Software Engineer, Infrastructure

RemoteAI company

Full-time

Research Engineer / Scientist, Pre-training

RemoteAI company

Full-time

Software Engineer - AI Tooling Infrastructure

RemoteAI company

Full-time

AI Platform Engineer Intern (Summer 2027)

RemoteAI company

Full-time Intern

Senior Infrastructure Engineer

RemoteAI company

Full-time Senior

Job Type

Full-time

Level

Senior

Language

English

Salary Range

$160k – $200k / year

AI Expertise

MLOps & AI Infrastructure

Skills

python docker kubernetes airflow

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