Profile cover
C

AI Capacity Forecasting Reliability Engineer

Ulvex Systems

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

Our mission is to make sure nobody gets paged for a capacity problem we could have predicted. This role sits inside that mission directly: you'll build the forecasting layer that predicts when a service is heading toward resource exhaustion, days before it becomes an incident. We don't care where you work from. We care about clear async updates, ownership of what you ship, and whether the forecasts you build actually prevent pages instead of adding more noise to an already busy on-call channel. You'll pull from log pattern mining and anomaly detection work the observability team has already built, extending it with capacity trend models that feed into our existing alerting pipeline.

Fully remote.

Responsibilities

  • Build capacity forecasting models for compute, memory, and queue depth trends
  • Integrate forecasts into the existing alerting and on-call pipeline
  • Reduce false-positive alert volume through better trend confidence scoring
  • Partner asynchronously with the observability team on shared data sources
  • Document forecasting assumptions clearly for on-call engineers to trust the alerts

Requirements

  • Experience with time-series forecasting applied to infrastructure metrics
  • Comfortable with Spark or Kafka for streaming metric pipelines
  • Familiarity with Kubernetes-based service architectures
  • Strong written communication for async, distributed teams

Benefits

  • Fully async, work from anywhere
  • Unlimited PTO with a mandatory two-week minimum
  • Home office stipend
  • Health coverage regardless of country of residence
  • No mandatory meetings before 11am in your local time zone

Keep exploring related roles

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

Categories

MLOps & AI Infrastructure

Skills

python sql spark kafka airflow

Related remote AI jobs

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

Browse all jobs

AI Security Engineer Intern (Summer 2027)

Brainco

Full-time Intern

Software Engineer, Infrastructure

Niantic Spatial

Full-time

Senior Software Engineer

Dremio

Full-time Senior

Research Engineer / Scientist, Pre-training

Anthropic

Full-time

Revenue Operations Manager

Handshake

Full-time

Principal Engineer, Data Platform

AlphaSense

Full-time Principal

Job Type

Full-time

Level

Senior

Language

English

Salary Range

$160k – $200k / year

AI Expertise

MLOps & AI Infrastructure

Skills

python sql spark kafka airflow kubernetes statistics

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