Luma AI

Staff Software Engineer- Reliability

Palo Alto, CA
USD 200k - 250k
Terraform Kubernetes
Description
The SRE role at Luma AI sits with the Infrastructure and Research teams and is responsible for our GPU clusters. Luma runs on '000s of H100 GPUs across multiple providers and clusters for Training, Data Processing and Inference. We need a highly skilled SRE to ensure those clusters are healthy and to build the monitoring and management tools we need to make full use of them. Successful candidates will want to get extremely in the weeds solving performance and maintenance problems in our clusters.

Responsibilities

  • Collaborate with researchers and engineers to specify the availability, performance, correctness, and efficiency requirements of the current and future versions of our GPU infrastructure.
  • Work with multiple GPU cloud providers to scale up, scale down, maintain and monitor our 000's GPUs in many clusters.
  • Design and implement solutions to ensure the scalability of our infrastructure to meet rapidly increasing demands.
  • Implement and manage monitoring systems to proactively identify issues and anomalies in our production environment.
  • Implement fault-tolerant and resilient design patterns to minimize service disruptions.
  • Build and maintain automation tools to streamline repetitive tasks and improve system reliability.
  • Participate in an on-call rotation to respond to critical incidents and ensure 24/7 system availability alongside other infrastructure developers.
  • Develop and maintain service level objectives (SLOs) and service level indicators (SLIs) to measure and ensure system reliability.

Experience

  • Proven work experience 10+ yrs as an reliability engineer, production engineer, infrastructure software engineer or a similar role in a fast-paced, rapidly scaling company.
  • Strong proficiency in GPU cloud infrastructure, including the underlying concepts of scheduling, scaling, cloud storage, networking and security.
  • Proficiency in programming/scripting languages.
  • Experience with containerization technologies and container orchestration platforms like Kubernetes or equivalent.
  • Knowledge of IaC tools such as Terraform or CloudFormation or equivalent.
  • Excellent problem-solving and troubleshooting skills.
  • Strong communication and collaboration skills.
  • Experience with observability tools; examples include DataDog, Prometheus, Grafana, Splunk and ELK stack or similar.
  • Knowledge of security best practices in cloud environments.
  • Good to have experience as an SRE within the AI/ML space is strongly preferred.

Compensation

  • The pay range for this position in California is $200,000 - $250,000yr; however, base pay offered may vary depending on job-related knowledge, skills, candidate location, and experience. We also offer competitive equity packages in the form of stock options and a comprehensive benefits plan. 
Your application is reviewed by real people.
Luma AI
Luma AI
3D Technology Artificial Intelligence (AI) Augmented Reality Computer Vision Video Games Virtual Reality

0 applies

14 views

There are more than 50,000 engineering jobs:

Subscribe to membership and unlock all jobs

Engineering Jobs

60,000+ jobs from 4,500+ well-funded companies

Updated Daily

New jobs are added every day as companies post them

Refined Search

Use filters like skill, location, etc to narrow results

Become a member

πŸ₯³πŸ₯³πŸ₯³ 401 happy customers and counting...

Overall, over 80% of customers chose to renew their subscriptions after the initial sign-up.

To try it out

For active job seekers

For those who are passive looking

Cancel anytime

Frequently Asked Questions

  • We prioritize job seekers as our customers, unlike bigger job sites, by charging a small fee to provide them with curated access to the best companies and up-to-date jobs. This focus allows us to deliver a more personalized and effective job search experience.
  • We've got about 70,000 jobs from 5,000 vetted companies. No fake or sleazy jobs here!
  • We aggregate jobs from 5,000+ companies' career pages, so you can be sure that you're getting the most up-to-date and relevant jobs.
  • We're the only job board *for* software engineers, *by* software engineers… in case you needed a reminder! We add thousands of new jobs daily and offer powerful search filters just for you. πŸ› οΈ
  • Every single hour! We add 2,000-3,000 new jobs daily, so you'll always have fresh opportunities. πŸš€
  • Typically, job searches take 3-6 months. EchoJobs helps you spend more time applying and less time hunting. 🎯
  • Check daily! We're always updating with new jobs. Set up job alerts for even quicker access. πŸ“…

What Fellow Engineers Say