[Remote] Generative AI Inference Engineer

Note: The job is a remote job and is open to candidates in USA. Stability AI is seeking passionate Machine Learning Engineers to join their Inference team, focusing on the creative applications of generative AI models. The role involves leading the design and development of customer-facing multi-modal ML inference systems and collaborating with various teams to optimize and deploy cutting-edge models. Responsibilities • Lead efforts to drive the design, development of customer-facing multi modal ML inference systems • Work with the Platform and Inference teams on building inference systems for the next generation of models, where you will work on areas such as optimization, model tuning and deployment • Partner with leading cloud providers to deliver hosted Stability AI inference solutions • Be a strategic thought partner for leaders across the organization on driving business impact through machine learning • Be part of the team to bring new Stability models and pipelines into existence • Prototype and productionize inference platform improvements and new features Skills • 7+ years working on productionizing machine learning systems, including inference pipeline development • Expert level knowledge on writing and running python services at scale • 5+ years working on python scientific stack, pyTorch and at least one high-performance inference framework (e.g. Triton and TensorRT) • Deep understanding of Diffusion Architecture • Experience profiling and optimizing deep neural networks on Nvidia GPUs, using profiling tools such as NVIDIA Nsight • Experience with python-based image manipulation/encoding/decoding frameworks, such as OpenCV • Experience deploying to cloud orchestration systems such as Kubernetes and cloud providers such as AWS, GCP, and Azure • Experience with Docker • Ability to rapidly prototype solutions and iterate on them with tight product deadlines • Strong communication, collaboration, and documentation skills • Experience with the open-source ML ecosystem (HuggingFace, W&B, etc.) Company Overview • Stability AI is an artificial intelligence company focused on developing open-source generative AI models. It was founded in 2019, and is headquartered in London, England, GBR, with a workforce of 51-200 employees. Its website is Apply tot his job Apply To this Job

Back to blog

Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...