Software Engineer Model Inference
Software Engineer Model Inference
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USD 325000 - 490000
1 Vacancy
Job Description
About the Team
Our team brings OpenAIs most capable research and technology to the world through our products. We empower consumers enterprise and developers alike to use and access our startoftheart AI models allowing them to do things that theyve never been able to before. We focus on performant and efficient model inference as well as accelerating research progression via model inference.
About the Role
We are looking for an engineer who wants to take the worlds largest and most capable AI models and optimize them for use in a highvolume lowlatency and highavailability production and research environment.
In this role you will:
Work alongside machine learning researchers engineers and product managers to bring our latest technologies into production.
Work alongside researchers to enable advanced research through awesome engineering.
Introduce new techniques tools and architecture that improve the performance latency throughput and efficiency of our model inference stack.
Build tools to give us visibility into our bottlenecks and sources of instability and then design and implement solutions to address the highest priority issues.
Optimize our code and fleet of Azure VMs to utilize every FLOP and every GB of GPU RAM of our hardware.
You might thrive in this role if you:
Have an understanding of modern ML architectures and an intuition for how to optimize their performance particularly for inference.
Own problems endtoend and are willing to pick up whatever knowledge youre missing to get the job done.
Have at least 5 years of professional software engineering experience.
Have or can quickly gain familiarity with PyTorch NVidia GPUs and the software stacks that optimize them (e.g. NCCL CUDA) as well as HPC technologies such as InfiniBand MPI NVLink etc.
Have experience architecting building observing and debugging production distributed systems. Bonus point if worked on performancecritical distributed systems.
Have needed to rebuild or substantially refactor production systems several times over due to rapidly increasing scale.
Are selfdirected and enjoy figuring out the most important problem to work on.
Have a humble attitude an eagerness to help your colleagues and a desire to do whatever it takes to make the team succeed.
About OpenAI
OpenAI is an AI research and deployment company dedicated to ensuring that generalpurpose artificial intelligence benefits all of humanity. We push the boundaries of the capabilities of AI systems and seek to safely deploy them to the world through our products. AI is an extremely powerful tool that must be created with safety and human needs at its core and to achieve our mission we must encompass and value the many different perspectives voices and experiences that form the full spectrum of humanity.
We are an equal opportunity employer and do not discriminate on the basis of race religion national origin gender sexual orientation age veteran status disability or any other legally protected status.
OpenAI Affirmative Action and Equal Employment Opportunity Policy Statement
For US Based Candidates: Pursuant to the San Francisco Fair Chance Ordinance we will consider qualified applicants with arrest and conviction records.
We are committed to providing reasonable accommodations to applicants with disabilities and requests can be made via thislink.
OpenAI Global Applicant Privacy Policy
At OpenAI we believe artificial intelligence has the potential to help people solve immense global challenges and we want the upside of AI to be widely shared. Join us in shaping the future of technology.
Employment Type
Full-Time
