Software Engineer, Data Infrastructure - Research at OpenAI

San Francisco, California, United States

OpenAI Logo
$250,000 – $380,000Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
AI, Machine LearningIndustries

Requirements

  • Strong engineering fundamentals with experience in distributed systems, data pipelines, or infrastructure
  • Experience building APIs, modular code, and scalable abstractions, with a focus on users and UX in abstraction design
  • Comfortable debugging bottlenecks across large fleets of machines
  • Pride in building infrastructure that “just works,” with a focus on reliability and scale
  • Collaborative, humble, and excited to own a foundational part of the ML stack
  • (Bonus) Background knowledge in data math, probability, or distributed data theory
  • (Bonus) Experience with GPU-scale distributed systems or dataset scaling for real-time data

Responsibilities

  • Design and maintain standardized dataset APIs, including for multimodal (MM) data that cannot fit in memory
  • Build proactive testing and scale validation pipelines for dataset loading at GPU scale
  • Collaborate with teammates to integrate datasets seamlessly into training and inference pipelines, ensuring smooth adoption and a great user experience
  • Document and maintain dataset interfaces so they are discoverable, consistent, and easy for other teams to adopt
  • Establish safeguards and validation systems to ensure datasets remain reproducible and unchanged once standardized
  • Debug and resolve performance bottlenecks in distributed dataset loading (e.g., straggler systems slowing global training)
  • Provide visualization and inspection tools to surface errors, bugs, or bottlenecks in datasets

Skills

distributed systems
dataset APIs
GPU scaling
multimodal data
performance optimization
training pipelines
inference pipelines
proactive testing
debugging bottlenecks
visualization tools
pipeline integration

OpenAI

Develops safe and beneficial AI technologies

About OpenAI

OpenAI develops and deploys artificial intelligence technologies aimed at benefiting humanity. The company creates advanced AI models capable of performing various tasks, such as automating processes and enhancing creativity. OpenAI's products, like Sora, allow users to generate videos from text descriptions, showcasing the versatility of its AI applications. Unlike many competitors, OpenAI operates under a capped profit model, which limits the profits it can make and ensures that excess earnings are redistributed to maximize the social benefits of AI. This commitment to safety and ethical considerations is central to its mission of ensuring that artificial general intelligence (AGI) serves all of humanity.

San Francisco, CaliforniaHeadquarters
2015Year Founded
$18,433.2MTotal Funding
LATE_VCCompany Stage
AI & Machine LearningIndustries
1,001-5,000Employees

Benefits

Health insurance
Dental and vision insurance
Flexible spending account for healthcare and dependent care
Mental healthcare service
Fertility treatment coverage
401(k) with generous matching
20-week paid parental leave
Life insurance (complimentary)
AD&D insurance (complimentary)
Short-term/long-term disability insurance (complimentary)
Optional buy-up life insurance
Flexible work hours and unlimited paid time off (we encourage 4+ weeks per year)
Annual learning & development stipend
Regular team happy hours and outings
Daily catered lunch and dinner
Travel to domestic conferences

Risks

Elon Musk's legal battle may pose financial and reputational challenges for OpenAI.
Customizable ChatGPT personas could lead to privacy and ethical concerns.
Competitors like Anthropic raising capital may intensify market competition.

Differentiation

OpenAI's capped profit model prioritizes ethical AI development over unlimited profit.
OpenAI's AI models, like Sora, offer unique video creation from text descriptions.
OpenAI's focus on AGI aims to create AI systems smarter than humans.

Upsides

OpenAI's $6.6 billion funding boosts its AI research and computational capacity.
Customizable ChatGPT personas enhance user engagement and satisfaction.
OpenAI's 'Operator' AI agent could revolutionize workforce automation by 2025.

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