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Training: ML Framework Engineer

Label Your Data·$295,000 – $500,000

Primary stack

Machine LearningPython

Nice to have's

Software EngineeringPerformance Optimization

Job description

About the Position

Training: ML Framework Engineer

OpenAI is seeking a highly skilled Training: ML Framework Engineer to optimize our internal training framework and enable researchers to develop next-generation models. This role is based in San Francisco, CA, and we use a hybrid work model of 3 days in the office per week.

Responsibilities

  • Apply the latest techniques in our internal training framework to achieve impressive hardware efficiency for our training runs
  • Profile and optimize our training framework
  • Work with researchers to enable them to develop the next generation of models

Requirements

  • Strong software engineering skills and proficiency in Python
  • Experience with machine learning and distributed systems
  • Passion for performance optimization and minimizing complexity and maintenance burden

We Offer

  • Compensation: $295K – $500K • Offers Equity
  • Benefits:
    • Medical, dental, and vision insurance with employer contributions to Health Savings Accounts
    • Pre-tax accounts for Health FSA, Dependent Care FSA, and commuter expenses
    • 401(k) retirement plan with employer match
    • Paid parental leave, medical and caregiver leave
    • Paid time off and company holidays
    • Mental health and wellness support
    • Employer-paid basic life and disability coverage
    • Annual learning and development stipend
    • Daily meals in our offices and meal delivery credits
    • Relocation support for eligible employees

About the Team

Training Runtime designs the core distributed machine-learning training runtime that powers everything from early research experiments to frontier-scale model runs. Our work focuses on high-performance, asynchronous, zero-copy tensor and optimizer-state-aware data movement; performant, high-uptime, fault-tolerant training frameworks; and distributed process management for long-lived, job-specific and user-provided processes.

About the Company

OpenAI is an AI research and deployment company dedicated to ensuring that general-purpose artificial intelligence benefits all of humanity. We are an equal opportunity employer and value diversity in our workforce.

Join Us

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.

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Label Your Data provides secure and high quality data annotation services for Computer Vision or NLP applications since 2020. We help Data Scientists and AI Engineers streamline the dataset labeling and focus on model development.About Label Your Data:— Founded in 2020;— 200+ annotation experts in Europe, LATAM and Africa;— 98%+ annotation accuracy benchmark;— 55 supported languages;— PCI/DSS certified;— ISO/IEC 27001:2013 certified;— GDPR, CCPA and HIPAA-compliant;— HQs in North America, EU and Asia.Our experience spans over 20 industries including Automotive, Robotics, Agriculture, E-commerce, Retail, Healthcare, Manufacturing, Fintech and Insurance.Our core services include but are not limited to:— Image & video annotation: 2D boxes, OCR, object/action detection, polygons, key points, semantic segmentation, 3D cuboids;— Text annotation: classification, NER, intent & sentiment analysis, prompts creation, Q&A pairs generation;— Audio annotation: transcription, sentiment recognition;— Sensor data annotation;— Data classification & categorization;— Data entry;— Data collection;— Model validation.

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