Staff Machine Learning Engineer

Summary

Join Reddit's ML Understanding Team as a Staff Machine Learning Engineer and develop cutting-edge AI solutions. You will design, develop, and optimize state-of-the-art language models for various applications. Collaborate with cross-functional teams, conduct model evaluations, and stay updated on the latest research. This role requires 7+ years of relevant experience in NLP, deep learning, and AI model development. The position offers a competitive salary, comprehensive healthcare benefits, 401k matching, flexible vacation, parental leave, and more. The role is completely remote-friendly, with office access available if desired. Reddit is committed to building a diverse and inclusive workforce.

Requirements

• 7+ years of relevant MLE experience in natural language processing, deep learning, and AI model development
• Strong background in Python programming and deep learning frameworks like TensorFlow, PyTorch, or Hugging Face Transformers
• Expertise in distributed training frameworks (e.g., Ray Training, PyTorch Distributed), and efficient utilization of hardware resources
• Proficiency in data preprocessing, tokenization, embeddings, and language modeling techniques
• Passion for developing scalable, well-designed, and responsible AI solutions that positively impact society
• Excellent communication and collaboration skills, with the ability to discuss complex technical topics with diverse teams

Responsibilities

• Design, develop, and optimize large language models for various natural language processing tasks
• Collaborate with cross-functional teams to gather requirements, define model architectures, and iterate on model development
• Conduct model evaluations, performance analysis, and optimization to improve model accuracy and reduce biases
• Stay up-to-date with the latest research and advancements in the field of natural language processing, multimodal signals, and large language models
• Contribute to the development of best practices, guidelines, and ethical AI principles for responsible LLM development and deployment

Benefits

• Comprehensive Healthcare Benefits
• 401k Matching
• Workspace benefits for your home office
• Personal & Professional development funds
• Family Planning Support
• Flexible Vacation (please use them!) & Reddit Global Wellness Days
• 4+ months paid Parental Leave
• Paid Volunteer time off