Senior Machine Learning Engineer, Safety

🔥 13 hours ago

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Reddit, Inc.

WebsiteLinkedInAll Job Openings

501 - 1000 employees

Founded 2005

👥 B2C

📱 Media

🌍 Social Impact

B2C • Media • Social Impact

Reddit, Inc. is a social media platform that acts as a hub for thousands of communities, where users can engage in diverse conversations ranging from breaking news to niche interests. It enables users to post, comment, and vote on content, fostering a vibrant online community. Millions of people globally connect and share their passions on Reddit, creating a dynamic environment for authentic human interaction.

📋 Description

• Design, develop, optimize and deploy ML models, including large language models, for various natural language processing tasks. • Implement and maintain training pipelines, leveraging distributed training and optimizing for performance and efficiency. • 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 ML development and deployment.

🎯 Requirements

• 5+ 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. • Entrepreneurial spirit, self-motivation, and a bias towards action in fast-paced environments.

🏖️ Benefits

• medical, dental, and vision insurance • 401(k) program with employer match • generous time off for vacation • parental leave