Develop cutting-edge AI solutions that can understand, generate, and analyze human-like text with unprecedented accuracy and efficiency.
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.
- Experience with large language models
- Experience with multimodal signals
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.
Other
- Excellent communication and collaboration skills, with the ability to discuss complex technical topics with diverse teams.
- Passion for developing scalable, well-designed, and responsible AI solutions that positively impact society.
- 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
