Software Engineer
Netflix - 1d ago
Senior Software Engineer
Reddit - 4d ago
Senior Machine Learning Engineer, ML Understanding Modeling
AI Summary ✨
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.
What You'll Be Doing:
- Design, develop, and optimize 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 LLM development and deployment.
Perks and Benefits:
- Private Medical, Dental and Vision Benefits
- Personal Retirement Savings Account with matching contribution
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Cycle to Work and Tax Saver schemes
- Flexible Vacation & Reddit Global Days Off
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