Reddit11 дней назад
Senior Machine Learning Engineer, Safety
Зарплата не указана
Remote - United States
Обязанности
- 01Design, develop, optimize and deploy ML models, including large language models, for various natural language processing tasks
- 02Implement and maintain training pipelines, leveraging distributed training and optimizing for performance and efficiency
- 03Collaborate with cross-functional teams to gather requirements, define model architectures and iterate on model development
- 04Conduct model evaluations, performance analysis, and optimization to improve model accuracy and reduce biases
- 05Stay up-to-date with the latest research and advancements in the field of natural language processing, multimodal signals, and large language models
- 06Contribute to the development of best practices, guidelines, and ethical AI principles for responsible ML development and deployment
Требования
- 015+ years of relevant MLE experience in natural language processing, deep learning, and AI model development
- 02Strong background in Python programming and deep learning frameworks like TensorFlow, PyTorch, or Hugging Face Transformers
- 03Expertise in distributed training frameworks (e.g., Ray Training, PyTorch Distributed), and efficient utilization of hardware resources
- 04Proficiency in data preprocessing, tokenization, embeddings, and language modeling techniques
- 05Passion for developing scalable, well-designed, and responsible AI solutions that positively impact society
- 06Excellent communication and collaboration skills, with the ability to discuss complex technical topics with diverse teams
- 07Entrepreneurial spirit, self-motivation, and a bias towards action in fast-paced environmen
Условия
- 01This role is completely remote friendly within the United States
- 02Opportunity to work from physical office locations (San Francisco, Los Angeles, New York City & Chicago) if located nearby
- 03Base salary range: $216,700 — $303,400 USD
- 04Eligible to receive equity in the form of restricted stock units
- 05Eligible to receive commission depending on the position
- 06Medical, dental, and vision insurance
- 07401(k) program with employer match
- 08Generous time off for vacation and parental leave