Senior Machine Learning Engineer, ML Understanding Modeling
Reddit Inc., Scotland-wide
Senior Machine Learning Engineer, ML Understanding Modeling
Salary Not Specified
Reddit Inc., Scotland-wide
- Full time
- Permanent
- Remote working
Posted 2 days ago, 31 Dec | Get your application in today.
Closing date: Closing date not specified
job Ref: 37d663f33b4c4e08a65ab539aa1e93a2
Full Job Description
We are seeking an exceptional AI Engineer with a deep understanding of LLM training and optimization to join our team of experts. In this pivotal role, you will be responsible for developing, training, and optimizing state-of-the-art language models for various applications, from conversational AI to content generation and language understanding tasks. Our mission is to develop cutting-edge AI solutions that can understand, generate, and analyze human-like text with unprecedented accuracy and efficiency.
You will partner with Engineering, Product, UX Research, and Product Design teams to push the boundaries of what's possible with these powerful language models., 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.
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.
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Pension Scheme
Private Medical and Dental Scheme
Life Assurance, Income Protection
Workspace benefit for your home office
Personal & Professional development funds
Family Planning Support
Commuter Benefits
Flexible Vacation & Reddit Global Days Off