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TE
Tether Operations Limited
16d ago

AI Research Engineer - Pre training(m/w/x)

Lugano
Full-timeRemoteSenior
AI/ML
Data Science

Description

In this role, you will be at the forefront of AI innovation, developing and optimizing architectures for advanced models. Your day-to-day responsibilities will involve experimenting with cutting-edge techniques and enhancing model performance on powerful distributed systems.

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Requirements

  • Degree in Computer Science or related field
  • PhD in NLP, Machine Learning, or related field
  • Solid track record in AI R&D
  • Good publications in A* conferences
  • Hands-on experience in large-scale LLM training
  • Experience with large, distributed servers
  • Familiarity with distributed training frameworks
  • Practical experience with training libraries and tools
  • Deep knowledge of transformer modifications
  • Deep knowledge of non-transformer modifications
  • Strong expertise in PyTorch
  • Strong expertise in Hugging Face libraries
  • Practical experience in model development
  • Experience in continual pretraining and deployment

Education

Bachelor's degree
OR
Doctoral / PhD

Work Experience

approx. 4 - 6 years

Tasks

  • Drive innovation in architecture development for AI models
  • Enhance model intelligence and efficiency
  • Explore and implement novel techniques and algorithms
  • Curate data and strengthen baselines
  • Identify and resolve pre-training bottlenecks
  • Conduct pre-training on large, distributed servers
  • Design and prototype innovative architectures
  • Execute experiments and analyze results
  • Refine methodologies for optimal performance
  • Investigate and improve model efficiency
  • Contribute to scalable training systems

Tools & Technologies

PyTorchHugging Face

Languages

EnglishBusiness Fluent

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