Machine Learning Innovator for Live AI Framework
6 days ago
Pathway is an innovative company that enables organizations to run contextualized ML models connected to ever-changing enterprise data.
This role is part of our R&D team focused on attention-based models and advancing the state-of-the-art in machine learning research.
We have a strong presence in mobility, IoT data, logs and transactions, and collaborate with large actors such as NATO and national postal services.
The OpportunityWe are seeking highly skilled R&D Engineers with a track record in machine learning models research to join our ambitious project.
This is a foundational project with a flexible GPU budget associated with it, guaranteed to be in the 7-digit range minimum.
Your Responsibilities- Train and improve distributed models.
- Help adapt model architectures based on experiment results.
- Design new tasks and experiments.
- Optionally oversee activities of team members involved in data preparation.
Your contributions will play a crucial role in the success of this project.
Requirements- Prior publication in NeurIPS, ICLR, or ICML - lead author or significant conceptual & code contributions.
- Significant contribution to an LLM training effort which became newsworthy, preferably using multiple GPUs.
- At least 6 months experience working in a leading Machine Learning research center.
- ICPC World Finalist or High School IMO/IOI medalist.
- A deep learning researcher with a track record in Language Models and/or RL.
- Interested in improving foundational architectures and creating new benchmarks.
- Experienced at hands-on experiments and model training (PyTorch, Jax, or Tensorflow).
- Good understanding of GPU architecture, memory design, and communication.
- Good understanding of graph algorithms.
- Familiarity with model monitoring, git, build systems, and CI/CD.
- Respectful of others.
- Fluent in English.
- Distributed training approaches.
- Familiarity with Tryton.
- Successful track-record in algorithms & data science contests.
- Code portfolio.
- Work in an intellectually stimulating environment.
- Pioneer Live AI challenges around long sequences and changing data.
- Part of an early-stage AI startup that believes in impactful research and foundational changes.
- Type of contract: Full-time, permanent.
- Compensation: six-digit annual salary based on profile and location + Employee Stock Option Plan.
- Location: Remote work. Possibility to work or meet with other team members in one of our offices: Menlo Park, CA, Paris, France, or Wroclaw, Poland.
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