Pathway

www.pathway.com

1 Job

53 Employees

About the Company

Pathway is building Live AI(tm) systems that think and learn in real time as humans do. Our mission is to deeply understand how and why LLMs work, fundamentally changing the way models think.

Listed Jobs

Company Name: Pathway
Job Title: Machine Learning Researcher / Engineer (Foundational Models)
Job Description: **Job title:** Machine Learning Researcher / Engineer (Foundational Models) **Role Summary:** Conduct research and engineering on next‑generation attention‑based models, focusing on large‑scale distributed training, architecture innovation, and experimental design to advance foundational AI capabilities. **Expectations:** - Deliver cutting‑edge model improvements that outperform current transformer baselines. - Publish research results in leading conferences or create benchmark‑setting code. - Manage GPU‑scale training pipelines and optimize resource utilization. - Mentor or coordinate data‑preparation activities when required. **Key Responsibilities:** 1. Execute distributed training of large neural models using PyTorch, Jax, or TensorFlow. 2. Analyze experiment outcomes and iterate on model architecture and hyper‑parameters. 3. Design new tasks, benchmarks, and evaluation protocols for foundational systems. 4. Integrate and maintain high‑quality code with version control, CI/CD, and model monitoring. 5. Collaborate with cross‑functional teams to ensure alignment with product and research goals. **Required Skills:** - Deep learning research experience, especially with language models and/or reinforcement learning. - Proficiency in GPU programming, memory management, and inter‑node communication. - Strong understanding of graph algorithms and distributed training techniques. - Familiarity with Triton, build systems, and continuous integration. - Excellent written and spoken English; collaborative team orientation. **Required Education & Certifications:** - Master’s degree (or higher) in Computer Science, Electrical Engineering, Machine Learning, or related field. - Minimum 6 months experience at a leading ML research center or an equivalent track record (e.g., publication as lead author in NeurIPS, ICLR, ICML). - Demonstrated contribution to a high‑profile LLM training effort or comparable benchmark achievement. ---

Paris, France

Hybrid

14-11-2025