About the job
Join Pathway: Pioneering AI Innovation
At Pathway, we are revolutionizing artificial intelligence with our groundbreaking post-transformer model that mirrors human thought processes. Our innovative architecture surpasses traditional Transformer models, offering enterprises unparalleled insights into model functionality.
By integrating our foundational model with the fastest data processing engine available, we empower organizations to transcend mere incremental improvements and achieve truly contextualized, experience-driven intelligence. Our esteemed clientele includes NATO, La Poste, and elite Formula 1 racing teams.
Pathway is co-founded by Zuzanna Stamirowska, a complexity scientist, supported by a team of AI visionaries, including CTO Jan Chorowski, who pioneered the application of Attention in speech, and CSO Adrian Kosowski, a distinguished computer scientist and quantum physicist.
Backed by leading investors and experts, including Lukasz Kaiser, co-author of the Transformer and key contributor to OpenAI’s reasoning models, Pathway is headquartered in Palo Alto, California.
The Role
We are seeking two talented ML/AI Engineers with robust software engineering skills to prototype, evaluate, enhance, and deploy end-to-end Machine Learning projects using enterprise data. For project inspiration, explore our AI pipelines templates.
If you’re excited about developing a hybrid Vector/Graph index that outperforms existing benchmarks, delivering effective AI solutions to critical industries, or optimizing datasets to enhance LLM accuracy, this opportunity is for you!
Your Responsibilities
- Design experimental end-to-end ML/AI pipelines
- Address new use cases that push beyond current standards
- Enhance AI pipelines for production, utilizing client data (often live streams)
- Innovate preprocessing techniques and adjustments (reranking, parameter tuning) for optimal AI pipeline performance
- Create benchmark tasks and conduct experiments
- Develop unit tests and implement model monitoring
- Contribute high-quality production code to our developer frameworks, utilized by thousands
- Assist in preprocessing datasets for LLM training.
Your contributions will be pivotal in shaping the future of AI.
