Ai Software Engineer, End-to-End Machine Learning Engineer, Rag And Llm

Summary

Join Pathway, a VC-funded AI infrastructure provider, as an ML/AI Engineer. You will design and build end-to-end ML pipelines, work with enterprise data (often live streams), and contribute to our developer frameworks used by thousands. This role requires a strong software engineering background, expertise in Python, and experience with model monitoring and CI/CD. Successful candidates will have a 4+ year university degree in Computer Science with A-grades in relevant courses and hands-on ML/Data Science experience. We offer a competitive salary, employee stock options, potential bonuses, remote work, and the opportunity to work in a stimulating environment.

Requirements

• Be a graduate of a 4+-year university degree in Computer Science, where you have received A-grades in both foundational courses (Algorithms, Computational Complexity, Graph Theory,...) and Machine Learning courses
• Be passionate about delivering high-quality code and solutions that work
• Be good with data & engineering innovation in practice - you know how to put things together so that they don't blow up
• Have experience at hands-on Machine Learning / Data Science work in the Python stack (notebooks, etc.)
• Have experience with model monitoring, git, build systems, and CI/CD
• Be respectful of others
• Be curious of new technology - an avid reader of HN, arXiv feeds, AI digests,
• Be fluent in English

Responsibilities

• Help design experimental end-to-end ML/AI pipelines
• Contribute to addressing new use cases, beyond state of the art
• Improve/adapt AI pipelines for production, working directly with client data (often live data streams)
• Invent ways to pre-process data sources and perform tweaks (reranking, model parameter configuration...) for optimal performance of AI pipelines
• Design benchmark tasks and perform experiments
• Build unit tests and implement model monitoring
• Contribute high-quality production code to our developer frameworks, used by thousands of developers
• Help to pre-process data sets for LLM training

Preferred Qualifications

• Have a successful track-record in algorithms (ICPC / IOI), data science contests (Kaggle), or a HuggingFace leaderboard
• Show a code portfolio
• Have a PhD in Computer Science
• Have authored a paper at a major Machine Learning conference
• Like playing/tinkering with new tools in the LLM stack
• Already be a part of the Pathway community, or have been recognized for your work in one of our bootcamps

Benefits

• Competitive base salary (80th to 99th percentile) based on profile and location
• Employee Stock Option Plan
• Possible bonuses if working on client projects
• Remote work
• Possibility to work or meet with other team members in one of our offices: Paris, France, or Wroclaw, Poland
• Possibility to visit our Menlo Park, CA headquarters for several months