pathway.com - The smartest way to build Data Products

R&D AI Software Engineer, End-to-End Machine Learning Engineer, RAG and LLM

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 11-50H1B SponsorCompany Site LinkedIn

Location

California

Posted

120 days ago

Salary

$75K - $78K / year

Bachelor Degree2 yrs expEnglishPython

Job Description

• 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 paramater 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.

Job Requirements

Cover letter
It's always a pleasure to say hi! If you could leave us 2-3 lines, we'd really appreciate that.
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.
Passionate about delivering high-quality code and solutions that work.
Good with data & engineering innovation in practice - you know how to put things together so that they don't blow up.
Experienced at hands-on Machine Learning / Data Science work in the Python stack (notebooks, etc.).
Experienced with model monitoring, git, build systems, and CI/CD.
Respectful of others.
Curious of new technology - an avid reader of HN, arXiv feeds, AI digests, ...
Fluent in English.
Bonus Points
Successful track-record in algorithms (ICPC / IOI), data science contests (Kaggle), or a HuggingFace leaderboard.
Showing a code portfolio.
PhD in Computer Science.
Authoring a paper at major Machine Learning conference.
You like playing/tinkering with new tools in the LLM stack.
You are already a part of the Pathway community, or have been recognized for your work in one of our bootcamps.

Benefits

Type of contract: Full-time, permanent
Preferable joining date: January 2025. The positions are open until filled – please apply immediately.
Compensation: competitive base salary (80th to 99th percentile) based on profile and location + Employee Stock Option Plan + possible bonuses if working on client projects. The stated lower band of EUR 72k/ USD 75k for the salary base concerns senior candidates; mid-senior or mid candidates may be considered with adapted salary bands.
Location: Remote work. Possibility to work or meet with other team members in one of our offices: Palo Alto, CA; Paris, France or Wroclaw, Poland. As a general rule, permanent residence will be required in the EU, UK, US, or Canada. (Note for candidates based in India: We are proud to be part of the current Inter-IIT as well as a partner of ICPC India. Top IIT/IIIT graduates are more than welcome to apply regardless of current location.)
If you meet our broad requirements but are missing some experience, don’t hesitate to reach out to us.