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Pathway · 1 month ago

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

United States

Full-time

Remote

Mid, Senior Level

Pathway is an innovative company revolutionizing artificial intelligence with their post-transformer model. They are looking for ML/AI Engineers to design and improve end-to-end Machine Learning projects, working directly with client data and contributing to high-quality production code.

Artificial Intelligence (AI)

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 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

Qualification

Machine LearningPythonData ProcessingModel MonitoringCI/CDAlgorithmsGraph TheoryHigh-quality CodeEnglish Fluency

Required

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