R&D AI Software Engineer / End-to-End Machine Learning Engineer - RAG and LLM
P
PathwayAI Startup
EU, UK, US, CanadaFull-TimeMiddle
SalaryAt least 72000 EUR per year
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Job Details
- Languages
- English
- Required Skills
- PythonGitCI/CDLLM
Requirements
- Graduate of a 4+-year university degree in Computer Science
- A-grades in 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
- Experienced at hands-on Machine Learning / Data Science work in the Python stack (notebooks, etc.)
- Experienced with model monitoring
- Experienced with git
- Experienced with build systems
- Experienced with CI/CD
- 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 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
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