Software Engineer - Models, Agents and AI
November 7, 2023
Description
•Work closely with the senior tech team and subject matter experts to develop models and agents that will leverage our novel framework and help to shape it. •Be self sufficient in acquiring data and using it within our platform. •Work closely with other engineers across the company to advance the infrastructure, agent framework, and platform. •Be an internal expert on the latest developments in the wider AI space, and maintain a pragmatic approach to leveraging the newer technologies. •Clearly communicate findings, and their meaning and impact. •Write clean, maintainable and efficient code •Ensure code quality through TDD and observability practices •Containerised applications using Docker •Participate in Agile XP methodologies like pair programming and code reviews •Utilize GitHub for version control and team collaboration •This is more of an engineering role rather than a data science role
Requirements
•Passionate technologists, bordering on the obsessive, comfortable on the edge. •Strong systems thinker, able to see the bigger picture at different resolutions simultaneously. •Hands-on experience building agents, and leveraging the latest LLM frameworks, and tools ( Langchain, LlamaIndex, MetaGPT, this list is quickly evolving…) •Multi-sector/disciplinary background. Experience in speaking to subject matter experts in diverse fields, understand, and develop models - in a continuous iterative process. •You possess extensive technical proficiency in Python ( 3+ years professionally ) and are comfortable with a range of libraries including Pandas, scikit, NumPy etc. as well as PyTorch/ TensorFlow and, ideally, cloud-based architecture (AWS/GCP/Azure etc.) •You are experienced in building computational models and deploying them into production •Experience in systems simulation, and numerical analysis highly desirable.
Benefits
•Competitive stock options package •Remote-first working policy •Regular company offsites
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