Agent Engineer
Company
Nethermind
Location
APAC
Type
Full Time
Job Description
Are you the one?
Agents will eat the worldโperhaps literally but more likely figuratively. Until then we would like to build the best-in-class systems to augment functions across our company with an eye to spinning out these learnings into a public platform in the future. Do you have the skill to massage silicon intelligence into fruitful work? Are you interested in embracing your creativity and AI's capabilities to create unexpected and powerful interactions? Join us in shaping the future of AI-powered automation.
Nethermind is a Blockchain Research and Software Engineering company. We empower enterprises and developers worldwide to access and build on the decentralized web. Our work touches every part of the blockchain ecosystem - from fundamental cryptography research to application-layer protocol development.
We seek experienced and passionate software engineers with experience in AI/ML to join our growing AI assistant team. Successful candidates will support an end-to-end pipeline of creating agents - including research design development and testing AI tools/agents to automate many functions of our delivery. The successful candidates will embody the entrepreneurial spirit possess self-drive and demonstrate a genuine interest in Artificial Intelligence. If you are passionate about shaping the future of technology and thrive in a fast-paced collaborative environment we invite you to explore this exciting opportunity with us.
Responsibilities :
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Perform R&D in the area of incorporating LLMs across critical company-wide operations
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Quickly prototype architect and implement sophisticated LLM-based solutions from concept to production
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Work and experiment with the latest tools and technologies in AI
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Work with top software engineers and research professionals to solve the toughest technical challenges
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Stay updated with new developments and research in the AI/ML space (LLM in particular)
Skills:
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Excellent programming skills with knowledge of Python preferred
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Deep expertise in software architecture patterns and best practices
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Experience with the development of LLM-based solutions (including but not limited to prompt-engineering frameworks like LangChain or LlamaIndex)
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Research learning and ideating-oriented mindset
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Ability to write clean testable and maintainable code without over-engineering
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Familiarity with tools such as ChatGPT Claude Perplexity and similar tools
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An entrepreneurial nature willing to take ownership and run toward problems
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Proven track record of production grade software delivery
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Analytical and detail-oriented mindset for designing validating and comparing experiment results
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A Deep passion for navigating the dynamic and fast-paced world of AI innovation coupled with a drive to share these advances with others
Nice to have:
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Experience in designing RAG solutions usage of vector databases and incorporating novel techniques like GraphRAG
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Some experience with LLM fine-tuning including model quantization and model self-hosting
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Knowledge of LLM-related security concerns like prompt injection data poisoning etc.
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A fascination with the inner workings of AI systems from neural nets to recommendation algorithms.
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Having activity on GitHub is a significant advantage (please include links to projects or PRs that you have submitted to external projects)
Date Posted
11/18/2024
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