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Machine Learning Engineer

AI / ML Engineer

EUR (€)TBC

  • Job ID #1185018
  • Posted: 26th Jul 2024 by Nethermind

View all Nethermind jobs

Summary

Company Information

We are a team of builders and researchers on a mission to empower enterprises and developers worldwide to access and build on decentralized systems.

Our expertise covers several domains: Ethereum and Starknet protocol engineering, layer-2, cryptography research, protocol research, decentralized finance (DeFi), security auditing, formal verification, real-time monitoring, smart contract development, and dapps and enterprise engineering.

Working to solve some of the most challenging problems in the blockchain space, we frequently collaborate with, such as Ethereum Foundation, Starknet Foundation, Gnosis Chain, Flashbots, Forta Protocol, Lido, EigenLayer, Open Zeppelin, RISCZero, Aleph Zero, and many more.

Today, we are a 350+ strong team working remotely across 66+ countries.

Role Information

If you've envisioned yourself at the forefront of AI and Web3 innovation, then Nethermind offers the perfect opportunity to transform that vision into reality.

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 are currently seeking talented and passionate Engineers with experience in AI/ML to join our growing AI Assistants team. Successful candidates will research, design, develop, train and test 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. Join us as we redefine possibilities and unlock the full potential of AI.

Responsibilities:

Perform R&D in the area of incorporating LLMs into various company-wide tasks

Prototyping, designing and development of LLM-based solutions

Working and experimenting with the latest tools and technologies in the AI area

Opportunity to work with the top software engineers and research professionals to solve the toughest technical challenges

Stay updated with new developments and research in the AI/ML space (LLM in particular)

Skills:

Excellent programming skills, no preferred language but knowledge of those popular for AI/ML will be beneficial (eg. Python)

Understanding of good software architecture and engineering process

Ability to write clean, testable, and maintainable code without over-engineering

Research, learning and ideating-oriented mindset

Familiarity with tools such as ChatGPT, Claude, Perplexity and similar tools

An entrepreneurial nature, willing to take ownership and run toward problems

Several years of experience in software development and a strong Computer Science background

Analytical and detail-oriented mindset for designing, validating and comparing experiment results

Nice to have:

Experience with development of LLM-based solutions

ML/Data science experience, especially in the field of NLP

Prompt-engineering skills

Experience with vector embeddings and using vector databases

Experience with LLM fine-tuning, including model quantization

Experience with LangChain, SemanticKernel or similar

Experience with local running open-source LLM models like Llama2 or Mistral

Experience in design RAG solutions

Knowledge of LLM-related security concerns like prompt injection, training data poisoning etc.

A fascination with the inner working of LLM, GPT and similar models

Knowledge of LLM internals and architecture

Familiarity with any of the topics like: zero-knowledge systems, blockchain, cryptography or mathematical background

Having activity on GitHub is a significant advantage (please include links to projects or PRs that you have submitted to external projects)

Overview

  • Position TypePermanent Position
  • Working EnvironmentRemote Only
  • Posted 26th Jul 2024 by Nethermind

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