Machine Learning Engineer

3 weeks ago

United Kingdom Eigent AI Full time

Eigent AI is a research-driven startup aiming to construct and maintain a multi-agent ecosystem simulating the conventional cross-functional, labour-intensive workflows for professional projects and beyond. Our prior work includes CAMEL-AI.org, which is the earliest large language model-based multi-agent system for real-world task solving.

At Eigent AI, we are a collaborative team and a supportive community that values openness, honesty, and respect. We want to build meaningful solutions that tackle the immediate problems of our customers. As a Machine Learning Engineer , you will hold a key role within our team. You will design, develop, and deploy machine learning/deep learning models to solve complex problems across various domains. The engineer's role extends beyond model creation to integrating these models into our production systems and optimizing their performance, emphasizing the practical application of machine learning solutions, with the collaboration with cross-functional teams. Advance our Autonomous AI Agent development, including designing, developing, and augmenting agents with machine learning/deep learning algorithms, LLMs and other models
● Track and investigate the latest machine learning ideas and concepts, rapidly prototype and experiment with new findings in the field, evaluate the feasibility and performance of various AI algorithms and models, iterating based on results to produce timely outcomes
● Collaborate effectively with cross-functional teams, including software engineers, data scientists, and product managers, to deliver machine learning additions to Eigent AI’s products
● Document your work thoroughly, including the algorithms employed, details of experiments conducted, and the results obtained, and proactively engage with the team to discuss your findings and ensure the alignment of your work with project objectives and outcomes
● Participate in Agile development workflow
● 3+ years of hands-on experience in machine learning engineering
● Comfortable with experimentation and rapid prototyping of proofs-of-concepts in the field, and willing to explore innovative machine-learning solutions and iterate quickly
● Solid mathematical background in statistics, linear algebra, and calculus, a good understanding of deep learning architectures, natural language processing models, and reinforcement learning algorithms
● Sound knowledge and demonstrable experience of great practices in Python (e.g. linting, auto-formatting, static analysis, etc.), Proficiency with testing methodologies (unit, integration, end-to-end), as well as familiarity with Continuous Integration/Continuous Deployment (CI/CD) practices
● Previous experience in working with open-source Large Language Models (LLMs) and fine-tuning is a plus
● Previous experience with system languages like Golang, C/C++, Rust is a plus
● A proactive and optimistic attitude, a strong sense of responsibility, great project management & organizational skills, attention to detail in work, and excellent cross-functional communication & collaboration skills
● Competitive salary, generous employee stock option scheme, and other benefits
● Your decision and performance weighs heavily on the future of the company
● Being a core part of a pioneering technology project that has a profound social impact
● A transparent, empathetic, diverse, and collaborative work culture that promotes development and growth
● 28 days paid holiday + bank holiday
● A hybrid work environment (In office 3 days a week) in London’s leading tech hub King’s Cross

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