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Senior Machine Learning Engineer

Unkliely AI

Unkliely AI

Software Engineering
London, UK
Posted on Apr 5, 2024
As a Senior Machine Learning Engineer at Unlikely AI, you’ll assist in delivering model prototypes to production. You’ll play a key role in product delivery and designing and implementing new ML features on our platform, which typically includes managing model deployments and ensuring stability. Other projects could include optimising our vector search capabilities.
Unlikely AI is a deep tech startup working to create a world where highly intelligent automated systems enable humanity to flourish and benefit us all. We are pioneering transformative technology aimed at making Artificial Intelligence more accurate, trustworthy and safe. Based in London, the company was founded by William Tunstall-Pedoe, best known for his key role in the creation of Alexa following the acquisition of his first start-up by Amazon in 2012.
Please see our Company Principles to understand the core things we value – in particular, we are looking for exceptional people who are willing to tackle some of the most difficult technical problems there are, in order to create something extraordinary with huge impact.
This role includes:
Deploying, monitoring, optimizing and deep learning models (LLMs)
Designing and implementing deep learning features and optimization for latency and accuracy
Collaboration with teams to communicate complex solutions effectively.
Managing and analysing large datasets while ensuring data integrity.
Requirements:
5+ years of experience as a Machine Learning Engineer with strong expertise in Python, PyTorch, or TensorFlow.
Proficiency in deploying deep learning models, including experience with technologies like Torchserve, Sagemaker, or VertexAI.
Solid understanding of MLOps practices, including containerisation with Docker, and experience working with cloud infrastructure (AWS, GCP, or Azure).
Hands-on experience optimising model deployments for performance, with a focus on latency and throughput
Desirable Skills:
Experience building CI/CD workflow development.
Expertise in fine-tuning models for enhanced performance.
Knowledge of retrieval-augmented generation and vector search optimisation.
Experience with infrastructure-as-code tools like Terraform.
Knowledge of NLP, LLMs, and transformer architecture.
Why Join Us?
Unlikely AI offers the unique chance to work at the forefront of AGI using a neurosymbolic approach. You'll be part of a world-class, collaborative team working on ambitious, innovative projects with the freedom to experiment and make a meaningful impact. The company’s focus on cutting-edge technology offers a unique opportunity to work on the foundational layers of AI and allows for creativity in solving complex problem
Location:
We are currently operating a hybrid scheme with a small office near Holborn tube station available to anyone who wants to work there. We also have occasional team days where everyone meets face to face and days where people work heads down from home, communicating with colleagues using Slack and Zoom.
Compensation:
Compensation will be through salary and generous share options. The company has a tax-efficient EMI share option scheme set up (not available to larger companies) which allows us to provide real exposure to the success of the company without taxes being due when they are paid.
Equal Opportunities:
We are committed to having a truly diverse team where everyone is encouraged to be their authentic selves. We, therefore, do not discriminate in employment based on gender, race, religion, sexual orientation, national origin, political affiliation, disability, age, marital status, medical history, parental status or genetic information. Having a broad mix of people helps us to be the best we can.