Machine Learning Engineering Manager (AI)

TL;DR

Machine Learning Engineering Manager (AI): Leading a team of research scientists and engineers to build production-ready evaluation systems for AI-powered design features with an accent on visual quality assessment and aesthetic modeling. Focus on designing robust evaluation infrastructure, scaling generative models, and bridging the gap between automated metrics and human preference.

Location: Must be based in or able to work from the London office (Hybrid)

Company

hirify.global is a global visual communication platform redefining how the world experiences design.

What you will do

• Coach and mentor a high-performing team of Machine Learning Engineers and Research Scientists.
• Design, build, and maintain robust evaluation infrastructure, including safety monitoring and red-teaming.
• Develop automated metrics to predict human aesthetic judgment for visual hierarchy, layout, and typography.
• Set technical strategy for model deployment and production reliability.
• Partner cross-functionally to translate ML capabilities into measurable product impact.
• Advise on human evaluation pipelines to close the loop between user signals and model improvements.

Requirements

• Proven track record of leading machine learning engineering teams and delivering production systems.
• Expert knowledge in deploying and scaling generative models like Diffusion, GANs, VAEs, or LLMs.
• Strong systems design skills with experience in MLOps, model serving, and production reliability.
• Experience building ML infrastructure, evaluation pipelines, and monitoring systems at scale.
• Understanding of design principles such as color theory, balance, and typography.
• Must be eligible to work in the UK.

Culture & Benefits

• Equity packages to share in company success.
• Inclusive parental leave policy.
• Annual Vibe & Thrive allowance for wellbeing and home office setup.
• Flexible leave options to support personal recharge and social connection.
• Access to a vibrant campus environment with on-site catering.