Lead Machine Learning Engineer

4 weeks ago

London, Greater London, United Kingdom Faculty Full time
About Faculty

Faculty is a leading applied AI company that transforms organisational performance through safe, impactful and human-led AI. We were founded in 2014 with our Fellowship programme, training academics to become commercial data scientists.

About the Role

This role is situated within our Applied AI consultancy, serving clients in our Government & Public Services business unit working on projects across a wide range of areas including National Security, Education, Public Services and the NHS.

Key Responsibilities
  • Designing, building, and deploying production-grade software, infrastructure, and MLOps systems
  • Offering leadership and mentorship to more junior engineers on the team
  • Providing technical expertise to our customers
Requirements
  • Understanding of and interest in the full machine learning lifecycle, including deploying trained machine learning models developed using common frameworks such as Scikit-learn, TensorFlow, or PyTorch
  • Understanding of the core concepts of probability and statistics and familiarity with common supervised and unsupervised learning techniques
  • Experience in Software Engineering including programming in Python
  • Proven experience with cloud architecture, security, deployment, and open-source tools on at least one major cloud platform, preferably AWS
  • Demonstrable experience with containers and specifically Docker and Kubernetes
What We're Looking For

We're looking for individuals who can support our values, foster our culture, and deliver for our organisation. If you're the right candidate for us, you probably:

  • Think scientifically, even if you're not a scientist - you test assumptions, seek evidence and are always looking for opportunities to improve the way we do things.
  • Love finding new ways to solve old problems - when it comes to your work and professional development, you don't believe in 'good enough'. You always seek new ways to solve old challenges.
What We Can Offer You

The Faculty team is diverse and distinctive, and we all come from different personal, professional and organisational backgrounds. We all have one thing in common: we are driven by a deep intellectual curiosity that powers us forward each day.

Faculty is the professional challenge of a lifetime. You'll be surrounded by an impressive group of brilliant minds working to achieve our collective goals. Our consultants, product developers, business development specialists, operations professionals and more all bring something unique to Faculty, and you'll learn something new from everyone you meet.

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