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Faculty

Principal Machine Learning Engineer

London
Posted about 22 hours ago
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Why Faculty?

We established Faculty in 2014 because we thought that AI would be the most important technology of our time. Since then, we’ve worked with over 350 global customers to transform their performance through human-centric AI. You can read about our real-world impact here.

We don’t chase hype cycles. We innovate, build and deploy responsible AI which moves the needle - and we know a thing or two about doing it well. We bring an unparalleled depth of technical, product and delivery expertise to our clients who span government, finance, retail, energy, life sciences and defence.

Our business, and reputation, is growing fast and we’re always on the lookout for individuals who share our intellectual curiosity and desire to build a positive legacy through technology.

AI is an epoch-defining technology, join a company where you’ll be empowered to envision its most powerful applications, and to make them happen.

About the team

Our Defence team is focused on building and embedding human-centered AI solutions which give our nation a competitive edge in the defence sector. We collaborate with our clients to bring ethical, reliable and cutting-edge AI to high-stakes situations and maintain the balance of global powers essential to our liberty.

Because of the nature of the work we do with our Defence clients, you will need to be eligible for UK Security Clearance (SC) and willing to work between 2 to 4 days per week on-site with these customers which may require travel to locations throughout the UK.

When not required on client sites, you’ll have the flexibility to work from our London office or remotely from elsewhere within the UK.

About the role

As a Principal Machine Learning Engineer at Faculty, you will serve as a technical authority driving innovation, setting architectural direction, and steering our flagship systems. You will solve complex problems that span multiple projects and business units, acting as a trusted expert to both internal teams and external clients. In this high-impact role, you will shape software architectures, ensure systems scale seamlessly within broader frameworks, and leverage your deep expertise to help define company strategy while mentoring and fostering the growth of the engineering team.

Reasons to use Rodeo

I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?

Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.

Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.

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Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.

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Graduate Consultant — 2026 Scheme

PwC·London, UK
£35,000/yr

Why you're a good match

Strong

Your economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.

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It searches the market for you

Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.

Why you're a good match

You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.

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Strong

Experience fit

Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.

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What you'll be doing:

  • Steering technical direction on flagship machine learning and advanced data science projects across the organisation.
  • Designing scalable, complex systems that integrate smoothly with existing software and enterprise architectures.
  • Defining robust functional and non-functional requirements alongside the software architecture for large-scale platforms.
  • Solving high-level, cross-project technical challenges that span multiple business units and client ecosystems.
  • Providing authoritative, expert advice on major strategic initiatives to guide teams and senior stakeholders.
  • Contributing directly to company strategy by identifying and leveraging emerging technologies and innovative practices.

Who we're looking for:

  • You possess deep technical authority in machine learning, statistics, and advanced data science methodologies and have a specific focus on the Defence domain.
  • You have a proven track record of designing large, complex, and scalable systems that fit organisational frameworks.
  • You demonstrate strong architectural leadership, with experience defining both functional and non-functional software requirements.
  • You are a respected peer and collaborative problem solver capable of delivering expert guidance across multiple initiatives.
  • You are an experienced technical leader who enjoys the challenge of guiding teams and turning real-world problems into architecting system architectures with minimal oversight.
  • You thrive when setting strategic technical direction and influencing high-impact engineering projects.
  • You bring an entrepreneurial mindset and a passion for fostering team growth and pushing technological boundaries.

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The Interview Process

  • Talent Team Screen (30 minutes)
  • Introduction to the role (45 minutes)
  • Pair Programming Interview (90 minutes)
  • System Design Interview (90 minutes)
  • Commercial & Leadership Interview (60 minutes)

Our Recruitment Ethos

We aim to grow the best team - not the most similar one. We know that diversity of individuals fosters diversity of thought, and that strengthens our principle of seeking truth. And we know from experience that diverse teams deliver better work, relevant to the world in which we live. We’re united by a deep intellectual curiosity and desire to use our abilities for measurable positive impact. We strongly encourage applications from people of all backgrounds, ethnicities, genders, religions and sexual orientations.

Some of our standout benefits:

  • Unlimited Annual Leave Policy
  • Private healthcare and dental
  • Enhanced parental leave
  • Family-Friendly Flexibility & Flexible working
  • Sanctus Coaching
  • Hybrid Working

If you don’t feel you meet all the requirements, but are excited by the role and know you bring some key strengths, please don't hesitate in applying as you might be right for this role, or other roles. We are open to conversations about part-time hours.

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Skills

Machine learning
Statistics
Advanced data science
Software architecture
System design
Technical leadership
Mentoring
Strategic planning
Defence domain expertise
Scalable systems
Data science methodologies
Stakeholder management
Enterprise architecture
Problem solving
Communication

Location

London, England, United Kingdom

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