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Iconic

Machine Learning Engineer

Iconic London, England, United Kingdom

Computer Games · 11-50 employees

11 h ago
machine-learning Mid (2-5 yrs) Full-time United Kingdom
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About the role

You will build, train, and integrate machine learning models to power real-time interactive experiences and LLM-based applications. You will own projects across the entire ML pipeline, from experimentation to production, while collaborating with creative and engineering teams.

What they look for

Python PyTorch JAX Large language models Machine learning pipeline Model design Model training Model evaluation Real-time interaction LLM integration Performance optimization Latency optimization C++ Unreal Engine Unity Multi-modal models

Requirements

Candidates should have strong Python skills and experience with PyTorch or JAX, along with a solid understanding of large language models. A degree in Computer Science or equivalent industry experience is required, with a focus on end-to-end ML pipeline management.

Benefits

Competitive salary Equity compensation 25 days annual leave Bank holidays Private healthcare

Full description

This is a hybrid role (3 days per week) based out of London.

Iconic Interactive is an AI-native game development and research studio exploring the future of interactive entertainment, digital actors, and intelligent worlds.

We’re looking for an experienced Machine Learning engineer to join our team, focused on building custom, efficient models and integrations to power real-time interaction for the next generation of games and interactive experiences.

As part of a small, focused team, you'll have significant autonomy and end-to-end ownership over design and implementation. You’ll work closely with artists, writers and designers as well as the rest of the engineering team to build systems that actually translate into creative & fun games.

What You’ll Do:

  • Build, train and integrate ML models for real-time interactive experiences
  • Develop systems and applications powered by LLMs
  • Own projects across the ML pipeline, from experimentation through to production
  • Optimise models for performance, latency and efficiency
  • Work with engineering and creative teams to turn ML capabilities into compelling experiences

What We’re Looking For:

  • Strong knowledge of Python
  • Experience writing models in PyTorch or JAX
  • A good understanding of how large language models work
  • Comfortable working along the whole ML pipeline: from data preparation to model design, training and evaluation, and shipping in products
  • Degree in Computer Science or a related field, or equivalent industry or personal experience (show us your personal projects!)

Nice to Have:

  • Experience building agent harnesses or user-facing systems based on LLMs
  • Experience shipping machine learning models on consumer devices or edge compute
  • Experience optimising, quantising or writing kernels for LLMs
  • Knowledge of C/C++, or experience with Unreal Engine, Unity or similar game engines
  • Experience with managing ML environments and hardware
  • Experience working with audio models or other multi-modal models.
  • An appreciation for game design and development principles

The ideal candidate is unlikely to have all the above, so if you have any, we would love to hear from you.

Why Join Us

Be a foundational member of a team innovating at the intersection of AI, games, art and storytelling. You’ll help shape the technical foundations of a company building toward something genuinely new.

What We Offer

  • Competitive salary and equity compensation
  • 25 days annual leave + bank holidays
  • Private healthcare
  • London-based hybrid working
  • Inclusive & friendly company culture with socials and game breaks

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