Iconic
Machine Learning Engineer

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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
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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Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour 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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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.
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.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
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


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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
“It took my CV and asked me questions relevant to understanding what kind of jobs to suggest for me. Suggestions were almost perfect. Jobs were exactly what I’ve been looking for.”
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