Machine Learning Engineer - User Behaviour Join to apply for the Machine Learning Engineer - User Behaviour role at Zero One Creative Continue with Google Continue with Google Machine Learning Engineer - User Behaviour 1 week ago Be among the first 25 applicants Join to apply for the Machine Learning Engineer - User Behaviour role at Zero One Creative We're looking for engineers who thrive in building intelligent, user-adaptive systems that operate in real-time environments. You will work on models that understand and anticipate user behaviour, helping drive proactive, low-latency experiences across immersive platforms. Your work enables real-time pre-rendering, hyper-personalization, and seamless interactivity in VR/AR worlds making our system feel like it knows what you need before you ask.

Scroll down to find the complete details of the job offer, including experience required and associated duties and tasks. This role bridges AI, NLP, behavioural modelling, and real-time system design. Responsibilities

Design, develop, and implement machine learning models and algorithms. Build predictive models to anticipate user actions (voice, gaze, gestures) and proactively trigger content generation and pre-rendering. Implement NLP-powered systems to understand and forecast conversational user input in XR contexts. Design personalization algorithms that adapt content and UI to individual user behaviour and preferences. Collaborate with cloud engineers to integrate predictive models with rendering workflows for ultra-low-latency experiences. Continuously improve prediction accuracy using live user session data and feedback loops. Analyse and preprocess large datasets to extract useful features for model training.

Requirements 5+ years experience with user behaviour modelling, natural language processing, and multi-modal interaction data. Proficient in Python, TensorFlow or PyTorch, and NLP frameworks (e.g., HuggingFace Transformers). Familiarity with personalization algorithms, recommendation systems, or reinforcement learning. Experience with cloud platforms such as AWS, Google Cloud, or Azure for deploying machine learning solutions. Solid understanding of algorithms, data structures, and software engineering principles. Excellent problem-solving skills, attention to detail, and a passion for continuous learning in the field of AI and machine learning. Bonus: Experience integrating ML into interactive or XR applications.

What We Value Comfortable navigating ambiguity and working independently. Action-oriented with a practical approach to solving complex problems. Strong ownership mentality and proven delivery on high-impact projects. Clear communicator with strong collaboration skills, especially with technical teams. Experience building from the ground up in fast-moving startup environments. Genuine enthusiasm for accelerating ML research and deployment in creative space.

Bonus Skills (Nice-to-Have) Experience with ML pipelines involving video, image, or 3D data. Familiarity with distributed compute frameworks (e.g., Ray) or orchestration tools (e.g., Flyte). Familiarity with game engines (Unreal or Unity) Knowledge of vector databases and similarity search (e.g., LanceDB). Prior work in AI/ML research settings or startups. Contributions to open-source ML/data infrastructure projects. Experience designing tools directly for researchers or technical users. Seniority level Seniority levelMid-Senior level Employment type Employment typeFull-time Job function Job functionEngineering and Information Technology IndustriesTechnology, Information and Media Referrals increase your chances of interviewing at Zero One Creative by 2x Get notified about new Machine Learning Engineer jobs in London, England, United Kingdom . London, England, United Kingdom 1 week ago London, England, United Kingdom 50,000 - 60,000 1 month ago London, England, United Kingdom 1 month ago London, England, United Kingdom 2 weeks ago London, England, United Kingdom 2 months ago London, England, United Kingdom 9 hours ago Graduate Software Engineer 2025 - RegTech London, England, United Kingdom 2 weeks ago London, England, United Kingdom 1 week ago London, England, United Kingdom 2 weeks ago London, England, United Kingdom 15 hours ago London, England, United Kingdom 2 days ago London, England, United Kingdom 1 month ago London, England, United Kingdom 1 week ago London, England, United Kingdom 1 week ago London, England, United Kingdom 1 day ago London, England, United Kingdom 35,000.00 - 50,000.00 1 month ago London, England, United Kingdom 1 month ago London, England, United Kingdom 1 year ago Software Engineer-Full stack (All Levels) London, England, United Kingdom 1 month ago London, England, United Kingdom 2 days ago London, England, United Kingdom 1 month ago London, England, United Kingdom 1 month ago London, England, United Kingdom 4 months ago London, England, United Kingdom 3 days ago Junior Software Engineer (Integration Team) London, England, United Kingdom 3 hours ago London, England, United Kingdom 7 months ago London, England, United Kingdom 1 week ago Newsroom Front-End Developer (12 Month FTC/Secondment) Isleworth, England, United Kingdom 1 week ago London, England, United Kingdom 1 week ago London, England, United Kingdom 1 week ago London, England, United Kingdom 30,000 - 40,000 1 month ago London, England, United Kingdom 5 months ago London, England, United Kingdom 1 week ago London, England, United Kingdom 1 week ago Were unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.

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