AI Creative Technologist

Workman Labs; Greater London; Hybrid; GBP 120,000 - 150,000; Full time

Job summary

Workman Labs in London, United Kingdom, seeks a Senior R&D professional to prototype interactive experiences using generative AI and modern UI principles. You will collaborate with Apple engineers to transform prototypes into production-ready solutions.

The role emphasizes hands-on model fine-tuning, rapid prototyping, and delivering hi-fidelity experiences across web and native Apple platforms. A strong portfolio and advanced ML tooling experience are highly valued.

Qualifications

• At least 7 years in a creative tech / R&D environment implementing emerging technologies.
• Proficiency in Python and familiarity with ML tooling such as PyTorch or TensorFlow.
• Hands-on experience fine-tuning, debugging, and optimizing model performance through experimentation.
• Proven ability to create hi-fidelity interactive prototypes and think through complex interaction design.
• Portfolio spanning web and native Apple platform development with generative AI projects (preferred).
• Degree in Design, Human-Computer Interaction, Computer Science, or related field (preferred).

Responsibilities

• Develop prototypes of interactive product experiences using a deep understanding of generative AI and UI principles.
• Distill complex concepts of nascent technologies into simple, useful product experiences.
• Write software for internal tools and define processes across web, native, and generative AI platforms.
• Conduct open-ended research: design experiments with LLMs, diffusion models, and agents; write reusable code, run evaluations, organize results.
• Create documentation, technical specifications, best-practice guides, and presentations for technical and non-technical stakeholders.
• Collaborate with engineering teams across Apple to transform prototypes into production-ready solutions.

Skills

Python

PyTorch

TensorFlow

Prototyping

Interaction design

Collaboration

Education

Design, HCI, CS degree

Job description

R&D role in Marcom's Creative Technology Group, prototyping interactive experiences with generative AI LLMs, diffusion models, and agents and partnering with Apple engineering teams to turn prototypes into production solutions.

Location

London, United Kingdom

Seniority

Senior

Compared with 28 other Product roles: Common across similar roles Unique to this role

What you'll do

Responsibilities

• Develop prototypes of interactive product experiences using a deep understanding of generative AI and user interface principles
• Distill complex, ambiguous concepts of nascent technologies into simple, useful product experiences
• Write software for internal tools and define processes across web, native, and generative AI platforms
• Conduct open-ended research: design experiments with LLMs, diffusion models, and agents; write reusable code, run evaluations, organize results
• Create documentation, technical specifications, best-practice guides, and presentations for technical and non-technical stakeholders
• Collaborate with engineering teams across Apple to transform prototypes into production-ready solutions

What you'll need

Experience

• At least 7 years of experience in a creative tech / R&D environment implementing emerging technologies
• Proficiency in Python and familiarity with ML tooling such as PyTorch or TensorFlow Unique
• Hands-on experience fine-tuning, debugging, and optimizing model performance through experimentation
• Proven ability to create hi-fidelity interactive prototypes and think through complex interaction design
• Preferred: portfolio spanning web and native Apple platform development with generative AI projects
• Preferred: degree in Design, Human-Computer Interaction, Computer Science, or a related field