Staff ML Engineer - Diffusion Models & Production ML (Hybrid)

Enigma; Greater London; Hybrid; GBP 120,000 - 190,000; Full time

Benefits offered by this job

Pension contributions

Hybrid working arrangements

International travel

Generous annual leave

Job summary

Enigma in London is seeking a Member of Technical Staff with deep expertise in generative machine learning to bridge research and production. You will work with ML researchers, software engineers and domain specialists to deploy and optimise cutting-edge generative models for real-world scientific and industrial applications.

This hybrid role combines hands-on model development, API deployment and customer-facing delivery, with emphasis on scalable performance and measurable impact.

Qualifications

• Strong background in machine learning, with significant experience in generative modelling.
• Contributions through impactful research publications, widely adopted open-source software, or production ML systems.
• Deep understanding of generative model architectures, training methodologies and inference behaviour.

Responsibilities

• Develop an in-depth understanding of the company's generative models, including capabilities and limitations.
• Collaborate with researchers and engineers within a shared codebase while maintaining high engineering standards.
• Deploy, integrate and serve models within customer production environments.
• Adapt and fine-tune models to meet customer-specific requirements.
• Build ML data pipelines supporting inference, evaluation and feedback workflows.
• Ensure deployments meet security, performance and reliability requirements.
• Work closely with customers to understand technical requirements and deliver solutions.
• Act as a trusted technical advisor throughout customer engagements.
• Support customers in applying AI models to domain-specific use cases and incorporate learnings into future model improvements.
• Gather customer feedback and communicate insights to research, product and engineering teams.
• Produce technical documentation, implementation guides and best practices.
• Travel to customer sites when required.

Skills

Generative modelling

Production ML systems

ML software engineering

Customer engagement

Tools

APIs

Cloud infrastructure

Distributed training

Job description

Enigma in London is seeking a Member of Technical Staff with deep expertise in generative machine learning to bridge research and production. You will work with ML researchers, software engineers and domain specialists to deploy and optimise cutting-edge generative models for real-world scientific and industrial applications.

This hybrid role combines hands-on model development, API deployment and customer-facing delivery, with emphasis on scalable performance and measurable impact.