Staff ML Engineer - Diffusion Models (Hybrid, London)

Enigma; Greater London; Hybrid; GBP 120,000 - 180,000; Full time

Benefits offered by this job

Pension contributions

Annual leave and family-friendly pol.

Hybrid working arrangements

International travel opportunities

Collaborative environment focused on技

Job summary

Enigma is seeking a Member of Technical Staff in London to advance diffusion models and flow matching. You will bridge research and production, applying state-of-the-art generative ML to real-world scientific and industrial challenges and helping deploy, adapt and optimize models for customers.

This hybrid role combines deep technical work with customer delivery. You will deploy models via APIs and cloud infrastructure, collaborate with ML researchers and engineers, and communicate complex

Qualifications

• Strong background in machine learning with significant experience in generative modelling.
• Contributions through publications, 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 their 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 ML

Python

PyTorch

Machine Learning

Diffusion Models

Flow Matching

Tools

APIs

Cloud infrastructure

Job description

Enigma is seeking a Member of Technical Staff in London to advance diffusion models and flow matching. You will bridge research and production, applying state-of-the-art generative ML to real-world scientific and industrial challenges and helping deploy, adapt and optimize models for customers.

This hybrid role combines deep technical work with customer delivery. You will deploy models via APIs and cloud infrastructure, collaborate with ML researchers and engineers, and communicate complex