Staff ML Engineer: Diffusion Models & Flow Matching (Hybrid)

Enigma; Greater London; Hybrid; GBP 90,000 - 130,000; Full time

Benefits offered by this job

Pension contributions

Generous annual leave

Hybrid working arrangements

Opportunities for international travel

Collaborative environment focused on技術

Job summary

Enigma, a London-based AI research company, is seeking a Member of Technical Staff with deep expertise in generative machine learning to bridge cutting-edge models and real-world applications.

You will join a cross-disciplinary team of researchers, engineers and domain specialists, deploying, adapting and optimizing diffusion models (flow matching) for production systems with measurable customer impact. Hybrid work arrangements are available.

Qualifications

• Strong background in machine learning, with significant experience in generative modelling.
• Demonstrated 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 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 guidelines and best practices.
• Travel to customer sites when required.

Skills

Machine Learning

Generative modelling

Diffusion models

Flow matching

Python

Tools

PyTorch

Job description

Enigma, a London-based AI research company, is seeking a Member of Technical Staff with deep expertise in generative machine learning to bridge cutting-edge models and real-world applications.

You will join a cross-disciplinary team of researchers, engineers and domain specialists, deploying, adapting and optimizing diffusion models (flow matching) for production systems with measurable customer impact. Hybrid work arrangements are available.