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Head of machine learning

Caerphilly
DNEG
Posted: 30 August
Offer description

At Brahma, we are building the future of AI-powered creative experiences. Our team of engineers, researchers, and creative technologists is developing an operating system for ethical digital storytelling. We combine award-winning visual effects expertise with cutting-edge generative AI to create tools that empower enterprises and creators to produce high-quality content at scale.

Job Description / Key Purpose of the Job:

The Head of Machine Learning will lead research and development efforts in generative models, focusing on multimodal generation, especially video, audio, and language models. This strategic leadership role requires both hands-on experience with generative models and the ability to guide teams toward innovative results. Responsibilities include designing ML architectures, managing a technical team, and translating research into production, including multimodal inputs—visual, auditory, and textual—to enable rich, controllable outputs for creative workflows.

Key Responsibilities / Job Duties

Research & Development Leadership

* Define and execute the strategic roadmap for generative ML research aligned with company objectives.
* Lead initiatives in multimodal generative models (video, audio, language) and temporal consistency techniques.
* Design and optimize training pipelines for large-scale generative models.
* Drive innovation in ML architectures, evaluation, and performance optimization.
* Balance scientific experimentation with practical business outcomes.

Team Building & Development

* Build, lead, and mentor a diverse, high-performing ML team.
* Establish performance metrics, career development paths, and growth opportunities.
* Foster a collaborative culture encouraging knowledge sharing and continuous learning.
* Recruit and retain top ML talent through effective leadership and engaging challenges.

Cross-Functional Collaboration

* Partner with product, engineering, and creative teams to integrate ML innovations into systems.
* Translate complex ML concepts for non-technical stakeholders.
* Balance research ambitions with business needs and timelines.

Technical Strategy & Vision

* Contribute to the company's overall technical and product strategy.
* Evaluate emerging technologies for adoption.
* Establish standards and best practices for ML development.
* Engage with the external research community via publications and collaborations.

Job Requirements / Must Haves

* Exceptional leadership, mentorship, and communication skills.
* Proven experience leading ML R&D teams or projects.
* Advanced degree in Computer Science, AI, or related fields.
* Extensive experience with deep learning frameworks (TensorFlow, PyTorch) and Python.
* Deep understanding of AI ethics, fairness, and interpretability.
* Strategic thinker with a compelling vision.

Additional Skills / Nice To Have

* PhD or a strong research portfolio with publications and patents.
* Experience deploying large-scale ML models in production.
* Familiarity with cloud platforms and MLOps practices.
* Proficiency in additional languages like C++.
* Ability to lead high-performing distributed teams with a clear vision.

About You

* Visionary with a passion for advancing AI.
* Collaborative and adaptable.
* Resilient in a fast-paced environment.
* Curious and committed to learning.
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