Gen AI Workflow Designer (Brahma)
Gen AI Workflow Designer (Brahma)

Gen AI Workflow Designer (Brahma)

London Full-Time 36000 - 60000 £ / year (est.) No home office possible
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DNEG

At a Glance

  • Tasks: Design and maintain workflows for deploying audiovisual GenAI models using ComfyUI.
  • Company: Join DNEG, a leading visual effects and animation company with a global presence.
  • Benefits: Enjoy a diverse and inclusive work environment with opportunities for growth and collaboration.
  • Why this job: Be at the forefront of AI innovation, working with creative technologists and shaping the future of content creation.
  • Qualifications: Expertise in ComfyUI, Python, JS, and experience in generative AI workflows are essential.
  • Other info: We welcome applicants from all backgrounds and provide support throughout the application process.

The predicted salary is between 36000 - 60000 £ per year.

Description

Position at DNEG Brahma is a pioneering enterprise AI company developing Astras, AI-native products built to help enterprises and creators innovate at scale. Brahma enables teams to break creative bottlenecks, accelerate storytelling, and deliver standout content with speed and efficiency. Part of the DNEG Group, Brahma brings together Hollywood’s leading creative technologists, innovators in AI and Generative AI, and thought leaders in the ethical creation of AI content.Gen AI workflow designers are experts in creating efficient, functional workflows for deploying Audiovisual Generative AI models. With ComfyUI as their primary platform, they stay on the cutting edge of the open and closed source Gen AI landscape – identifying and integrating the latest tools and technologies. They are responsible for developing new workflows, finessing them and keeping existing ones aligned with the state of the art.This team works closely with the broader Gen AI and research groups to create and evaluate workflow templates, finessing them to ensure they maximise the performance of new tools and models. A key part of the role is also experimenting with novel combinations of existing models and techniques within broader workflows. They also support creative and product teams by building templatable workflows tailored to their specific needs, then collaborating with DevOps teams to transition those into scalable, cross-platform solutions.

Key Responsibilities

  • Design and maintain efficient, functional workflows for deploying audiovisual GenAI models, primarily using ComfyUI.
  • Identify, integrate, and update workflows with state-of-the-art tools and technologies.
  • Collaborate with GenAI and research teams to develop, evaluate, and refine workflow templates that maximize model performance.
  • Experiment with novel model and tool combinations to enhance existing workflows and create new ones.
  • Support creative and product teams by building templatable, tailored workflows and working with multi disciplinary teams to transition them into scalable solutions.
  • Work alongside Gen AI pipeline team to maintain and develop our custom ComfyUI environment.
  • Present and evaluate alternative model deployment platforms while contributing to internal platform development.
  • Onboard and train artists from other disciplines in ComfyUI workflow usage.
  • Must Haves

  • Expertise in ComfyUI. As this will initially be the main workflow development platform, the candidate must be very comfortable and experienced creating custom workflows, nodes and pipelines. Developing both in Python and JS.
  • Experience maintaining and deploying custom ComfyUI environments.
  • Proven experience at effectively implementing existing tools and techniques into wider custom pipelines.
  • Quick to understand, evaluate and present other potential model deployment platforms to the team, while assisting in developing in house alternatives.
  • Comfortable setting up testing environments for model inference and training. Must be confident with Conda, git, dependency management, and have enough Python/PyTorch knowledge to adapt code to specific requirements.
  • Experience collaborating with developers.
  • Professional experience testing photoreal generative models, ideally with a focus on video applications.
  • Deep engagement and awareness of the Gen AI communities and offerings, across both open and closed-source spaces.
  • Comfortable onboarding and training artists from other disciplines in ComfyUI usage to expand the wider Gen AI artist group.
  • Nice to Have

  • Prior role in a pipeline or RnD-focused environment.
  • Professional background either as a creative or a developer in a visual field such as VFX, visual arts, or a visually-driven tech company.
  • About Us
    We are DNEG, one of the world’s leading visual effects and animation companies for the creation of award-winning feature film, television, and multiplatform content. We employ more than 9,000 people with worldwide offices and studios across North America (Los Angeles, Montréal, Toronto, Vancouver), Europe (London), Asia (Bangalore, Mohali, Chennai, Mumbai) and Australia (Sydney).

    At DNEG, we fundamentally believe that embracing our differences is a vital component of our collective success. We are committed to creating an equitable, diverse and inclusive work environment for our global teams, where everyone feels they matter and belong. We welcome and encourage applications from all, regardless of background, experience or disability. Please let us know if you need any adjustments or support during the application process, we will do our best to accommodate your needs. We look forward to meeting you!

    Gen AI Workflow Designer (Brahma) employer: DNEG

    DNEG is an exceptional employer, offering a dynamic and inclusive work culture that fosters creativity and innovation in the field of Generative AI. With a commitment to employee growth, DNEG provides opportunities for professional development and collaboration with industry leaders, all while being located in vibrant cities like London. Join us to be part of a pioneering team that values diversity and empowers you to make a meaningful impact in the world of audiovisual content creation.
    DNEG

    Contact Detail:

    DNEG Recruiting Team

    StudySmarter Expert Advice 🤫

    We think this is how you could land Gen AI Workflow Designer (Brahma)

    ✨Tip Number 1

    Familiarise yourself with ComfyUI and its functionalities. Since this role heavily relies on creating custom workflows using this platform, having hands-on experience or even building a few sample projects can really set you apart.

    ✨Tip Number 2

    Engage with the Gen AI community online. Join forums, attend webinars, or participate in discussions to stay updated on the latest tools and techniques. This will not only enhance your knowledge but also show your passion for the field during interviews.

    ✨Tip Number 3

    Prepare to discuss your experience with Python and JS in detail. Be ready to share specific examples of how you've implemented these languages in previous projects, especially in relation to developing workflows or pipelines.

    ✨Tip Number 4

    Think about how you can demonstrate your ability to collaborate with multidisciplinary teams. Have examples ready that showcase your teamwork skills, particularly in creative or technical environments, as this is crucial for the role.

    We think you need these skills to ace Gen AI Workflow Designer (Brahma)

    Expertise in ComfyUI
    Custom Workflow Development
    Python Programming
    JavaScript Programming
    Maintaining Custom ComfyUI Environments
    Pipeline Development
    Model Deployment Platforms Evaluation
    Testing Environments Setup
    Conda Proficiency
    Git Version Control
    Dependency Management
    Python/PyTorch Adaptation
    Collaboration with Developers
    Experience with Photoreal Generative Models
    Knowledge of Gen AI Communities
    Onboarding and Training Artists

    Some tips for your application 🫡

    Tailor Your CV: Make sure your CV highlights your expertise in ComfyUI and your experience with Python and JS. Include specific examples of workflows you've designed or maintained, as well as any relevant projects that showcase your skills in audiovisual Generative AI.

    Craft a Compelling Cover Letter: In your cover letter, express your passion for Generative AI and how your background aligns with the responsibilities outlined in the job description. Mention your familiarity with the latest tools and technologies in the Gen AI landscape and how you can contribute to the team at Brahma.

    Showcase Relevant Experience: When detailing your professional experience, focus on roles where you collaborated with developers or worked in a pipeline or R&D-focused environment. Highlight any testing of photoreal generative models, especially in video applications, to demonstrate your suitability for the role.

    Prepare for Potential Questions: Anticipate questions related to your experience with ComfyUI and your approach to developing efficient workflows. Be ready to discuss how you would experiment with novel model combinations and support creative teams, as these are key aspects of the role.

    How to prepare for a job interview at DNEG

    ✨Showcase Your ComfyUI Expertise

    Make sure to highlight your experience with ComfyUI during the interview. Be prepared to discuss specific workflows you've created, as well as any challenges you've faced and how you overcame them.

    ✨Demonstrate Your Technical Skills

    Since the role requires proficiency in Python and JS, be ready to talk about your coding experience. You might even be asked to solve a coding problem or explain how you've implemented tools into custom pipelines.

    ✨Discuss Collaboration Experience

    Collaboration is key in this role, so share examples of how you've worked with cross-functional teams. Highlight any experiences where you supported creative teams or collaborated with developers to achieve project goals.

    ✨Stay Updated on Gen AI Trends

    Familiarise yourself with the latest trends and tools in the Generative AI landscape. Being able to discuss recent advancements or tools you've experimented with will show your passion and commitment to the field.

    Gen AI Workflow Designer (Brahma)
    DNEG
    Location: London
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