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About the Role

This role is central to building a serious, production-grade AI tooling capability as the generative AI space accelerates. You will own the deployment, operation, and development of our AI/ML tooling infrastructure, sitting at the intersection of cloud infrastructure, ML tooling, and VFX pipeline.

Responsibilities

• Provision and manage multi-GPU Ubuntu instances on AWS for AI/ML workloads
• Deploy and maintain services via systemd; manage cron jobs and scheduled tasks
• Bash scripting, environment management, dependency isolation
• Basic networking, reverse proxy configuration (nginx), port and access management
• Deploy and maintain ComfyUI as a shared studio service; develop and manage custom nodes
• Multi-GPU load balancing across concurrent artist users
• Build and deploy Gradio applications as production-grade internal tools
• Manage diffusion model workflows across image, video and 3D domains
• HuggingFace model management including gated model access
• LoRA training and model fine-tuning for studio-specific use cases
• Python scripting for pipeline automation and tooling integration
• REST API development and integration (Flask / FastAPI / Gradio)
• Git-based version control and workflow management
• Understand VFX production context: Nuke, EXR, colour pipelines
• Develop and maintain AI tooling for VFX-specific use cases: roto, upscaling, comp integration
• Monitor and maintain GPU utilisation across concurrent production users
• Document services and own the onboarding experience for non-technical studio users
• Continuously evaluate and integrate new open-source models and tools relevant to VFX production

Requirements

• Significant experience working in a core Technology team
• In-depth knowledge of editorial, post production and VFX workflows
• Knowledge of Render Farms and Render Management Software (Deadline in particular)
• Worked with shared storage solutions and are confident handling critical and sensitive company data
• Knowledge of a range of operating systems including Linux, OSX and Windows
• Proficient in Python and Bash scripting
• Comfortable spinning up multi-GPU Ubuntu instances on AWS, building ComfyUI workflows with custom nodes, and handing off polished tools to artists who don’t know what a conda environment is.
• Understand enough about the production context to make decisions about what gets built, how it gets deployed, and what the artist experience should look like.
• Highly motivated problem solving individual
• Thrive in leading a close knit team to find solutions to complex Technology challenges
• Have great ideas and the skills to bring the best ideas from the wider team
• Experience ensures that their implementation is done in the most comprehensive way.

Skills

• AWS
• Linux
• Bash scripting
• ComfyUI
• Gradio
• HuggingFace
• Python
• Git
• Nuke
• EXR
• Flask
• FastAPI
• nginx
• systemd
• cron jobs
• REST API
• Cloud technology
• Deployment technologies
• Orchestration technologies

Location

• Remote

Work Type

• Full-time

Experience Level

• Mid-level
• Senior

Benefits

• Ongoing development support
• Personal progression plan

About the Company

• Untold Studios is a creative community and studio focused on creating outstanding content that captivates audiences. We operate entirely in the cloud across Commercials, Feature Films, and Episodic work for major streamers.
• Our people and culture are at the core of everything we do.
• Our purpose is to do brilliant creative work, to make content that audiences want to watch, and to have fun while doing it.