Generative AI Pipeline Engineer (Tech Lead)

Stack

Responsibilities

• ▹Architect and run the AI Media Production platform: ComfyUI or similar engines, GPU environments, one-click UIs for non-technical teams
• ▹Ship modular, versioned, reproducible generative pipelines, node-based and/or code-first (e.g. diffusers)
• ▹Develop one-click presets and use cases for image and video generation
• ▹Train LoRAs end-to-end: from real product photography to evaluated, production-ready models
• ▹Build control-first generation into every pipeline: ControlNet, IP-Adapter, inpainting, reference conditioning
• ▹Engineer QC into the pipeline itself: automated checks against product references before human review
• ▹Build a creative intelligence loop: encode what makes best-performing assets work into reusable presets and styles
• ▹Own the technical roadmap with the Design Director; qualify new models and tools; drive adoption

Requirements

• ▹Shipped generative pipelines adopted and used daily by other people
• ▹Production-grade workflows in ComfyUI or similar, or equivalent code-first experience (e.g. diffusers)
• ▹Strong Python: automation, API integrations, custom nodes
• ▹LoRA training end-to-end, from dataset curation to evaluation
• ▹Control techniques across modalities (t2i, i2i, i2v, v2v): ControlNet, IP-Adapter, inpainting, reference conditioning
• ▹Deploying pipelines as internal tools
• ▹Enough visual literacy to set the quality bar
• ▹Confident English (B2+)

Nice to have

• ▹3D/render-hybrid workflows: Blender or CAD renders as geometric ground truth with generated environments
• ▹LLM orchestration and agentic workflows: automated prompt generation, VLM-based QC
• ▹Experience producing visuals for performance marketing

Soft skills

What we offer

• ▹Truly and fully remote work
• ▹Generous paid vacation policy
• ▹Unlimited sick days

About the company

CapsLock is a global IT marketing company building unique, scalable customer acquisition solutions primarily for large North American clients, integrating digital marketing, IT, design, AI-driven analytics and MarTech. Its team is global and fluent in over 10 languages.