Generative AI Pipeline Engineer (Tech Lead)

CapsLock is a global IT marketing company that pioneers unique scalable customer acquisition solutions for B2C clients. We solve complex sales challenges across a wide range of industries primarily for large North American partners. By integrating our expertise in Digital Marketing IT Design AI-driven analytics proprietary MarTech and sales consulting we deliver powerful data-informed customer acquisition solutions.

At CapsLock people technology and forward-thinking innovation lie at the heart of everything we do. Our diverse global team fluent in over 10 languages thrives on open collaboration and the exchange of new ideas pushing boundaries to ensure our clients success.

Role overview

We are building CapsLocks AI Media Production platform and were hiring the tech lead who will architect it.

We generate visuals of real products not concepts. Every asset must match the clients actual product 1:1 - down to hardware and geometry. No artifacts no hallucinations no close enough. This is a control and reproducibility problem not a prompting problem and it needs an engineer.

This is a greenfield build. Youll be the first engineer in this direction working directly with the Design Director as the technical interface between creative teams and software infrastructure.

What you will work on

• Architect and run our AI Media Production platform: serving 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 a human ever reviews;
• Build our creative intelligence loop: encode what makes our best-performing assets work into reusable presets and styles;
• Own the technical roadmap with the Design Director; qualify new models and tools; drive adoption through enablement not mandates.

Requirements:

Your must haves

You dont need to meet every single requirement. If youre excellent in most of these areas and can show shipped work wed love to hear from you.

• Shipped generative pipelines adopted and used daily by other people;
• Production-grade workflows in ComfyUI or similar technologies 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 (no design portfolio required);
• 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.

What we offer

• Remote Work - we offer a truly and fully remote environment. You choose where you are the most productive and comfortable to have an impact.
• Paid vacations - generous paid vacation policy to ensure you have time to recharge
• Unlimited Sick Days - we understand that being only human means getting sick or feeling under the weather from time to time so we guarantee you time off as long as you need to recover and get back on your feet.
• Ongoing Learning - people at CapsLock are deeply inquisitive and eager to learn new knowledge and skills thats why we support and create learning opportunities like the Free Books program workshops conferences and more.
• Home Office - we will cover the equipment and furniture expenses to make sure you have the best work-from-home experience.
• Physical WellBeing - We will cover costs of your medical insurance. Additionally we offer an allowance for a flexible fitness program.
• Fun Stuff - there is never a shortage of fun stuff