AI Content Engineer

About the Role

We are looking for an AI Content Engineer who can build and operate high-volume creative pipelines for UGC, paid ads, and social video/image content. This role blends creative execution, AI model mastery, and workflow engineering, enabling us to scale content output across ecommerce brands and paid channels.

You’ll work with modern visual AI models, video generation systems, and workflow tools to produce compelling assets that look native to TikTok, Instagram, YouTube Shorts, Meta Ads, and ecommerce product ads.

Responsibilities

• Build high-quality AI-generated images, videos, and UGC-style content for ecommerce ads & social.

• Operate & optimize workflow tools like TapNow, ComfyUI, Weavy, Nim, etc.

• Work with modern video/image models including Sora 2, Gemini, Kling AI, Luma, Stable Diffusion, Flux, etc.

• Clone voices & faces when needed using LoRA, ReActor, face swap, etc.

• Develop content pipelines that can scale to hundreds of outputs per week.

• Structure creative flows with strong hooks, CTAs, pacing, and emotional triggers for paid ads.

• Adapt content to platform-specific aesthetics (TikTok, IG Reels, Meta Ads, YouTube Shorts).

• Version content for international markets (AI dubbing, subtitles, cultural cues).

• Build multi-step workflows combining editing, enhancement, captioning, music, and delivery.

• Collaborate with performance marketers to A/B test creative angles and iterate based on performance.

• Curate and maintain model catalogs, LoRAs, datasets, character sheets.

• Document workflows for repeatability and team onboarding.

Required Skills

• Proven experience generating AI images and videos for TikTok/Meta/YouTube ads or ecommerce.

• Hands-on experience with AI creative workflow tools such as:

  • TapNow

  • ComfyUI

  • Weavy

  • Nim.video
    (or similar: RunDiffusion, Invoker, etc.)

• Familiar with modern video + diffusion models, including:

  • Sora 2

  • Gemini Video / Multimodal

  • Kling AI

  • Stable Diffusion XL / Flux / SD3

  • DreamBooth / LoRA / ReActor

  • ElevenLabs / PlayHT (voice)

  • HeyGen / Papercup (dubbing)

• Strong sense of visual storytelling and UGC performance dynamics.

• Comfortable building automated or semi-automated creative pipelines.

• Familiar with basic video editing (CapCut, Final Cut, Premiere, Descript, etc.).

• Understands hooks, pacing, subtitles, platform ratios, and CTR / watchtime psychology.

Nice to Have

• Experience with A/B testing creative performance for ads.

• Knowledge of ecommerce verticals (beauty, fashion, home, supplements, etc.).

• Experience with persona-based content or founder-led content.

• Ability to manage datasets, LoRAs, and reusable prompt libraries.

• Familiar with 3D/animation tools (Blender/Unreal) is a bonus, not required.

• Experience with multi-language dubbing & lip-syncing workflows.

Who You Are

You are someone who:

• Stays up to date on new AI models and tools.

• Understands short-form attention dynamics (hooks, scroll-stoppers, subtitles, etc.).

• Thinks in systems → builds workflows, not just one-off content.

• Enjoys testing creative variables that drive performance and ROAS.

• Learns fast, documents clearly, and iterates aggressively.

Output Examples

The primary outputs of this role include:

• AI UGC testimonial videos

• Founder-style product explanation videos

• Ecommerce model photos & product visuals

• TikTok/IG Reels with subtitles & music

• Ad creative variations for testing

• Localized content for multiple countries/languages

How to Apply

Send:

1. Portfolio / Showreel

2. Tools & models you’ve used

3. Example workflows or pipeline screenshots