
AI Workflow and Generation Specialist
2 weeks ago
About Pixofix
Pixofix is a
remote-first creative environment
serving eCommerce and retail brands worldwide. We combine
high-volume, high-end retouching
with
AI-assisted workflows
to deliver fast, consistent, on-brand visuals — from still product shots to photorealistic AI Model Shots and short PDP videos.
With a distributed team of 200+ retouchers across the US, EU, and Asia and pipelines that have already processed 100K+ images, Pixofix offers the scale of an enterprise service with the agility of a startup.
We are growing quickly and building our next-generation AI content pipelines — and this role will be at the core of that journey.
Role overview
You will bridge creative direction and scalable AI execution. You'll choose models/tools, build prompt systems, operate pipelines, run first-line QA, and iterate to push both
quality
and
unit-economics. You are the key link from
brief AI retouch delivery.
Responsibilities
- Translate creative briefs / ShotSpecs into executable AI plans (OSS vs hosted; routing logic).
- Build & maintain reusable prompt templates/libraries (stills, lifestyle, PDP video).
- Operate AI pipelines at scale: batching, retries, versioning, throughput; monitor failures and recoveries.
- First-line QA: check silhouette, fabric fidelity, edges, and colors; flag artifacts pre-retouch.
- Partner with retouching: share error patterns, adjust prompts, improve first-pass yield.
- R&D: test new OSS models, LoRAs, and control modules (e.g., ControlNet, IP-Adapter); trial video models.
- Write SOPs/docs: onboarding AI artists, handover, maintenance, error handling.
- Track metrics: outputs/day, cost per output, yield, iterations, GPU utilization.
- Maintain auditability: model checkpoint, prompt, seed, and tool versions for reproducibility.
- Collaborate with Producer/Creative to ensure brand fidelity and quick iteration.
First 90 days – Key deliverables
- Prompt Library v1
covering 10 SKUs × color × pose. - Pilot delivery: ~100 stills + 10 PDP loops with first-pass QA.
- Pipeline runner/orchestrator
(OSS + hosted routing). - SOP pack: workflows, branching logic, QA checklist, error handling.
- Monthly dashboard: unit economics, yield, cost breakdown, and optimization proposals.
Requirements
- Proven production experience with diffusion models (SD/SDXL) beyond demos.
- Hands-on with OSS + at least one hosted tool (ComfyUI, Runway, Krea, NanoBanana, etc.).
- Prompt engineering at scale (templates, parameters, seeds, reproducibility).
- Scripting/automation (Python, Docker, workflow/orchestration); version-control mindset.
- Visual QA sensibility for fashion/eCommerce (silhouette, fabric, color consistency).
- Solid grasp of GPU/inference cost, batching, and memory constraints.
Nice to have:
LoRA training on brand data; short-video generation; governance/rights familiarity; fashion/eCom background; experience scaling to 1,000s of assets.
What we offer
- Remote-first environment: work from anywhere, flexible hours, global team.
- Competitive compensation: we are willing to
match your current rate
and add KPI-linked bonuses. - Career opportunities: as we scale AI pipelines, this role has a direct growth path into leadership and team-building.
- Creative culture: collaborate with producers, retouchers, and AI specialists in a fast-paced but supportive environment.
- Impact: your work directly shapes how leading eCommerce and retail brands create visuals at scale.
Industry
- Technology, Information and Internet
Employment Type
Full-time
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