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AI Video Pipeline Engineer

About the role

• Build modular, config-driven workflows covering scripts, hooks, avatars or LoRAs, voices, music, UI assets, and aspect ratios
• Integrate the fal Queue API to manage jobs, rate limits, webhooks, and retries
• Make runs resumable so failures do not trigger duplicate generation costs
• Fetch and cache UI assets
• Use FFmpeg to assemble clips, add subtitles and CTAs, synchronize talking-head audio, and mix sound
• Produce video ads in 9:16 and 1:1 formats
• Document the pipeline and provide configuration examples enabling the marketing team to use workflows without writing code
• Own SDK architecture, public API, releases, and partner experience end to end

• Hands-on experience with generative AI, fal.ai, and ComfyUI, supported by workflows or applications you have built
• Strong Python or TypeScript skills
• Experience automating workflows, integrating APIs, and handling async processing, background jobs, and errors
• Ability to build modular, config-driven pipelines generating multiple variations using avatars, scripts, and reusable assets
• Experience integrating image, video, text-to-speech, and talking-head models
• Ability to select models based on quality, cost, and use case
• Practical FFmpeg experience with clip assembly, UI overlays, subtitles, audio mixing, and aspect-ratio formatting
• Ability to implement reliable job orchestration, retries, resumable execution, and cost tracking
• Clear, maintainable code and documentation
• Good English communication
• Ability to collaborate with AI-video creative specialists
• Preparedness to share a working pipeline or application and explain technical contribution
• Experience with Seedance, MiniMax, Kling, or similar video-generation models is a nice-to-have
• Experience with Stable Diffusion, LoRA training, or evaluating character consistency is a nice-to-have
• Experience building internal applications for creative teams or scaling automated video production is a nice-to-have
• Familiarity with paid mobile user acquisition creatives and CTR, CPI, or ROAS is a nice-to-have
• Experience with agent-driven or AI-assisted video editing is a nice-to-have

• Security through careful client vetting and reliable, timely payments
• Career support and assistance finding suitable new projects
• Legal assistance with independent contractor or sole proprietorship status, taxes, and related processes
• English courses
• Professional growth opportunities
• Team-building events
• Flexible working hours
• 29 days of PTO (18 working days per year plus all national holidays)
• 10 paid recovery days
• Full financial and legal support for independent contractors
• Free English classes with native speakers or Ukrainian teachers
• Dedicated HR support