AI Video Pipeline Engineer

MWDN

. Build modular, config-driven workflows covering scripts, hooks, avatars or LoRAs, voices, music, UI assets, and aspect ratios .

Posted 9/30/2026full-timeRemote • United StatesMid-LevelSeniorWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in building modular, config-driven workflows and integrating APIs for generative AI applications. Proficient in using FFmpeg for video production and capable of documenting technical processes for non-technical teams.

Highest-signal resume keywords

Generative AI ExperiencePython ProgrammingFFmpeg ProficiencyAPI IntegrationWorkflow Automation

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

PythonTypeScriptFFmpegAPI IntegrationAsynchronous ProcessingJob OrchestrationModular Pipeline DevelopmentVideo ProductionDocumentation WritingError Handling

Soft Skills

CollaborationCommunication

Tools & Technologies

Fal.aiComfyUISeedanceMiniMaxStable Diffusion

Industry Keywords

Video GenerationTalking-Head ModelsUser Acquisition CreativesCTRCPIROAS

Tech Stack

Tools & technologies

AssemblyFFmpegPythonTypeScript

About the role

Key responsibilities & impact

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, sync talking-head audio, and mix sound
Produce video ads in 9:16 and 1:1 formats
Document the pipeline and provide configuration examples for the marketing team to use without writing code
Own SDK architecture, public API, releases, and partner experience end to end
Collaborate with AI-video creative specialists and marketing staff

Requirements

What you’ll need

Hands-on experience with generative AI, fal.ai, and ComfyUI, supported by workflows or applications 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
Experience integrating image, video, text-to-speech, and talking-head models
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
Ability to write clear, maintainable code and documentation
Good English communication and ability to collaborate with AI-video creative specialists
Preparedness to share a relevant working pipeline or application and explain technical contribution
Nice to have: experience with Seedance, MiniMax, Kling, or similar video-generation models
Nice to have: experience with Stable Diffusion, LoRA training, or evaluating character consistency
Nice to have: experience building internal applications for creative teams or scaling automated video production
Nice to have: familiarity with paid mobile user acquisition creatives and CTR, CPI, or ROAS
Nice to have: experience with agent-driven or AI-assisted video editing

Benefits

Comp & perks

Security through client vetting to minimize risks and ensure reliable, timely payments
Career support and assistance finding new opportunities
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