Elva
Engineering
AIVideoAgentEngineer
Neural analysis suggests this role is
optimal for Mid+ candidates.
“AI Video Agent Engineer at Elva. Skills: AI Agent Architecture, Pipeline Orchestration, Multimodal Data Processing, Model Orchestration. Design AI agent architecture. Implement AI agent architecture”
What You'll Achieve.
Analyze content; Generate narrative structure; Select visual elements; Select audio elements; Produce structured video output
Industry & Context.
Troubleshooting
What They're Looking For.
Must Have
AI Systems & Agent Architecture experience, Workflow Orchestration experience, n8n MCP experience, Python programming skills, JavaScript programming skills, Ability to integrate tools for multimodal generation
Nice to Have
ComfyUI custom nodes experience, Lightweight APIs experience, FFmpeg experience, Video processing pipelines experience, Image processing workflows experience, Deep understanding of LangGraph, Deep understanding of LangChain, Experience designing long-term memory systems, Experience building agents with feedback loops, Experience with LangSmith, Experience with Arize Phoenix, Experience with Promptfoo
What You'll Do.
Design AI agent architecture
Implement AI agent architecture
Define system prompts
Define behavioral rules
Define structured instructions
Develop orchestration pipelines
Maintain orchestration pipelines
Design multi-agent workflows
Design tool-calling logic
Design dynamic routing
Design context passing
Design multimodal data pipelines
Handle video materials
Handle user text prompts
Handle structured metadata
Ensure data transformation
Ensure context transfer
Integrate external APIs
Integrate internal APIs
Evaluate available APIs
Tune model interactions
Optimize model interactions
Optimize pipelines for quality
Optimize pipelines for reliability
Optimize pipelines for efficiency
Design memory systems
Design contextual reasoning systems
Full Job Description
We are toogeza, a Ukrainian recruiting company that is focused on hiring talents and building teams for tech startups worldwide. People make a difference in the big game, we may help to find the right ones. Currently, we are looking for AI Video Agent Engineer for Elva. Location: Remote Job Type: Full-Time OVERVIEW: We are building an AI-driven video production system designed as an intelligent multi-agent orchestration layer capable of transforming raw ideas and references into fully structured video content. The system operates as a black-box creative engine for different types of users: - professional video creators - casual users - creators of short narrative concepts Users provide an idea, references, or media fragments, and the system automatically orchestrates multiple AI agents responsible for analysis, scripting, editing, and production of video content. We are looking for an engineer who can design and implement multi-agent pipelines, orchestrate AI tools, and build intelligent workflows that combine video analysis, storytelling logic, and automated editing. This role sits at the intersection of AI systems architecture, creative tooling, and multimodal content generation. RESPONSIBILITIES: AI Agent Architecture Design and implement the architecture of a multi-agent video editing system including agents responsible for: - video analysis - narrative generation - editing orchestration - production and output synthesis Define system prompts, behavioral rules, and structured instructions for agents interacting within the pipeline. Pipeline Orchestration (n8n) Develop and maintain complex orchestration pipelines in n8n, including: - multi-agent workflows - tool-calling logic - dynamic routing between tools and models - context passing between agents Pipelines must be capable of selecting the most appropriate models, tools, and strategies depending on the task. Multimodal Data Processing Design robust pipelines for handling: - video materials - image assets - use
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