# Senior AI Engineer
Grip is shifting enterprise content production from manual, tool-driven workflows to programmable systems that generate high-quality visual output at scale. As a Senior AI Engineer, you build the control layer behind that shift: AI Controllers, reusable templates, and workflow primitives that translate brand intent into deterministic, production-ready outputs.
## What You Will Do
Build AI-Controlled Content Systems
- Architect and ship AI Controllers that encode visual logic (composition, layout, constraints) into reusable systems
- Translate creative direction into structured pipelines (e.g., turning logo safe zones into enforceable spatial constraints)
- Design templates that produce consistent outputs across thousands of variations
Develop and Scale AI Workflows
- Build and optimize ComfyUI pipelines integrating multiple models, refiners, and control mechanisms
- Combine segmentation, depth maps, and latent constraints to guide generation toward production-grade outputs
- Iterate on workflows based on output quality, failure modes, and client requirements
Own Model Behavior and Output Quality
- Work hands-on with diffusion models, encoders, and latent space manipulation
- Define how prompts, conditioning, and control signals interact across the pipeline
- Ensure outputs meet brand and visual standards—not just "good images," but usable assets
Extend Platform Capabilities
- Contribute to new node definitions and AI capabilities within Grip's platform
- Specify technical requirements for new features across Python/PyTorch systems
- Collaborate with engineers and creative teams to push what's possible in automated content generation
## Who You Are
You build systems that make AI predictable, controllable, and production-ready—especially in visual domains.
You Have:
- Strong experience with generative AI systems (diffusion models, conditioning, latent space control)
- Hands-on work in ComfyUI or similar node-based pipelines
- Solid programming skills with experience shipping working systems
- Experience training or fine-tuning models and managing their lifecycle
- Exposure to visual tools like Photoshop, Blender, or similar
Your Skills Are:
- Translating abstract creative direction into structured AI workflows
- Debugging generation pipelines across multiple control layers
- Balancing flexibility with control in template systems
- Communicating across engineering and creative teams