Generative AI Engineer

Generative AI Engineer

(Image-to-Video Systems)

Responsibilities

 Develop and maintain image-to-video generation pipelines.

 Work directly with diffusion-based and transformer-based video models.

 Design structured prompt formats for consistent and controllable outputs.

 Implement systems to manage temporal consistency across frames.

 Integrate generation pipelines with backend services.

 Optimize pipelines for cost, performance, and output stability.

 Evaluate and iterate on output quality using objective and subjective metrics.

Required Technical Experience

Mandatory

 Hands-on experience with image-to-video or video generation models

 Strong understanding of prompt engineering as a system, not one-off prompts

 Proficiency in Python

 Experience orchestrating multi-step AI pipelines

 Familiarity with GPU-based inference workflows

Preferred

 Experience with LoRA or fine-tuning generative models

 Familiarity with tools for maintaining visual consistency

 Experience working with multi-modal generative systems

 Understanding of frame-level control and motion dynamics

This Role Is a Fit If You

 Have built generative pipelines beyond demos

 Understand model limitations and failure modes

 Can reason about quality, consistency, and trade-offs