Script-to-Scene AI Engineer for Creative Previsualisation

GENGIS AI PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

GENGIS AI PTE. LTD. in Singapore seeks an AI engineer to translate scripts, briefs, moodboards into visual outputs for directors and creative teams. You will experiment with generative image and video models, design production datasets, and collaborate with engineering to integrate AI workflows into YAM.

You will prototype quickly while accounting for production constraints and model limitations, helping shape practical features for creative workflows.

Qualifications

• 3+ years of experience in machine learning, applied AI, CV, or generative AI.
• Strong Python skills and hands-on experience with image/video generation.
• Experience with multimodal models and visual-language architectures.
• Familiarity with fine-tuning, LoRA, adapters, embeddings, or conditioning workflows.
• Ability to work with messy real-world data and turn it into training/evaluation datasets.
• Rapid prototyping while considering production constraints.
• Understanding of model limitations, hallucinations, latency, and cost.
• Strong problem-solving and clear communication.
• Interest in film, content production, or visual storytelling.

Responsibilities

• Build and evaluate AI workflows for script-to-scene previews.
• Work with generative image/video models, multimodal models, and LLMs.
• Design datasets from scripts, briefs, visual references, storyboards, shot lists, moodboards, frames, and production metadata.
• Experiment with fine-tuning, LoRA/adapters, prompting, retrieval, and reference-conditioning workflows.
• Improve consistency across characters, locations, style, mood, framing, and scene continuity.
• Explore workflows for generating visual options useful to directors, producers, and teams.
• Evaluate outputs for creativity, usefulness, quality, latency, and cost.
• Collaborate with full-stack engineers to integrate AI workflows into YAM.
• Decide when to use existing models, fine-tuning, custom datasets, APIs, or open-source pipelines.
• Build repeatable evaluation methods to improve model outputs over time.

Skills

Machine learning

Applied AI

Python

Generative AI

Data prototyping

Communication

Creative tools

Tools

Stable Diffusion

Runway

Kling

ControlNet

Job description

GENGIS AI PTE. LTD. in Singapore seeks an AI engineer to translate scripts, briefs, moodboards into visual outputs for directors and creative teams. You will experiment with generative image and video models, design production datasets, and collaborate with engineering to integrate AI workflows into YAM.

You will prototype quickly while accounting for production constraints and model limitations, helping shape practical features for creative workflows.