Machine Learning / AI Engineer

Posted 2mo ago

The employer’s full description could not be read from their board. This is a summary of the posting — follow the apply link for the original.

Design, develop, and deploy ML models for object detection, scene understanding, and 3D asset placement
Train and fine-tune models on 3D datasets to generate realistic visualizations while preserving image fidelity
Collaborate with graphics and full-stack teams to integrate AI models into the product pipeline
Implement tools to automate image segmentation, furniture recognition, and style recommendations
Optimize model performance for real-time or near-real-time inference at scale
Stay current on generative AI and ML advancements and bring relevant capabilities into the platform

3+ years in ML development with a focus on computer vision
Proficiency in Python
Proficiency in ML frameworks including PyTorch, TensorFlow, or Keras
Strong understanding of generative models (Stable Diffusion, GANs, VAEs)
Strong understanding of LLM-based integrations
Experience with 3D data processing including point clouds, mesh recognition, and geometry analysis
Familiarity with object detection and segmentation tools (YOLO, Mask R-CNN)
Ability to deploy models efficiently using TensorRT, ONNX, or serverless cloud deployments

Experience with ControlNet for AI-driven image conditioning
Familiarity with 3D file formats and workflows (glTF, OBJ)
Experience with cloud-based ML platforms such as Vertex AI, AWS SageMaker, or Hugging Face
Background in recommendation systems for design suggestions or automated staging

Skills