Job Summary:
Join HOMEE AI, a leader in 3D AI technology revolutionizing the furniture industry, as a Senior Software Engineer. We seek experts in 3D Gaussian Splatting, Semantic Segmentation, and 3D vSLAM to enhance our spatial planning technology. This role demands proficiency in algorithm development, data optimization, and 3D model reconstruction, leveraging cutting-edge techniques for real-world applications.
Key Responsibilities:
- Develop and optimize algorithms for Gaussian Splatting, Semantic/Instance
- Segmentation, and 3D Mesh Surface Reconstruction using data from various sources, including iOS devices and multi-modal sensor data.
- Integrate and improve algorithms within production-level software, focusing on data fusion, object detection, and 3D point cloud processing.
- Implement and refine methods in areas like inpainting, vSLAM, and depth estimation.
- Collaborate with cross-functional teams to ensure algorithms align with business goals and product requirements.
- Stay abreast of the latest trends and research in 3D AI technology, including advancements in machine learning and computer vision.
Required Qualifications:
- Bachelor’s or Master’s in Computer Science, Electrical Engineering, or related field.
- 5+ years of experience in software development, with a strong focus on 3D data
processing and algorithm optimization.
- Proficiency in programming languages such as Python, C++, CUDA, and experience with deep learning frameworks (TensorFlow, PyTorch, Keras).
- Strong analytical skills and experience with large datasets, preferably in the context of iOS data, 3D point clouds, or multi-modal sensor fusion.
Desirable Skills:
- Experience with NVIDIA’s and cloud computing technologies (GCP, AWS).
- Leadership experience in project or team settings.
- Experience in developing and deploying large-scale 3D processing systems.
