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3D AI Engineer
Job Description
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.
Interview process
1. HR Interview (45 mins)
2. Tech Interview (60 mins)
3. Tech Interview (60 mins)
4. Final Interview (60 mins)
About us
HOMEE AI 為首創空間設計 AI SaaS軟體的科技公司，幫助使用者輕鬆打造室內空間。我們獨特的3D室內AI軟體，能加速全球的企業品牌與消費者快速完成室內佈置的需求及佈局，協助全球家居產業數位轉型。
我們的技術包含使用數以萬計開源與閉源、生成式與非生成式的多種不同 AI 模型、數千種空間場景、數萬個商品的資料庫，整合類視覺神經及語言模型，產生真實空間尺寸、影像，一舉突破電腦視覺限制， HOMEE AI 與全球 AI 公司包含 OpenAI 並列為能為人類帶來重要的貢獻，我們也被視為NVIDIA的重要策略夥伴。
「HOMEE 合宜家居」屬於空間運算領域 HOMEE AI ，是台灣家居市場上首個運用科技系統建立的 C2M 通路，應用 HOMEE AI 獨家開發的空間技術，協助消費者快速居家佈置，我們已整合破百家的供應商加入我們，提供兼具美感與獨特性的家居用品。
▌我們的企業文化
我們團隊重視「使命感」、「創造力」、「執行力」，我們是具備年輕活力及高度企圖心的優秀團隊，我們團隊夥伴們都必須具備重要的工作特質：「紀律」、「當責」、「大局觀」、「團隊合作」。
我們是一個高自律的團隊，我們的管理模式專注於如何解決問題，如何提高工作效率。我們對於每一個任務都全力以赴，充滿熱誠，彼此合作。最重要的是，我們是一個具有國際觀的科技公司，所有的服務與流程都基於可規模化的商業模式，我們樂於給予夥伴們更大的舞台，展現自身專業與才華。
HOMEE AI is an international Spatial Computing company that leverages generative 3D models and AI with spatial understanding capabilities, combined with in-depth domain knowledge, to enhance the integration of virtual and real spaces in the home industry.
Positioned at the forefront of industry transformation, our product lineup includes B2B2C virtual space arrangement, OMO experience integration, and AI models optimized for the household industry. We are actively shaping the world's perception of the digital twin, delving into cutting-edge technologies such as VR/AR, 3D AI, and SLAM, and have been invited to prominent events like CES, GTC, WWDC, AWE, and Google Next.
We have established deep collaborations with industry leaders such as NVIDIA , Google, AWS, IKEA, positioning ourselves as pioneers in bringing AI to the furniture industry. There are currently over thousands of customers on our reservation list, excited to try on our product.
As we ride on the waves of technological change, our team continuously engages with the latest industry trends, bridging the future societies and emerging technologies and bringing Spatial AI into everyday life.
We offer stock options, flat organizational structure, and foster a culture of freedom with ownership, following the flexible pace of Silicon Valley.
Come and join us, if you welcome challenges and are interested in taking part in enhancing Taiwan's software standing internationally!
