HOMEKYND

Role Description As Machine Learning / AI Engineer, you'll develop and integrate AI-driven features directly into the 3D visualization platform. Object placement, scene analysis, asset generation - you're applying machine learning to problems most engineers never get close to. - 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 Qualifications - 3+ years in ML development with a focus on computer vision - Proficiency in Python and ML frameworks including PyTorch, TensorFlow, or Keras - Strong understanding of generative models (Stable Diffusion, GANs, VAEs) and 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 Requirements - 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

Role Description As QA Automation Engineer, you'll own the testing infrastructure that keeps a complex, high-visibility platform reliable. You're not running a checklist - you're building the systems that let the engineering team move fast with confidence. - Develop, maintain, and execute automated tests across web and API layers - Partner with engineers and designers to build comprehensive test plans for 3D staging workflows - Continuously improve the automated testing pipeline to support rapid development cycles - Conduct manual exploratory testing to surface edge cases and validate 3D rendering quality - Build tools and scripts to simulate real-world user interactions and load conditions Qualifications - Proficiency in automated testing frameworks including Cypress, Selenium, or Playwright - Strong knowledge of RESTful API testing and mocking frameworks - Experience with Git, CI/CD pipelines, and agile workflows - Solid JavaScript or TypeScript foundation - Familiarity with 3D testing considerations such as scene rendering validation is a strong plus Requirements - Experience with VR or AR application testing - Familiarity with visual regression testing tools (Percy or equivalent)

Role Description As DevOps / Platform Engineer, you'll own the infrastructure that keeps the platform running at enterprise scale. Thousands of endpoints, real-time 3D asset delivery, contractual uptime requirements - this is infrastructure work with real stakes and direct business impact. - Architect and manage scalable cloud infrastructure for the 3D rendering platform - Build and maintain CI/CD pipelines with a focus on quality assurance and deployment reliability - Monitor performance metrics and proactively address bottlenecks before they become incidents - Scale and optimize MongoDB databases to handle growing user demand - Build and maintain pipelines for delivering optimized 3D assets at scale Qualifications - 5+ years managing production infrastructure at scale - Strong expertise across AWS, GCP, or Azure - Proven experience optimizing Node.js applications in production - Familiarity with infrastructure-as-code tools such as Terraform or Pulumi - Strong command of monitoring and logging systems (New Relic, Prometheus, or equivalent) Requirements - Prior experience optimizing 3D processing pipelines or CDN integration - Familiarity with microservices architecture and container orchestration (Kubernetes)

Role Description As 3D Graphics Developer, you'll push the boundaries of our real-time rendering engine. This isn't cosmetic work - you're expanding what the platform can do visually and technically, building the shaders and pipelines that make spatial intelligence feel real to the end user. - Develop and optimize real-time 3D rendering features using Three.js or equivalent frameworks - Create advanced shaders for visual effects, lighting, and post-processing - Build robust pipelines for importing and converting 3D assets from tools like Blender - Diagnose and resolve rendering and performance bottlenecks across platforms - Implement user-driven visualization tools that advance the core product experience Qualifications - Strong command of computer graphics fundamentals including linear algebra and 3D mathematics - Proficiency with Three.js, Unity, Unreal Engine, or comparable 3D engines - GLSL expertise for custom shader development and effects - Familiarity with 3D modeling tools (Blender, Maya) and formats including glTF/GLB - Proven experience optimizing 3D pipelines for performance and scalability Requirements - Background in virtual staging or architectural visualization (Bonus) - Experience with PBR pipelines and lighting models (Bonus)

Role Description We’re excited to invite you to join Homekynd, a trailblazer in spatial intelligence for enterprise retail! As a Senior Full Stack Developer, you'll have the chance to take charge of key architectural features within our dynamic 3D visualization platform. Your contributions will be crucial in shaping product scalability, guiding code reviews, and promoting a culture of engineering excellence. - Architect and create scalable, high-performance features across our full-stack 3D platform. - Lead code reviews and help establish engineering standards that inspire the team. - Design and implement RESTful APIs and database schemas tailored for high-throughput use cases. - Enhance rendering pipelines and application performance for enterprise-scale deployments. - Collaborate closely with design, DevOps, and QA to deliver a cohesive and reliable product. Qualifications - 7+ years of professional development experience, particularly with React/Next.js and TypeScript. - A solid grasp of 3D graphics programming, rendering concepts, and WebGL. - Strong experience in MongoDB database design, query optimization, and scaling. - Proficiency in state management libraries (Redux, Zustand) and complex application architecture. - Experience with GLSL shader programming and tuning graphical performance. Requirements - Experience with containerization (Docker). - Familiarity with A/B testing and analytics platforms.