Frontend Developer, 3D Visualization

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September 18

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Stratum AI

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Artificial Intelligence • Mining • B2B

Stratum AI is reimagining mining with its advanced AI-driven technology that creates more accurate models for mine planning and grade control through Machine Learning. Their innovations enable increased average mined grade by distinguishing between ore and waste more effectively and improving the realized net present value (NPV) of mine plans. Stratum AI's dynamic reconciliation technology tracks ore in real-time, allowing for efficient error correction and enhanced drill targeting, thereby leading to reduced waste and optimized resource extraction.

11 - 50 employees

Founded 2018

🤖 Artificial Intelligence

🤝 B2B

📋 Description

• Design and implement advanced 3D visualization systems for complex spatial data • Create interactive 3D environments with real-time manipulation capabilities • Build systems capable of rendering large-scale datasets with hundreds of thousands of objects • Develop dynamic visualization features that respond to user inputs and data changes • Architect rendering pipelines optimized for massive datasets • Implement spatial optimization techniques for efficient scene management • Design progressive loading strategies and caching mechanisms • Ensure smooth performance across various devices and browsers • Build intuitive 3D interaction paradigms (selection, measurement, annotation) • Develop collision detection and raycasting systems • Create dynamic camera systems and navigation controls • Implement real-time data filtering and visualization updates • Deliver a cutting-edge visualization platform supporting collaborative workflows and decision-making • Maintain high performance and scalability for massive spatial datasets

🎯 Requirements

• Expert-level knowledge of WebGL and GPU programming concepts • Proficiency in 3D graphics libraries (Three.js, Babylon.js, or similar) • Understanding of 3D mathematics, transformations, and projections • Experience with shader programming (GLSL/WGSL) • Knowledge of 3D file formats (GLTF, OBJ, FBX, etc.) • Strong JavaScript/TypeScript skills • Modern framework experience (React, Vue, Angular) • State management for complex applications • WebAssembly for performance-critical operations • Web Workers for parallel processing • Experience with data visualization libraries (D3.js, Plotly, etc.) • Understanding of visual encoding principles • Ability to handle various data formats (JSON, CSV, binary formats) • Experience with real-time data streaming and updates • Proficiency in spatial data structures (octrees, k-d trees, BVH) • Knowledge of LOD and culling techniques • Experience with instanced rendering and geometry batching • Memory management and garbage collection optimization • Profiling and debugging 3D applications • Experience with PBR, post-processing, shadow mapping, particle systems, and VR/AR (valuable) • Experience with scientific/technical visualization: volume rendering, point cloud visualization, mesh generation, terrain rendering, isosurface extraction (valuable) • Familiarity with cloud computing, distributed systems, containerization, microservices, CI/CD, and performance monitoring • Domain knowledge such as GIS, CAD/CAM, scientific computing, and coordinate systems (plus) • Experience building production-ready visualization systems • Strong foundation in computer graphics and rendering techniques • Ability to solve complex performance challenges and work independently