---
title: 'Frontend 3D Visualization Developer at Stratum AI'
canonical: 'https://feeny.ai/job/frontend-3d-visualization-developer-stratum-ai-canada-qdk7thse4q9h'
type: 'job'
last_seen: '2026-09-10'
---

# Frontend 3D Visualization Developer at Stratum AI

- **Company:** Stratum AI
- **Location:** Canada
- **Employment:** full-time
- **Work type:** remote
- **Posted:** 2025-09-17
- **Last confirmed live:** 2026-09-10
- **Apply:** https://jobs.ashbyhq.com/stratum-ai/b7982532-8807-4f81-b6a9-5c0a2873ee5b

## Job description

## Role Overview

We're seeking a skilled Frontend Developer with deep 3D visualization expertise to work on an innovative web-based platform for industrial data visualization and planning. This role focuses on creating sophisticated 3D rendering systems that transform complex spatial datasets into intuitive, interactive experiences for technical and non-technical users alike.

## Key Responsibilities

3D Visualization Development:

- 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

Performance Engineering:

- 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

Interactive Features:

- 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

Required Technical Skills Core 3D Technologies:

- 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.)

Frontend Technologies:

- 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

Data Visualization:

- Experience with data visualization libraries (D3.js, Plotly, etc.)
- Understanding of visual encoding principles
- Ability to handle various data formats (JSON, CSV, binary formats)
- Real-time data streaming and updates

Performance Optimization:

- Proficiency in spatial data structures (octrees, k-d trees, BVH)
- Level-of-detail (LOD) and culling techniques
- Instanced rendering and geometry batching
- Memory management and garbage collection optimization
- Profiling and debugging 3D applications

Additional Valuable Skills Advanced Rendering:

- Physical-based rendering (PBR) techniques
- Post-processing effects and pipelines
- Shadow mapping and lighting systems
- Particle systems and procedural generation
- VR/AR development experience

Scientific/Technical Visualization:

- Volume rendering techniques
- Point cloud visualization
- Mesh generation and manipulation
- Terrain rendering and heightmaps
- Isosurface extraction

Infrastructure & Tools:

- Cloud computing and distributed systems
- Containerization and microservices
- CI/CD pipelines for complex applications
- Version control with large binary assets
- Performance monitoring and analytics

Domain Knowledge (Plus):

- GIS and mapping technologies
- CAD/CAM software experience
- Scientific computing backgrounds
- Understanding of coordinate systems and projections
- Experience with industry-specific visualization needs

## What You'll Be Building

You'll be creating a cutting-edge visualization platform that handles complex spatial data at scale. The system needs to provide immediate visual feedback for decision-making processes, support collaborative workflows, and maintain high performance even with massive datasets. The platform should be accessible to both technical specialists and business stakeholders, requiring careful attention to user experience and interface design.

Ideal Candidate Profile We're looking for someone who:

- Gets excited about pushing the boundaries of what's possible in web-based 3D graphics
- Has a strong foundation in computer graphics and rendering techniques
- Enjoys solving complex performance challenges
- Can balance technical excellence with practical user needs
- Thrives in environments requiring independent problem-solving
- Has experience building production-ready visualization systems

Technical Challenges You'll Solve

- Rendering millions of data points while maintaining interactive framerates
- Building intuitive interfaces for complex 3D interactions
- Implementing real-time collaborative features in 3D spaces
- Creating adaptive systems that work across different devices and network conditions
- Developing novel visualization techniques for domain-specific data
- Architecting scalable solutions for growing datasets

This role offers the opportunity to work at the intersection of cutting-edge web technologies and advanced 3D graphics, creating tools that transform how organizations visualize and interact with their spatial data.

## About Stratum AI

## Company Overview
- **One-liner**: Stratum AI applies deep-tech AI and machine learning to improve decision-making in mining operations by creating more accurate resource, grade control, geometallurgical, and geotechnical models.
- **Entity Type**: Private (Seed stage)
- **Headquarters**: Toronto, Ontario, Canada
- **Founded**: 2018
- **Founders**: Farzi Yusufali (Co-founder)

## Core Business
- Primary industry/industries: Mining technology (MiningTech), Artificial Intelligence, Deep Tech
- Target customers: B2B enterprise — producing mines globally, including operations in North America, Latin America, and Australia
- Mission or purpose statement: "To help production-mines make better decisions by applying machine learning to existing geological and operational data" — extracting more value from the data they already have, throughout the life of a mine.

## Products & Services
- **SAIGE Technology Platform**: AI-driven resource modeling platform that creates high-density multivariate geostatistical models for gold, copper, and other minerals. It supports resource, grade control, geometallurgical, and geotechnical models, enabling dynamic reconciliation and error correction between plan and production.
- **Drill Targeting & Brownfield Expansion**: Uses AI to optimize drillhole spacing and improve confidence in brownfield exploration, reducing drilling costs.
- **Geometallurgical Modeling**: Predicts recovery, hardness, fines generation, and other processing-related parameters to optimize feed blending strategies.
- **Geotechnical Modeling**: Improves surface geotechnical characterization, identifies high-risk zones before instabilities occur, and integrates geotechnical drilling data with monitoring sensors and bench mapping.

## Market Standing
- **Valuation/Market Cap**: Not publicly available
- **Total Funding**: USD 125,000 (across 2 seed rounds — Pre-Seed in June 2019 and Seed in March 2020), with additional seed round in August 2020 with 4 investors
- **Notable Investors/Partners**: Details on specific lead investors not publicly named; the company has completed at least 2 funding rounds
- **Growth Signals**: Headcount grew 37.5% year-over-year; currently employs ~50 people. The team spans 5 countries (Canada, US, Chile, Peru, Australia). Proven results released via ASX filings showing: -58% in deviations, 10% yield gained, -41% waste produced, +6% CIL material, +20% high-grade stockpile grade, ~25% fewer drilling requirements.

## Competitive Advantages
- **Proprietary SAIGE Technology**: The world’s first AI mineral resource modeling company, using deep-tech AI for production-phase mines — a highly underserved, high-value niche.
- **End-to-End Deployment**: ML engineers work directly with mine teams, taking ownership from modeling through deployment in real projects.
- **Proven Economic Impact**: Delivers measurable results (e.g., 10% yield gain, -41% waste reduction, -58% deviation reduction) as verified by ASX public filings.
- **Multivariate Modeling**: Goes beyond grade to model hardness, fines generation, and other processing parameters — a key differentiator in the industry.

## Strategic Focus
- Continue scaling production-mine deployments globally, particularly in gold and copper.
- Expand geometallurgical and geotechnical modeling capabilities to reduce operational risk.
- Deepen presence in brownfield exploration, where operational decisions have the greatest economic impact.
- Grow team across North America, Latin America, and Australia with a focus on applied ML engineers, geologists, and metallurgists.

## Why Work Here
- **Mission-Driven**: Opportunity to directly improve mining efficiency, reduce waste (up to 41%), and have a measurable environmental impact — not just build abstract models.
- **Applied ML at Scale**: Engineers work on end-to-end systems that go from research to production deployment in real mines, with ownership and autonomy.
- **Culture**: Values ownership, autonomy, and practical problem-solving. Small team (~50 people) with a flat structure.
- **Remote/Hybrid**: Hybrid workspace (employees engage in a combination of remote and on-site work); many roles are fully remote across Canada, Australia, Chile, and Peru.
- **Global Reach**: Work with mines and teams across 10 countries and 4 offices (Toronto, plus teams in Latin America and Australia).
- **Fast-Growing**: 37.5% employee growth YoY, with recent roles posted for MLOps engineers, forward-deployed ML engineers, full stack engineers, 3D visualization developers, and director of business development.

## Sources
1. [stratum.ai](https://www.stratum.ai/)
2. [stratum.gs (About)](https://stratum.gs/about)
3. [stratum.gs (Careers)](https://stratum.gs/careers)
4. [Built In](https://builtin.com/company/stratum-ai)
5. [LinkedIn](https://ca.linkedin.com/company/stratumai)
6. [Jobs.ashbyhq.com/stratum-ai](https://jobs.ashbyhq.com/stratum-ai)

## Other roles at Stratum AI

- [Full Stack Engineer](https://feeny.ai/job/full-stack-engineer-stratum-ai-canada-x3an7jqt7b7q) — Canada
- [Brand and Marketing Officer (contract)](https://feeny.ai/job/brand-and-marketing-officer-contract-stratum-ai-canada-mbxkma3w4v34) — Canada
- [3D Product Interface Designer (Contractor)](https://feeny.ai/job/3d-product-interface-designer-contractor-stratum-ai-canada-fqaa3tfdxvpd) — Canada
- [Machine Learning Ops Engineer](https://feeny.ai/job/machine-learning-ops-engineer-stratum-ai-canada-v6ak6tbb44s2) — Canada
- [Lead Metallurgist / Mineral Processing Engineer (Canada or Australia)](https://feeny.ai/job/lead-metallurgist-mineral-processing-engineer-canada-or-australia-stratum-ai-nhry3ne3nqz6) — Canada
- [Lead Metallurgist / Mineral Processing Engineer (Middle East & North Africa)](https://feeny.ai/job/lead-metallurgist-mineral-processing-engineer-middle-east-north-africa-stratum-y9cqjsqdxm42) — Middle East & North Africa
- [Director, Business Development (Australia)](https://feeny.ai/job/director-business-development-australia-stratum-ai-australia-vxmwjx6w1ddt) — Australia
- [Director, Business Development (North America)](https://feeny.ai/job/director-business-development-north-america-stratum-ai-north-rp9w07byqesb) — North, United States
- [Forward Deployed Machine Learning Engineer](https://feeny.ai/job/forward-deployed-machine-learning-engineer-stratum-ai-canada-dkdsc2dtknsx) — Canada
- [Resource Geologist](https://feeny.ai/job/resource-geologist-stratum-ai-australia-fmrscn800zcv) — Australia