Research Engineer – Procedural Geometry & Computational Modeling

MBZUAI
Anywhere
Workplace: RemoteFull timeFunction: Research & Scientific (R&D)Education: mastersSkills: ["Debugging","Reproducible research"]

Design and implement deterministic, seed-controlled procedural geometry generators for subcellular structures, targeting ~35 organelles. Build parameterized shape synthesis pipelines that transform upstream AI-generated biological outputs into standardized geometry assets for downstream visualization and rendering. Create validation metrics and automated tests for topology, realism, reproducibility, and performance, while collaborating with visualization engineers, AI researchers, and computational biologists in an agile research environment.

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FursaFursa
MBZUAI
MBZUAI
5 months ago

Research Engineer – Procedural Geometry & Computational Modeling

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 10 hours agoStatus: Live
Reposted: similar role first listed 1 month ago

Job Summary

Design and implement deterministic, seed-controlled procedural geometry generators for subcellular structures, targeting ~35 organelles. Build parameterized shape synthesis pipelines that transform upstream AI-generated biological outputs into standardized geometry assets for downstream visualization and rendering. Create validation metrics and automated tests for topology, realism, reproducibility, and performance, while collaborating with visualization engineers, AI researchers, and computational biologists in an agile research environment.
Location: Anywhere
Workplace: Remote
Employment Type: Full time
Job Function: Research & Scientific (R&D)
Seniority: Mid level

Key Responsibilities

  • •Design and implement procedural, algorithm-driven geometry generators for subcellular structures.
  • •Develop deterministic, seed-controlled, parameterized shape synthesis pipelines that are testable and reproducible.
  • •Create geometric representations balancing biological plausibility, computational efficiency, and visual fidelity.
  • •Integrate upstream AI model outputs via schema- and configuration-driven interfaces to standardized geometry assets for visualization/rendering.
  • •Build validation metrics and automated tests for topology correctness, realism, reproducibility, and performance while maintaining version control.

Key Requirements

  • •Master’s degree in Computer Science, Computational Geometry, Computer Graphics, or a related field.
  • •Demonstrated experience in computational geometry, mesh processing, procedural modeling, or simulation.
  • •Strong algorithmic skills, with proficiency in Python (C++, Rust, or Node.js advantageous).
  • •Solid understanding of geometric data structures, topology, and polygonal mesh generation pipelines.
  • •Experience using Git and collaborative development workflows.
Education:Master's
Skills:DebuggingReproducible research
Tech Stack:PythonC++RustNode.jsGitMachine learning

Company Brief

MBZUAI
Mohamed bin Zayed University of Artificial Intelligence is a graduate-level research university in Abu Dhabi focused on AI education, research, and industry collaboration. It offers advanced programs in machine learning, computer vision, natural language processing, and related fields.
Industry: Higher Education
Company Size: Large (251 to 1,000 employees)
Growth: Government & Public Sector
Funding: Government Funded
Headquarters: Abu Dhabi, United Arab Emirates
Founded: 2019
WebsiteLinkedIn