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Senior Tomographic Reconstruction & Algorithm Engineer (Active Muon Imaging)

ignite • Germany
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Leads end-to-end tomographic reconstruction pipelines converting raw particle track data into precise 3D density maps for industrial quality control, security, and medical diagnostics. Requires PhD in physics/computer science, post-doctoral experience, and expertise in POCA/ASR algorithms. Must optimize grid performance, handle high-flux track statistics, and deliver production-grade software.

Key Highlights
End-to-end ownership of tomographic reconstruction pipelines for industrial applications
Advanced algorithm development including POCA, ASR, and likelihood optimization
Production-grade software delivery with fixed I/O formats for long-term use
Key Responsibilities
Develop and optimize tomographic reconstruction algorithms for particle track data
Design and implement adaptive/multi-resolution grids for performance optimization
Integrate multi-modal data fusion techniques into reconstruction pipelines
Resolve high-flux track pile-up and hit-ambiguity issues in detectors
Transition research code into production-grade software tools
Technical Skills Required
Tomographic Reconstruction (POCA/ASR) Particle Track Data Processing High-Performance Numerical Optimization
Benefits & Perks
Substantial employee equity package
Comprehensive international relocation assistance and full visa sponsorship
Direct access to multi-GeV beamlines and elite research networks
Nice to Have
Proficiency in German or Estonian
Experience with likelihood optimization frameworks
Collaborative research background in particle physics or AI

Job Description

Join a pioneering deep-tech team developing safe, rapid, and accurate active muon imaging solutions tailored for industrial quality assessment, security and customs inspection, and advanced medical diagnostics. Operating at the intersection of advanced particle physics, cutting-edge AI, and next-generation particle detectors, our platform delivers high-resolution 3D imaging with automated decision-making.

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