Algorithm Developer
Core
Build algorithms that fuse multi-sensor field acquisitions and existing underground records to create accurate subsurface maps, automating tasks previously done by geophysicists and civil engineers.
Role type
Senior IC algorithm engineer (multi-sensor fusion & geophysics)
Builds
Production algorithms for underground mapping
Domain
Geophysics, subsurface mapping, multi-sensor fusion (via careerplan.io/jobs/89-005-EF-273-algorithm-developer-at-exodigo)
Deliverable
production ML models
Required skills
machine learning, graph theory, computational geometry, statistics, optimization, data analysis, Python (Pandas, NumPy, SciPy, PyTorch)
Preferred skills
GIS, BIM data, 3D modelling, LLMs for document extraction, AWS cloud development
Technologies
PyTorch, Pandas, NumPy, SciPy
Responsibilities
Translate physical and engineering problems into mathematical models; Design algorithms to fuse heterogeneous sensor modalities and data types; Extract structure from noisy signals with scarce ground truth; Build evaluation methodologies for algorithm performance; Partner with analysis teams to benchmark and iterate on performance.
