Algorithm Developer
exodigo · תל אביב
פיתוח, דאטה וחומרה
על התפקיד
Exodigo is looking for an Algorithm Developer to build algorithms that turn raw subsurface signals into accurate underground maps. The role involves translating physical and engineering problems into mathematical models, fusing heterogeneous data sources, and building evaluation methods with the algorithms team. Experience with GIS, BIM data, 3D modelling, LLMs for information extraction, and AWS is a plus.
דרישות התפקיד
- B.Sc. in technical field such as Electrical Engineering, Computer Engineering, Computer Science or similar.
- 5+ years of relevant industry experience.
- Solid grounding in machine learning, with judgment about when a classical method beats a deep model.
- Expertise in graph theory, computational geometry, statistics, optimization, and data analysis.
- Strong Python programming skills (Pandas, NumPy, SciPy, PyTorch, etc.).
- Versatility in selecting and combining tools to fit the problem at hand.
כישורים
machine learninggraph theorycomputational geometrystatisticsoptimizationdata analysisPythonPandasNumPySciPyPyTorchGISBIM3D modellingLLMsAWS