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Senior Algorithm Engineer – Data Fusion and Mapping
Не указаноПолная занятостьAI & Machine LearningGeospatial SoftwareInfrastructure Technology
Join a multidisciplinary algorithms team developing solutions for subsurface mapping and infrastructure analysis. Build algorithms that combine sensor data and existing records to produce accurate maps, then validate and integrate them into production systems.
Обязанности
- Translate physical and engineering problems into mathematical models and algorithmic solutions.
- Design algorithms that fuse heterogeneous sensor modalities with vector, raster, tabular, and unstructured data.
- Extract structure from noisy signals through detection, segmentation, and interpretation.
- Develop evaluation methodologies that communicate algorithm reliability to downstream engineers.
- Test, benchmark, and improve solutions with mapping and analysis specialists.
- Work with software engineers to integrate algorithms into production pipelines.
Требования
- Bachelor’s degree in electrical engineering, computer engineering, computer science, or a similar technical field.
- At least 5 years of relevant industry experience.
- Strong foundation in machine learning and the judgment to select classical methods when they are more suitable than deep learning.
- Expertise in graph theory, computational geometry, statistics, optimization, and data analysis.
- Strong Python programming skills, including Pandas, NumPy, SciPy, and PyTorch.
- Ability to select and combine technical approaches according to the problem.
Будет плюсом
- Master’s degree in a relevant field.
- Experience with geographic information systems (GIS).
- Experience with building information modeling (BIM) data and 3D modeling.
- Experience using large language models for information extraction from unstructured or scanned documents.
- Experience developing in cloud environments, especially AWS.