Algorithm Engineer - Sensor Data Processing

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greeHill Europe Kft.
Munkavégzés helye

Budapest

Munkaidő, foglalkoztatás jellege
- Alkalmazotti jogviszony
- Általános munkarend
Elvárások
- Angol középfok
- Nem kell tapasztalat
- Főiskola

Állás elmentve

A hirdetést eltávolítottuk a mentett állásai közül.

Responsibilities

Design and implement algorithms to process and analyze sensor data from sources like LiDAR, images, and satellite imagery
Create algorithms to transform sensor data into actionable insights, such as reconstructing 3D models, segmenting spatial data, or detecting environmental features
Develop techniques for preprocessing raw sensor data, including noise filtering, sampling, and quantization
Optimize algorithms for performance and scalability to handle large, complex datasets efficiently
Integrate data from multiple sensor types to enhance the accuracy and detail of digital representations
Contribute to the continuous improvement of data processing tools, methods, and pipelines
Stay informed about advancements in sensor data processing, computer vision, and geospatial analysis

Requirements

Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, Robotics, or a related field
Strong proficiency in Python, with experience using libraries such as numpy, pandas, open3d, and opencv
Solid foundation in algorithms and data structures
Practical knowledge of processing sensor data such as LiDAR point clouds and image data
Familiarity with computer vision techniques such as feature detection, segmentation, or 3D reconstruction
Strong problem-solving skills and attention to detail
Ability to collaborate effectively with multidisciplinary teams
Excellent communication skills

Nice-to-have

Experience with geospatial data processing and tools such as GDAL and rasterio
Knowledge of mapping techniques like structure from motion or SLAM
Familiarity with clustering methods such as HDBSCAN and DBSCAN
Understanding of data structures like graphs and trees for spatial information
Exposure to machine learning tools such as sklearn and pytorch
Experience optimizing algorithms for computational efficiency and scalability

Workplace extras

Shower
Corporate events
Bicycle storage
Sports facilities
Dog friendly

Company info

greehill is a global leader in nature-based smart-city solutions, driven by a passion for sustainability and innovation. We harness advanced technologies like remote sensing and machine learning to transform urban green spaces. Our cloud-based platform empowers cities to improve citizen well-being while reducing operational costs, using data from LiDAR scanners and camera systems to create digital twins of urban trees. With offices in Budapest, Hannover, Singapore, San Francisco, and Paris, we’re driving sustainability on an international scale.