Design and implement algorithms to process and analyze sensor data from sources like LiDAR, images, and satellite imagery, extracting meaningful information about urban trees and environments.
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, to ensure data quality and usability.
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 our data processing tools, methods, and pipelines.
Stay informed about advancements in sensor data processing, computer vision, and geospatial analysis to bring fresh ideas to the team.
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 for data processing and analysis.
Solid foundation in algorithms and data structures, with a focus on solving complex, real-world problems.
Practical knowledge of processing sensor data (e.g., LiDAR point clouds, image data).
Familiarity with computer vision techniques, such as feature detection, segmentation, or 3D reconstruction, applied to real-world data.
Strong problem-solving skills, attention to detail, and a creative approach to tackling technical challenges.
Ability to collaborate effectively with multidisciplinary teams, including engineers and machine learning specialists.
Excellent skills in conveying technical concepts clearly and concisely.
Tech Stack
Numpy
Pandas
Python
Benefits
At greehill, we’re assembling a team of curious, purpose-driven, out-of-the-box thinkers eager to tackle a high-impact mission.
You'll help shape the future of cities worldwide, making them more sustainable and resilient, with the chance to see the tangible impact of your contributions in urban environments.
We seek individuals who strive for excellence and are committed to bringing their best every day.
You'll be surrounded by a passionate team that shares your dedication to making a difference, offering a dynamic environment where your efforts matter.