Optical Sensor Image Processing Expert
14 hours ago
The successful candidate will lead the development of a high-performance image processing pipeline for satellite optical sensors.
Key Responsibilities:
- Pipeline Development and Optimization: Design, develop, and implement efficient and scalable solutions from raw data ingestion to analysis-ready outputs.
- Algorithm Design and Implementation: Develop and optimize algorithms for key image processing stages, including radiometric and geometric correction, atmospheric correction, image enhancement, mosaicking, and orthorectification.
- Data Preprocessing Techniques: Oversee the development of robust preprocessing techniques to handle satellite imagery (noise reduction, calibration, sensor alignment, etc.) for optimal analysis accuracy.
- Advanced Image Analysis Techniques: Apply cutting-edge techniques such as deep learning, object detection, and spectral analysis to extract meaningful insights from optical imagery (e.g., DEM/DSM, change detection).
- Cloud and On-Premise Integration: Develop and implement solutions for cloud-based processing (e.g., AWS, Google Cloud) or hybrid environments to handle large-scale satellite data efficiently.
- Automation and Scalability: Ensure the pipeline is automated, efficient, and scalable to handle high-volume satellite data processing tasks.
- Team Leadership and Mentorship: Provide technical leadership and mentorship to a team of engineers and researchers, guiding them through the design and development of components within the processing pipeline.
- Cross-Functional Collaboration: Work closely with other teams, including data scientists, software engineers, and GIS specialists, to integrate image processing pipelines into broader systems and applications.
- Quality Assurance: Ensure the pipeline delivers high-quality, accurate image products by implementing quality assurance practices and validating outputs against ground truth or reference data.
- Research and Innovation: Stay up-to-date on the latest advances in optical remote sensing, image processing technologies, and machine learning applications, and incorporate innovations into pipeline development.
- Documentation and Reporting: Maintain thorough documentation of the pipeline architecture, algorithms, processes, and development timelines, and report progress to key stakeholders.
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Bengaluru, Karnataka, India beBeeEngineer Full timeJob DescriptionSpearhead the development of high-performance image processing pipelines for satellite optical sensors.Lead a team of engineers and researchers to design, develop, and implement efficient pipelines from raw data ingestion to analysis-ready outputs.Pipeline Architecture & Development: Design, develop, and implement efficient, scalable image...
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