Noam Miron
R&D Leader Building Computer Vision and AI Systems for Robotics in the Climate Space
About Albo Climate
Albo Climate is a pioneering innovative technology startup to scale nature based-solutions in the carbon credit market, thereby helping humanity mitigate the effects of climate change and preserve nature. Our core technology lies in applying AI to satellite images to monitor the carbon dioxide removed by vegetation in a variety of ecosystems. Albo Climate is headquartered in Tel Aviv, Israel, and is composed of a passionate team of scientists, engineers and business leaders from Israel, Spain, Ecuador and the UK.
Job Description
- Develop deep learning convolutional models for classification and segmentation of large scale satellite imagery
- Data organization, preprocessing, refinement and augmentation techniques
- Data analysis, denoising, outlier removal and anomaly detection
- Transfer learning to other ecosystems and geospatial environments
- Develop deep learning recurrent models for time series prediction and forecasting
- Collaborate with our fullstack team to deploy models
Qualifications
- 5+ years of professional experience in Computer Science/Engineering focusing on Deep learning in the field of Computer Vision/Remote sensing/Satellite imagery
- BSc in Computer Science/Engineering (MSc/Phd advantage)
- Experience in implementing AI algorithms and familiarity with relevant frameworks ( Pytorch and Pytorch-Lightning);
- Experience working with big datasets, tools and environments.
- Experience in predicting ecosystem properties will be considered as an advantage.
- Able to parallelize the deployment of the models for efficient usage of GPUs
- Ability to write clear, robust and reusable code, and document it well
- Strong computer science fundamentals (container management, Git, shell);
- Experience conducting uncertainty estimations.
- Great communication and technical writing skills.
- Fluent in English.
- Teamplayer, positive attitude and care about the environment:)
Show more Show less רמת ותק
לא ישים
סוג תעסוקה משרה מלאה
תעשיות
Software Development
הפניות מגדילות את סיכוייכם להתראיין פי Albo Climate 2
ראה את מי שאתה מכיר
קבלת הודעה על משרות חדשות Deep Learning Specialist ב Tel Aviv District, Israel -. היכנס כדי ליצור התראת עבודה