Machine Learning / Computer Vision Expert
ML / CV Expert
Location : Pittsburgh, PA
August 2023
About us : We are farmers and technologists who have witnessed the effects of climate change on outdoor farm production first-hand;
crops that grew readily on our founder’s childhood farm now require costly intervention to achieve the same yield and quality.
This is just a small window into a global problem. According to NASA, the productivity of outdoor farming could decrease by up to 30% by 2030 as climate change accelerates.
The sustainable food supply system of the future will include more indoor-grown crops where production is shielded from volatile climate conditions.
Our mission is to build the infrastructure for indoor growers to leverage modern robotics and data science to expand the scope and competitiveness of indoor-grown crops.
Our big bet : pairing data generated by our integrated system with a specialized AI will give indoor farmers the opportunity to compete with outdoor farmers in a range of new crops / verticals.
We’re looking for a machine learning expert to join our growing team. You will make an impact in the following ways :
- Develop computer vision models to detect and classify plants
- Build a large training dataset for CV models
- Have a foundational role in building and defining all aspects of data and machine learning systems
To be successful on the team, we are looking for someone with the following background :
- Familiarity with deep learning and computer vision models
- Extensive hands-on experience (3-5 years preferred) with computer vision libraries (e.g., OpenCV, pytorch, Keras, scikit-image)
- Knowledge of image segmentation, image classification, and depth estimation tasks
- Experience with common AWS services is preferred, particularly S3 and Lambda
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