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Senior Geospatial Data Scientist
Regrow Ag Inc.Remote - US, United StatesRemotefull_timeVerifiedPosted 11 Dec 2023
About the role
Senior Geospatial Data Scientist Team: ScienceLocation: Remote
Who We Are
We are a climate tech company committed to reversing climate change. How do we reach this lofty goal? By ushering the agriculture industry into the new era!
Founded by globally recognized innovators in science and ag technology, Regrow is unlocking the power and profitability of resilient agriculture across the supply chain — supporting industry leaders, from growers to global food brands. Regrow combines best-in-class agronomy, soil and carbon modeling, remote sensing and AI to deliver customized, site-specific, scalable solutions to the agri-food industry.
Our customers are frontrunners in agri-food and agtech (Cargill, General Mills, Nutrien, Unilever), ranging from global market operators, project developers, global food brands, and independent farmers. We help partners measure their impact on the environment, model and implement changes that will be environmentally and financially sustainable, and track partners’ progress against sustainability goals.
We're backed by leading investors, such as Galvanize Climate Solutions, Microsoft's Venture Fund, Cargill, The Grantham Environmental Trust (NCO), TIME Ventures, Main Sequence Ventures (MSEQ), and more, all of whom believe in our vision to change the world through resilient agriculture.
Our Mission:Agriculture has the power to reverse climate change. We believe science and technology can help us get there. Our goal is to use farmland to cool the earth.
We are currently monitoring 1.2B acres of land (10% of global arable land). This year alone, with just one project, our carbon emissions reductions are equivalent to taking 17,000 cars off the road! We are already on our way to a more sustainable planet.
Growth You’ll Foster
As a Geospatial Data Scientist at Regrow, you will create the data products behind our agricultural monitoring, reporting, and verification tools. Using your expertise in imagery analysis and machine learning, you will build tools Regrow uses to identify regenerative agricultural practices globally, allowing growers and the companies that depend on them to build more sustainable supply chains.
Does this sound like your dream job? If so, go ahead and apply for the position and we’ll be in touch. We appreciate your interest in Regrow.
While it may go without saying once you see the diversity on our current team, we encourage diversity on our team at all levels of the company. We are committed to fostering a diverse, inclusive environment and
Who We Are
We are a climate tech company committed to reversing climate change. How do we reach this lofty goal? By ushering the agriculture industry into the new era!
Founded by globally recognized innovators in science and ag technology, Regrow is unlocking the power and profitability of resilient agriculture across the supply chain — supporting industry leaders, from growers to global food brands. Regrow combines best-in-class agronomy, soil and carbon modeling, remote sensing and AI to deliver customized, site-specific, scalable solutions to the agri-food industry.
Our customers are frontrunners in agri-food and agtech (Cargill, General Mills, Nutrien, Unilever), ranging from global market operators, project developers, global food brands, and independent farmers. We help partners measure their impact on the environment, model and implement changes that will be environmentally and financially sustainable, and track partners’ progress against sustainability goals.
We're backed by leading investors, such as Galvanize Climate Solutions, Microsoft's Venture Fund, Cargill, The Grantham Environmental Trust (NCO), TIME Ventures, Main Sequence Ventures (MSEQ), and more, all of whom believe in our vision to change the world through resilient agriculture.
Our Mission:Agriculture has the power to reverse climate change. We believe science and technology can help us get there. Our goal is to use farmland to cool the earth.
We are currently monitoring 1.2B acres of land (10% of global arable land). This year alone, with just one project, our carbon emissions reductions are equivalent to taking 17,000 cars off the road! We are already on our way to a more sustainable planet.
Growth You’ll Foster
As a Geospatial Data Scientist at Regrow, you will create the data products behind our agricultural monitoring, reporting, and verification tools. Using your expertise in imagery analysis and machine learning, you will build tools Regrow uses to identify regenerative agricultural practices globally, allowing growers and the companies that depend on them to build more sustainable supply chains.
What you will do:
- Design, implement, and deploy Deep learning and Machine Learning models for imagery time series analysis, classification, and segmentation. Applications are focused on agriculture, rangeland management, and land cover/land use mapping.
- Identify and integrate relevant remote sensing and other spatial datasets for model development and improvement, including multispectral and SAR satellite imagery, weather and soil data, in-field measurements, and farm machinery datasets.
- Leverage familiarity with current best practices in remote sensing science and machine learning to drive innovation across the Data Science organization.
- Provide domain expertise to cross-functional discussions about product design, improvement, and implementation. Advocate for practical, relevant, and scientifically valid solutions.
- Contribute across the full product life-cycle: conduct R&D on potential focus areas, develop proof of concept data products for new offerings, and iterate on existing models to improve core products.
- Mentor junior members of the team, facilitating the development of technical expertise and science communication skills.
Qualifications:
- Advanced degree or equivalent experience in Earth Science, Remote Sensing, Computer Science, Statistics, Artificial Intelligence, or a related field.
- Experience building statistical and machine learning models using remote sensing datasets.
- Familiarity with deep learning approaches (e.g. transformers) and experience in using deep learning frameworks such as PyTorch, Keras, or TensorFlow.
- Strong Python programming skills, including scientific and machine learning libraries (NumPy, SciPy, SKLearn, TensorFlow, Keras, etc).
- Ability to apply standard software development processes and clearly document results.
- Demonstrated ability to utilize remote sensing imagery for large-scale monitoring and/or modeling of agriculture and/or natural ecosystems.
- Excellent English language presentation and communication skills
Desirable Skills: (bonus if you have them):
- Experience working on agricultural applications in South America and/or Europe
- Familiarity with Google Earth Engine or other cloud-based satellite imagery analysis environment
Does this sound like your dream job? If so, go ahead and apply for the position and we’ll be in touch. We appreciate your interest in Regrow.
While it may go without saying once you see the diversity on our current team, we encourage diversity on our team at all levels of the company. We are committed to fostering a diverse, inclusive environment and
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