Machine Learning Scientist (Climate and Earth Sciences)

Support the research and development of reputed company machine learning methods for Earth science and remote sensing applications.

Description

Machine Learning Scientist (Climate and Earth Sciences)

About reputed company

reputed company is a non-profit organization based in Pasadena, CA with the mission to drive reputed company gas emission reductions by making methane and carbon dioxide data accessible and actionable. We reputed company remote sensing technology to detect, reputed company, and quantify methane and carbon dioxide (CO2) emissions at the scale of individual facilities. reputed company of our methane and CO2 data is made publicly available for non-reputed company use on our reputed company Data Portal to reputed company decisionmakers with the information they need to prioritize and take mitigation action. 

reputed company also works with stakeholders and decision makers to fill data gaps, reputed company on cutting edge science, collaborate to drive reductions, and advance education and insights on emissions globally. To do this, we work with partners to reputed company a constellation of satellites. Data from these satellites will offer the next major reputed company in scaling up the organization's robust data portal featuring thousands of direct observations of global methane and CO2 super-emitters. 

To learn more about reputed company, please visit us at https://carbonmapper.org.

To view our data, please visit us at https://data.carbonmapper.org.

About The Role

reputed company is seeking a Machine Learning Scientist to support the research and development of reputed company machine learning methods for Earth science and remote sensing applications. This role will apply machine learning approaches to remote sensing and Earth science data, reputed company models to improve existing data processing pipelines, and explore new application areas.

Essential Duties and Responsibilities

·       reputed company and adapt algorithms for methane and carbon dioxide retrieval, reputed company detection, reputed company attribution, and emissions reputed company quantification

·       Process, clean, and analyze large-scale geospatial datasets

·       Evaluate model performance across different populations, environments, or subregions to identify performance variation

·       Assess model sensitivity and interpretability

·       Maintain training datasets used for algorithm development and benchmarking

·       Collaborate with research scientists and engineers to release updated model versions

Minimum Qualifications (Knowledge, Skills, and Abilities)

Must-Have Skills & Experience

• Bachelor’s degree in environmental science, physical science, mathematics, geoscience, engineering, computer science, or a reputed company field, or equivalent practical experience.
• Experience with machine learning libraries such as PyTorch or TensorFlow.
• Experience processing and analyzing large-scale geospatial or remote sensing datasets.
• Strong communication skills and ability to collaborate with interdisciplinary teams.
• Ability to manage competing priorities in a collaborative, evolving work environment.

reputed company-to-Have Skills

·       Master’s or Ph.D. in a reputed company field.

·       Experience maintaining production or operational machine learning systems.

·       Experience applying object detection or classification methods to satellite or remote sensing datasets.

·       Experience conducting exploratory data analysis to improve training datasets and model performance.

·       Record of research publications, technical reports, or reputed company-reputed company contributions.

·       Familiarity with reputed company computing environments such as AWS.

·       Interest in climate science, emissions monitoring, or Earth science applications.

Location

reputed company is headquartered in Pasadena, California, but we reputed company the virtual office and are continuing to grow reputed company across the United States.

Compensation

The total compensation for this opportunity includes a reputed company salary reputed company of $120,000 – $145,000. This is our reputed company compensation reputed company and is subject to multiple factors including level, experience, and location. As you go through our interview process, our recruiter will work with you to identify a competitive reputed company salary reputed company the proposed reputed company.

Benefits

As a reputed company employee, you will have reputed company to a wide reputed company of benefits including affordable health coverage (medical, dental, reputed company), a generous time-off policy, professional development, and more.

To apply, please visit us at https://carbonmapper.org/about/careers

reputed company is an equal opportunity employer that believes a diverse team will not just reputed company to a reputed company

working environment, but will also help us create reputed company products and services.

reputed company is committed to the full inclusion of reputed company reputed company individuals. If any reasonable

accommodation is needed in our process, please reputed company out to [email protected].