Description

Science Systems and Applications Inc. (SSAI) is seeking a Research Scientist to contribute to the development of machine learning (ML) applications for land surface hydrology. The position involves developing advanced data analytics with model outputs, remote sensing and ground measurements of terrestrial hydrology variables.

The candidate is expected to work on the development and application of state-of-the-art machine learning tools to enhance land surface hydrology models.

Duties Include but no limited to:

  • The candidate will be responsible for software management and development of the AI/ML applications.

  • The candidate will lead development efforts for applications of supervised/unsupervised learning, reinforcement learning, and science-based deep learning that combines physical models with observations.

  • The candidate will present results in peer-reviewed publications and scientific presentations.

  • The candidate will organize meetings and coordinate project efforts.

  • The candidate will write and review technical reports

Required Qualifications

  • MS in a related science field and 5 years of overall related experience or equivalent combination of education and experience.

  • Experience in remote sensing, data assimilation, land surface/hydrological modeling.

  • 4 years of experience in machine learning technologies such as TensorFlow, Keras, and Pytorch on a variety of computing architectures.

  • Proficiency with Python language, Unix and multiprocessor environments is required

  • Experience with organizing meetings and coordinating projects is required.

  • Experience with writing and reviewing technical reports is required.

  • The candidate must have good communication and documentation skills.

  • The candidate must be able to work independently with little oversight.

  • Permanent residency or US Citizenship required.

Desired Qualifications:

  • Experience with formal software development processes, object-oriented programming and knowledge of version control tools.

  • Good knowledge of satellite datasets.

    EOE, including disability/vets

    Physical Requirements: While performing the duties of this job, the employee is regularly required to stand, walk, and use hands to touch, handle or feel objects, tools or controls. The employee frequently is required to talk and hear and occasionally required to reach with hands and arms and stoop, kneel, crouch, or crawl. Must regularly lift and/or move up to 10 pounds, and occasionally lift and/or move up to 25 pounds. Specific vision abilities required by this job include close vision, peripheral vision, depth perception and the ability to adjust focus.