Data Scientist/Ocean Engineer

3 weeks ago

Beaufort, North Carolina, United States CSS, Inc Full time
Job Opportunity

CSS, Inc is seeking a highly skilled Data Scientist/Ocean Engineer to join our interdisciplinary research team. As a key member of our team, you will be responsible for developing and implementing advanced data analysis and machine learning techniques to support marine ecosystem management, conservation, and spatial planning.

Key Responsibilities
  • Develop and productionize code in applied science, commercial, or business enterprises using Python, C-based languages, or other scripting languages.
  • Work with computer vision applications, including image classification, semantic segmentation, instance segmentation, object detection, and point cloud classification.
  • Collaborate with other NCCOS data scientists to facilitate deployment of automation and AI solutions on local machines or cloud environments.
  • Implement and develop computer vision and machine learning algorithms for analyses, including algorithms for model selection, validation, skill assessment, and ground-truthing.
  • Lead and contribute to peer-reviewed publications, presentations, and technical memoranda.
  • Provide analytic and technical guidance to team members.
  • Travel to federal and state laboratories, academic institutions, and field missions as part of collaborative research projects.
Requirements
  • Master's degree in Computer Science, Machine Learning, Information Technology, Computational Biology, or Ecology.
  • Minimum of 1-3 years of experience with developing and productionizing code in applied science, commercial, or business enterprises.
  • Programming skills in Python, C-based languages, or other scripting languages.
  • Experience working on computer vision applications, including image classification, semantic segmentation, instance segmentation, object detection, and point cloud classification.
  • Experience working with point cloud datasets derived from Structure-from-Motion, LiDAR, or sonar.
  • Experience working with open-source libraries to prepare data, fine-tune models, perform inference, and deploy models to cloud / production environments.
  • Proficiency in version control tools such as Git, and GitHub.
  • Demonstrated excellence in written and oral scientific communication skills.
  • Demonstrated experience working independently and with a team.
  • Ability to work effectively in a team-oriented, multi-project, multi-disciplinary environment.
Preferred Qualifications
  • Experience working with environmental, ecological, or marine datasets.
  • Experience working with geospatial data obtained from marine-related vehicles.
  • Experience with machine learning and computer vision libraries such as PyTorch, TensorFlow, Keras, OpenCV, Metashape, Open3D, and CloudCompare.
  • Experience with writing code in Robotic Operating System (ROS).
  • Experience with GIS software including ArcGIS, QGIS, as well as geospatial coding libraries.
  • Experience with containerization frameworks such as Docker, as well as virtual environments including Pip and Anaconda.
  • Experience in creating scripts and programs with GUIs.
  • Familiarity with deploying code and models to Cloud providers such as Azure.

CSS, Inc is an Equal Opportunity/Affirmative Action Employer who provides equal employment opportunities to all employees and applicants for employment without regards to race, color, religion, sex, gender identity, sexual orientation, pregnancy, national origin, age, disability, veteran status or genetic information.

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