Data Scientist/ Ocean Engineer
1 day ago
CSS, Inc. is seeking a highly skilled Data Scientist/ Ocean Engineer to join our interdisciplinary research team. The successful candidate will be responsible for developing and productionizing code in applied science, commercial, or business enterprises, with a focus on computer vision and machine learning applications.
Key Responsibilities- Assist in marine mapping related projects by working with principal investigators to understand their project objectives and help develop solutions for automation at scale.
- Work with other NCCOS data scientists to facilitate deployment of automation and AI solutions on local machines or cloud environments.
- Implement and/or 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.
- Master's degree in Computer Science, Machine Learning, Information Technology, Computational Biology or Ecology, or similarly related field.
- Minimum of 1-3 years of experience with developing and productionizing code in applied science, commercial, or business enterprises.
- Programming skills in Python, or any C-based language; knowledge of R, Javascript, or other scripting language would be an advantage.
- Experience working on computer vision applications including but not limited to: 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; manipulating data stored in file formats including in PLY, LAS, and LAZ.
- 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 is expected.
- 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;
- Non-U.S. citizens must possess current documentation authorizing employment in the United States and meet the minimum security requirements for access to federal facilities;
- A National Agency Check and Inquiries (NACI) background check and fingerprinting will be required.
- Experience working with environmental, ecological, or marine datasets.
- Experience working with geospatial data (optical, side-scan, synthetic aperture sonar, underwater lasers) obtained from marine-related vehicles including ROVs, AUV, ASVs, or previous work with autonomous driving vehicles.
- Experience with machine learning and computer vision libraries such as PyTorch, TensorFlow, Keras, OpenCV, Metashape, Open3D, and CloudCompare would be an advantage.
- Experience with writing code in Robotic Operating System (ROS) would be an advantage.
- Experience with GIS software including ArcGIS, QGIS, as well as geospatial coding libraries, would be beneficial
- Experience with containerization frameworks such as Docker, as well as virtual environments including Pip and Anaconda, and packaging Python projects.
- Experience in creating scripts and programs with GUIs.
- Familiarity with deploying code and models to Cloud providers such as Azure, and experience with Azure's Machine Learning Studio
- Record of academic publication;
- Ability to go to sea aboard a research vessel or other field research
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. In addition to federal law requirements, CSS complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.
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