Autonomous Systems Data Scientist (Junior)
About The Position
Develops and applies interdisciplinary methods, algorithms, statistics, and research techniques in the development of data driven solutions to extract knowledge, provide insights, and present information from data in various structures and unstructured forms. Principal Duties and Responsibilities Performs analysis of data systems, such as Big Data systems Combining synthetic and real datasets for algorithmic use, application of domain randomization to reduce reality gaps, and implementing multi-object tracking benchmarks Integration and testing of camera system software projects with video imagery Fusion of data such as RF IQ and training of hyperspectral imagery segmentation and classification Documentation of technical work for technical and non-technical stakeholders, May perform statistical analysis and provide input for reports and dashboards Assists in the development of data products, reports, and dashboards or other display techniques Assists with analyzing data, algorithms, and their interaction to improve algorithm performance May apply advanced statistics, including natural language processing and machine learning to create solutions May assist in data modeling and data virtualization May write code to preprocess and clean data At COLSA, people are our most valuable resource and centered at our core value. We invite you to unite your talents with opportunity and be a part of our “Family of Professionals!” Learn about our employee-centric culture and benefits here .
Responsibilities
- Performs analysis of data systems, such as Big Data systems
- Combining synthetic and real datasets for algorithmic use, application of domain randomization to reduce reality gaps, and implementing multi-object tracking benchmarks
- Integration and testing of camera system software projects with video imagery
- Fusion of data such as RF IQ and training of hyperspectral imagery segmentation and classification
- Documentation of technical work for technical and non-technical stakeholders
- May perform statistical analysis and provide input for reports and dashboards
- Assists in the development of data products, reports, and dashboards or other display techniques
- Assists with analyzing data, algorithms, and their interaction to improve algorithm performance
- May apply advanced statistics, including natural language processing and machine learning to create solutions
- May assist in data modeling and data virtualization
- May write code to preprocess and clean data
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What This Job Offers
Job Type
Full-time
Career Level
Entry Level
Education Level
No Education Listed
