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.
Required Experience
Required:
- Bachelor’s degree in Computer Science, Data Science, Computer Engineering or closely related field
- Proficiency in programming languages: Python and C++
- Familiarity with integration of computer vision models like (YOLO) with Robotic Operating Systems (ROS)
- Experience designing and managing data pipelines and workflows
- Ability to obtain and maintain a Secret security clearance within six months of hire; U.S. Citizenship required
Preferred:
- Previous hands-on experience with drones
- Previous experience working with the US military or DoD
- Working knowledge of deep learning framework, ie PyTorch, CNN, ect.
- Familiarity with data analysis and presentation tools
Applicant selected will be subject to a government security investigation and must meet eligibility requirements for access to classified information. COLSA Corporation is an Equal Opportunity Employer, Minorities/Females/Veterans/Disabled. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, or national origin.