ECS is seeking an AI/ML Engineer to support an Artificial Intelligence initiative, providing data management and technical architecture support for Artificial Intelligence development
Requirements
- Experience working with cloud technologies (Amazon Web Services, Microsoft Azure, etc.)
- Experience with industry standard machine learning & deep learning frameworks (TensorFlow and PyTorch, OpenCV, Keras)
- Familiarity with data annotation and curation tools (CVAT, Roboflow, etc.)
- Experience developing and executing test plans for computer vision models, identify bugs and issues, and validating model performance
- Familiarity with computer vision model performance metrics such as mAP, F1, Precision, Recall, etc.
- Experience with Linux OS (RHEL, Ubuntu)
- Experience with programming languages Python, Bash, Java, and/or SQL
Responsibilities
- Work closely with data engineers and architects to engineer Extract, Transform, Load (ETL) solutions to prepare raw data for ingest into machine learning (ML) environments for algorithm training, tuning and evaluation
- Design, develop and maintain data services and/or pipelines as part of an Agile/Scrum team
- Support continuous process automation for data ingest
- Support the development and integration of ML algorithms for testing and operational deployment
- Perform data analysis to assist in decision-making
- Assist in architecture design for cloud and on-premise solutions
- Work with program management and engineers to implement and document complex and evolving requirements
Other
- Must be a US Citizen and have an active Secret security clearance with the ability to obtain a Top Secret clearance
- Possess a Bachelor’s degree in data science, Mathematics, Statistics, Information Management, Computer Science, Engineering, or an equivalent STEM field
- 5-7+ years of working experience in one of the related areas: Data Science, Computer Science or Computer Engineering
- Excellent communication and presentation skills
- Up to 10% travel required to support onsite collaboration at ECS Fairfax, VA location
