General Atomics Aeronautical Systems, Inc. (GA-ASI) is looking to develop and deploy end-to-end autonomous systems that enable unmanned aerial systems (UAS) to execute autonomous missions
Requirements
- Must have an understanding of machine learning concepts, principles, and theory
- Experience in developing and leading scalable software architectures from scratch
- Experience in optimizing AI models to meet edge processing requirements
- Strong coding skills in Java, Java Script, C/C++, Python
- Experience in AI frameworks such as Tensorflow and pyTorch
- Technical expertise in the application of engineering principles, concepts, theory, and practice as well as project management and leadership skills including organizing, planning, scheduling, and coordinating workloads to meet established deadlines or milestones
Responsibilities
- Develops and communicates descriptive, diagnostic, predictive and prescriptive insights/algorithms of limited scope
- In product/systems improvement projects, uses machine language and statistical modeling techniques to include but not limited to decision trees, logistic regression, Bayesian analysis and others to develop and evaluate algorithms to improve product/system performance, quality, data management and accuracy
- In both theoretical development environments and specific product design, implementation and improvement environments, uses programming language and technologies to translate algorithms and technical specifications into code
- Completes programming and implements efficiencies, performs testing and debugging
- Applies deep learning technologies to give computers the capability to visualize, learn and respond to situations of limited scope
- Lead technical teams and scope challenging projects into executable sprints
- Drive code reviews to help team adhere to general DevSecOps and MLOps best practices
Other
- Typically requires a bachelors or master's degree in computer science, engineering, mathematics, or a related technical discipline from an accredited institution and two or more years of machine learning experience with a bachelors degree
- Excellent verbal and written communication skills
- Must be able to work both independently and on a team
- Able to work extended hours as required
- Ability to obtain and maintain a DoD security clearance is required
