General Atomics Aeronautical Systems, Inc. (GA-ASI) is seeking an experienced Machine Learning Engineer to support a team in system development and scale data-driven sensing systems by writing target detection algorithms for various RF sensing systems.
Requirements
- Artificial Intelligence, Machine Learning, Radar, Image Processing, Data Engineering, Data Analyst, Perception.
- Experience with Data Science tools such as Python, Jupyter, Scikit, TensorFlow and PyTorch.
- Familiarity with standard data pipeline and MLOps concepts (frameworks, formats, labeling, databases and visualization).
- Understanding of Machine Learning algorithms and techniques for training and model optimization.
- Understanding of C++ and Object Oriented design.
- General understanding of robotics concepts (coordinate systems, kinematics, sensors and Perception techniques).
- Experience with the Linux command line.
Responsibilities
- With limited direction, this position exercises considerable latitude in determining technical objectives for the review, research, design, development, and/or solution to advanced technical engineering problem (s).
- Formulates plans, typically long term, for solution(s) development, documentation, and deployment, as well as meeting various compliance, reporting, and safety standards.
- Evaluates the integration of the engineering solution within the overall engineering environment; and ensures that appropriate documentation, testing, maintenance, and engineering updates completed.
- Determines technical objectives for solution(s) to advanced technical engineering problems.
- Formulates plans and guides the development and implementation of engineering solution(s) including deployment, resource requirements, testing, documentation, integration and compliance and safety.
- Plans and coordinates the maintenance of engineering solutions including, documentation, reporting, publishing, and making technical and other presentations to ensure viability of the solution(s) in an evolving environment.
- Plans for future applications of solutions based on new developments in engineering technology.
Other
- May function in a project leadership role providing direction and development roadmap to experienced professional staff.
- Communicates with engineering professionals, solution users, and management throughout the solution development cycle, represents the company as a prime technical contact on contracts and/or projects, interacts with senior external personnel on technical matters requiring coordination between the organizations, and participates in the development of new or expansion of existing business.
- Represents the organization as a prime technical contact within and engineering team for assigned project(s)/program(s).
- May function in an advisory or leadership role for a project/program and provide direction and guidance to less experienced professional staff or team of professional staff.
- Ability to obtain and maintain a DOD security clearance required.
