Machine Learning Engineer

Company: General Atomics
Location: Poway
Posted on: November 15, 2024

Job Description:

General Atomics Aeronautical Systems, Inc. (GA-ASI), an affiliate of General Atomics, is a world leader in proven, reliable remotely piloted aircraft and tactical reconnaissance radars, as well as advanced high-resolution surveillance systems.We are looking for an experienced Machine Learning Engineer to join our team in Poway, CA. This person will support a team in system development and will bring prior expertise in Software Development and Machine Learning to scale data-driven sensing systems. The ideal candidate will have or be willing to learn a wide breadth of engineering knowledge to support writing target detection algorithms for RF sensing systems such as Air to Ground, Air to Air and Surface to Air Radar, Electronic Intelligence, Electronic Attack and Electronic Protection.DUTIES AND 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 problems.
• May function in a project leadership role providing direction and development roadmap to experienced professional staff.
• Formulates plans 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; ensures that appropriate documentation, testing, maintenance, and engineering updates are completed.
• 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 organizations, and participates in the development of new or expansion of existing business.
• Determines technical objectives for solution(s) to advanced technical engineering problems.
• Represents the organization as a prime technical contact within the 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.
• 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.
• Participates in or may lead the development of new or expansion of existing business opportunities.
• Maintains the strict confidentiality of sensitive information.
• Performs other duties as assigned.
• Responsible for observing all laws, regulations, and other applicable obligations wherever and whenever business is conducted on behalf of the Company. Expected to work in a safe manner in accordance with established operating procedures and practices.Job Qualifications:
  • Typically requires a master's degree or PhD in engineering or a related technical discipline from an accredited institution and progressive engineering experience as follows: four or more years of experience with a bachelor's degree or two or more years of experience with a master's degree. May substitute equivalent engineering experience in lieu of education.
  • Demonstrates a detailed and extensive technical expertise and application of engineering principles, concepts, theory, and practice with the ability to organize, plan, schedule, conduct, and coordinate workloads to meet established deadlines or milestones with some experience in project leadership.
  • 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.
  • Ability to obtain and maintain a DOD security clearance required.Salary: $116,480 - $208,505
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Keywords: General Atomics, Carlsbad , Machine Learning Engineer, Engineering , Poway, California