General Atomics Aeronautical Systems, Inc

Machine Learning Engineer IV

Poway, CA 92064In-Person
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's, Master's or PhD in computer science, engineering, mathematics or related field with extensive machine learning experience.
  • Advanced technical knowledge in designing AI and machine learning solutions.
  • Proficiency with both cloud-based and on-prem DevOps platforms and processes.
  • Experience configuring and deploying solutions in AWS and/or Azure.
  • Strong organizational skills for planning and coordinating project work.
  • Familiarity with ITAR/EAR standards and export-controlled technical data regulations.

Responsibilities

  • Lead the design and development of integrated generative AI models and solutions.
  • Collaborate with cross-functional teams to create ethically sound AI solutions.
  • Establish coding standards and quality assurance processes for AI/ML projects.
  • Ensure compliance with best practices and security protocols for AI systems.
  • Design new processes for integrating AI/ML into Government Cloud workflows.
  • Automate AI model deployment and monitoring processes.
  • Support the growth of the AI Agentic Platform Architecture and foster innovation in AI initiatives.

Benefits

  • Professional development and mentorship opportunities.
  • Collaborative work environment promoting innovation and continuous learning.
  • Access to cutting-edge technology and AI resources.
  • Involvement in high-impact projects directly tied to business goals.
Full Job Description
Job Summary

Under consultative direction, this position plays a crucial role in shaping our AI strategy, driving generative AI development, maturing our machine learning platforms and processes, and ensuring excellence across our AI/ML initiatives. They will support our long-range strategy, goals, and objectives by designing and developing AI solutions using cloud and on-prem software platforms including Azure, AWS, and others as needed.

DUTIES AND RESPONSIBILITIES:

Generative AI Development:
  • Lead the design, development, and deployment of integrated custom solutions that leverage generative AI models using various design patterns including Prompting & Context Management, Responsible AI, RAG, Agentic & Multi-Agent workflows, and AI for data analytics.
  • Collaborate with data scientists, engineers, and subject matter experts to create AI solutions that provide significant value to the company while keeping ethical considerations and bias mitigation as a priority.
  • Design AI solutions with data-classification and sensitivity controls to prevent CUI/export-controlled data exposure to unauthorized environments.
Standards and Best Practices
  • Establish coding standards, documentation practices, and quality assurance processes for AI/ML projects.
  • Ensure compliance with industry best practices and security protocols such as but not limited to: NIST 800-171, CMMC Level 2, NIST AI RMF and the DoD Responsible AI principles.
  • Foster close working partnerships with cyber, risk management and other compliance stakeholders.
LLM Ops Integration
  • Design and develop new processes to support the integration of AI/ML pipelines into our GovCloud / Azure Government / GCC High, IL4, CI/CD workflows.
  • Automate model deployment, testing, monitoring, and scaling.
  • Integrate into approved change control process
  • Responsible for model administration, observability, and governance
AI Center of Excellence
  • Support the design, build, and growth of our AI Agentic Platform Architecture.
  • Drive innovation by staying abreast of AI trends and fostering a culture of continuous learning.
  • Collaborate with cross-functional teams to identify new AI opportunities and pilot projects that align with business goals.
  • Provide mentorship and technical guidance to other developers in ITS and the business, establishing a Community of Practice for AI.
  • Provide second/third tier user support for AI solutions as needed.
  • May act in a technical leadership role to lead cross-functional teams in the development and delivery of AI solutions.
  • 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.
  • Performs other duties as assigned.


Job Qualifications

  • Typically requires a bachelors masters degree or PhD in computer science, engineering, mathematics, or a related technical discipline from an accredited institution and progressive machine learning experience as follows; nine or more years of experience with a bachelors degree, seven or more years of experience with a masters degree, or four or more years with a PhD. May substitute equivalent machine learning engineer experience in lieu of education.
  • Must demonstrate the application of advanced technical principles, theories, concepts, and techniques in the design of machine learning and artificial intelligence solutions.
  • Must be proficient with DevOps platforms and processes either cloud based or on-prem.
  • Must be experienced with configurating and deploying solutions in AWS and/or Azure cloud platforms.
  • Must have excellent organization skills including planning and coordinating work assignments to meet project milestones or completion dates.
  • Should be familiar with ITAR/EAR standards or handing export-controlled technical data.
  • Should be familiar with CUI, ITAR, and proprietary data regulations.
  • Must be customer focused and possess:
    • the ability to identify and analyze issues and develop solutions to complex problems;
    • strong analytical, verbal and written communication skills to accurately document, report, and present findings;
    • strong interpersonal skill to interface with all levels of employees, management and external contacts; and
    • strong computer skills.
  • Ability to work independently or in a team environment is essential.

About General Atomics Aeronautical Systems, Inc

General Atomics Aeronautical Systems, Inc. (GA-ASI) is a leading designer and manufacturer of remotely piloted aircraft (RPA) systems, radars, and electro-optic and related mission systems, including the Predator® RPA series and the Lynx® Multi-mode Radar. GA-ASI provides long-endurance, mission-capable aircraft with integrated sensor and data link systems required to deliver persistent situational awareness and rapid strike capabilities. The company is headquartered in Poway, California, and has additional offices and facilities around the world.
Learn more about General Atomics Aeronautical Systems, Inc
Size
14,000 employees
Industry
Founded
1955

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