Soar Technology - Orlando, FL

posted about 2 months ago

Full-time - Mid Level
Orlando, FL
Professional, Scientific, and Technical Services

About the position

The Artificial Intelligence Engineer at SoarTech will play a crucial role in developing AI technologies that adapt and scale to address complex problems across various domains. This mid-level position requires a commitment to the company's core values and involves implementing algorithms, maintaining code, and collaborating with teams to achieve project goals.

Responsibilities

  • Implement algorithms, knowledge bases, complex logic, and other AI technologies into new and existing systems.
  • Build and maintain efficient, reusable, and reliable code.
  • Design, document, implement, debug, and test software.
  • Create plans and estimates for building software features that satisfy requirements.
  • Understand software system specifications and recommend improvements, including understanding the implications of system-level decisions.
  • Ensure that systems are safe and secure against cybersecurity threats.
  • Participate in integrated test sessions with industry partners, academia, and customers/sponsors.
  • Contribute to project vision and milestone development, identifying tasks and supporting team initiatives.
  • Produce documentation on software design, system design, and testing.
  • Collaborate with other engineers, project leads, and program manager to accomplish project goals.
  • Perform other duties as assigned.

Requirements

  • Three (3) years of software programming experience in a similar scope, program, and/or environment.
  • Bachelor's Degree in engineering, computer science, mathematics, physics, or a related discipline.
  • Experience and high proficiency at designing and implementing software components in Python, Java, and/or C++.
  • A general understanding of machine learning algorithms including deep learning, neural network design, deep reinforcement learning, large language models (LLMs), and computer vision.
  • A passion for working with Artificial Intelligence.
  • Ability to analyze and solve challenging technical problems.
  • Experience designing and debugging complex machine learning systems.
  • Experience using task tracking and project management software, such as GitLab or Jira.
  • Excellent written and verbal communication skills.
  • Ability to travel up to 25% to support technical presentations, testing, and integration.
  • Ability to obtain and maintain a Department of Defense (DOD) Security Clearance.

Nice-to-haves

  • An advanced degree in engineering, computer science, mathematics, physics, or a related discipline.
  • Knowledge or experience in deploying ML models with Kubernetes.
  • Familiarity with common machine learning frameworks such as PyTorch, TensorFlow, or Jax.
  • Experience with LLM frameworks such as HuggingFace.
  • Knowledge of transformer-based autoregressive NLP techniques (BERT, BART, XLNet, etc.).
  • Experience solving reasoning problems with LLMs.
  • Familiarity with multi-modal LLMs (vision, audio, and other non-textual input).
  • Experience with multi-agent, swarming, and complex adaptive systems.
  • Knowledge of sensor and data fusion.
  • Experience in simulation and game development.
  • Experience supporting development projects for defense or aerospace technology platforms.
  • An active Department of Defense (DoD) Security Clearance.
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