Senior AI/ ML Engineer (TS SCI with POLY)

Aperio Global -posted 3 months ago

Chantilly, VA

1-10 employees

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Aperio Global is seeking a highly skilled Machine Learning / Artificial Intelligence Engineer to design, develop, and deploy AI/ML solutions that support advanced data collection, automation, and analytics. The role requires expertise in training models, developing complete AI-driven systems, and applying cutting-edge research to operational environments. This position offers the opportunity to work on impactful projects with a strong focus on innovation, automation, and applied AI in mission-critical environments.

Train machine learning models across a wide range of applications, including automated code synthesis for web scraping, self-healing automation of scrapes and data pipelines, visual object detection in video, automated review and analysis of corporate terms of service, and open-source data collection and integration into Sponsor-owned AI/ML systems.
Build complete AI-based systems, integrating multiple models, human-review processes, ETL pipelines, and databases.
Develop and productize AI solutions for operational use, including system updates, break/fix support, and enhancements.
Research and evaluate state-of-the-art AI/ML technologies to integrate into Sponsor efforts.
Collaborate across teams and stakeholders to design, scale, and align AI solutions with mission and business objectives.
Frame and scale data problems for analysis, visualization, and decision-making.
Integrate secure and scalable AI/ML functionality into enterprise software applications.
Derive insights and communicate findings through data storytelling, visualization, and analytic narratives.
Assess AI/ML technology trends and their strategic implications.
Conduct independent technical research in robotics, autonomy, software engineering, and data science.
Program systems to detect, analyze, and respond to specific conditions in real-time.

MUST HAVE AN ACTIVE TS SCI with POLY
Proven ability to automate customer workflows and business processes using AI/ML solutions.
Strong background in data structures, data modeling, and software architecture.
Hands-on expertise with PyTorch, TensorFlow, and other ML frameworks.
Advanced math and computer science skills with deep knowledge of probability, statistics, and algorithms.
Proficiency in AI/ML programming languages: Python, Java, C++, Conda, etc.
Experience in training AI models and integrating pre-trained models into dataflows and enterprise systems.

Experience implementing secure AI solutions within the Intelligence Community.
Background working with highly sensitive data sets.
Leadership in AI/ML initiatives and projects.
Expertise with ETL pipelines (Extract/Transform/Load).
Experience deploying AI/ML solutions in Amazon Web Services (AWS).
Strong problem-solving, critical thinking, and collaboration skills.

Health Care Plan (Medical, Dental & Vision)
Retirement Plan (401k, IRA)
Life Insurance (Basic, Voluntary & AD&D)
Paid Time Off (Vacation, Sick & Public Holidays)
Short Term & Long Term Disability
(and much more)

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