Senior AI/ ML Engineer (TS SCI with POLY) at Aperio Global

Chantilly, Virginia, United States -

Full Time

Start Date

Immediate

Expiry Date

21 Dec, 25

Salary

0.0

Posted On

22 Sep, 25

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Machine Learning, Artificial Intelligence, Data Structures, Data Modeling, Software Architecture, PyTorch, TensorFlow, Python, Java, C++, ETL Pipelines, AWS, Problem-Solving, Critical Thinking, Collaboration

Industry

Defense and Space Manufacturing

Description

Overview 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. Key Responsibilities 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 (e.g., vehicles, license plates, etc.) Automated review and analysis of corporate terms of service 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. Required Skills & Experience 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. Highly Desired Skills 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. Why Join Aperio Global? This is an opportunity to apply your AI/ML expertise to mission-driven projects with real-world impact. You’ll work at the cutting edge of automation, data science, and artificial intelligence, while collaborating with leaders in the AI and intelligence communities. Benefits At Aperio Global, we understand the value of investing in our most important asset—our employees. That's why we have crafted a comprehensive benefits package designed to help you make the best decision for yourself, your family and your lifestyle. For additional details, contact our talent acquisition team. 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) Aperio Global is committed to providing equal employment opportunities (EEO) to all employees and applicants. Employment decisions are made without discrimination or harassment, in accordance with applicable federal, state, and local laws. We adhere to all legal requirements prohibiting discrimination based on race, color, religion, sex, national origin, age, disability, genetic information, veteran status, or any other characteristic protected by law.

Responsibilities

The Senior AI/ML Engineer will design, develop, and deploy AI/ML solutions for advanced data collection and analytics. Responsibilities include training machine learning models, building complete AI-based systems, and collaborating with teams to align AI solutions with business objectives.