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Machine Learning Defense Jobs in Raleigh, NC (NOW HIRING)

... Defense project experience • Active US security clearance (secret or higher) Company : CoVar is a leader in machine learning and artificial intelligence solutions. Founded in 2011, the company is ...

... Defense project experience • Active US security clearance (secret or higher) Company : CoVar is a leader in machine learning and artificial intelligence solutions. Founded in 2011, the company is ...

Machine Learning Engineer About CoVar CoVar is a small AI/ML R&D software company in Durham, NC ... Department of Defense project experience * Active US security clearance (secret or higher) Benefits

... and/or machine learning techniques • Prior Department of Defense project experience Company : CoVar is a leader in machine learning and artificial intelligence solutions. Founded in 2011, the ...

We build advanced software and machine learning systems that help the Department of Defense detect threats in high-stakes environments and enable biomedical researchers to accelerate discoveries that ...

We develop artificial intelligence and machine learning solutions that help the Department of Defense detect threats, enable biomedical researchers to accelerate scientific discovery, and help ...

... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...

... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...

... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...

... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...

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Machine Learning Defense information

See Raleigh, NC salary details

$24.8K

$41.4K

$85.5K

How much do machine learning defense jobs pay per year?

As of Jul 6, 2026, the average yearly pay for machine learning defense in Raleigh, NC is $41,395.00, according to ZipRecruiter salary data. Most workers in this role earn between $31,600.00 and $44,700.00 per year, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive as a Machine Learning Defense professional, and why are they important?

To thrive as a Machine Learning Defense professional, you need a strong background in computer science, cybersecurity, and machine learning, often supported by degrees in these fields or related certifications. Familiarity with frameworks like TensorFlow or PyTorch, experience with adversarial machine learning techniques, and knowledge of security protocols are typically required. Critical thinking, problem-solving, and strong communication skills are essential for anticipating threats and collaborating with interdisciplinary teams. These skills ensure that AI systems remain robust and secure against evolving cyber threats, protecting sensitive data and organizational integrity.

What is machine learning defense?

Machine learning defense refers to techniques and strategies designed to protect machine learning models from various security threats, such as adversarial attacks, data poisoning, and model theft. These defenses can include methods like adversarial training, input sanitization, and robust model architectures. The goal is to ensure that machine learning systems remain accurate, reliable, and safe even when faced with malicious attempts to manipulate or exploit them. As machine learning becomes more widely adopted, the importance of effective defenses continues to grow.

What are some common challenges faced by professionals in Machine Learning Defense roles, and how can they be addressed?

Professionals in Machine Learning Defense often encounter challenges such as staying ahead of adversarial attacks, managing model robustness, and keeping up with rapidly evolving threat landscapes. Addressing these challenges typically requires continuous learning, collaboration with cybersecurity and data science teams, and implementing rigorous testing and monitoring frameworks for deployed models. Proactively participating in industry forums and staying updated on the latest research also help in identifying emerging threats and mitigation strategies.
What are popular job titles related to Machine Learning Defense jobs in Raleigh, NC? For Machine Learning Defense jobs in Raleigh, NC, the most frequently searched job titles are:
What job categories do people searching Machine Learning Defense jobs in Raleigh, NC look for? The top searched job categories for Machine Learning Defense jobs in Raleigh, NC are:
What cities near Raleigh, NC are hiring for Machine Learning Defense jobs? Cities near Raleigh, NC with the most Machine Learning Defense job openings:
Infographic showing various Machine Learning Defense job openings in Raleigh, NC as of June 2026, with employment types broken down into 76% Full Time, and 24% Part Time. Highlights an 87% Physical, 2% Hybrid, and 11% Remote job distribution, with an average salary of $41,395 per year, or $19.9 per hour.
Machine Learning Engineer

Machine Learning Engineer

CoVar

Durham, NC • On-site

Full-time

Posted 19 days ago


Job description

Job Summary:
CoVar is a small AI/ML R&D software company in Durham, NC, that uses artificial intelligence to solve problems that matter. The Machine Learning Engineer will develop software and machine learning algorithms to address real-world customer issues and will have opportunities to present their work to high-level customers.
Responsibilities:
• help CoVar develop software and machine learning algorithms to solve real-world customer problems
• work with data, develop algorithms, evaluate results, and write the production code that goes onto real-world systems
• present your work to high-level customers in the DoD and in the industry
• publish novel work in both classified and unclassified settings
Qualifications:
Required:
• Expertise in Python (including NumPy, pandas, and other packages)
• Experience with either PyTorch or TensorFlow
• Deep understanding of machine learning fundamentals (gradient descent, cross-validation, ROC curves, confusion matrices)
• Knowledge of classical machine learning (e.g., support-vector-machines, logistic regression)
• Familiarity with computer vision algorithms like object detection networks (e.g., YOLO, CenterNet) and modern image classification techniques
• B.S., preferably M.S. or Ph.D in engineering, math, computer science, or related field
• Excellent technical communication skills
• Ability to work in Durham, NC (relocation assistance available)
• Eligibility for US security clearance (US citizenship is required)
Preferred:
• Deep knowledge of state-of-the-art in computer vision
• Department of Defense project experience
• Active US security clearance (secret or higher)
Company:
CoVar is a leader in machine learning and artificial intelligence solutions. Founded in 2011, the company is headquartered in Mclean, USA, with a team of 11-50 employees. The company is currently Early Stage.