CoVar

Custom AI/ML solutions for mission-critical sectors

Machine Learning Engineer

Applied Machine LearningConfirmed live in the last 24 hours

Full-timeDurham, NC, USA

About the Job

Requirements

Applicants should have expertise in Python, including NumPy, pandas, and other packages, and either PyTorch or TensorFlow.
Deep understanding of machine-learning fundamentals, including gradient descent, cross-validation, ROC curves, and confusion matrices, is necessary.
Software expertise in Python and associated numerical and analytics packages such as NumPy and pandas; Git; PyTorch or TensorFlow; CI/CD pipelines; and regression testing.
Machine-learning expertise, including machine-learning fundamentals and deep knowledge of state-of-the-art in at least one of computer vision, natural language processing, classical machine learning, or Bayesian models.
A B.S. in engineering, mathematics, or computer science is required.
Excellent technical communication skills are required.
Ability to work in Durham, North Carolina, is required.
Eligibility for a U.S. security clearance is required; U.S. citizenship is required.

Responsibilities

Develop software and machine-learning algorithms to solve real-world customer problems.
Work with data, develop algorithms, and evaluate results.
Write production code that is deployed on real-world systems.
Present work to high-level customers in the Department of Defense and industry.
Publish novel work in classified and unclassified settings.

Desired Qualifications

Knowledge of classical machine learning, such as support-vector machines and logistic regression, is valued.
Familiarity with computer-vision algorithms such as object-detection networks (YOLO and CenterNet) and modern image-classification techniques is preferred.
Previous experience with Department of Defense customers is a plus.
An M.S. or Ph.D. in engineering, mathematics, or computer science is preferred.
Department of Defense project experience is a bonus.
An active U.S. security clearance at Secret level or higher is a bonus.

Machine Learning Engineer

About CoVar

CoVar is a small AI/ML R&D software company in Durham, NC, that uses artificial intelligence to solve problems that matter. We develop AI/ML tools to help the DoD detect enemies and threats, help biomedical researchers find new cures for diseases, and help monitor machinery to prevent injuries and environmental catastrophes. We are passionate engineers, dedicated to pushing the bounds of what AI/ML can do in the real world.

About this position

You will help CoVar develop software and machine learning algorithms to solve real-world customer problems. You will work with data, develop algorithms, evaluate results, and write the production code that goes onto real-world systems. You will have the opportunity to present your work to high-level customers in the DoD and in the industry. The position includes opportunities to publish novel work in both classified and unclassified settings.

Qualifications

Applicants should have expertise in Python (including NumPy, pandas, and other packages) and either PyTorch or TensorFlow. Deep understanding of machine learning fundamentals (gradient descent, cross-validation, ROC curves, confusion matrices) are necessary. Knowledge of classical machine learning (e.g., support-vector-machines, logistic regression) are valued. Applicants are ideally familiar with computer vision algorithms like object detection networks (e.g., YOLO, CenterNet) and modern image classification techniques. Previous experience with DoD customers is a plus.

Minimum qualifications

Software expertise: Python and associated numerical and analytics packages (NUMPY, PANDAS, etc.); git; PYTORCH or TensorFlow; CI/CD pipelines and regression testing.
AI/ML expertise: Machine learning fundamentals; Deep knowledge of state-of-the-art in any of the following: computer vision (preferred), natural language processing, classical machine learning, Bayesian models, etc.
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)

Bonus skills

Department of Defense project experience
Active US security clearance (secret or higher)

Benefits

Competitive salary, cash bonus, equity structure, and 401k with employer contributions
Excellent health care coverage, including dental and vision plans
Parental leave
Short-term and long-term disability insurance
Life insurance
Flexible work schedule
Tuition support
PTO and paid holidays

Visit us: www.covar.com

About the Company

CoVar

Custom AI/ML solutions for mission-critical sectors

CoVar develops customized machine learning and AI software for defense, healthcare, and industrial sectors. Its solutions are mission-critical systems built to operate reliably on high-stakes tasks, such as monitoring safety systems in drilling operations. The company starts by understanding a client’s unique challenges and then uses its team of technologists to apply AI and ML techniques to create tailored software and services. For example, its Adaptive Alarms software, developed with partners like Shell and Pason, uses advanced algorithms to prevent disasters on offshore and land drilling rigs, protecting workers and the environment. CoVar differentiates itself by delivering specialized, high-value, robust software rather than generic tools, emphasizing reliability and safety in demanding environments. The company’s goal is to be a trusted partner that helps large organizations improve performance, safety, and operational capabilities through customized AI solutions.

Company size: 11-50
Company stage: Grant
Total funding: $2.5M
Headquarters: McLean, VA
Founded: 2011

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