Machine Learning Engineer at CoVar

Durham, North Carolina, United States

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

Artificial Intelligence, AI & Machine Learning, SoftwareIndustries

Requirements

Candidates should possess a Bachelor’s degree, preferably a Master’s or Ph.D., in engineering, math, computer science, or a related field. They must have expertise in Python, including NumPy, pandas, and other relevant packages, along with familiarity with PyTorch or TensorFlow. Applicants should demonstrate a deep understanding of machine learning fundamentals, such as gradient descent and cross-validation, and ideally have knowledge of classical machine learning techniques and computer vision algorithms. Furthermore, they must be eligible for a US security clearance and be a US citizen, and be located in Durham, NC.

Responsibilities

The Machine Learning Engineer will help CoVar develop software and machine learning algorithms to solve real-world customer problems, working with data, developing algorithms, evaluating results, and writing production code. They will have the opportunity to present their work to high-level customers, potentially in the DoD and industry, and may have opportunities to publish novel work in both classified and unclassified settings.

Skills

Python

NumPy

pandas

Deep Learning

PyTorch

TensorFlow

Gradient Descent

Cross-Validation

ROC Curves

Confusion Matrices

Support-vector-machines

Logistic Regression

Computer Vision

Object Detection

YOLO

CenterNet

Git

CI/CD Pipelines

Regression Testing

Technical Communication

CoVar

Develops AI solutions for critical industries

About CoVar

CoVar creates machine learning and artificial intelligence solutions tailored to complex challenges in defense, healthcare, and industrial sectors. The company develops customized algorithms, such as the Adaptive Alarms software for monitoring safety in drilling operations, which helps prevent disasters. CoVar stands out by focusing on understanding each client's unique challenges and providing tailored software solutions that enhance performance and safety. The goal is to be a trusted partner by delivering reliable software that meets specific needs.

McLean, VirginiaHeadquarters

2011Year Founded

VENTURE_UNKNOWNCompany Stage

Industrial & Manufacturing, AI & Machine Learning, Defense, HealthcareIndustries

11-50Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Company Match

401(k) Retirement Plan

Flexible Work Hours

Tuition Reimbursement

Risks

Emerging AI startups offering cheaper solutions threaten CoVar's market share.

Rapid AI advancements may render CoVar's solutions obsolete without quick innovation.

Dependence on large contracts like DARPA poses risks if not renewed or funded.

Differentiation

CoVar specializes in customized AI/ML solutions for defense, healthcare, and industrial sectors.

The company partners with industry giants like Shell and Pason for mission-critical software.

CoVar's Adaptive Alarms software enhances safety in offshore and land drilling operations.

Upsides

CoVar's DARPA contract positions it as a leader in ethical AI development.

Growing demand for AI in defense and healthcare boosts CoVar's market potential.

AI explainability advancements increase trust in CoVar's high-stakes industry solutions.

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