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Machine Jobs in Durham, NC (NOW HIRING)

CoVar

Machine Learning Engineer

Durham, NC

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 ...

AT and T

Machine Operator

Raleigh, NC · On-site

$51K/yr

Operate a company vehicle with trailer and machinery. * Locate buried facilities near the route of buried wire using appropriate equipment. * Manual excavation utilizing a shovel. * Provide repairs ...

Revere Copper Products

Machine Operator

Mebane, NC · On-site

$20.50/hr

Operation of mill machines. * Production and time entry in MESA computer system. * Understand and adhere to Job Instructions Breakdown (JIB) for operation within their scope of duty. * Reads ...

Accentuate Staffing

Machine Operator

Raleigh, NC · On-site

$15.25 - $18/hr

Accentuate Staffing is assisting an established manufacturer in the Raleigh area who is looking for Machine Operators to join their team. This is a contract-hire position with day and night shifts ...

New

General Shale

Pugmill Machine Operator

Moncure, NC · On-site

$23.41/hr

Pugmill Machine Operator Moncure, NC General Shale, Inc., the nation's leading manufacturer of brick and masonry materials, is seeking a Pugmill Machine Operator to support manufacturing operations ...

General Shale Brick

Pugmill Machine Operator

Moncure, NC · On-site

$23.41/hr

Pugmill Machine Operator Moncure, NC General Shale, Inc., the nation's leading manufacturer of brick and masonry materials, is seeking a Pugmill Machine Operator to support manufacturing operations ...

ABB

Machine Operator Advanced

Mebane, NC · On-site

$14.75 - $17.50/hr

In this role, you will have the opportunity to operate process equipment or machinery to convert raw materials or semi-finished parts into components or finished parts for a final product at the ...

ABB

Machine Operator Advanced

Mebane, NC · On-site

$14.75 - $17.50/hr

In this role, you will have the opportunity to operate process equipment or machinery to convert raw materials or semi-finished parts into components or finished parts for a final product at the ...

Abb Holdings Inc

Machine Operator Advanced

Mebane, NC · On-site

$14.75 - $17.50/hr

In this role, you will have the opportunity to operate process equipment or machinery to convert raw materials or semi-finished parts into components or finished parts for a final product at the ...

Lancesoft

Machine Operator 1

Mebane, NC · On-site

$19 - $21/hr

Machine Operator 1 - LM Schedule: Sunday - Thursday 11pm - 7: 30am NIGHTS Job Overview Develops skills in basic tasks, techniques and procedures. Applies basic knowledge and skills to complete ...

Lancesoft INC

Machine Operator 1

Mebane, NC · On-site

$19 - $21/hr

Machine Operator 1 - Night Shift Pay rate $21/hr (includes shift differential) Duration: 12+ months of contract Monday - Thursday 8:45pm - 7:15am Location: 1022 Corporate Park Way, Mebane North ...

ABB

Machine Operator Advanced

Mebane, NC · On-site

$14.75 - $17.50/hr

In this role, you will have the opportunity to operate process equipment or machinery to convert raw materials or semi-finished parts into components or finished parts for a final product at the ...

ABB

Machine Operator Advanced

Mebane, NC

$14.75 - $17.50/hr

In this role, you will have the opportunity to operate process equipment or machinery to convert raw materials or semi-finished parts into components or finished parts for a final product at the ...

The Greer Group

Machine Operator

Mebane, NC · On-site

$18/hr

Shifts: 1st shift, Monday-Friday, 7: 00am-3: 00pm Responsibilities: • Operates all assembly equipment and machinery in a correct and safe manner at the required rate • Follows the cell ...

Mohawk Industries, Inc.

MACHINE OPERATOR

Garner, NC · On-site

$15.25 - $18/hr

Perform equipment changeovers or conversions by setting up assigned machinery for changes in material, size, or product. * Check, test, and measure product to ensure it meets all quality ...

Vadum Inc

Machine Learning Engineer

Raleigh, NC · On-site

We are seeking a talented and innovative Machine Learning Engineer to join our dynamic team. In this role, you will be responsible for designing and developing machine learning prototypes, as well as ...

UFP Industries

Machine Operator I

Butner, NC · On-site

$12.75 - $15.25/hr

Job Summary Machine Operator I is responsible for the set up and operation of a production machine in accordance with established procedures and guidelines. Secures and maintains material and ...

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Showing results 21-40

All JobsMachine JobsMachine Jobs in Durham, NC

Machine information

See Durham, NC salary details

$13

$25

$46

How much do machine jobs pay per hour?

As of Aug 13, 2026, the average hourly pay for machine in Durham, NC is $25.46, according to ZipRecruiter salary data. Most workers in this role earn between $20.67 and $26.92 per hour, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive as a machine operator, and why are they important?

To thrive as a Machine Operator, you need mechanical aptitude, basic math skills, attention to detail, and typically a high school diploma or equivalent. Familiarity with industrial machinery, safety protocols, and sometimes certifications in forklift operation or OSHA compliance are important. Strong problem-solving, teamwork, and communication skills help you respond quickly to issues and coordinate with colleagues. These skills ensure safe, efficient, and high-quality production in manufacturing environments.

What is a machine operator?

Machine operators are skilled workers responsible for operating, maintaining, and monitoring machinery in a manufacturing or production setting. They ensure that machines run efficiently, make adjustments as needed, and perform routine inspections to prevent malfunctions. Machine operators often work with a variety of equipment, follow safety protocols, and may also assist in troubleshooting and minor repairs. Their role is essential for keeping production lines running smoothly and producing quality products.

What are some common challenges faced by machine operators, and how can they be addressed?

Machine operators often encounter challenges such as equipment malfunctions, maintaining quality standards under tight deadlines, and adapting to new technologies or processes. To address these issues, operators should follow regular maintenance schedules, participate in ongoing training, and communicate proactively with maintenance teams and supervisors. Developing strong troubleshooting skills and staying updated on safety protocols also help ensure efficient and safe operations.

What is the difference between Machine vs Equipment Operator?

AspectMachineEquipment Operator
CredentialsTechnical certifications, training in specific machinerySimilar certifications, safety training
Work EnvironmentFactories, construction sites, manufacturing plantsConstruction sites, factories, outdoor and indoor settings
Industry UsageManufacturing, construction, logisticsConstruction, manufacturing, warehousing
Job FocusOperating specific machinery or equipmentDriving, controlling, and maintaining equipment

The main difference between a Machine and an Equipment Operator is that a Machine typically refers to the actual machinery used in various industries, while an Equipment Operator is responsible for operating and maintaining that machinery. Both roles require similar certifications and safety training, but Equipment Operators often have broader responsibilities related to the operation and safety of multiple types of equipment in diverse environments.

What are the most commonly searched types of Machine jobs in Durham, NC? The most popular types of Machine jobs in Durham, NC are:
What cities near Durham, NC are hiring for Machine jobs? Cities near Durham, NC with the most Machine job openings:
Machine jobs near you
Infographic showing various Machine job openings in Durham, NC as of August 2026, with employment types broken down into 81% Full Time, 14% Part Time, 1% Temporary, 2% Contract, and 2% Nights. Highlights an 94% Physical, 1% Hybrid, and 5% Remote job distribution, with an average salary of $52,957 per year, or $25.5 per hour.

Machine Learning Engineer

CoVar

Durham, NC

Full-time

Re-posted 27 days ago

Job description

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