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Machine Jobs in Maryland (NOW HIRING)

VOLT

Machine Operator I

Owings Mills, MD · On-site

$17.50 - $18/hr

Machine Operation & Setup: Start, stop, and operate machinery (e.g., baggers, sealers, fillers) according to production schedules. * Production Monitoring: Monitor machine speed, temperatures, and ...

Amrize

Transfer Machine Operator

Clinton, MD

$17 - $20.25/hr

Transfer Machine Operator ABOUT THE ROLE Amrize, a leading supplier of quality, construction building materials in the United States, has immediate openings for a Transfer Machine Operator in our ...

WM T Burnett Foam LLC

Machine Helper

Jessup, MD · On-site

$17.13 - $19.08/hr

Our polyurethane foam manufacturing facility located in Jessup, MD is currently hiring for a Machine Helper. Requirements: Job Requirements: * Ensure all safety requirements are followed * Ensure all ...

WM T BURNETT Holding LLC

Machine Helper

Jessup, MD · On-site

$17.13 - $19.08/hr

Our polyurethane foam manufacturing facility located in Jessup, MD is currently hiring for a Machine Helper. Requirements Job Requirements: * Ensure all safety requirements are followed * Ensure all ...

Amrize

Transfer Machine Operator

Clinton, MD · On-site

$17 - $20.25/hr

Transfer Machine Operator ABOUT THE ROLE Amrize, a leading supplier of quality, construction building materials in the United States, has immediate openings for a Transfer Machine Operator in our ...

IRONMARK

Mailing Machine Operator

Annapolis Junction, MD · On-site

$17.25 - $19.75/hr

As a Mailing Machine Operator , you'll operate machines that process and handle mail, ensuring that mail is addressed, sorted, processed, and prepared for shipment and delivery in compliance with US ...

Gray & Son, Inc.

Be Seen First

Milling Machine Operator

Baltimore, MD · On-site

$17.50 - $23/hr

Job Purpose The Milling Machine Operator operates equipment used for milling and removing existing asphalt to prepare the surface for new asphalt. Duties & Responsibilities * Responsible for control ...

Amrize

Milling Machine Operator

Clinton, MD

$17.50 - $23/hr

Milling Machine Operator ABOUT THE ROLE Amrize, a leading supplier of quality, construction building materials in the United States, has immediate openings for a Milling Machine Operator in our ...

Better Engineering

Custom Machine Builder

Bel Air, MD · On-site

$19.50 - $25.25/hr

We are looking for people to join our production team to build state of the art automated machinery. Benefits, vacation, 401K, company picnics, overtime opportunities, great working environment, and ...

Better Engineering

Custom Machine Builder

Havre De Grace, MD · On-site

$20 - $25.75/hr

We are looking for people to join our production team to build state of the art automated machinery. Benefits, vacation, 401K, company picnics, overtime opportunities, great working environment, and ...

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Showing results 41-60

All JobsMachine JobsMachine Jobs in Maryland

Machine information

See Maryland salary details

$13

$25

$47

How much do machine jobs pay per hour?

As of Aug 15, 2026, the average hourly pay for machine in Maryland is $25.57, according to ZipRecruiter salary data. Most workers in this role earn between $20.77 and $27.07 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 Maryland?

The most popular types of Machine jobs in Maryland are:

Machine jobs near you
Infographic showing various Machine job openings in Maryland as of August 2026, with employment types broken down into 77% Full Time, 18% 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 $53,189 per year, or $25.6 per hour.

Machine Learning Engineer

Maverc Technologies

Columbia, MD • On-site

Full-time

Re-posted 27 days ago

Job description

Become part of a team solving the most significant Cybersecurity & IT Challenges and helping keep the world’s largest and most elite brands safer from cyber threats. At Maverc we have a powerful mindset based on our core values of being accountable, helpful, adaptable, and focused. Maverc Technologies is a proven and effective small business partner and consultant, recognized as a leader in providing cyber security and IT services to the Federal, State, and local Government and within the Intelligence Community. Maverc Technologies is seeking an Machine Learning Engineer to support one of our corporate customers.



Job Duties and Responsibilities 

A talented Machine Learning Engineer to support our AI Center of Excellence! In this role, you and your team will be responsible for the entire lifecycle of machine learning models, from managing and deploying them to troubleshooting any pipeline issues that arise. We offer a collaborative environment where you will work closely with engineers and data scientists to bring impactful ML solutions to life.

Responsibilities include, but are not limited to:

  • Manage and deploy machine learning models into production
  • Debug and troubleshoot issues with deployment pipelines
  • Utilize and understand core ML tooling
  • Work with dataframes to manipulate and prepare data for models
  • Collaborate with the various teams within the AI Center of Excellence to ensure successful model implementation
  • Analyze large amounts of information to discover trends and patterns
  • Build predictive models and machine-learning algorithms


QUALIFICATIONS AND EXPERIENCE 

  • Active SECRET
  • US Citizenship
  • Minimum of 8 years’ experience in DevOps or MLOps
  • Understanding of machine learning modeling techniques and algorithms
  • Experience with Python, Docker, Kubernetes and Git
  • Skilled in common data science libraries (Scikit-learn, PyTorch, etc)
  • Strong math skills (e.g. statistics, algebra)
  • Problem-solving aptitude
  • Excellent communication and presentation skills
  • Experience with deploying open-source LLMs
  • DataBricks
  • Splunk
  • Continuous Integration/Continuous Deployment
  • Knowledge of statistics and concepts in neural networks


Education: Bachelor’s or Master’s in Computer Science, Computer Engineering, or other related field.


Apply