ZipRecruiter

Log In

1

Labelling Jobs in Baltimore, MD (NOW HIRING)

SMITH & NEPHEW SNATS INC

QA Label Specialist

Columbia, MD

$22.83 - $34.25/hr

Issue batch production records and product labels to manufacturing in line with production schedules * Assign product lot numbers and perform inspection of batch records associated with manufacturing ...

Smith & Nephew

QA Label Specialist

Columbia, MD · On-site

$22.83 - $34.25/hr

Issue batch production records and product labels to manufacturing in line with production schedules * Assign product lot numbers and perform inspection of batch records associated with manufacturing ...

CCL Label

Catcher/Loader

Baltimore, MD · On-site

$17.75 - $23/hr

Prepares shipping labels and applies to outer cartons. Places boxes on pallets. * Assists technician in troubleshooting mechanical problems as needed. * Uses computer to record status of orders and ...

CCL Label, Inc.

Catcher/Loader

Baltimore, MD · On-site

$17.75 - $23/hr

Prepares shipping labels and applies to outer cartons. Places boxes on pallets. * Assists technician in troubleshooting mechanical problems as needed. * Uses computer to record status of orders and ...

next page

Showing results 1-20

All JobsLabelling JobsLabelling Jobs in Baltimore, MD

Labelling information

See Baltimore, MD salary details

$10

$17

$21

How much do labelling jobs pay per hour?

As of Sep 6, 2026, the average hourly pay for labelling in Baltimore, MD is $17.20, according to ZipRecruiter salary data. Most workers in this role earn between $15.29 and $18.65 per hour, depending on experience, location, and employer.

What is a labelling job?

Labelling jobs involve identifying and tagging data—such as images, text, audio, or video—with relevant information or categories. This process is essential for training machine learning models, as the labelled data is used to teach algorithms how to recognize patterns and make accurate predictions. Labelling tasks can range from simple image annotation to more complex tasks like transcribing audio or categorizing content. Often, these positions are remote and may be offered by companies building AI systems or data platforms. Attention to detail and the ability to follow guidelines are important skills for labelling jobs.

What skills and qualifications are needed to thrive as a labelling specialist?

To thrive as a Labelling Specialist, you need attention to detail, knowledge of regulatory requirements, and often a background in science or quality assurance. Familiarity with labelling software, document management systems, and regulatory databases is typically required, along with certifications like RAC (Regulatory Affairs Certification) being advantageous. Strong organizational skills, effective communication, and the ability to work cross-functionally are important soft skills for this position. These skills ensure accurate, compliant, and timely product labelling, which is critical for regulatory approval and market success.

What are common challenges faced in a labelling role, and how can they be overcome?

A common challenge in labelling roles is maintaining accuracy and consistency, especially when handling large volumes of products or data. Attention to detail is crucial, as errors can affect compliance, safety, or downstream processes. To overcome these challenges, organizations often implement quality checks, clear guidelines, and ongoing training. Regular communication with supervisors and team members also helps clarify expectations and quickly resolve any uncertainties.

What is the difference between Labelling vs Packaging Operator?

AspectLabellingPackaging Operator
Required credentialsTypically no formal certifications, but attention to detail is essentialMay require safety training or certifications related to machinery
Work environmentIndoor, detail-oriented, quality control settingIndoor, active environment operating packaging machinery
Employer and industry usageManufacturing, food, pharmaceuticals, consumer goodsManufacturing, food, pharmaceuticals, consumer goods
Common search and comparison intentUnderstanding labeling roles and responsibilitiesUnderstanding packaging processes and machinery operation

Labelling involves applying labels to products or packaging, focusing on accuracy and compliance. Packaging Operators handle machinery to package products, ensuring efficiency and safety. While both roles are integral to manufacturing, labelling emphasizes detail and quality control, whereas packaging operators focus on operational efficiency and machinery handling.

Is data labeling a good career?

Data labeling is a growing entry-level job in the tech industry that involves annotating data for machine learning models. It typically requires attention to detail and basic computer skills, and can offer flexible schedules, but often offers low to moderate pay and limited advancement opportunities.
Labelling jobs near you
Infographic showing various Labelling job openings in Baltimore, MD as of August 2026, with employment types broken down into 81% Full Time, 14% Part Time, and 5% Contract. Highlights an 100% In-person job distribution, with an average salary of $35,775 per year, or $17.2 per hour.

Production Labeling Associate

TBest Services, Inc.

Edgemere, MD • On-site

$19/hr

Other

Re-posted 2 days ago

Job description

TBest Services is hiring Labeling Associates for a temporary production project in Edgemere, Maryland. This entry-level position is responsible for accurately applying labels to bottles and ensuring finished products meet established quality standards. No previous experience is required, and training will be provided.
Key Responsibilities
  • Apply labels to bottles accurately and consistently.
  • Ensure each label is properly positioned, aligned, and securely attached.
  • Inspect completed bottles for missing, damaged, or incorrectly applied labels.
  • Correct labeling issues according to instructions.
  • Organize labeled bottles for the next stage of production.
  • Maintain a clean and orderly work area.
  • Follow all production, quality, sanitation, and safety procedures.
  • Meet established productivity and quality expectations.

Requirements
  • No previous experience required.
  • Ability to stand for extended periods throughout a 10-hour shift.
  • Ability to perform repetitive tasks accurately and consistently.
  • Strong attention to detail.
  • Dependable attendance and punctuality.
  • Ability to follow instructions and maintain a steady work pace.
  • Availability to work the assigned schedule for the duration of the project.

Location: Edgemere, MD 21219
Pay: $19 per hour
Schedule: 10-hour shifts
Project Duration: Approximately 2-3 months
Employment Type: Temporary, Full-Time

Apply