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Entry Level Data Labeling Jobs in Maryland (NOW HIRING)

Machine Operator I

Owings Mills, MD · On-site

$17.50 - $18/hr

... Entry level position-PPE provided The ideal Machine Operator will: * Machine Operation & Setup ... Inspect finished products for proper weight, packaging, labeling, and seals to meet specifications.

... labelling is accurate. Eurofins is dedicated to delivering testing services that contribute to the ... This is an entry level position that includes the training you will need to be successful. Recent ...

Warehouse Associate

Hagerstown, MD · On-site

$17 - $21/hr

Accurately pull and process customer orders for delivery and shipping, including labeling and ... Previous warehouse, logistics, or inventory experience preferred; however, entry level candidates ...

Accurately pull and process customer orders for delivery and shipping, including labeling and ... Previous warehouse, logistics, or inventory experience preferred; however, entry level candidates ...

Warehouse Associate

Hagerstown, MD · On-site

$17 - $21/hr

Accurately pull and process customer orders for delivery and shipping, including labeling and ... Previous warehouse, logistics, or inventory experience preferred; however, entry level candidates ...

Accurately pull and process customer orders for delivery and shipping, including labeling and ... Previous warehouse, logistics, or inventory experience preferred; however, entry level candidates ...

Warehouse Associate

Hagerstown, MD · On-site

$17 - $21/hr

Accurately pull and process customer orders for delivery and shipping, including labeling and ... Previous warehouse, logistics, or inventory experience preferred; however, entry level candidates ...

Entry Level Data Labeling information

What are the key skills and qualifications needed to thrive as an entry level data labeling specialist?

To thrive in entry level data labeling, you need attention to detail, basic computer literacy, and a high school diploma or equivalent. Familiarity with data annotation platforms, spreadsheets, and sometimes simple image or audio editing tools is beneficial. Strong focus, reliability, and the ability to follow detailed instructions set outstanding candidates apart. These skills ensure labeled data is accurate and consistent, which is critical for training effective machine learning models.

Is data labeling a good career?

Data labeling is an entry-level job that involves annotating data to help train machine learning models. It typically requires attention to detail and basic computer skills, and can offer flexible schedules and remote work options. While it can be a stepping stone into the tech industry, it may have limited advancement opportunities without additional skills or training.

What is an entry level data labeling?

An entry level data labeling job involves reviewing and tagging data—such as images, videos, text, or audio—with specific labels or categories to help train machine learning models. Data labelers follow guidelines to accurately annotate data, making it understandable for computers. This role typically requires attention to detail, basic computer skills, and the ability to follow instructions. It is often a starting point for those interested in artificial intelligence or data science fields, and may be remote or on-site depending on the company.

What are some common challenges faced in an entry level data labeling role, and how can they be managed?

Entry level data labeling roles often involve repetitive tasks that require high attention to detail and consistency, which can sometimes lead to fatigue or decreased concentration. To manage these challenges, it's important to take regular breaks, communicate with your team about any ambiguities in the labeling guidelines, and utilize available training materials. Many companies also implement quality checks and provide feedback, which helps maintain accuracy and offers opportunities for skill development. Collaborating with peers and supervisors for clarification can make the workflow smoother and ensure high-quality labeled data.

How much do data labelers get paid?

Entry level data labelers typically earn between $10 and $15 per hour, depending on the company, location, and complexity of the labeling tasks. Some positions may offer higher pay for specialized skills or experience with tools like labeling platforms or annotation software.

How can I get started in entry level data labeling?

To start as an entry level data labeler, gain basic knowledge of data annotation tools and understand labeling guidelines for different data types such as images, text, or audio. You can find beginner-friendly online courses or tutorials, and some companies offer remote, flexible entry-level positions that require minimal prior experience. Building attention to detail and familiarity with common labeling platforms can improve your chances of getting hired.
What are the most commonly searched types of Data Labeling jobs in Maryland? The most popular types of Data Labeling jobs in Maryland are:
What are popular job titles related to Entry Level Data Labeling jobs in Maryland? For Entry Level Data Labeling jobs in Maryland, the most frequently searched job titles are:
What cities in Maryland are hiring for Entry Level Data Labeling jobs? Cities in Maryland with the most Entry Level Data Labeling job openings:
Infographic showing various Entry Level Data Labeling job openings in Maryland as of July 2026, with employment types broken down into 57% Full Time, and 43% Contract. Highlights an 100% In-person job distribution.

$17.25 - $21.50/hr

Part-time

Re-posted 21 days ago


Job description

Job Requirements

Job Summary

Under direct supervision, collects blood samples by performing venipunctures or finger or heel sticks on patients. Checks the quality of blood and assumes responsibility for the safety and comfort of the patient, following established standards and practices.

 

Primary Responsibilities

The following statements are intended to describe the general nature and level of work being performed by people assigned to this classification. They are not to be construed as an exhaustive list of all job responsibilities performed.

      Obtains venous and /or capillary blood specimens according to established procedures.

      Utilizes positive patient ID system to identify and label specimens for processing, delivery, or storage.

      Processes specimen and where required; prepare and pack specimens for shipment to another laboratory

      Unloads pneumatic tube system, receives and delivers specimens

      May perform specimen registration in EPIC or Cerner

      Performs and complete order entry on outpatients.

      Answers the main phone lines of the department and answers question regarding status of orders; triages and transfers calls.

      Monitors pending specimen collection lists and resolves specimen issues as needed.

      Communicates effectively with laboratory, nursing and medical staff to resolve problems and concerns regarding specimens and to properly identify and label specimens for processing, delivery, or storage.

      May sort laboratory reports/mail and distributes them to appropriate mailboxes.

      May perform inventory and ordering of supplies, including requisitions for distribution to clients. Rotates stock to ensure outdating does not occur.

      May fill supply requests for client needs.

      Perform all other duties as assigned.


Work Experience

Education & Experience - Required

      Education: High School Diploma or equivalent (GED) is required.

      Experience: Entry level

Education & Experience - Preferred

      Education: Completion of an accredited program in Phlebotomy

      Education: Certification as a registered Phlebotomist by a nationally recognized Phlebotomy Society, such as the American Society of Phlebotomy Technicians

      Some experience either by completion of course clinicals or on-the-job

      Experience in a hospital or outpatient health care setting


 Knowledge, Skills, & Abilities

    Phlebotomy

      Customer Service

      Communication; oral & written

      Good data entry skills

      Basic decision making

      Understanding of proper patient identification


Employment Type: PART_TIME