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Annotation Labelling Jobs in Brooklyn, MD (NOW HIRING)

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Annotation Labelling information

What is annotation labelling?

Annotation labelling is the process of tagging or marking data—such as images, text, or audio—with relevant information or labels. This is an essential step in preparing datasets for machine learning and artificial intelligence models, as it helps algorithms understand and learn from raw data. Annotation labelling can include tasks like identifying objects in photos, transcribing speech, or categorizing text. Skilled annotators ensure accuracy and consistency to improve model performance. People in this role often use specialized tools or software to streamline and standardize the annotation process.

What are the key skills and qualifications needed to thrive as an Annotation Labelling Specialist, and why are they important?

To thrive as an Annotation Labelling Specialist, you need strong attention to detail, data analysis capabilities, and familiarity with data annotation standards, usually supported by a background in computer science or related fields. Proficiency with annotation tools such as Labelbox, CVAT, or Supervisely, and sometimes knowledge of basic programming or scripting, is typically required. Excellent communication, consistency, and the ability to follow complex instructions are crucial soft skills for producing high-quality labeled data. These skills ensure the accuracy and reliability of datasets, which are foundational for successful machine learning and AI model development.

What are some common challenges faced by Annotation Labelling professionals, and how can they be managed?

Annotation Labelling professionals often encounter challenges such as maintaining high accuracy while handling repetitive data, meeting tight deadlines, and adapting to evolving project guidelines. To manage these, it’s important to develop strong attention to detail, regularly communicate with team leads to clarify instructions, and leverage annotation tools efficiently. Collaborating closely with quality assurance teams can also help identify and correct errors early, ensuring consistently high-quality outputs.

What is the difference between Annotation Labelling vs Data Labeling Specialist?

AspectAnnotation LabellingData Labeling Specialist
CredentialsBasic technical skills, attention to detailSimilar skills, sometimes additional domain knowledge
Work EnvironmentData annotation platforms, remote or officeData annotation tasks, often remote or in-office
Industry UsageAI, machine learning, autonomous vehiclesAI, machine learning, healthcare, retail
Search & ComparisonCommonly compared for entry-level data tasksRelated but broader role

Annotation Labelling involves marking data such as images, text, or videos to train AI models. Data Labeling Specialists perform similar tasks but may have a broader scope, including verifying and managing labeled data. Both roles are essential in AI development, often overlapping in skills and work environment, but Annotation Labelling is more focused on the annotation process itself.

What cities near Brooklyn, MD are hiring for Annotation Labelling jobs? Cities near Brooklyn, MD with the most Annotation Labelling job openings:
CADD Technician

$60K - $100K/yr

Full-time

Medical, Life, Retirement

Posted 21 days ago


Job description

At Whitman, Requardt & Associates, LLP, we are People Focused and Project Driven . We have been in business for more than 110 years and we are known for our quality work and quality employees. This is your chance to join our team - help us to design the infrastructure and buildings that improve the world!

We are seeking an experienced CADD Technician with expertise in Autodesk Civil 3D and AutoCAD to support CADD operations across the firm. This role is responsible for developing CADD standards, optimizing design workflows, and supporting users at an advanced technical level to enable users to produce high-quality, consistent project deliverables. The applicant should be a motivated problem-solver who is eager to grow alongside our evolving technology stack.

Key Responsibilities Support of the firm’s CADD standards program, including: Templates, styles, labels, and annotation standards Layering systems, plot styles, page setups, and deliverable formats Block libraries, tool palettes, and reusable components Advanced technical support for Civil 3D and AutoCAD Configuration, customization, and support of Civil 3D design workflows, including: Surfaces, alignments, profiles, corridors, grading, and pipe networks Data Shortcuts and external references Support of CADD quality control processes and performance of drawing/model audits Support and administration of collaboration platforms such as Forma Design Collaboration (formerly Autodesk Construction Cloud (ACC)) Coordination with IT on: Software deployment and updates Hardware and system requirements Development and delivery of internal training, onboarding, and technical documentation Technical advisor to users regarding CADD strategies, efficiencies, and risk mitigation Evaluation and recommendation of new tools, workflows, and process improvements Required Qualifications Must have 5+ years of relevant experience Must have a high school diploma or State Equivalency Certificate Expert-level proficiency in Autodesk Civil 3D and AutoCAD Extensive experience developing, implementing, and enforcing CADD standards Proven experience supporting civil engineering or infrastructure design teams Strong understanding of: Drawing and plan production standards Multi-user project environments Demonstrated ability to troubleshoot complex CADD and Civil 3D issues Excellent communication and leadership skills Must be a US Citizen Preferred Qualifications Associates or bachelor's degree Prior experience as a CAD Manager, CADD Manager, or CADD Coordinator Experience with Forma Design Collaboration (formerly Autodesk Construction Cloud (ACC)) Knowledge of civil disciplines such as survey, roadway, utilities, drainage, and site design Autodesk certifications (Civil 3D and/or AutoCAD) Experience in creating enterprise CAD manuals or standards guides Benefits: WRA recognizes that employees play an important role in its success. Our commitment to full-time employees is reflected in the comprehensive benefits package we offer: Flexible work schedule options Competitive salary Leave accrual and paid holidays Healthcare benefits Group Life Insurance, as well as additional optional life Insurance, short and long term disability insurance Flexible spending accounts for medical and dependent care reimbursement 401(k) Retirement Plan Tuition Reimbursement Employee Assistance Program Parental and maternity leave benefits WRA is an equal opportunity/affirmative action employer and complies with all applicable anti-discrimination laws. The expected hourly compensation range for this position is $60,000.00 - $100,000.00.

This range represents a good faith estimate for this position. The specific compensation offered to a candidate may vary based on factors including, but not limited to, the candidate’s relevant knowledge, training, skills, work location, and/or experience. Applicants must be currently authorized to work in the United States on a full-time basis without the need for employment-based visa sponsorship now or in the future.

WRA will not sponsor applicants for U.S. work visa status for this opportunity. (no sponsorship is available for H-1B, L-1, TN, O-1, E-3, H-1B1, F-1, J-1, OPT, CPT or any other employment-based visa) ***** Not accepting resumes from 3rd party recruiters for this position ***** Position # 3153 #LI -Onsite #LI - Mid-Level