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Contract Data Annotation Jobs in Wisconsin (NOW HIRING)

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Contract Data Annotation information

What is a contract data annotation?

A contract data annotation job involves labeling or tagging data—such as images, text, audio, or video—according to specific guidelines, usually on a temporary or project-based contract. These annotations help train machine learning models by providing accurate, human-labeled examples for algorithms to learn from. Contract workers are typically hired for a set period or project and may work remotely or on-site, depending on the employer. The work requires attention to detail, adherence to quality standards, and sometimes familiarity with specialized annotation tools.

What are the key skills and qualifications needed to thrive as a contract data annotation specialist?

To thrive as a Contract Data Annotation Specialist, you need a keen eye for detail, strong analytical skills, and familiarity with data labeling standards, often supported by experience in data management or related fields. Proficiency with annotation platforms (such as Labelbox, Prodigy, or CVAT) and basic knowledge of data formats like JSON or XML are commonly required. Excellent communication, time management, and the ability to work independently help individuals excel in this often remote and deadline-driven role. These skills ensure high-quality, accurate data annotations that are vital for training reliable machine learning models.

What are some common challenges faced by contract data annotation professionals, and how can they be effectively managed?

Contract data annotation professionals often encounter challenges such as maintaining consistency in labeling, managing tight project deadlines, and ensuring data privacy. These challenges can be effectively managed by following detailed annotation guidelines, utilizing collaborative tools for team communication, and participating in regular quality assurance checks. Staying organized and proactive about seeking clarification from project leads also helps ensure high-quality, accurate results and a smooth workflow.

What is the difference between Contract Data Annotation vs Data Labeler?

AspectContract Data AnnotationData Labeler
CredentialsBasic computer skills, attention to detailBasic computer skills, attention to detail
Work EnvironmentRemote or on-site, project-basedRemote or on-site, task-based
Industry UsageAI/ML training, tech companiesAI/ML training, tech companies
Job FocusAnnotating data for machine learning modelsLabeling data to improve AI algorithms

Contract Data Annotation involves completing specific annotation projects for AI training, often on a contractual basis. Data Labelers focus on labeling data to enhance machine learning models, typically performing similar tasks. Both roles require attention to detail and are used in AI/ML industries, but Contract Data Annotation emphasizes project-based work with defined deliverables.

Is data annotation still hiring?

Data annotation roles are currently in demand as companies continue to develop AI and machine learning models. Many positions are available for remote work, often requiring basic computer skills and attention to detail, with some roles offering flexible schedules. Job availability can vary by industry and region, so checking specific job boards is recommended.

Is it hard to get hired for contract data annotation?

Contract data annotation jobs are generally accessible to individuals with basic computer skills and attention to detail. The hiring process often involves completing a skills test or sample annotation task, and some roles may require familiarity with specific tools or platforms. Competition can vary depending on the demand and the company's requirements, but many positions are available for entry-level candidates.

What are the most commonly searched types of Data Annotation jobs in Wisconsin?

The most popular types of Data Annotation jobs in Wisconsin are:

What are popular job titles related to Contract Data Annotation jobs in Wisconsin?

For Contract Data Annotation jobs in Wisconsin, the most frequently searched job titles are:

What job categories do people searching Contract Data Annotation jobs in Wisconsin look for?

The top searched job categories for Contract Data Annotation jobs in Wisconsin are:

What cities in Wisconsin are hiring for Contract Data Annotation jobs?

Cities in Wisconsin with the most Contract Data Annotation job openings:

Contract Data Annotation jobs near you

CVI (Cardiac Cath / IR) Technologist

Staffingine LLC

Janesville, WI • On-site

Contractor

Re-posted 4 days ago

Job description

Job Title: CVI (Cardiac Cath / IR) Technologist
Job Location: Janesville, WI
Job Type: Contract


Job Description:

  • Verify patient identification. Verify presence of appropriate signed informed procedural consent. Identify allergies and history of contrast reaction prior to any procedure, using patient records and by questioning patient.
  • Verify package integrity and expiration date of sterile supplies. Verify the type, concentration, amount, and expiration date of medications. Prepare equipment for sterilization.
  • Monitor and record vital signs, assess distal pulses pre and post procedure. Participate in the pre-procedural time-out activity.
  • Prepare the access site(s) to include the required sterile drapes and covers, provide for patient comfort and cooperation by familiarizing the patient with the equipment and the examination. Prepare the patient for the examination to include physiological monitoring equipment.
  • In conjunction with the physician, select the appropriate contrast agent. Set up and operate the automatic contrast injector, and ensure its proper function and cleanliness.
  • Prepare or assist in administering injectable medications according to physician’s orders, to include analgesics, anticoagulants, thrombolytics, vasoactives, and emergency medications.
  • Recognize and respond to patient emergencies. Monitor and maintain medical equipment during the procedure. Adjust and calibrate pressure transducers.
  • Scrub with the physician. Use sterile and aseptic technique as required to help prevent infection. Handle blood and body fluids in a manner appropriate to biohazardous materials.
  • Advocate for radiation safety and protection. Wear a personnel radiation dosimeter. Take appropriate precautions to minimize patient and occupational radiation exposure. Document fluoroscopy time and radiation dose. Evaluate dose reports to determine if values are within established limits.
  • Position the patient and/or imaging equipment to achieve desired projections. Select appropriate imaging protocols (e.g. frame rates, high/low level fluoro) to optimize image quality while minimizing dose. Employ image enhancement techniques during procedure to improve image quality.
  • Acquire and process digital images (e.g. road mapping, subtraction, annotation, magnification) and perform 3D image reconstructions.
  • Assist with ultrasound guidance for vascular access or organ access/biopsy.
  • Monitor and record all procedural data (e.g. injection data, physiologic data, administered medications, complications).
  • Assist with procedures to include vascular access, and all assigned diagnostic and interventional procedures.
  • Provide patient post-procedural care. Apply pressure to arterial or venous puncture site. Apply dressing to puncture. Place vascular closure devices. Provides practical instruction for students and partners.
  • Provide practical instruction for students and partners.