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Contract Data Annotation Jobs in Florida (NOW HIRING)

Galatea Bio, Inc.

Clinical Data and Project Manager

Miami, FL · On-site

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

... annotation algorithms, we will better understand the genetic architecture of underserved ... Practical experience within a Contract Research Organization or as part of a multi-site Clinical ...

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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.

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

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

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

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

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

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

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

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

Contract Data Annotation jobs near you

Survey Watch Stander / Video Annotator - Level II (Gulf Video Survey)

Think Tank, Inc.

Panama City Beach, FL • On-site

Contractor

Re-posted 24 days ago

Job description

*US Citizenship Required
*Position is Subject to Contract Award
Position Overview
Perform as a Survey Watch Stander for reef fish surveys conducted on NOAA Ships and Small Research Vessels and participate on other PEMD resource surveys, as requested. Requires work on NOAA Ships and/or small Research Vessels as part of a field crew in fisheries and water quality sampling and experience at troubleshooting issues with limited resources while at sea.
Position Title
Survey Watch Stander and Video Annotation (Level II)
Labor Category
Technical Support Services - Level II
Location
Pascagoula, MS or Panama City, FL
Start Date
TBD - Upon Award
Schedule
Full-Time, 40 hrs/week (extended hours during surveys)
Security
Low Risk - Public Trust Background Investigation Required
Travel
Domestic and international travel may be required for at-sea surveys, project-related workshops, and working group meetings; authorized by COR
Key Responsibilities
a) Survey Duties
At sea duties focus on video camera and CTD deployments, habitat mapping, and other environmental data collection. Duties include but are not limited to:
  • Survey watch stander.
  • Pre survey and post survey inventory of equipment and gear.
  • Preparing and loading survey gear, supplies and equipment.
  • Cleaning and maintenance of equipment.
  • Preparing and tracking supply use.
  • Conducting data collection, biological and/or environmental sampling and logging and processing data and/or samples under field conditions, as required and according to prescribed SOP.
  • Unload gear/equipment, clean and store equipment, log and appropriately store data upon completion of each survey.

b) Laboratory Duties
Primary duties revolve around annotation of video for habitat and species detection and enumeration. Collected video data is annotated using a semi-automated multi-stage process including 1) automated processing in Google Cloud Platform using VIAME software, 2) human-in-the-loop review and correction, 3) data review and QA/QC, 4) data output/ingest into GCRF Oracle databases, 4) updating GitHUB data for updates and project management. Duties include but are not limited to:
  • Annotate GFISHER and PRDW video data based on prescribed SOPs for the survey.
  • Identify marine fishes in all life stages from diverse habitats of the Gulf of America and adjacent seas
  • Updating annotation tracking sheets.
  • Communicating with reviewers and survey coordinator on annotations.

c) Data Management Support
Basic duties include data entry, QA/QC, and validation. In the near future these will also include learning the use of AI/ML software and managing outputs to post-process data. Duties include but are not limited to:
  • Identify marine fishes in all life stages from diverse habitats of the Gulf of America and adjacent seas
  • Data entry or upload into GCRF Oracle databases.
  • QA/QC of data entry and fixes where necessary.
  • Updating annotation tracking sheets and GitHUB project management tools.

d) Analytical Support
Basic duties include data preparation and validation prior to analysis, assisting in drafting reports and manuscripts, and review. Tasks include but are not limited to:
  • Assist data analysts with data entry, QA/QC and fixes.
  • Assists data analysts in analysis to the extent possible, drafting reports, creating graphs and basic review.
  • Tracking assigned duties in GitHUB project management tool.

e) Outreach and Education
Participate in public outreach and education efforts. Examples of outreach and education activities include marine science education at local schools, participating as judges for local science fairs, conducting and participating in outreach and education tours of the SEFSC facilities and NOAA ships (in conjunction with federal employees), manning of outreach booths at local fairs and festivals.
Minimum Qualifications (Required)
  • MS Degree in Marine Science or a related field of study or BS Degree in Marine Science or a related field of study plus two (2) years of relevant experience.
  • Computer literate and experienced with common word processing, database, statistical, and graphics programs. Capable of writing reports at the college level.
  • Knowledge of Southeast Area Monitoring and Assessment Program field sampling protocols for reef fish, in order to lead or participate in GCRF surveys.
  • Proficient in the use of fish, invertebrate, and protected species identification books and keys. Knowledge and identification of reef taxa from the Gulf of America.
  • Knowledge of procedures when encountering endangered or threatened species.
  • Sea going contractors who participate on research cruises on Office of Marine and Aviation Operations' NOAA ships will be required to annually/biennially (age dependent) submit a NOAA Health Services Questionnaire (NOAA Form 57- 10-01) and Tuberculosis Screening Form (NOAA Form NF 57-10-02) to OMAO health services to determine fitness for sea duty. Sea going contractors must have a current tetanus vaccine (once every 10 years).

Required Training
Training Requirement
Due Date
NOAA IT security (required for all contractors)
Certificates due within 3 business days of contract/task order start
NOAA Safety training (required for all contractors working at a Government facility)
Certificates due within 3 business days of contract/task order start
Records Management 101 (required for all contractors)
Certificates due within 3 business days of contract/task order start
Department of Homeland Security (DHS) Active Threats to the Workplace Awareness Seminar
Certificates due within 3 business days of contract/task order start
Sexual Assault/Sexual Harassment Prevention and Response Training IAW NAM 1330-52.222-70(b)(6)
Certificates due no later than 5 business days after contract/task order start

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