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Data Annotation Research Jobs in Mississippi (NOW HIRING)

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Data Annotation Research information

What qualifications do I need for data annotation?

Data annotation research roles typically require basic computer skills, attention to detail, and familiarity with annotation tools or platforms. A high school diploma or equivalent is usually sufficient, though some positions may prefer experience with data labeling, machine learning concepts, or specific software. Strong communication skills and the ability to work independently are also beneficial.

What are some common challenges faced in Data Annotation Research roles, and how can they be addressed?

Professionals in Data Annotation Research often encounter challenges such as maintaining consistency in labeling, dealing with ambiguous data, and managing large datasets efficiently. These issues can be addressed by following detailed annotation guidelines, participating in regular calibration sessions with the team, and utilizing annotation tools that support quality control checks. Collaboration with data scientists and project managers is essential to clarify ambiguities and ensure that annotated data meets the project's requirements. Staying proactive in communication and continuous learning helps to minimize errors and improve overall data quality.

Does data annotation actually pay?

Data annotation research jobs typically pay hourly or per task rates, with wages ranging from minimum wage to higher rates depending on experience and complexity of the work. Many positions are freelance or remote, requiring basic skills in data labeling tools and attention to detail. Payment is generally reliable, but rates vary by employer and project.

How hard is it to get hired by data annotation?

Getting hired for a data annotation research role typically requires basic computer skills, attention to detail, and sometimes familiarity with annotation tools or platforms. Many positions are entry-level and do not require advanced education, making the hiring process relatively accessible for those with the right skills and reliability.

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

AspectData Annotation ResearchData Labeling Specialist
CredentialsTypically requires a background in data science, research methods, or related fieldsOften requires basic technical skills and experience with labeling tools
Work EnvironmentResearch labs, tech companies, or remote research teamsData centers, tech companies, or remote labeling teams
Industry UsageUsed in AI/ML research, developing annotation methodologiesUsed in preparing datasets for machine learning models
Search & Comparison IntentUnderstanding research-focused roles in data annotationLooking for practical data labeling jobs

Data Annotation Research involves exploring new annotation techniques and improving data quality for AI models, often requiring research skills. In contrast, Data Labeling Specialists focus on applying existing labeling tools to annotate datasets efficiently. Both roles are essential in AI development but differ in scope and expertise.

Is data annotation real or fake?

Data annotation is a real and essential process in machine learning and AI development, involving labeling data such as images, text, or audio to train algorithms. Data annotation jobs require attention to detail and often use tools like labeling platforms or software, making them a legitimate employment opportunity in the tech industry.

What is data annotation research?

Data annotation research involves studying and developing methods for labeling data, such as images, text, or audio, to be used in training machine learning models. Researchers in this field focus on improving annotation accuracy, efficiency, and scalability, as well as addressing challenges like bias and consistency. This work is critical because high-quality annotated data is essential for building effective AI systems. Data annotation research often includes exploring new tools, techniques, and guidelines for human annotators or automated labeling systems.

What are the key skills and qualifications needed to thrive as a Data Annotation Researcher, and why are they important?

To thrive as a Data Annotation Researcher, you need strong attention to detail, analytical thinking, and familiarity with data labeling concepts, often supported by a degree in computer science, linguistics, or a related field. Experience with annotation platforms, data management tools, and sometimes knowledge of programming languages like Python are typically required. Excellent communication, problem-solving abilities, and the capacity to work independently set standout contributors apart. These skills ensure high-quality, accurate data labeling, which is crucial for developing reliable AI and machine learning models.
What are popular job titles related to Data Annotation Research jobs in Mississippi? For Data Annotation Research jobs in Mississippi, the most frequently searched job titles are:
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What cities in Mississippi are hiring for Data Annotation Research jobs? Cities in Mississippi with the most Data Annotation Research job openings:
Data Annotation Research jobs near you
At-Sea Survey Technician/EM Reviewer

At-Sea Survey Technician/EM Reviewer

AIS, Inc.

Pascagoula, MS • On-site

Full-time

Medical, Dental, PTO

Posted 3 days ago

Job description

A.I.S., Inc. (AIS) is a national scientific services firm supporting maritime activities requiring certification of compliance with environmental regulations as well as collecting data for use by Federal, State, Municipal, and other government agencies along the US coastline. AIS is looking for an At-Sea Survey Technician/EM Reviewer to support NOAA SEFSC Population and Ecosystems Monitoring Division (PEMD).
Primary Function:
The At-Sea Survey Technician/EM Reviewer supports the Gulf and Caribbean Reef Fish Branch (GCRF) within SEFSC's PEMD. The incumbent learns and executes at-sea survey duties aboard NOAA Ships and small research vessels, conducts video annotation of reef fish survey footage using VIAME software, performs data entry and QA/QC into Oracle databases, and participates in public outreach efforts. This position is contingent upon contract award and available funding.
Duties / Responsibilities:
  • Serve as Survey Technician on NOAA Ships and Small Research Vessels for GCRF reef fish surveys
  • Conduct pre- and post-survey equipment inventory, preparation, loading, cleaning, and maintenance
  • Collect biological and/or environmental samples and log and process data under field conditions per prescribed SOPs
  • Learn annotation SOPs for GFISHER and PRDW video data using VIAME software on Google Cloud Platform
  • Identify marine fishes in all life stages from Gulf of America and adjacent sea habitats
  • Perform human-in-the-loop review and correction of automated video annotation outputs
  • Enter and upload annotated data into GCRF Oracle databases; perform QA/QC
  • Update annotation tracking sheets and GitHub project management tools
  • Learn AI/ML software tools for post-processing data outputs
  • Participate in public outreach and education activities including school visits, science fairs, and facility tours

Compensation:
Candidates will be paid an hourly rate to be negotiated, and total compensation will vary depending on candidates' depth of experience. This is a full-time position. AIS benefits package includes health and dental insurance, vacation, sick and holiday benefits.
Minimum Qualifications:
  • BS Degree in Marine Science or a related field of study (volunteer experience valued)
  • Computer literate; proficient with word processing, database, statistical, and graphics programs; able to write reports at the college level
  • Proficient with fish, invertebrate, and protected species identification keys; knowledge of reef taxa from the Gulf of America
  • Knowledge of endangered or threatened species
  • Sea going contractors must submit NOAA Health Services Questionnaire (NOAA Form 57-10-01) and Tuberculosis Screening Form (NOAA Form NF 57-10-02) annually/biennially; must have current tetanus vaccine

Travel:
  • Domestic travel required for at-sea surveys aboard NOAA Research Vessels.

Location:
  • 3209 Frederic St, Pascagoula, Mississippi 39567

An Equal Opportunity Employer
It is the policy of A.I.S. to recruit, hire, train, promote, transfer and compensate our employees and provide all other conditions of employment including Company sponsored events without regard to race, color, creed, religion, national origin, age, sex, gender identity, genetic information, marital status, lawful alien status, sexual orientation, physical or mental disability, citizenship status, veteran status or any other status protected by applicable law.
Must be able to work in the U.S. • VEVRAA Federal Contractor • Request Priority Protected Veteran Referrals • Equal Opportunity Employer

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