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Data Annotation Research Jobs in Georgia (NOW HIRING)

4P Consulting Inc.

GIS Tech 1 or 2

Bainbridge, GA

... annotation, and symbology * Engage in storm restoration activities * Validate GIS model connectivity and correct connectivity issues * /Perform quality control and data validation activities

Bostondynamics

RMAC Applications Engineering Lead

Savannah, GA

$177K - $221K/yr

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

... annotation team to identify and correct poor piloting trends. 3. Fleet Mission Control (Robot ... for data-driven monitoring. * Communication: Exceptional ability to translate high-level R&D ...

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Data Annotation Research information

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.

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.

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.

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For Data Annotation Research jobs in Georgia, the most frequently searched job titles are:

What job categories do people searching Data Annotation Research jobs in Georgia look for?

The top searched job categories for Data Annotation Research jobs in Georgia are:

What cities in Georgia are hiring for Data Annotation Research jobs?

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Data Annotation Research jobs near you

GIS Tech 1 or 2

4P Consulting Inc.

Bainbridge, GA

Contractor

Re-posted 15 days ago

Job description

Job Responsibilities:

  • Create engineering construction prints using Esri mapping applications
  • Ensure GIS changes are posted timely and accurately
  • Adhere to mapping standards including but not limited to offsets, annotation, and symbology
  • Engage in storm restoration activities
  • Validate GIS model connectivity and correct connectivity issues
  • /Perform quality control and data validation activities
  • Demonstrate ownership of assigned work
  • Demonstrate ability to troubleshoot problems and implement solutions
  • Provide basic GIS application support to users
  • Demonstrate Our Values

Desired Qualifications / Knowledge, Skills & Abilities:

  • Basic GIS knowledge
  • Preferred 4 year degree in GIS or Geography related field
  • Knowledge Microsoft Office Suite (PowerPoint, Excel, Access, Outlook, etc.)
  • Basic Knowledge of AutoCAD
  • Basic knowledge of the utility systems (electrical systems is a plus)
  • Ability to perform basic spatial queries
  • Ability to research customer information
  • Ability to decipher DOT and construction prints
  • Good interpersonal and communication skills
  • Contribute to an overall positive team environment
  • Building effective relationships, both internally and externally and at all levels
  • Understand and embrace the value of Diversity, Equity, and Inclusion