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Data Annotation Services Jobs in Georgia (NOW HIRING)

... services using API Protocols and Data Formats (REST, JSON, SOAP & XML). * 3+ Experience in API ... Strong knowledge in API Modelling languages and annotation (YAML, Swagger, RAML) * Strong ...

Data Annotation Services information

What are the key skills and qualifications needed to thrive in Data Annotation Services, and why are they important?

To excel in Data Annotation Services, strong attention to detail, data literacy, and a foundational understanding of data labeling processes are essential, often requiring a high school diploma or equivalent. Familiarity with annotation platforms, labeling tools, and sometimes basic knowledge of scripting or data management systems is typically expected. Strong work ethic, consistency, and effective communication skills help individuals stand out in collaborative, deadline-driven environments. These capabilities ensure high-quality, accurate labeled data, which is critical for training reliable machine learning models.

What is the difference between Data Annotation Services vs Data Labeling Specialists?

AspectData Annotation ServicesData Labeling Specialists
CredentialsTypically no formal credentials required; focus on trainingOften have training in specific tools or industry standards
Work EnvironmentCollaborative, often remote or in-office teamsSimilar, working in teams or independently on labeling tasks
Industry UsageUsed by AI/ML companies for training datasetsEmployed in similar settings, focusing on labeling data for AI models
Search & Comparison IntentUnderstanding services offered for data preparationLooking for roles or tasks related to data labeling

Data Annotation Services encompass the broader process of preparing and annotating data for AI and machine learning projects, often provided by specialized companies. Data Labeling Specialists are individual professionals or team members who perform the actual labeling tasks within these services. While both are closely related, services refer to the overall offering, whereas specialists are the personnel executing the work.

What are some common challenges faced when working in data annotation services, and how can I address them?

In data annotation services, one common challenge is maintaining consistency and accuracy, especially when handling large datasets or ambiguous data points. Clear annotation guidelines and regular communication with team leads help ensure that everyone interprets the data similarly. Additionally, repetitive tasks can lead to fatigue, so it's important to take scheduled breaks and leverage available annotation tools to streamline workflows. Collaborating with peers to discuss edge cases also helps improve overall data quality and fosters a supportive team environment.

What are data annotation services?

Data annotation services involve labeling or tagging data—such as images, text, audio, or video—to make it understandable for machine learning models. These services are essential in training artificial intelligence systems to recognize patterns, objects, or other relevant information in raw data. Companies use data annotation to improve the accuracy and effectiveness of AI applications, such as self-driving cars, chatbots, and image recognition. Professional annotators or specialized platforms often perform these tasks to ensure high-quality, consistent results.
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Sr. Apigee Developer

Sr. Apigee Developer

Navtech, Inc.

Atlanta, GA • On-site

Full-time

Posted 10 days ago


Job description

Role: Sr. Apigee Developer
Location: Atlanta, GA
Duration : 6+ Months
Top skills requirement
YOUR RESPONSIBILITIES IN THIS ROLE
  • Using and implementing Apigee Edge for the full API lifecycle management
  • Implementing API policies and transformation using Apigee Edge
  • Design and development of RESTful API
  • Generate swagger and other API documentation

Part ll Top Skills Requirement:
  • 3+ years of hands-on experience in designing and developing high-volume web services using API Protocols and Data Formats (REST, JSON, SOAP & XML).
  • 3+ Experience in API management tools like Apigee Edge in designing API facades, designing and implementing API Proxies, and Developer portal
  • Experience with AWS hosted Microservices/Applications or AWS API Gateway would be a plus
  • Expert level knowledge of REST API/Microservices and patterns
  • Strong knowledge in API Modelling languages and annotation (YAML, Swagger, RAML)
  • Strong communication, interpersonal skills, customer service skills, customer focus

Navtech logo

About Navtech

Sourced by ZipRecruiter

Industry

Civil engineering construction

Company size

11 - 50 Employees

Headquarters location

New Bloomfield, PA, US

Year founded

1996