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Freelance Data Labeling Analyst Jobs in Tennessee

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Freelance Data Labeling Analyst information

What is a freelance data labeling analyst?

A Freelance Data Labeling Analyst is a professional who works independently to tag, categorize, or annotate data—such as images, texts, or audio—to help train machine learning models. These analysts play a crucial role in ensuring that artificial intelligence systems receive accurate and high-quality training data. Their work typically involves reviewing raw data and applying specific labels according to established guidelines. Freelance analysts can work remotely for various clients, often via online platforms or data annotation companies. This job requires attention to detail, consistency, and sometimes domain-specific knowledge.

What are the key skills and qualifications needed to thrive as a freelance data labeling analyst?

To thrive as a Freelance Data Labeling Analyst, you need strong attention to detail, data literacy, and a solid understanding of data annotation standards, often supported by a background in computer science or related fields. Familiarity with data labeling platforms, annotation tools like Labelbox or Supervisely, and sometimes knowledge of Python or SQL is valuable. Diligence, self-motivation, and the ability to follow complex guidelines set apart top analysts in this role. These skills ensure accurate, high-quality labeled datasets that are crucial for effective machine learning model training.

What are some common challenges freelance data labeling analysts face when working with multiple clients?

Freelance Data Labeling Analysts often juggle varied guidelines, annotation tools, and project requirements from different clients. Adapting quickly to new labeling standards and software platforms is essential, as each client may have their own specifications for data quality and turnaround times. Additionally, managing communication across multiple teams and ensuring consistent delivery can require strong organizational skills and proactive time management. Building a transparent workflow and clarifying expectations with each client helps mitigate these challenges.

What is the difference between Freelance Data Labeling Analyst vs Data Annotator?

AspectFreelance Data Labeling AnalystData Annotator
CredentialsBasic data labeling skills, sometimes certifications in data annotation toolsSimilar; often no formal certifications required
Work EnvironmentRemote, freelance projects for various clientsRemote or in-house, depending on employer
Industry UsageUsed across AI, machine learning, and data science projectsPrimarily in AI training datasets and machine learning
Search & Comparison IntentHigh overlap; both involve labeling data for AI models

Both Freelance Data Labeling Analysts and Data Annotators perform data labeling tasks essential for training AI models. The main difference lies in the freelance nature and potential project variety for Analysts, while Annotators may work more consistently within specific companies or platforms. Both roles require similar skills and are used widely in AI and machine learning industries.

What are popular job titles related to Freelance Data Labeling Analyst jobs in Tennessee?

For Freelance Data Labeling Analyst jobs in Tennessee, the most frequently searched job titles are:

What job categories do people searching Freelance Data Labeling Analyst jobs in Tennessee look for?

The top searched job categories for Freelance Data Labeling Analyst jobs in Tennessee are:

What cities in Tennessee are hiring for Freelance Data Labeling Analyst jobs?

Cities in Tennessee with the most Freelance Data Labeling Analyst job openings:

Space Planning Analyst

Avery Dennison

Goodlettsville, TN • On-site

Full-time

Medical, Retirement, PTO

Posted 18 days ago


Avery Dennison rating

8.9

Company rating: 8.9 out of 10

Based on 61 frontline employees who took The Breakroom Quiz

7th of 122 rated packaging manufacturers


Job description

Company Description

Avery Dennison Corporation (NYSE: AVY) is a global materials science and digital identification solutions company. We are Making Possible products and solutions that help advance the industries we serve, providing branding and information solutions that optimize labor and supply chain efficiency, reduce waste and mitigate loss, advance sustainability, circularity and transparency and better connect brands and consumers. We design and develop labeling and functional materials, radio-frequency identification (RFID) inlays and tags, software applications that connect the physical and digital and offerings that enhance branded packaging and carry or display information that improves the customer experience. Serving industries worldwide - including home and personal care, apparel, general retail, e-commerce, logistics, food and grocery, pharmaceuticals and automotive - we employ approximately 35,000 employees in more than 50 countries. Our reported sales in 2025 were $8.9 billion. Learn more at www.averydennison.com.

At Avery Dennison, some of the great benefits we provide are:

  • Health & wellness benefits starting on day 1 of employment
  • Paid parental leave
  • 401K eligibility
  • Tuition reimbursement
  • Employee Assistance Program eligibility / Health Advocate
  • Paid vacation and paid holidays
Job Description

The Space Planning Analyst manages planogram version / store combinations, store planogram assignments, and provides reporting and data analysis as needed. This role is accountable for the integrity of the planograms for their assigned department(s), ensuring the database is current, and for providing clear and precise direction for implementation of planograms in stores.  

As an individual contributor, the Space Planning Analyst is an integral part of the unit's workflow, has an awareness of unrelated activities, has no responsibility for supervising others, but must be able to interact at all levels of the organization, including senior management.
Location: 230 Long Hollow Pike Goodlettsville, TN. 37072

  Key Areas of Responsibility

  • Develop accurate planograms with accurate merchandise data in Space Planning system for all required store / planogram combinations for analysis for category strategies, line reviews and any other reviews.
  • Layout new / remodeled stores to support company growth program. 
  • Capture each department's strategy and criteria and translate the information to category merchandise plans.
  • Continually evaluate and identify opportunities within assigned departments to ensure maximum financial performance.
  • Coordinate and participate in category strategies and line review sessions with Client Representatives and the respective divisional merchandise managers, using analytics to guide the most productive presentation of SKUs, balancing the need for visually impactful displays with the financial necessity of efficient inventory management. 
  • Create planograms and store layouts to support seasonal merchandise plans.
  • Use space planning software to create and maintain shelf labels for use in the stores
  • Maintain archives of category strategies and line reviews as well as data provided by vendors for the category strategies. 
  • Working with Space Planning Coordinators, ensure database is current with the most updated planogram files.  
  • Provide data and reporting as needed by other departments and systems.
  • Ensures compliance with internal policies, procedures and internal controls in accordance with the Sarbanes- Oxley Act 2002 Section 404.
Qualifications

  Key Qualifications

  • High school diploma or GED and 1+ years of experience working in a business-related environment required. College degree preferred
  • Experience with JDA software systems highly desired
  • Proficiency in Microsoft Office applications, especially Excel required
  • Advanced analytical and critical thinking skills required
  • Knowledge of store-level merchandising, retail analytical skills, and accurate writing/editing/proofing ability are desirable. 
  • Strong organizational skills and a detail oriented aptitude required.
  • Must have strong oral/written and interpersonal communication skills.
  • Must be able to multi-task and prioritize workload; must be flexible and able to meet deadlines. 
  • Ability to embody and reflect Vestcom's core values

Additional information

  Additional Requirements

  • Compliance with applicable Company policies maintaining a drug free workplace is required
  • Compliance with all Company policies is required including all safety policies and procedures

  Supervisory Responsibilities 

None.

  Management Disclaimer

Vestcom's Management reserves the right to revise, change or modify the duties and responsibilities of this position at any time to meet business and organizational needs. This position description may not list all duties for this position. The incumbent in the position may be asked to perform other duties. This position description is not a contract for employment and either the incumbent or Vestcom may terminate employment at any time, for any reason. 

Additional Information

Equal Opportunity Employer:

Avery Dennison is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability, protected veteran status, or any other protected status.

Reasonable Accommodations Notice:

If you require accommodations to view or apply for a job, alternative methods are available to submit an application. Please contact (440) 534-6000 or [email protected] to discuss reasonable accommodations.

Identity Verification Notice:

To maintain the integrity of our hiring process and protect our candidates from identity fraud, we require video and/or in-person interviews. As part of this verification, we may also ask you to take a brief photo. This image is used exclusively to ensure identity consistency and will be permanently deleted once the hiring process concludes.

Pre-employment Screening Notice:

As part of our commitment to maintaining a safe and productive work environment, Avery Dennison requires all final candidates to successfully complete a comprehensive background check and a drug screening. These checks are conducted post-offer and are a condition of employment. All results will be considered in accordance with applicable local, state, and federal laws.


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