About data science and data related services

As data becomes central to how businesses make decisions, Fiverr has expanded its marketplace with dedicated categories for data-related services. Whether you need help storing information, cleaning a spreadsheet, visualizing trends, or building a predictive model, this category structure makes it easier to find the right freelancer for the job. This article will explain the different offerings in this category.


Data subcategories

The Data vertical is made up of the following subcategories:

  1. Databases
  2. Data Processing
  3. Data Analytics
  4. Data Visualization
  5. Data Science
  6. Data Entry
  7. Other

What each subcategory covers

  • Databases covers the planning and design of data storage solutions, including the integrity and optimization of data structure and architecture.

    • Writing and improving database queries (SQL, NoSQL, and others)
    • Cloud storage solutions
    • Database administration
    • Queries and consultations
  • Data Processing covers data collection through web scraping and mining, along with the tools used to clean and prepare data for use.

    • Data manipulation and transformation (ETL)
    • Automations
    • Formula and macro creation in spreadsheets (Excel, Google Sheets), VBA, and script editor code snippets
  • Data Analytics covers data-driven decision-making based on business data analysis, using statistical and business intelligence techniques across business functions such as sales, inventory, and forecasting.

    • Marketing and Sales
    • Product and UX
    • Surveys and Research
    • Business and Financial fields
    • Planning and Supply Chain
    • Consultation
  • Data Visualization covers turning data into a visual format that's easier to understand and act on.

    • Graphs and charts
    • Interactive dashboards
    • Reports based on business information
    • Geographical information systems (map-based views)
  • Data Science covers the use of machine learning and advanced AI techniques to extract business insights, including deriving information from unstructured text and natural language.

    • Finding similarities and objects within images and video, and adjusting images automatically
    • Ranking search results and generating personalized recommendations
    • Analyzing information based on historical data
    • Deep learning, KNN algorithms, and artificial neural networks
  • Data Entry covers manual data capturing, typing, and virtual assistance tasks such as inserting, uploading, deleting, fixing formats, verifying, tagging, aggregating, collecting, cleaning, and processing data records, as well as copy-paste work.

  • Data is a fast-growing field, and new types of data services are constantly emerging. This subcategory covers data-related services that don't yet have a dedicated home. As demand grows, Fiverr continues to expand this category structure.

What this means if you've used data services before

Some Gigs that were previously listed under Programming & Tech have moved into these new, more specific subcategories:

  • Optimization & Design, Queries, and Help/Consultation Gigs moved to Databases
  • VBA/Macros and Data Mining/Scraping Gigs moved to Data Processing
  • Modeling and Consultation Gigs moved to Data Analytics
  • Visualization Gigs moved to Data Visualization
  • Machine Learning Gigs moved to Data Science

If you previously bookmarked or ordered a data-related Gig and can't find it in its old category, check the corresponding subcategory above because it's likely been reorganized rather than removed.

FAQs

  • Yes. All existing data-related offerings are still available, they've been reorganized into the new subcategories described above, alongside additional new options.

  • If your need doesn't clearly fit Databases, Data Processing, Data Analytics, Data Visualization, Data Science, or Data Entry, check the Other subcategory, or reach out to a freelancer directly to discuss your project.

  • Data Analytics focuses on using existing business data and statistical techniques to guide decisions, such as forecasting, marketing analysis, or financial planning. Data Science focuses more on machine learning and AI-driven techniques, such as predictive modeling and deep learning.

  • As the Data vertical expanded, Fiverr moved several existing Gig types into more specific data-related subcategories so they would be easier for clients to find.

  • It's possible. Data services are a fast-growing field, and Fiverr continues to expand this category structure as new types of data-related work emerge.

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