Training Data Creation (Opportunity Overview)
Training data creation involves creating and providing data (images, text, sound clips, etc.) that will be used to train machine learning models. While this may sound complicated, creating training data can be as simple as taking a selfie (e.g. for a facial recognition AI) or summarizing a block of text (e.g. for a natural language processing AI).
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Platforms With Training Data Creation Opportunities
Remotasks is a crowdsourcing marketplace where taskers can earn money doing online microtasks like data labeling, data categorization, transcription, and other things related to AI training. Founded in 2017, the platform has worked with popular companies like GM Cruise, Lyft, and Google, and claims to have paid out over $15M to its 240k+ taskers.
Appen is a crowdsourcing marketplace for gig work and AI-related tasks. Here, organizations can hire from Appen's crowd of contributors (freelance contractors) who get paid to complete tasks like data collection, data labeling, search evaluation, transcription, and more. Founded in 1996, Appen claims to have over 1M contributors across 170+ countries.
Amazon Mechanical Turk (MTurk) is a crowdsourcing marketplace that connects businesses with workers who earn money by completing small tasks through the web. Founded in 2005, the platform is owned and operated by Amazon.com and is home to over 500k crowd workers.
Clickworker is a crowdsourcing marketplace platform that connects businesses with freelance contractors for the completion of small, digital tasks (ie microtasks). These tasks can range from writing and translating to researching, data processing, and more. Founded in 2005, the platform has facilitated the completion of over 1 million tasks.
Tryber is a crowdtesting platform where testers can earn money for finding bugs, usability issues, and other problems in websites, applications, physical products, and more. The platform is owned and operated by Unguess (formerly AppQuality), a crowdsourcing platform that was founded in 2015.
Toptal is an exclusive freelance marketplace that connects the top 3% of Freelancers (aka Toptalers) specializing in fields like development, design, finance, project management, and product management, with Business Owners and Clients from around the world.
Tip: Find more platforms with Training Data Creation opportunities on our platform discovery tool.
