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Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , Qatar - Full Time
Skills Needed
Annotation, Content Rating, Factual Accuracy Evaluation, Content Comparison, Data Review, Labeling, Classification, Fact Checking, Logical Thinking, Attention To Detail, Complex Instruction Following, Communication, Technology Interest, Generative Ai
Specialization
Candidates must possess a Bachelor’s degree in any discipline and have a minimum of one year of professional experience. Essential requirements include an advanced level of English (C1 or higher) and strong abilities in logical thinking, fact-checking, and reasoning.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , Malaysia - Full Time
Skills Needed
Annotation, Rating, Evaluating, Labeling, Classifying, Fact Checking, Logical Thinking, Attention To Detail, Communication, Ai Training
Specialization
Candidates must possess an advanced level of English (C1 or higher) and have a Bachelor’s degree in any discipline along with a minimum of one year of professional experience. Essential abilities include logical thinking, strong attention to detail, and the capacity to follow complex instructions.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , Saudi Arabia - Full Time
Skills Needed
Annotation, Rating, Evaluation, Fact Checking, Classification, Content Review, Attention To Detail, Following Instructions, Communication, Logical Thinking, Technology Interest
Specialization
Candidates must possess a Bachelor’s degree in any discipline and have a minimum of one year of professional experience. Essential requirements include advanced written and spoken English (C1 or higher), strong logical thinking, fact-checking abilities, and meticulous attention to detail.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
Belo Horizonte, Minas Gerais, Brazil - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality, Llms, Ai Automation, Critical Thinking, Quality Control, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis or software development. English proficiency at an upper-intermediate (B2) level or above is required, and residency in the specified country is mandatory for eligibility.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
Rio de Janeiro, Southeast, Brazil - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality, Llms, Ai Automation, Critical Thinking, Quality Control, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis or software development. Proficiency in Python scraping libraries and strong English skills (Upper-intermediate B2 or above) are required.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
, , South Korea - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Javascript, Data Validation, Data Quality, Llms, Ai Automation, Critical Thinking, Quality Control, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis, AI automation, or software development. Proficiency in Python web scraping tools like BeautifulSoup and Selenium is required, along with strong attention to detail and upper-intermediate English proficiency (B2 or above).
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
, , Uruguay - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality, Llms, Ai Automation, Critical Thinking, Quality Control, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis or software development. Proficiency in Python scraping libraries and strong English skills (Upper-intermediate B2 or above) are required.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
, , Costa Rica - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Quality Control, Ai Automation, Llms, Data Engineering, Critical Thinking, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis, AI automation, or software development. Proficiency in Python web scraping tools and strong English skills (Upper-intermediate B2 or above) are required.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
Durban, KwaZulu-Natal, South Africa - Full Time
Skills Needed
Annotation, Rating, Evaluation, Fact Checking, Classification, Logical Thinking, Attention To Detail, Communication, Generative Ai, Data Review
Specialization
Candidates must possess a Bachelor’s degree in any discipline and have a minimum of one year of professional experience. Essential requirements include an advanced level of English (C1 or higher), strong logical thinking, fact-checking abilities, and meticulous attention to detail.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
Cape Town, Western Cape, South Africa - Full Time
Skills Needed
Logical Thinking, Fact Checking, Reasoning Abilities, Attention To Detail, Complex Instructions Following, Communication Skills, Technology Interest, Artificial Intelligence, English Proficiency
Specialization
Candidates must possess a Bachelor’s degree in any discipline and a minimum of one year of professional experience. Essential requirements include advanced (C1 or higher) written and spoken English, strong logical thinking, attention to detail, and the ability to follow complex instructions.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , South Africa - Full Time
Skills Needed
Annotation, Rating, Evaluation, Fact Checking, Classification, Logical Thinking, Attention To Detail, Communication, Generative Ai, Ai Training
Specialization
Candidates must possess a Bachelor’s degree in any discipline and have a minimum of one year of professional experience. Essential requirements include advanced English proficiency (C1 or higher), strong logical thinking, fact-checking abilities, and meticulous attention to detail.
AI Pilot Operations Associate (Freelance) at Mindrift
, , South Africa - Full Time
Skills Needed
Web Research, Fact Checking, Intent Checking, Llm Collaboration, Prompt Design, Data Curation, Analysis, Editing, Attention To Detail, Adaptability, Research
Specialization
Candidates must have completed or be currently enrolled in a Bachelor's or Master's degree and possess professional or educational experience in data annotation, along with an advanced interest in AI. Essential skills include proficiency in web searching, fact-checking, working with LLMs, and having an upper-intermediate (B2) or higher level of English proficiency.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
Ciudad de México, , Mexico - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality Control, Llms, Ai Automation, Javascript, Api Endpoints, Data Engineering, Troubleshooting
Specialization
Candidates must have strong technical precision in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis or software development. Required English proficiency is Upper-intermediate (B2) or above, and applicants must reside in the specified country.
Influencer Marketing Specialist (Freelance) at Beame
, , Singapore - Full Time
Skills Needed
Influencer Marketing, Campaign Management, Social Media, Digital Marketing, Communication, Relationship Building, Content Creation, Performance Analysis, Market Research, Reporting, Organizational Skills, Healthcare Knowledge, Beauty Industry Knowledge, Creativity, Strategic Thinking, Collaboration
Specialization
Candidates should have at least 2 years of experience in influencer marketing or related roles. Strong communication skills and a passion for social media and content creation are essential.
Experience Required
Minimum 2 year(s)
Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , Japan - Full Time
Skills Needed
Annotation, Rating, Fact Checking, Classification, Logical Thinking, Attention To Detail, Communication, Generative Ai, Data Review
Specialization
Candidates must possess a Bachelor’s degree in any discipline and have a minimum of one year of professional experience. Essential qualifications include an advanced level of English (C1 or higher) and strong abilities in logical thinking and fact-checking.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
, , Hungary - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality Control, Llms, Ai Frameworks, Automation, Troubleshooting, Data Engineering, Critical Thinking
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis, AI automation, or software development. Upper-intermediate (B2) English proficiency is required, and a technical degree is a plus.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
Guadalajara, jalisco, Mexico - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality Control, Llms, Ai Frameworks, Automation, Troubleshooting, Data Analysis, Data Engineering
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis, AI automation, or software development. Proficiency in English (Upper-intermediate B2 or above) is required, and familiarity with Python scraping libraries is essential.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
Ciudad de México, , Mexico - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality Control, Llms, Ai Frameworks, Automation, Javascript Rendering, Data Cleaning, Api Endpoints
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis, AI automation, or software development. Upper-intermediate (B2) English proficiency is required, and a technical degree is a plus.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
, , Mexico - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality Control, Llms, Ai Automation, Javascript, Api Endpoints, Data Engineering, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, with at least one year of relevant experience desirable in data analysis, AI automation, or software development. Upper-intermediate (B2) English proficiency is required, and a technical degree is a plus.
AI Pilot Operations Associate (Freelance) at Mindrift
Pretoria, Gauteng, South Africa - Full Time
Skills Needed
Web Research, Fact Checking, Intent Checking, Llm Collaboration, Prompt Design, Data Curation, Analysis, Editing, Attention To Detail, Adaptability, Research
Specialization
Candidates must have completed or be currently enrolled in a Bachelor's or Master's degree and possess professional or educational experience in data annotation, showing deep interest and curiosity in AI. Essential skills include proficiency in web searching, fact-checking, working with LLMs, and having an upper-intermediate (B2) or higher level of English proficiency.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , Qatar -
Full Time

Start Date

Immediate

Expiry Date

17 Jun, 26

Salary

17.0

Posted On

19 Mar, 26

Experience

0 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Annotation, Content Rating, Factual Accuracy Evaluation, Content Comparison, Data Review, Labeling, Classification, Fact-Checking, Logical Thinking, Attention To Detail, Complex Instruction Following, Communication, Technology Interest, Generative AI

Industry

technology;Information and Internet

Description
Please submit your resume in English and indicate your level of English. At Toloka, we connect smart, curious people from around the world with freelance online tasks that train and improve artificial intelligence. What we do The Toloka Annotators connects individuals with Generative AI projects from leading tech innovators. Our mission is to unlock the full potential of AI by involving real people from around the world in the development process. About the Role Annotation is what helps AI make sense of the world. As an annotator, you may be invited to take part in online projects such as rating AI-generated content, evaluating factual accuracy, or comparing responses - when projects are available. Responsibilities: Carefully review provided data (text, images, or videos) Label or classify content based on project guidelines Identify and flag factually incorrect, sensitive, inappropriate, or unclear material Important note: This is project-based work. Tasks are available only when projects are active. You may be invited to one or more projects depending on your profile and current opportunities. Each project has its own compensation level based on scope and expertise required. On this project, AI trainers earn up to $17 per hour equivalent. Bachelor’s degree in any discipline Minimum 1 year of experience in any professional role Advanced level of English (C1 or higher), both written and spoken Logical thinking, fact-checking and reasoning abilities Strong attention to detail and ability to understand and follow complex instructions Strong communication skills, including the ability to ask clarifying questions when needed Genuine interest in technology and artificial intelligence Why this freelance opportunity might be a great fit for you? Take part in a part-time, remote, freelance project that fits around your primary professional or academic commitments. Work on advanced AI projects and gain valuable experience that enhances your portfolio. Influence how future AI models understand and communicate in your field of expertise.
Responsibilities
Annotators will be responsible for carefully reviewing provided data such as text, images, or videos, and then labeling or classifying content according to project guidelines. This includes identifying and flagging material that is factually incorrect, sensitive, inappropriate, or unclear.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , Qatar - Full Time
Skills Needed
Annotation, Content Rating, Factual Accuracy Evaluation, Content Comparison, Data Review, Labeling, Classification, Fact Checking, Logical Thinking, Attention To Detail, Complex Instruction Following, Communication, Technology Interest, Generative Ai
Specialization
Candidates must possess a Bachelor’s degree in any discipline and have a minimum of one year of professional experience. Essential requirements include an advanced level of English (C1 or higher) and strong abilities in logical thinking, fact-checking, and reasoning.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , Malaysia - Full Time
Skills Needed
Annotation, Rating, Evaluating, Labeling, Classifying, Fact Checking, Logical Thinking, Attention To Detail, Communication, Ai Training
Specialization
Candidates must possess an advanced level of English (C1 or higher) and have a Bachelor’s degree in any discipline along with a minimum of one year of professional experience. Essential abilities include logical thinking, strong attention to detail, and the capacity to follow complex instructions.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , Saudi Arabia - Full Time
Skills Needed
Annotation, Rating, Evaluation, Fact Checking, Classification, Content Review, Attention To Detail, Following Instructions, Communication, Logical Thinking, Technology Interest
Specialization
Candidates must possess a Bachelor’s degree in any discipline and have a minimum of one year of professional experience. Essential requirements include advanced written and spoken English (C1 or higher), strong logical thinking, fact-checking abilities, and meticulous attention to detail.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
Belo Horizonte, Minas Gerais, Brazil - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality, Llms, Ai Automation, Critical Thinking, Quality Control, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis or software development. English proficiency at an upper-intermediate (B2) level or above is required, and residency in the specified country is mandatory for eligibility.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
Rio de Janeiro, Southeast, Brazil - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality, Llms, Ai Automation, Critical Thinking, Quality Control, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis or software development. Proficiency in Python scraping libraries and strong English skills (Upper-intermediate B2 or above) are required.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
, , South Korea - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Javascript, Data Validation, Data Quality, Llms, Ai Automation, Critical Thinking, Quality Control, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis, AI automation, or software development. Proficiency in Python web scraping tools like BeautifulSoup and Selenium is required, along with strong attention to detail and upper-intermediate English proficiency (B2 or above).
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
, , Uruguay - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality, Llms, Ai Automation, Critical Thinking, Quality Control, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis or software development. Proficiency in Python scraping libraries and strong English skills (Upper-intermediate B2 or above) are required.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
, , Costa Rica - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Quality Control, Ai Automation, Llms, Data Engineering, Critical Thinking, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis, AI automation, or software development. Proficiency in Python web scraping tools and strong English skills (Upper-intermediate B2 or above) are required.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
Durban, KwaZulu-Natal, South Africa - Full Time
Skills Needed
Annotation, Rating, Evaluation, Fact Checking, Classification, Logical Thinking, Attention To Detail, Communication, Generative Ai, Data Review
Specialization
Candidates must possess a Bachelor’s degree in any discipline and have a minimum of one year of professional experience. Essential requirements include an advanced level of English (C1 or higher), strong logical thinking, fact-checking abilities, and meticulous attention to detail.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
Cape Town, Western Cape, South Africa - Full Time
Skills Needed
Logical Thinking, Fact Checking, Reasoning Abilities, Attention To Detail, Complex Instructions Following, Communication Skills, Technology Interest, Artificial Intelligence, English Proficiency
Specialization
Candidates must possess a Bachelor’s degree in any discipline and a minimum of one year of professional experience. Essential requirements include advanced (C1 or higher) written and spoken English, strong logical thinking, attention to detail, and the ability to follow complex instructions.
Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , South Africa - Full Time
Skills Needed
Annotation, Rating, Evaluation, Fact Checking, Classification, Logical Thinking, Attention To Detail, Communication, Generative Ai, Ai Training
Specialization
Candidates must possess a Bachelor’s degree in any discipline and have a minimum of one year of professional experience. Essential requirements include advanced English proficiency (C1 or higher), strong logical thinking, fact-checking abilities, and meticulous attention to detail.
AI Pilot Operations Associate (Freelance) at Mindrift
, , South Africa - Full Time
Skills Needed
Web Research, Fact Checking, Intent Checking, Llm Collaboration, Prompt Design, Data Curation, Analysis, Editing, Attention To Detail, Adaptability, Research
Specialization
Candidates must have completed or be currently enrolled in a Bachelor's or Master's degree and possess professional or educational experience in data annotation, along with an advanced interest in AI. Essential skills include proficiency in web searching, fact-checking, working with LLMs, and having an upper-intermediate (B2) or higher level of English proficiency.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
Ciudad de México, , Mexico - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality Control, Llms, Ai Automation, Javascript, Api Endpoints, Data Engineering, Troubleshooting
Specialization
Candidates must have strong technical precision in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis or software development. Required English proficiency is Upper-intermediate (B2) or above, and applicants must reside in the specified country.
Influencer Marketing Specialist (Freelance) at Beame
, , Singapore - Full Time
Skills Needed
Influencer Marketing, Campaign Management, Social Media, Digital Marketing, Communication, Relationship Building, Content Creation, Performance Analysis, Market Research, Reporting, Organizational Skills, Healthcare Knowledge, Beauty Industry Knowledge, Creativity, Strategic Thinking, Collaboration
Specialization
Candidates should have at least 2 years of experience in influencer marketing or related roles. Strong communication skills and a passion for social media and content creation are essential.
Experience Required
Minimum 2 year(s)
Freelance Annotator (English) - AI Trainer at Toloka Annotators
, , Japan - Full Time
Skills Needed
Annotation, Rating, Fact Checking, Classification, Logical Thinking, Attention To Detail, Communication, Generative Ai, Data Review
Specialization
Candidates must possess a Bachelor’s degree in any discipline and have a minimum of one year of professional experience. Essential qualifications include an advanced level of English (C1 or higher) and strong abilities in logical thinking and fact-checking.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
, , Hungary - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality Control, Llms, Ai Frameworks, Automation, Troubleshooting, Data Engineering, Critical Thinking
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis, AI automation, or software development. Upper-intermediate (B2) English proficiency is required, and a technical degree is a plus.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
Guadalajara, jalisco, Mexico - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality Control, Llms, Ai Frameworks, Automation, Troubleshooting, Data Analysis, Data Engineering
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis, AI automation, or software development. Proficiency in English (Upper-intermediate B2 or above) is required, and familiarity with Python scraping libraries is essential.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
Ciudad de México, , Mexico - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality Control, Llms, Ai Frameworks, Automation, Javascript Rendering, Data Cleaning, Api Endpoints
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, ideally with at least one year of relevant experience in data analysis, AI automation, or software development. Upper-intermediate (B2) English proficiency is required, and a technical degree is a plus.
Vibe Coding Web Scraping Expert (Freelance) at Mindrift
, , Mexico - Full Time
Skills Needed
Web Scraping, Data Extraction, Data Processing, Apify, Openrouter, Python, Beautifulsoup, Selenium, Data Validation, Data Quality Control, Llms, Ai Automation, Javascript, Api Endpoints, Data Engineering, Troubleshooting
Specialization
Candidates must have hands-on experience in web scraping, data extraction, and processing, with at least one year of relevant experience desirable in data analysis, AI automation, or software development. Upper-intermediate (B2) English proficiency is required, and a technical degree is a plus.
AI Pilot Operations Associate (Freelance) at Mindrift
Pretoria, Gauteng, South Africa - Full Time
Skills Needed
Web Research, Fact Checking, Intent Checking, Llm Collaboration, Prompt Design, Data Curation, Analysis, Editing, Attention To Detail, Adaptability, Research
Specialization
Candidates must have completed or be currently enrolled in a Bachelor's or Master's degree and possess professional or educational experience in data annotation, showing deep interest and curiosity in AI. Essential skills include proficiency in web searching, fact-checking, working with LLMs, and having an upper-intermediate (B2) or higher level of English proficiency.