Researchers in 2026 need a combination of technical, collaborative, and data management skills to participate effectively in open science practices.
Core Technical Skills
Data management and sharing tops the list. Researchers must know how to organize datasets with clear metadata, use repositories like Zenodo or Figshare, and apply FAIR principles (Findable, Accessible, Interoperable, Reusable). Understanding version control systems like Git for both code and manuscripts has become essential, not optional.
Preregistration and transparency skills matter increasingly for credibility. This means documenting hypotheses before data collection, sharing analysis plans publicly, and being comfortable with platforms like OSF (Open Science Framework) or protocols.io.
Collaborative and Communication Skills
Open science thrives on collaboration across institutions and disciplines. Researchers need to communicate findings clearly to non-specialist audiences through preprints, blogs, and social media. Writing accessible summaries of technical work—without oversimplifying—is now a core competency.
Peer review literacy has expanded beyond traditional journal reviews. Researchers should understand how to provide constructive open peer reviews, respond to public comments on preprints, and engage with post-publication critique professionally.
Information and AI Literacy
With 500,000+ new papers published monthly, researchers need advanced search skills that go beyond keyword matching. Understanding how to construct complex queries with inclusion/exclusion logic helps cut through noise—WisPaper's Deep Search, for example, filters out 90% of irrelevant results by understanding research intent rather than just matching terms.
AI tool literacy is critical but requires caution. Researchers must know how to verify AI-generated information, recognize hallucinations, and trace claims back to primary sources. This includes understanding when to trust AI assistants and when human judgment is non-negotiable.
Legal and Ethical Awareness
Finally, researchers need working knowledge of Creative Commons licenses, copyright basics for data and code, and ethical considerations around participant privacy when sharing research materials. Understanding institutional and funder mandates for open access publishing has shifted from optional to required knowledge.
These skills aren't static—continuous learning through workshops, online courses, and community engagement keeps researchers current as open science practices evolve.
