Proposal for a Union Framework on Candidate Assessment and Productive Labour

This paper identifies a regulatory gap within the European Union concerning the distinction between legitimate candidate assessment activities and productive labour performed during recruitment, evaluation, probationary, internship, trial and comparable pre-employment processes. The proposal argues that existing Union law provides extensive protection once an employment relationship is formally recognised, but offers limited common guidance for situations in which individuals remain classified as candidates while producing outputs capable of generating direct or indirect economic value. This gap becomes increasingly significant in digital, cross-border and output-oriented recruitment, where candidate-generated work can be retained, reused, adapted, incorporated into existing operations or commercially exploited. The proposed framework establishes common classification principles based on the purpose, substance, practical effect and economic value of an activity rather than its label or contractual description. It distinguishes assessment activity from productive labour through objective criteria and introduces related requirements concerning transparency, compensation, ownership and use of candidate-generated outputs, documentation and record keeping. The framework also proposes rebuttable presumptions, complaint and enforcement mechanisms, proportionate administrative penalties and corrective measures, while relying on existing national competent authorities rather than creating new Union institutions. The proposal is situated within the context of Articles 114 and 153 TFEU, Article 31 of the Charter of Fundamental Rights of the European Union, the European Pillar of Social Rights and existing Union labour and employment legislation. Its internal-market rationale concerns cross-border recruitment, regulatory fragmentation, legal uncertainty and competitive distortion arising from inconsistent treatment of comparable activities across Member States. The proposal does not seek to prohibit practical assessments, internships, probationary periods, skills demonstrations or employer discretion in hiring. Nor does classification as productive labour create a general presumption of employment. Its purpose is limited to establishing clearer criteria and associated safeguards where recruitment-related activities cross the boundary from assessment into productive work. The paper includes policy analysis, proposed regulatory principles, draft recitals, an illustrative draft Regulation, consolidated definitions, referenced Union legal instruments, and an explicit statement of scope and limitations. It is presented as an independent regulatory proposal for consideration rather than as an adopted or formally endorsed Union framework.