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The traditional [human resource management] HRM system has been job-based and has reflected a bureaucratic model of organising work. Such job-based personnel management systems have shown a tendency to break down when jobs are dissolving under more flexible work organisation. Many writers have called for a competency approach to replace the traditional job-based approach under these new conditions, and we have seen a growing literature on competency modelling. The study reported here suggests that jobs are structured along two independent lines: formal control and complexity of work tasks. Each combination of formalisation and complexity (high and low) gives rise to a different approach to align work and competencies. The job-based approach and the competency approach are only two of these, and an occupational and a professional approach are also identified. While formal company-internal training is related to job approach and competency approach, training for skilled tradesmen and professionals is a combination of company-external professional training prior to the work career and informal on-the-job and self-managed training.