Table 2. PhD Scientist Training Stages Mapped to Dreyfus and Dreyfus Levels of Skill Acquisition. Early-Career Scientists Include Researchers Undertaking Postdoctoral Training as Well as Those in Science Positions in Career Pathways That Involve Other Kinds of Advanced Training, e.g., On-The-Job Training or Certification.