Task Variability
This factor measures the degree of variation and unpredictability in the tasks associated with a role. A lower score implies that the tasks are routine and predictable, making them easier to automate, while a higher score indicates a high degree of variability and unpredictability in tasks, which typically makes automation more challenging.
2
Physical Dexterity Required
This variable evaluates the level of physical skill, coordination, and dexterity required in a role. A lower score suggests that the role requires minimal physical dexterity, potentially making it more amenable to automation. In contrast, a higher score indicates a significant need for physical skills and finesse, which are often challenging for machines to replicate.
2
Relative Skill Level
This factor is an individual's self-assessment of their own skill level relative to their peers or industry standards. It requires an honest appraisal of where they stand in terms of expertise, proficiency, and capability within their profession. A lower score would indicate that the individual perceives their skills as basic or below average in their field, potentially making them more replaceable. A higher score suggests that the individual considers their skills to be advanced, specialised, or superior compared to their peers, indicating a lower likelihood of being replaced by automation.
2
Relative Experience Level
This factor assesses the individual's years of experience in their field or industry. It's a self-assessment of how long they've been gaining skills and knowledge related to their role. A lower score signifies a newcomer or someone with relatively few years of experience, potentially making them more replaceable. A higher score indicates an individual with many years of experience, suggesting a depth of knowledge and expertise that is less susceptible to automation.
2
Autonomy Index
The Autonomy Index evaluates the level of control and independence an individual has over their role and decisions within their workplace. This factor is particularly relevant in assessing how much personal discretion affects the likelihood of their role being automated. A lower score indicates limited autonomy and greater susceptibility to organisational decisions like automation, while a higher score suggests significant control over their job security and less likelihood of being replaced by automation.
2
Automation Incompatibility Factor
This variable assesses the inherent compatibility of a role with automation, considering factors like the need for human intuition, creativity, emotional intelligence, and physical presence. A lower score indicates that the role is more compatible with automation, while a higher score suggests significant aspects of the role cannot be replicated by machines or AI.
2