TecHub

Feature engineering

Ability to apply Feature engineering concepts, methods and tools to design, build, operate, analyze or improve technology safely and effectively.

Skill catalogue

Technical2 roles ask for it

What each level means

The P1–P5 scale is shared across every skill, but what each level means changes with the skill. This is what it looks like in practice.

  1. P1

    Explains basic concepts and performs simple tasks with guidance.

  2. P2

    Applies the skill independently in common situations and knows when to escalate.

  3. P3

    Handles complex situations, adapts methods and coaches less-experienced colleagues.

  4. P4

    Sets standards, integrates the skill across teams and resolves novel or high-impact problems.

  5. P5

    Defines enterprise or industry practice, develops other experts and shapes strategy through the skill.

Roles that ask for it

Showing 2 of 2.

RoleLevelTarget
Data ScientistIC2
Senior ML engineerL4

Source: SFIA; PMI