JobFrame · Ladder · DSAISE.GEN.P7
Data Science / Artificial Intelligence / Software Engineering · General
The full level-by-level ladder — every rung side by side, current level (P7) highlighted.
Pay by level
Same pricing source as the profile's ticker header — family multiplier + inherited focus differential over the function×level base.
National-base pricing — this family's function differential is pending review, so dollar levels are not function-adjusted (level-over-level % is unaffected).
Pay rises with level — the structure that explains the most pay variance.
Pay figures are modeled estimates from our market equation — level-differentiated, with honest-wide bands. They refresh as new leveling evidence lands; treat per-role dollars as directional.
Mastery at this level
P7 — Expert · great — sets the standard, reconciles the hard trade-offs
Stewarding AI's societal trajectory
- Reconciles value alignment against commercial and geopolitical pressure to ship
- Anticipates emergent large-scale harms before deployment and pre-commits mitigations
- Shapes public trust and policy through transparent standard-setting
- Designs deployments that augment human judgment and preserve human control at scale
Top of the ladder — this level sits in the Expert stage, the highest the field defines.
From Lead An AI / ML Research Team — the closest guide to this family (semantic match; stage bands from the canonical level binding).
No JFM factory canon (responsibilities × level, level guidelines × level, skills) for this profile yet.