Palantir's FDE criteria, mapped to Semata's career signals

Palantir's new-grad FDE listing sets out four core criteria: ruthless goal orientation, embracing ambiguity, agency and intrinsic motivation.

Semata adds a structured pre-interview ranking. It scores evidence from a candidate's career history against: impact (outcomes), complexity of work, adversity handled (grit), career progression velocity vis-à-vis the candidate's peer group, and rigour of prior work environments.

This creates a structured filter before interview. Customer-facing ability remains an interview question.

Where the signals map

Read each Palantir criterion across to its Semata signal.

Palantir FDE criteriaRead down Semata logo Semata career signalsRead across
ImpactOutcomes ComplexityWork handled AdversityGrit VelocityVersus peers Rigour of prior environmentsHiring + work
PPalantir criterion Ruthless goal orientation

Pushes past the product's existing limits rather than working inside them.

 Direct Context layer Applies across every criterion

This measures the rigour of hiring and work in each environment, not pedigree.

It grounds the other traits, which are often self-reported.
PPalantir criterion Embracing ambiguity

Objectives shift, users push back and the solution must be iterated.

 Direct Direct
PPalantir criterion Agency

Decides on incomplete information and does not wait for direction.

 Direct Direct
PPalantir criterion Intrinsic motivation

Solves hard technical problems because the outcome demands it.

 Strong Strong
PBroader Palantir profile T-shaped capability

Deep expertise in one core technical area, with breadth across adjacent technical areas and customer-facing work.

SSemata assessment Complexity + skills and career arcs

Complexity captures the depth and breadth of work; skills and career arcs show where that capability was built and applied. Both are interpreted in the context of the rigour of prior environments.

Direct mapping Strong correlation Context layer

Sources: Palantir's Forward Deployed Software Engineer, New Grad – Commercial listing for the four stated criteria; Palantir's FDE role profile for the broader skillset.