Understanding Career Story

Career Story is a post-scoring enrichment layer that reads the candidate's resume as a narrative, not just a checklist. After the match score is calculated, HireSalt's AI analyzes the shape of the career — the roles, the pacing, the scope changes, and the gaps — so you can judge trajectory alongside the raw score.

What you'll see on the candidate page

On every scored candidate, Career Story appears as a single merged panel with the following sections:

• Header chips — Trajectory Fit, Career Anchor, and Seniority Trajectory at a glance.
• Timeline — A chronological view of positions, including any gaps between roles.
• Career Arc — An overall velocity score with four components (explained below).
• Skill Arc — How the candidate's skill profile has grown and shifted over time.
• Gaps & Flags — Notable pauses, short tenures, or other signals worth a closer look.

The four velocity components

Career Arc breaks velocity into four simple signals. Each is colored so you can scan quickly:

• Progression Speed — How quickly the candidate has taken on more responsibility over time.
• Tenure Consistency — Whether role lengths look stable and intentional, or erratic.
• Scope Expansion — Whether each role meaningfully widened their remit (team size, budget, product surface).
• Title Advancement — The trajectory of job titles, from junior to senior to leadership.

Trajectory Fit labels

Trajectory Fit is the single-line verdict on how the candidate's career arc lines up with the job you're hiring for:

• Strong Fit — The candidate's trajectory points directly at this role. They are already operating at or near this level.
• Moderate Fit — The trajectory aligns, with some gaps or adjacent experience rather than an exact match.
• Stretch — The role is a step up from where the candidate is today. Feasible, but ambitious.
• Step Back — The role sits below the candidate's recent trajectory. Expect questions about motivation and longevity.

Career Anchor

Career Anchor describes the overall shape of the candidate's path:

• Specializing — The candidate has been going deeper in a single domain over successive roles.
• Broadening — They have been widening scope across functions, industries, or skill areas.
• Pivoting — They have made one or more deliberate changes in direction.

Seniority Trajectory arrows

The seniority arrow summarizes where the candidate is headed:

• ↑ Ascending — Moving up in seniority over recent roles.
• → Steady — Holding at a consistent level of seniority.
• ↓ Declining — Recent roles sit below their peak seniority.
• ↻ Pivoting — Changing track in a way that resets or reframes seniority.

Predicted Next Roles

Predicted Next Roles is a short list of the positions the candidate's trajectory naturally points toward. Treat it as a sanity check: if the role you're hiring for appears here, the candidate's arc aligns. If it does not, the candidate may still be a good hire, but the match is less organic and worth probing in interview.

Career Gaps & Flags

Gaps & Flags surface moments that deserve a human read: extended breaks between roles, unusually short tenures, overlapping employment, or step-downs in responsibility. These are not penalties — they are prompts. A well-explained gap is often a non-issue; an unexplained pattern is worth raising in a screen call.

Does Career Story affect the match score?

No. Career Story is a separate enrichment layer. The numeric match score still comes entirely from the scoring criteria: 7 categories, of which 5 carry weight by default (Skills Match, Experience, Education, Semantic Fit, and Stability & Trajectory). Career Story runs after scoring and adds narrative context on top — it helps you interpret the score, but never changes it.