Customer Success Manager

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Draft account check-in summaries62

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Analyze account health metrics55
• Review records or reports pertaining to activities such as production, payroll, or shipping to verify details, monitor work activities, or evaluate performance.49
• Prepare and issue work schedules, deadlines, and duty assignments for office or administrative staff.49

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Build trusted client relationships18
• Supervise the work of office, administrative, or customer service employees to ensure adherence to quality standards, deadlines, and proper procedures, correcting errors or problems.27
• Coordinate activities with other supervisory personnel or with other work units or departments.27

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 39 puts Customer Success Manager in the second quartile of analyzed occupations. In practice, exposure this level is about the mix: 1 of 20 analyzed tasks lean automatable, 15 augmentable, and 4 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: adopt AI deliberately on the augmentable tasks and build visible evidence of the durable ones.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $83,260median wage
• +13.0%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Account Manager 42
• Product Manager 31
• Operations Analyst 49
• First-Line Supervisors of Non-Retail Sales Workers 61
• First-Line Supervisors of Mechanics, Installers, and Repairers 52
• First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand 63

FAQ — Customer Success Manager

What does a score of 39 mean for a Customer Success Manager?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 39 on a 0–100 exposure scale — in the second quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Draft account check-in summaries. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The most durable responsibilities are: Build trusted client relationships; Supervise the work of office, administrative, or customer service employees to ensure adherence to quality standards, deadlines, and proper procedures, correcting errors or problems; Coordinate activities with other supervisory personnel or with other work units or departments. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.