Personal Financial Advisors

Most exposed tasks

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

• Guide clients in the gathering of information, such as bank account records, income tax returns, life and disability insurance records, pension plans, or wills.97
• Interview clients to determine their current income, expenses, insurance coverage, tax status, financial objectives, risk tolerance, or other information needed to develop a financial plan.86
• Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.78

Augmentable tasks

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

• Manage client portfolios, keeping client plans up-to-date.58
• Implement financial planning recommendations, or refer clients to someone who can assist them with plan implementation.58
• Answer clients' questions about the purposes and details of financial plans and strategies.53

Most durable tasks

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

The current data release does not distinguish durable tasks for this role.

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 68 puts Personal Financial Advisors in the most-exposed quarter of analyzed occupations. In practice, exposure this high is about the mix: 15 of 20 analyzed tasks lean automatable, 5 augmentable, and 0 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: audit how much of your week sits in the exposed tasks above — then shift time toward the durable set or investigate the adjacent roles below.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $105,070median wage
• 266,800employed
• 24,100annual openings
• +9.6%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.

• Credit Counselors 78
• Securities, Commodities, and Financial Services Sales Agents 68
• Loan Officers 80
• Financial Analyst 50
• Risk Analyst 53
• Financial Managers 70

FAQ — Personal Financial Advisors

What does a score of 68 mean for a Personal Financial Advisors?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 68 on a 0–100 exposure scale — in the most-exposed quarter 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: Guide clients in the gathering of information, such as bank account records, income tax returns, life and disability insurance records, pension plans, or wills; Interview clients to determine their current income, expenses, insurance coverage, tax status, financial objectives, risk tolerance, or other information needed to develop a financial plan; Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The current data release does not distinguish durable tasks for this role.

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.