Distribution across 36 profiles.
Middle half of Loan Officers score between 34% and 46%.
0%
50%
100%
p10 · 29%
48% · p90
Task breakdown by work type
On-screen work61%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen0%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action0%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person39%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Loan Officer, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Meeting with applicants (in-person or virtually) to explain loan options, terms, and requirements, and to gather additional documentation or clarification
some context neededsocial core
29%AA
3%
Reviewing loan applications (credit reports, income statements, employment history, debt-to-income ratios) to determine initial eligibility and risk level
20%DD
60%
Analyzing financial data (tax returns, bank statements, business financials) to assess creditworthiness and recommend loan approval, denial, or conditional approval
deep expertise
19%DD
33%
Staying updated on lending regulations, compliance requirements, and market trends to ensure loans meet legal and institutional standards
14%DD
64%
Following up with applicants, underwriters, and other stakeholders (e.g., appraisers, title companies) to resolve issues, provide updates, or request additional information
9%AA
3%
Preparing and submitting loan packages to underwriters, including all required documentation and initial risk assessments
6%DD
70%
Building and maintaining relationships with real estate agents, builders, and other referral sources to generate new loan business
deep expertisesocial core
0%AA
1%
TaskTimeTypeExposure
Reviewing loan applications (credit reports, income statements, employment history, debt-to-income ratios) to determine initial eligibility and risk level
28%DD
61%
Meeting with applicants (in-person or virtually) to explain loan options, terms, and requirements, and to gather additional documentation or clarification
deep expertisesocial core
22%AA
0%
Preparing and submitting loan packages to underwriters, including all required documentation and initial risk assessments
16%DD
91%
Staying updated on lending regulations, compliance requirements, and market trends to ensure loans meet legal and institutional standards
14%DD
52%
Analyzing financial data (tax returns, bank statements, business financials) to assess creditworthiness and recommend loan approval, denial, or conditional approval
deep expertise
10%DD
35%
Following up with applicants, underwriters, and other stakeholders (e.g., appraisers, title companies) to resolve issues, provide updates, or request additional information
7%AA
7%
Building and maintaining relationships with real estate agents, builders, and other referral sources to generate new loan business
some context neededsocial core
0%AA
2%
TaskTimeTypeExposure
Reviewing loan applications (credit reports, income statements, employment history, debt-to-income ratios) to determine initial eligibility and risk level
30%DD
70%
Analyzing financial data (tax returns, bank statements, business financials) to assess creditworthiness and recommend loan approval, denial, or conditional approval
30%DD
65%
Meeting with applicants (in-person or virtually) to explain loan options, terms, and requirements, and to gather additional documentation or clarification
deep expertisesocial core
22%AA
8%
Preparing and submitting loan packages to underwriters, including all required documentation and initial risk assessments
7%DD
94%
Staying updated on lending regulations, compliance requirements, and market trends to ensure loans meet legal and institutional standards
6%DD
59%
Building and maintaining relationships with real estate agents, builders, and other referral sources to generate new loan business
deep expertisesocial element
1%AA
3%
Following up with applicants, underwriters, and other stakeholders (e.g., appraisers, title companies) to resolve issues, provide updates, or request additional information
1%AA
4%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
