The Complete ATS Optimization Checklist for Loan Officer Resumes

The Complete ATS Optimization Checklist for Loan Officer Resumes

The mortgage industry added its first net-new producing loan officers since the pandemic in 2025 — 221,161 active LOs, up from 220,449 the year prior — while the Mortgage Bankers Association projects 6.5 million originations for the year, a 28% jump over 2024 ¹². That recovery means competition for loan officer positions is intensifying at exactly the moment lenders are rebuilding headcount. With 99% of Fortune 500 companies and 75% of mid-size employers using applicant tracking systems to rank and filter candidates, your resume must pass algorithmic screening before a hiring manager at any bank, credit union, or mortgage company ever sees it ³. The Bureau of Labor Statistics counts 301,400 loan officers employed nationally (SOC 13-2072) earning a median salary of $74,180, with 20,300 openings projected annually through 2034 ⁴. Every one of those openings attracts dozens of NMLS-licensed professionals — and the ATS determines who makes the shortlist.

This checklist gives you a systematic, research-backed process for building a loan officer resume that survives ATS parsing, ranks for the keywords lenders actually search, and presents your origination volume, compliance record, and client relationships where recruiters look first.

Key Takeaways

• ATS platforms parse your resume into structured data fields — tables, graphics, and non-standard section headers cause critical information like origination volume, NMLS license number, and compliance certifications to vanish from your parsed profile.
• Loan officer roles demand quantified production metrics. ATS ranking algorithms and hiring managers both prioritize resumes with specific loan volumes, funding amounts, pull-through rates, and pipeline figures over vague claims of "strong production."
• Your NMLS number is a hard filter. Under the SAFE Act, every mortgage loan originator must be registered through the Nationwide Multistate Licensing System. Omitting your NMLS ID from your resume can trigger immediate disqualification at lenders that use knockout screening questions ⁵.
• Mirror the exact compliance and technology language from each job posting. ATS keyword matching is often literal — "TRID compliance" and "TILA-RESPA Integrated Disclosures" may score differently depending on the system, so include both forms.
• Format determines parseability. A single-column, .docx resume with standard section headers passes through Workday, Greenhouse, iCIMS, and Encompass-integrated ATS platforms without the parsing failures that eliminate candidates before review.

How ATS Systems Screen Loan Officer Resumes

Applicant tracking systems do not read your resume the way a branch manager or regional production director does. They parse it — converting your document into structured data fields that map to the employer's requisition criteria.

Stage 1: Document Parsing

The ATS extracts text from your uploaded file and attempts to categorize it into predefined fields: contact information, work experience, education, skills, certifications, and licenses. Workday (used by over 37% of Fortune 500 companies) and iCIMS use different parsing engines, but they all struggle with the same formatting elements ³:

• Tables and columns — Multi-column layouts confuse field mapping. Your "Funded Volume: $42M" entry in a right-aligned sidebar may parse as disconnected text fragments.
• Headers and footers — Many ATS engines skip header/footer content entirely. If your NMLS number or contact information lives in a Word header, the system may create a profile with no license attached.
• Graphics and icons — Bar charts showing year-over-year production growth, pie charts showing loan product mix, and progress bars showing pull-through rates are invisible to text parsers. That visual "$58M funded" chart becomes empty space.

Stage 2: Keyword Matching

Once parsed, the system compares your resume content against the job requisition's requirements. This matching operates at multiple levels:

• Required qualifications — Hard filters like "active NMLS license," "3+ years mortgage lending experience," or "SAFE Act compliant." Missing these can mean automatic disqualification in systems that use knockout questions.
• Preferred qualifications — Soft scoring criteria like "experience with jumbo loans" or "FHA/VA lending knowledge." Having these increases your ranking but may not eliminate you if absent.
• Skills taxonomy matching — Modern ATS platforms maintain skills databases. When a recruiter enters "LOS" as a requirement, some systems automatically expand the search to include "Encompass," "Calyx Point," and "Byte." Others do not. You cannot predict which system a lender uses, so include both the category term and specific platform names.

Stage 3: Ranking and Scoring

Systems like iCIMS, Greenhouse, and Lever generate candidate scores based on match percentage. A recruiter reviewing applications will typically filter to the top 10-20 candidates by match score before beginning manual review. The 2021 Harvard Business School study found that 88% of employers acknowledged their hiring technology screens out qualified candidates who do not match exact search criteria ³⁶.

For loan officers specifically, this means your production numbers, NMLS license, compliance certifications, and LOS proficiency must appear as parseable text — not embedded in images or buried in paragraphs where the system cannot map them to the relevant fields.

Critical ATS Keywords for Loan Officers

O*NET identifies key technology skills and knowledge areas for loan officers (SOC 13-2072), including economics and accounting, sales and marketing, and law and government ⁷. The following keyword categories represent the terms most frequently found in loan officer job postings across major job boards.

Lending Products & Programs

• Conventional loans
• FHA loans
• VA loans
• USDA loans
• Jumbo loans
• Non-QM loans
• Reverse mortgages
• Home equity lines of credit (HELOC)
• Construction loans
• Refinance
• Purchase loans
• ARM (Adjustable-Rate Mortgage)
• Fixed-rate mortgage

Compliance & Regulatory

• NMLS (Nationwide Multistate Licensing System)
• SAFE Act
• TRID (TILA-RESPA Integrated Disclosures)
• RESPA (Real Estate Settlement Procedures Act)
• TILA (Truth in Lending Act)
• HMDA (Home Mortgage Disclosure Act)
• ECOA (Equal Credit Opportunity Act)
• Fair lending
• Dodd-Frank Act
• Regulation Z
• Bank Secrecy Act / Anti-Money Laundering (BSA/AML)
• Loan Estimate (LE)
• Closing Disclosure (CD)

Technology & Loan Origination Systems

• Encompass (Ellie Mae / ICE Mortgage Technology)
• Calyx Point
• Byte Software
• Mortgage Cadence
• LoanSphere / Black Knight
• Optimal Blue (pricing engine)
• DU (Desktop Underwriter — Fannie Mae)
• LP (Loan Product Advisor — Freddie Mac)
• Salesforce CRM
• Microsoft Excel (O*NET Hot Technology)
• Microsoft Office Suite (O*NET Hot Technology)

Production & Performance Metrics

• Loan origination volume
• Funded volume
• Pull-through rate
• Pipeline management
• Lock-to-fund ratio
• Closing ratio
• Referral generation
• Client retention rate
• Average loan size
• Units closed per month
• Revenue generation

Business Development & Client Relations

• Realtor partnerships
• Referral network development
• Builder relationships
• Financial advisor partnerships
• Pre-approval / pre-qualification
• Client consultation
• Needs analysis
• Cross-selling
• Community outreach
• CRA (Community Reinvestment Act) lending

Certifications & Credentials

• NMLS License (state-specific — include your license number)
• Certified Mortgage Banker (CMB) — Mortgage Bankers Association
• Certified Mortgage Planning Specialist (CMPS) — CMPS Institute
• FHA Direct Endorsement (DE) approval
• VA Automatic Authority
• Accredited Mortgage Professional (AMP) — National Association of Mortgage Brokers

Resume Format Requirements for ATS Compatibility

File Format

Submit as .docx unless the posting explicitly requests PDF. Workday, the dominant Fortune 500 ATS, parses .docx with significantly higher accuracy than PDFs ³. When PDF is required, export from Word — PDFs created in Canva or design tools often embed text as image layers, making content invisible to parsers.

Layout Rules

• Single column only. Two-column and sidebar layouts break field mapping in most ATS platforms.
• No tables for content organization. Tables are acceptable only for simple, single-row structures. Multi-cell tables cause content to parse out of order.
• No text boxes. Floating text boxes are frequently skipped during extraction.
• No headers or footers for critical information. Place your name, phone, email, LinkedIn URL, and NMLS number in the body of the document.
• Standard margins (0.5" to 1"). Narrow margins may cause text clipping when the ATS renders your resume for recruiter review.

Fonts

Stick with ATS-safe fonts that render consistently across operating systems:

• Recommended: Calibri, Arial, Helvetica, Garamond, Georgia, Cambria
• Avoid: Custom or decorative fonts, icon fonts (used for contact info symbols), and fonts that require embedding

Use 10-12pt for body text, 13-16pt for section headers. Bold is safe. Avoid using color as the sole differentiator for any content.

Section Headings

Use standard headings the ATS can map to its internal fields:

"Core Competencies" is a common alternative that most modern ATS platforms handle, but "Skills" is the safest universal choice.

Date Formatting

Use consistent month/year formatting throughout: "Jan 2022 – Present" or "01/2022 – Present." Avoid year-only dates (e.g., "2020 – 2023") — the ATS calculates experience duration and year-only ranges create ambiguity.

Work Experience Optimization: Before and After

Every bullet should follow the Action Verb + Context + Quantified Result formula. These before/after examples demonstrate the difference between bullets that score and bullets that get buried.

Production & Origination Volume

Before: Originated a high volume of mortgage loans annually. After: Originated $58M in residential mortgage volume (142 units) in 2024, ranking #3 of 28 loan officers in the region and exceeding the branch production goal by 34%.

Before: Consistently exceeded production targets. After: Exceeded annual production target of $40M by 22%, closing $48.8M in funded loans with a 78% pull-through rate on a $62.5M locked pipeline.

Before: Processed various types of mortgage loans. After: Originated a diversified portfolio of 156 loans across conventional (62%), FHA (21%), VA (12%), and jumbo (5%) products with an average loan size of $372K.

Pipeline & Pull-Through Management

Before: Managed a large pipeline of mortgage applications. After: Maintained an active pipeline of $12.4M across 38 loans in process, achieving an 82% pull-through rate against a branch average of 71%.

Before: Helped improve loan processing efficiency. After: Reduced average days-to-close from 47 to 33 by implementing pre-submission file checklists and coordinating weekly pipeline reviews with processors and underwriters.

Compliance & Quality

Before: Ensured compliance with all lending regulations. After: Maintained a 99.2% compliance score across 142 originated loans with zero TRID violations, zero HMDA reporting errors, and zero post-close audit findings over 24 months.

Before: Followed proper lending procedures. After: Passed 4 consecutive internal QC audits and 2 external regulatory examinations with zero material findings, covering TRID, ECOA, RESPA, and BSA/AML documentation requirements.

Referral Network & Business Development

Before: Developed relationships with real estate agents. After: Built and maintained a referral network of 45 active real estate agents, 8 financial advisors, and 3 home builders, generating 67% of annual volume ($38.9M) through partner referrals.

Before: Brought in new clients through marketing efforts. After: Acquired 84 new borrower clients through a combination of realtor referral events (42%), online lead conversion via LoanSpark (31%), and community seminar presentations (27%).

Client Experience & Retention

Before: Provided excellent customer service to borrowers. After: Achieved a 4.9/5.0 borrower satisfaction rating across 142 closed loans with a 38% repeat/referral rate, generating $22M in organic volume from past client recommendations.

Before: Helped first-time homebuyers navigate the mortgage process. After: Guided 53 first-time homebuyers through the pre-qualification-to-closing process, with 91% of applicants successfully closing within 35 days of application, leveraging FHA and conventional low-down-payment programs.

Technology & Process Improvement

Before: Used Encompass for loan origination. After: Processed all loan applications through Encompass 360, running AUS submissions through both DU and LP to identify optimal pricing, resulting in a 12% reduction in conditional approval turn times.

Before: Trained new loan officers on systems and procedures. After: Onboarded and mentored 6 junior loan officers on Encompass workflows, compliance documentation, and referral development, with mentees averaging $18M in first-year production against a $15M branch target.

Cross-Selling & Revenue Diversification

Before: Recommended additional bank products to clients. After: Cross-sold home equity lines, personal insurance referrals, and wealth management introductions to 28% of closed borrowers, generating $145K in ancillary fee income for the branch.

Skills Section Strategy

Your skills section provides a concentrated keyword target for ATS matching and gives recruiters a scannable overview of your capabilities. Structure it using categorized groupings that mirror each job posting's language.

Categorized Format (Recommended)

SKILLS
Lending Products: Conventional, FHA, VA, USDA, Jumbo, Non-QM, HELOC, Refinance, Construction
Technology: Encompass 360 (Advanced), Calyx Point, Desktop Underwriter (DU), Loan Product Advisor (LP), Optimal Blue, Salesforce CRM
Compliance: TRID, RESPA, TILA, HMDA, ECOA, Dodd-Frank, BSA/AML, Fair Lending, Regulation Z
Business Development: Realtor Partnerships, Referral Network Management, Community Outreach, Pre-Approval Consultations
Analytics: Microsoft Excel (Advanced — Pivot Tables, VLOOKUP), Pipeline Reporting, Rate Lock Analysis, Loan Scenario Comparison

Mirror-the-Posting Technique

For every application, compare the job posting's requirements section against your skills list. If the posting says "pipeline management," use that exact phrase — not "pipeline tracking" or "loan pipeline oversight." ATS keyword matching in many systems is literal, not semantic.

Follow this process:

1. Copy the job posting's requirements and preferred qualifications into a separate document.
2. Highlight every skill, tool, regulation, and metric mentioned.
3. Check each highlighted term against your skills section. Add any missing terms you genuinely possess.
4. Reorder your skills to lead with the categories most emphasized in the posting.

This is not keyword stuffing — never list skills you cannot discuss in an interview. The goal is ensuring your real skills appear in the employer's language.

Hard Skills to Always Include for Loan Officer Roles

Based on O*NET's technology skills data and current loan officer job postings, these terms appear with the highest frequency ⁷:

• NMLS License (include your number)
• Primary LOS platform (Encompass, Calyx Point, etc.)
• AUS systems (DU, LP)
• At least 3 loan product types you originate
• Compliance frameworks (TRID, RESPA, HMDA at minimum)
• Pipeline management
• Microsoft Excel

Soft Skills (Always With Context)

Do not list bare soft skills like "communication" or "detail-oriented." Every soft skill must be contextualized within lending:

• Client consultation — not "good communicator"
• Regulatory attention to detail — not "detail-oriented"
• Cross-functional coordination with processors, underwriters, and closers — not "team player"
• Borrower needs analysis — not "analytical skills"

Certifications to Include (With Issuing Organizations)

• NMLS Mortgage Loan Originator License — Nationwide Multistate Licensing System ⁵
• Certified Mortgage Banker (CMB) — Mortgage Bankers Association ²
• Certified Mortgage Planning Specialist (CMPS) — CMPS Institute
• FHA Direct Endorsement (DE) — U.S. Department of Housing and Urban Development
• VA Automatic Authority — U.S. Department of Veterans Affairs
• Accredited Mortgage Professional (AMP) — National Association of Mortgage Brokers

Common ATS Mistakes Loan Officers Make

1. Omitting Your NMLS License Number

Under the SAFE Act, every mortgage loan originator must hold an active NMLS registration ⁵. Many lenders use knockout screening questions that filter for license status. If your NMLS ID does not appear in your resume, the ATS may not map it to the license field, and a recruiter searching by license status will not find your profile. Place it in your contact section: "NMLS #123456."

2. Listing Production Volume Without Context

Writing "$40M in funded volume" without specifying units, product mix, market conditions, or ranking against peers. A $40M number means very different things for a loan officer closing 180 FHA transactions at $222K average versus one closing 30 jumbo loans at $1.33M average. The ATS may capture the number, but the recruiter needs context to evaluate performance.

3. Using Lender-Specific Internal Jargon

Every lender has proprietary names for their loan stages, internal systems, and workflow tools. "Processed 47 files through LoanVault and completed all Stage 4 reviews" means nothing to an ATS or recruiter at a different company. Translate to universal terms: "Managed 47 active loan files from application through funding in Encompass, completing compliance review at each milestone."

4. Listing LOS Experience Without Specificity

"Encompass" as a bare skills entry does not differentiate you. Specify your capabilities: "Encompass 360 (Advanced — custom pipeline reports, automated milestone tracking, compliance document generation, eClose integration)" tells both the ATS and the recruiter what you actually do with the system.

5. Omitting Compliance Keywords Entirely

Many loan officers focus exclusively on production metrics and neglect regulatory compliance language. Postings at banks and credit unions — especially those with recent regulatory scrutiny — heavily weight compliance keywords. If the posting mentions "TRID compliance" and your resume only says "followed all regulations," the ATS cannot make that connection.

6. Using Graphics to Display Production Metrics

Bar charts showing year-over-year funded volume, pie charts showing product mix breakdown, and progress bars showing pull-through rates are invisible to every major ATS. Your "$58M funded" displayed as a bar chart becomes a blank field in the parsed profile. Present all metrics as text.

7. Failing to Differentiate Between Retail, Wholesale, and Correspondent Channels

A loan officer with 5 years of retail experience applying to a wholesale lender must explicitly state their channel experience. The ATS cannot infer "retail" from context clues. If you have worked across multiple channels, name each one with the corresponding production volume.

Professional Summary Examples

Front-load your strongest production metric, name your LOS platform and compliance expertise, and align to the seniority level of the target role. Keep each to 3-4 sentences.

Entry-Level / Recently Licensed Loan Officer (0-2 Years)

NMLS-licensed Mortgage Loan Originator (#123456) with 2 years of residential lending experience, originating $14.2M in funded volume across 48 conventional and FHA loans in the first 18 months of production. Proficient in Encompass 360, Desktop Underwriter, and Optimal Blue with demonstrated strength in first-time homebuyer consultation and realtor partnership development. SAFE Act compliant with zero compliance findings across all QC audits.

Mid-Career Loan Officer (3-7 Years)

Mortgage Loan Officer (NMLS #123456) with 6 years of retail lending experience and $187M in career funded volume, averaging $38M annually with a consistent 80%+ pull-through rate. Expert in conventional, FHA, VA, and jumbo lending with a diversified referral network of 40+ active real estate agents generating 65% of annual production. Encompass power user with deep knowledge of TRID, RESPA, HMDA, and fair lending requirements — zero regulatory findings across 4 external examinations.

Senior / Production Manager Loan Officer (8+ Years)

Senior Mortgage Loan Officer (NMLS #123456) with 12 years of production experience and $420M+ in career funded volume, consistently ranking in the top 5% of originators at two Top 25 retail lenders. Expertise spans conventional, government, jumbo, non-QM, and construction lending with an average annual volume of $52M across 165 units. Proven leader who has recruited and mentored 14 loan officers while maintaining personal production, with deep CRA lending experience and community development initiatives that expanded the bank's footprint into 3 underserved markets.

Action Verbs for Loan Officer Resumes

Generic verbs like "responsible for" and "helped with" dilute the impact of your accomplishments and add no ATS value. Replace them with precise, results-oriented verbs.

Origination & Production: Originated, Funded, Closed, Processed, Underwrote, Structured, Priced, Locked, Disbursed, Financed

Pipeline & Processing: Managed, Coordinated, Tracked, Expedited, Streamlined, Prioritized, Cleared, Resolved, Escalated, Accelerated

Compliance & Risk: Ensured, Verified, Documented, Audited, Reviewed, Validated, Certified, Remediated, Mitigated, Reported

Business Development: Generated, Cultivated, Built, Established, Expanded, Developed, Acquired, Secured, Converted, Retained

Client Relationships: Consulted, Advised, Guided, Educated, Counseled, Presented, Recommended, Analyzed, Evaluated, Qualified

Leadership & Training: Mentored, Coached, Trained, Onboarded, Led, Supervised, Recruited, Developed, Designed, Implemented

ATS Score Checklist

Use this checklist before submitting every application. Each item directly affects your ATS parse quality, keyword score, or recruiter readability.

Document Formatting

• [ ] Resume is saved as .docx (or PDF only if posting requires it)
• [ ] Single-column layout with no tables, text boxes, or sidebar sections
• [ ] Standard font (Calibri, Arial, Garamond, Georgia) at 10-12pt body / 13-16pt headers
• [ ] No images, charts, graphics, icons, or company logos
• [ ] No content in headers or footers — all information is in the document body
• [ ] Margins between 0.5" and 1" on all sides
• [ ] File name follows format: FirstName-LastName-Loan-Officer-Resume.docx

Section Structure

• [ ] Standard section headings used: Professional Summary, Work Experience, Education, Skills, Certifications & Licenses
• [ ] Contact information (name, phone, email, LinkedIn URL, city/state, NMLS #) appears in the first 3 lines of the document body
• [ ] Work experience entries include: Company Name, Job Title, Location, Date Range (Month/Year format)
• [ ] Dates use consistent formatting throughout (e.g., "Jan 2022 – Present" or "01/2022 – Present")
• [ ] Education includes degree, institution, and graduation year

Keyword Optimization

• [ ] Professional Summary includes the job title (Loan Officer, Mortgage Loan Originator, Senior Loan Officer) as written in the posting
• [ ] NMLS license number appears explicitly (e.g., "NMLS #123456")
• [ ] Primary LOS platform named explicitly (Encompass, Calyx Point, Byte)
• [ ] AUS systems named (Desktop Underwriter, Loan Product Advisor)
• [ ] At least 3 compliance acronyms included (TRID, RESPA, HMDA, TILA, ECOA)
• [ ] Loan product types listed (Conventional, FHA, VA, Jumbo, etc.)
• [ ] Production metrics appear in at least 3 work experience bullets (funded volume, units, pull-through rate)
• [ ] Skills section mirrors key terms from the job posting — checked word by word

Content Quality

• [ ] Every work experience bullet begins with an action verb (no "Responsible for" or "Duties included")
• [ ] At least 10 bullets across all positions include quantified results ($, %, #)
• [ ] No acronyms used without being spelled out at least once (e.g., "TILA-RESPA Integrated Disclosures (TRID)")
• [ ] No internal lender jargon — all terms are universally understood or translated
• [ ] Resume length is 1-2 pages (1 page for under 5 years experience, 2 pages for 5+ years)
• [ ] Channel experience stated explicitly (retail, wholesale, correspondent, broker)
• [ ] No spelling or grammar errors (run spell check and read aloud)

Frequently Asked Questions

How long should a loan officer resume be for ATS systems?

One page if you have fewer than five years of origination experience, two pages if you have more. There is no ATS penalty for two pages — the system parses the full document. However, front-load your strongest production metrics and NMLS license on page one since recruiters spend 6-7 seconds on initial review. O*NET classifies loan officers as Job Zone 4 (considerable preparation needed), with 69% of employers requiring a bachelor's degree, so demonstrate both production results and educational qualifications prominently ⁷.

Should I include my NMLS number on my resume?

Absolutely. The SAFE Act requires all mortgage loan originators to be registered through NMLS, and your NMLS ID is publicly searchable through the NMLS Consumer Access portal ⁵. Many lenders verify license status as part of the ATS screening process. Place your NMLS number in your contact section and professional summary. Omitting it forces the recruiter to look you up manually — or worse, the ATS filters you out via a knockout question about licensing.

What production numbers should I include if I worked through the 2022-2023 rate spike?

Context is everything. Mortgage originations dropped significantly during the 2022-2023 period of elevated interest rates before the projected recovery to 6.5 million originations in 2025 ². If your volume declined during that period, provide market context: "Originated $22M in funded volume during a period when total market originations declined 40% nationally, maintaining 85% pull-through rate against branch average of 68%." ATS systems parse the dollar figure; hiring managers evaluate the context.

Do ATS systems penalize career gaps for loan officers?

ATS systems do not "penalize" gaps — they parse dates and present them to recruiters, who make their own judgments. What matters for ATS scoring is total years of relevant experience, keyword match, and active licensing status. The 2021 Harvard Business School study found that 49% of employers configured their ATS to eliminate candidates with employment gaps of six months or longer, regardless of the reason ⁶. Address gaps in your cover letter rather than disguising them with creative date formatting, which causes parsing errors.

Should I list every loan product I have originated, or focus on the posting's requirements?

Lead with the products mentioned in the job posting, then list additional product experience. If the posting emphasizes "FHA and VA lending," lead your skills and experience bullets with those programs. However, breadth of product knowledge is a differentiator — loan officers who can originate conventional, government, jumbo, and specialty products are more valuable than single-product specialists. O*NET data indicates that loan officers need knowledge across economics, accounting, law, and government — reflecting the multi-product regulatory landscape of modern lending ⁷.

Citations

{"opening_hook": "The mortgage industry added its first net-new producing loan officers since the pandemic in 2025 — 221,161 active LOs, up from 220,449 the year prior — while the MBA projects 6.5 million originations, a 28% jump over 2024. BLS counts 301,400 loan officers nationally (SOC 13-2072) earning a median $74,180, with 20,300 annual openings through 2034.", "key_takeaways": ["ATS platforms parse your resume into structured data fields — tables, graphics, and non-standard headers cause critical information like origination volume, NMLS license number, and compliance certifications to vanish.", "Loan officer roles demand quantified production metrics — funded volume, units, pull-through rates, and pipeline figures over vague claims of strong production.", "Your NMLS number is a hard filter — omitting it can trigger immediate ATS disqualification at lenders using knockout screening.", "Mirror the exact compliance and technology language from each job posting — TRID compliance and TILA-RESPA Integrated Disclosures may score differently.", "A single-column .docx resume with standard section headers passes through Workday, Greenhouse, iCIMS, and Encompass-integrated ATS platforms without parsing failures."], "citations": [{"number": 1, "title": "Producing loan officers rise in 2025 as mortgage market stabilizes", "url": "https://www.housingwire.com/articles/loan-officer-growth-2025/", "publisher": "HousingWire"}, {"number": 2, "title": "2025 Annual Mortgage Bankers Performance Report (2024 Data)", "url": "https://www.mba.org/home/product/2025-annual-mortgage-bankers-performance-report-2024-data-80681", "publisher": "Mortgage Bankers Association"}, {"number": 3, "title": "Hidden Workers: Untapped Talent", "url": "https://www.hbs.edu/managing-the-future-of-work/Documents/research/hiddenworkers09032021.pdf", "publisher": "Harvard Business School & Accenture"}, {"number": 4, "title": "Loan Officers — Occupational Outlook Handbook", "url": "https://www.bls.gov/ooh/business-and-financial/loan-officers.htm", "publisher": "U.S. Bureau of Labor Statistics"}, {"number": 5, "title": "NMLS Consumer Access", "url": "https://nmlsconsumeraccess.org/", "publisher": "Nationwide Multistate Licensing System"}, {"number": 6, "title": "New study says hidden workers are being excluded", "url": "https://news.harvard.edu/gazette/story/2021/09/new-study-says-hidden-workers-are-being-excluded/", "publisher": "Harvard Gazette"}, {"number": 7, "title": "Loan Officers — 13-2072.00", "url": "https://www.onetonline.org/link/summary/13-2072.00", "publisher": "O*NET OnLine"}, {"number": 8, "title": "Occupational Employment and Wages, May 2023 — Loan Officers (13-2072)", "url": "https://www.bls.gov/oes/2023/may/oes132072.htm", "publisher": "U.S. Bureau of Labor Statistics"}, {"number": 9, "title": "NMLS At 15 Years: How the SAFE Act Transformed a Market", "url": "https://www.csbs.org/nmls-15-years-how-safe-act-transformed-market", "publisher": "Conference of State Bank Supervisors"}, {"number": 10, "title": "Licensing Requirements for Mortgage Loan Originators", "url": "https://nationalmortgageprofessional.com/news/licensing-requirements-mortgage-loan-originators", "publisher": "National Mortgage Professional"}], "meta_description": "ATS optimization checklist for Loan Officer resumes. 25+ keywords, 15 before/after bullets, NMLS requirements, and scoring checklist backed by BLS and O*NET data.", "prompt_version": "v2.0-cli"}