IT Project Manager ATS Optimization Checklist: Get Past the Bots and Into Interviews

IT Project Manager ATS Optimization Checklist: Get Past the Bots and Into Interviews

The BLS projects 15% employment growth for computer and information systems managers through 2034 -- roughly 55,600 openings per year -- making it one of the fastest-growing management occupations in the U.S. economy¹. PMI's 14th Edition Salary Survey reports that PMP-certified professionals in the United States earn a median salary of $135,000, compared to $109,157 for non-certified peers -- a 24% premium². Globally, the economy needs 25 million new project professionals by 2030 just to replace retirees and meet growth demands³. But those openings do not matter if your resume never reaches a human reviewer. Nearly 99% of Fortune 500 companies use applicant tracking systems to filter candidates, and with the average IT project manager posting drawing 250+ applications, recruiters configure ATS filters aggressively to cut that pile to a manageable shortlist⁴. This checklist gives you the exact keywords, formatting rules, and content strategies to survive the ATS screen and land interviews.

Key Takeaways

1. PMP certification is the single highest-ROI resume signal. PMI data shows a 24% median salary premium ($135,000 vs. $109,157) for PMP holders in the U.S., and ATS filters frequently treat "PMP" as a hard requirement that auto-screens non-certified applicants².
2. IT project managers must balance technical and business keywords. O*NET classifies the role (SOC 15-1299.09) under "Computer Occupations" -- not general management -- meaning ATS systems expect technology-specific terms like Jira, Agile, SDLC, and CI/CD alongside traditional PM language like "stakeholder management" and "risk mitigation"⁵.
3. Quantified delivery metrics separate screened-in from screened-out. "Managed IT projects" is invisible to ranking algorithms. "Delivered 14 enterprise software implementations totaling $8.2M, completing 12 on schedule and 2 under budget" gives both ATS and recruiters something to score.
4. Format compliance prevents silent rejection. ATS parsers from Workday, Greenhouse, and Lever read top-to-bottom, left-to-right. Tables, multi-column layouts, and header/footer content cause parsing failures that you will never know about⁶.
5. Tailoring to each job description is mandatory. An Agile-focused SaaS company and a Waterfall-driven government contractor use different terminology for identical competencies. Sending the same resume to both guarantees a low match score on at least one.

How ATS Systems Screen IT Project Manager Resumes

Applicant tracking systems evaluate your resume through three sequential filters before a human reviewer sees it:

1. Parsing Accuracy

The ATS extracts text from your document and maps it to structured fields: contact info, work history, education, skills, and certifications. IT project managers frequently trigger parsing errors by using two-column skill matrices, embedding Gantt chart images, or placing contact information in headers/footers that many ATS platforms skip entirely. If your "Professional Experience" gets mapped to "Education" because of a formatting quirk, your five years of Agile delivery experience disappears from the recruiter's view.

2. Keyword Matching

The ATS compares your resume against the job description, scoring exact and semantic keyword matches. For IT project managers, it looks for methodology terms (Agile, Scrum, Waterfall, SAFe), tool names (Jira, Confluence, Microsoft Project, Azure DevOps), technical concepts (SDLC, CI/CD, cloud migration, system integration), and management competencies (risk management, stakeholder engagement, budget management). Writing "managed software projects" when the JD says "led Agile software delivery" drops your match score below the threshold.

3. Qualification Filtering

Recruiters set minimum filters for years of experience, certifications, and specific skills. Common IT PM filters include "PMP required," "5+ years IT project management," and "enterprise ERP/CRM experience." If your resume does not explicitly state "PMP" or "Project Management Professional (PMP)" and the recruiter has set that as a required filter, you are eliminated regardless of your actual qualifications.

Critical ATS Keywords for IT Project Manager Resumes

Based on O*NET occupation data for Information Technology Project Managers (15-1299.09) and industry job posting analysis, here are the keywords you need, organized by category⁵⁷:

Project Management Methodologies

• Agile
• Scrum
• Waterfall
• SAFe (Scaled Agile Framework)
• Kanban
• Lean
• Hybrid Methodology
• PMBOK (Project Management Body of Knowledge)
• PRINCE2
• Iterative Development

Project Lifecycle & Delivery

• Software Development Life Cycle (SDLC)
• Project Planning
• Project Execution
• Scope Management
• Schedule Management
• Work Breakdown Structure (WBS)
• Milestone Tracking
• Sprint Planning
• Release Management
• Go-Live / Cutover

Tools & Platforms

• Jira
• Confluence
• Microsoft Project
• Azure DevOps
• ServiceNow
• Smartsheet
• Monday.com
• Trello
• Rally (Broadcom)
• Microsoft Teams
• Slack

Technical Domain Keywords

• Cloud Migration
• System Integration
• Enterprise Resource Planning (ERP)
• Customer Relationship Management (CRM)
• Infrastructure Upgrade
• Data Migration
• API Integration
• CI/CD Pipeline
• DevOps
• Cybersecurity
• SaaS Implementation

Management & Leadership

• Stakeholder Management
• Risk Management
• Risk Mitigation
• Budget Management
• Resource Allocation
• Vendor Management
• Change Management
• Cross-Functional Team Leadership
• Executive Reporting
• Status Reporting
• Steering Committee

Business Analysis & Requirements

• Requirements Gathering
• Business Requirements Document (BRD)
• User Acceptance Testing (UAT)
• Gap Analysis
• Process Improvement
• Business Case Development

Certifications (High-Value ATS Signals)

• Project Management Professional (PMP) -- PMI
• Certified Scrum Master (CSM) -- Scrum Alliance
• PMI Agile Certified Practitioner (PMI-ACP) -- PMI
• Certified Associate in Project Management (CAPM) -- PMI
• ITIL Foundation -- Axelos
• SAFe Agilist (SA) -- Scaled Agile
• CompTIA Project+ -- CompTIA
• Certified Information Systems Security Professional (CISSP) -- ISC2

Resume Format Requirements for ATS Compliance

Follow these formatting rules to prevent parsing failures:

File Format: Submit .docx unless the application specifically requests PDF. Jobscan testing confirms most ATS platforms parse .docx more accurately than PDF⁶.

Layout: Single-column format only. No tables, text boxes, multi-column layouts, or embedded images. ATS parsers read left-to-right, top-to-bottom, and columns scramble the reading order of your work experience entries.

Section Headers: Use standard labels the ATS expects: - "Professional Summary" or "Summary" (not "Executive Profile" or "Career Narrative") - "Work Experience" or "Professional Experience" (not "Project Delivery History") - "Skills" or "Technical Skills" (not "Competency Matrix" or "Toolbox") - "Education" (not "Academic Credentials") - "Certifications" (not "Credentials" or "Professional Development")

Fonts: Standard fonts only -- Arial, Calibri, Times New Roman, Garamond. Size 10-12pt for body text, 13-16pt for section headers.

Bullet Points: Standard round bullets only. Arrows, diamonds, and custom Unicode characters cause parsing errors.

Dates: Consistent MM/YYYY or Month YYYY format across all entries. Always include both start and end dates -- "2021 - Present" not "Current role since 2021."

Contact Information: Place name, email, phone, LinkedIn URL, and city/state in the main document body -- not in headers or footers that many ATS platforms skip.

File Name: FirstName-LastName-IT-Project-Manager-Resume.docx.

Work Experience Optimization: Before and After

Your work experience bullets need three components: a strong action verb, specific technical context, and a quantified result. Here are 13 before/after transformations specific to IT project management:

1. Software Implementation - Before: "Managed software implementation project." - After: "Led end-to-end Salesforce CRM implementation for 1,200-user sales organization, delivering all 4 phases on schedule across a 9-month timeline with $340K total project budget, achieving 94% user adoption within 60 days of go-live."

2. Agile Delivery - Before: "Ran Agile projects for the development team." - After: "Managed Agile delivery for 3 concurrent Scrum teams (24 developers) using Jira and Confluence, increasing sprint velocity by 32% over 6 months while reducing escaped defects from 14 to 3 per release cycle."

3. Budget Management - Before: "Managed project budgets." - After: "Controlled $4.8M annual IT project portfolio budget across 9 active initiatives, delivering 7 under budget (aggregate savings of $620K) through vendor renegotiation and resource optimization."

4. Cloud Migration - Before: "Helped migrate systems to the cloud." - After: "Directed migration of 28 on-premises applications to AWS (EC2, RDS, S3) over 14 months, coordinating 6 cross-functional teams, eliminating $1.1M in annual data center costs, and achieving zero unplanned downtime during cutover."

5. Stakeholder Management - Before: "Communicated with stakeholders about project status." - After: "Facilitated biweekly steering committee reviews with C-suite and VP-level stakeholders across 4 business units, managing scope change requests that reduced project risk exposure by 40% through early escalation."

6. ERP Implementation - Before: "Participated in ERP rollout." - After: "Managed SAP S/4HANA implementation across 3 manufacturing plants (2,400 end users), coordinating 85 integration test scenarios and 12 data migration waves, delivering Phase 1 go-live 2 weeks ahead of schedule."

7. Vendor Management - Before: "Worked with third-party vendors." - After: "Negotiated and managed contracts with 8 technology vendors totaling $2.3M annually, implementing SLA tracking dashboards in ServiceNow that improved vendor compliance from 78% to 96%."

8. Risk Management - Before: "Identified project risks." - After: "Built and maintained risk registers for 6 concurrent IT projects using Monte Carlo simulation, identifying 23 critical risks and implementing mitigation plans that prevented $1.4M in potential schedule overruns."

9. Infrastructure Upgrade - Before: "Upgraded company infrastructure." - After: "Led enterprise network infrastructure upgrade spanning 14 office locations and 3 data centers, migrating from legacy Cisco switches to SD-WAN architecture, reducing network downtime by 72% and cutting WAN costs by $380K annually."

10. DevOps Transformation - Before: "Implemented DevOps practices." - After: "Drove DevOps transformation for 4 product teams, implementing CI/CD pipelines using Azure DevOps and Jenkins, reducing deployment frequency from monthly to daily releases and decreasing mean time to recovery (MTTR) from 4 hours to 22 minutes."

11. Team Leadership - Before: "Led a project team." - After: "Built and managed cross-functional project team of 18 (developers, QA engineers, business analysts, UX designers) across 3 time zones, maintaining 92% on-time delivery rate across 11 quarterly releases."

12. Data Migration - Before: "Migrated data between systems." - After: "Orchestrated migration of 14M customer records from legacy Oracle database to Snowflake data warehouse, implementing automated validation scripts that achieved 99.97% data accuracy and completing migration 3 weeks ahead of the 4-month timeline."

13. System Integration - Before: "Integrated different systems." - After: "Delivered API-based integration between Workday HCM, Salesforce CRM, and NetSuite ERP, coordinating 5 development teams across a 7-month timeline, processing 45,000 daily transactions with 99.9% uptime SLA."

Skills Section Strategy

Your skills section serves two purposes: it catches ATS keyword scans, and it gives recruiters a scannable inventory of your capabilities. Structure it in three tiers:

Tier 1: Hard Skills -- Tools & Technologies

List every project management and technical tool you have hands-on experience with. Be specific about versions and contexts: - Project Management: Jira, Confluence, Microsoft Project, Smartsheet, Azure DevOps, Rally, Monday.com - ITSM: ServiceNow, BMC Remedy, Freshservice - Collaboration: Microsoft Teams, Slack, SharePoint, Zoom - Reporting: Power BI, Tableau, Excel (pivot tables, VLOOKUP, macros) - Technical: AWS, Azure, SQL, REST APIs, Git

Tier 2: Soft Skills -- Always With Context

Never list soft skills as standalone words. Pair each with a delivery context: - Stakeholder Management (C-suite, VP, cross-functional teams up to 50 members) - Risk Management (RAID logs, Monte Carlo simulation, risk quantification) - Vendor Negotiation (contracts up to $5M, SLA enforcement, RFP management) - Change Management (Prosci ADKAR, organizational readiness assessments) - Conflict Resolution (distributed teams, competing priorities across 4+ business units)

Tier 3: Certifications -- With Issuing Organizations

Always include the full certification name, acronym, and issuing body. This triples your keyword surface area: - Project Management Professional (PMP) -- Project Management Institute (PMI) - Certified Scrum Master (CSM) -- Scrum Alliance - ITIL Foundation v4 -- Axelos / PeopleCert - PMI Agile Certified Practitioner (PMI-ACP) -- Project Management Institute (PMI) - SAFe 6.0 Agilist (SA) -- Scaled Agile, Inc. - AWS Certified Cloud Practitioner -- Amazon Web Services

Critical rule: Only list skills you can discuss confidently in an interview. ATS will match keywords, but the technical screen and behavioral interview will expose padding immediately.

7 Common ATS Mistakes IT Project Managers Make

1. Writing "Project Manager" Instead of "IT Project Manager"

If the posting says "IT Project Manager" and your resume says "Project Manager," the ATS scores you lower on title relevance. O*NET maintains IT Project Managers as a distinct classification (15-1299.09) separate from general Project Management Specialists (13-1082.00)⁵. Include "IT Project Manager" in your summary.

2. Listing Methodologies Without Delivery Context

Writing "Agile, Scrum, Waterfall" in a skills list tells the ATS you mentioned the words but tells the recruiter nothing. Embed methodology keywords within experience bullets: "Led Agile transformation for 4 development teams, transitioning from Waterfall to Scrum with 2-week sprints, improving release frequency by 3x."

3. Omitting the Certification Acronym or the Full Name

If your resume says "PMP certified" but never spells out "Project Management Professional," you miss the exact-match search for the full phrase. Conversely, writing "Project Management Professional" without "PMP" misses the acronym search. Write both on first mention: "Project Management Professional (PMP)." Apply the same pattern to CSM, ITIL, PMI-ACP, and SAFe.

4. Using Vague Metrics or No Metrics at All

"Successfully delivered multiple projects on time and under budget" contains zero quantifiable data. "Delivered 11 of 12 IT projects on schedule (92% on-time rate) across $6.4M combined budget, with 3 completing under budget for aggregate savings of $480K" gives both ATS and recruiters concrete data to rank you.

5. Burying Certifications in a Single Section

Certifications are high-signal keywords. Include them in three locations: the dedicated certifications section, your professional summary, and within relevant work experience bullets where you applied that knowledge. Example: "Applied PMP risk management framework (PMBOK 7th Edition) to build quantified risk register for $3.2M ERP migration."

6. Ignoring the Technical Stack in the Job Description

Every IT PM posting has a specific technology fingerprint. One wants "Jira, AWS, Agile, CI/CD." Another wants "Microsoft Project, Azure, Waterfall, ITIL." Sending the same resume to both fails the keyword match on at least one. Mirror the exact tools from each job description.

7. Using Graphics to Show Skills or Project Timelines

Gantt charts, skill bars, and timeline visualizations are invisible to ATS parsers. Replace visual elements with text: instead of a Gantt chart image, write "Managed 14-month implementation timeline with 6 phase gates and 42 milestones tracked in Microsoft Project."

Professional Summary Examples

Entry-Level IT Project Manager (1-3 Years)

"IT Project Manager with 2 years of experience coordinating software development and infrastructure projects using Agile and Waterfall methodologies. Managed 6 application deployment projects with combined budgets totaling $1.2M, delivering 5 on schedule. Certified Associate in Project Management (CAPM) from PMI with Certified Scrum Master (CSM) from Scrum Alliance. Proficient in Jira, Confluence, Microsoft Project, and Azure DevOps. Seeking to apply structured delivery methodology and cross-functional coordination skills to enterprise IT project delivery."

Mid-Career IT Project Manager (5-8 Years)

"IT Project Manager with 7 years of experience delivering enterprise software implementations, cloud migrations, and infrastructure upgrades across financial services and healthcare. Managed project portfolios up to $12M annually with 94% on-time delivery rate across 32 completed initiatives. PMP-certified (PMI) and SAFe 6.0 Agilist with deep expertise in Agile transformation, vendor management, and cross-functional team leadership. Proficient in Jira, ServiceNow, Microsoft Project, AWS, and Power BI. Track record of reducing project cycle times by 25-40% through process optimization and automation."

Senior IT Project Manager / IT PMO Lead (10+ Years)

"Senior IT Project Manager with 12 years of experience leading complex, multi-million-dollar technology programs for Fortune 500 organizations across manufacturing, financial services, and technology sectors. Directed $48M cumulative project portfolio spanning ERP implementations, cloud platform migrations, DevOps transformations, and enterprise security programs. Built and managed IT PMO serving 200+ stakeholders across 6 business units, establishing governance frameworks that improved portfolio delivery predictability from 68% to 93%. PMP, PMI-ACP, and ITIL v4 certified. Published speaker on Agile at scale and IT portfolio governance."

Action Verbs for IT Project Manager Resumes

Use these verbs to start your experience bullets. ATS systems treat them as competency signals, and recruiters associate them with specific PM capabilities:

Project Delivery: Delivered, Launched, Implemented, Deployed, Executed, Completed, Released, Transitioned, Commissioned

Planning & Organization: Planned, Scheduled, Prioritized, Structured, Sequenced, Scoped, Estimated, Forecasted, Roadmapped

Leadership & Team Management: Led, Managed, Directed, Coordinated, Supervised, Mentored, Coached, Assembled, Mobilized, Onboarded

Stakeholder & Communication: Facilitated, Presented, Reported, Communicated, Aligned, Influenced, Advised, Briefed, Escalated

Risk & Problem Solving: Mitigated, Resolved, Identified, Assessed, Diagnosed, Remediated, Prevented, Analyzed, Triaged

Process & Optimization: Streamlined, Optimized, Automated, Standardized, Redesigned, Consolidated, Improved, Transformed, Accelerated

Budget & Resources: Allocated, Negotiated, Controlled, Reduced, Forecasted, Procured, Rationalized

ATS Score Checklist

Run through this checklist before submitting each application. Every unchecked item is a potential rejection:

• [ ] Resume is in .docx format (or PDF only if the posting specifically requires it)
• [ ] Single-column layout with no tables, text boxes, graphics, or images
• [ ] Standard section headers used (Summary, Experience, Skills, Education, Certifications)
• [ ] Contact information is in the document body, not in headers or footers
• [ ] Target job title "IT Project Manager" appears in the professional summary
• [ ] Methodology keywords match the job description (Agile, Scrum, Waterfall, SAFe, Kanban)
• [ ] Tool names match the job description exactly (Jira, Microsoft Project, Azure DevOps, etc.)
• [ ] Certifications listed with full name, acronym, and issuing organization (e.g., "Project Management Professional (PMP) -- PMI")
• [ ] Certifications appear in 3 locations: certifications section, summary, and within experience bullets
• [ ] Every work experience bullet has a quantified metric (budget, timeline, team size, percentage improvement)
• [ ] Dates use consistent MM/YYYY or Month YYYY format across all entries
• [ ] Both start and end dates are present for every position (no ambiguous "since 2021")
• [ ] Technical tools are listed by name, not by category ("Jira" not "project management software")
• [ ] Acronyms are spelled out on first use: "Software Development Life Cycle (SDLC)"
• [ ] Domain keywords match: cloud migration, ERP, CRM, system integration, ITSM as applicable
• [ ] Skills section is organized by category (Tools, Methodologies, Certifications)
• [ ] Standard round bullet points used (no arrows, diamonds, or custom characters)
• [ ] Standard fonts used (Arial, Calibri, Times New Roman) at 10-12pt body, 13-16pt headers
• [ ] No special characters, icons, or emojis anywhere in the document
• [ ] File named professionally: FirstName-LastName-IT-Project-Manager-Resume.docx
• [ ] Resume is 2 pages maximum (1 page for under 5 years of experience)
• [ ] Professional summary is 3-5 lines, not a paragraph-length biography
• [ ] No spelling or grammatical errors (ATS may flag these; recruiters always notice)
• [ ] The specific tools, platforms, and frameworks from the target job description appear in your resume

Frequently Asked Questions

Do I need a PMP certification to get past ATS filters for IT PM roles?

Not always, but it provides a measurable advantage. PMI's 14th Edition Salary Survey found PMP holders in the U.S. earn $135,000 median vs. $109,157 for non-certified professionals -- a 24% premium². Many recruiters configure "PMP" as a required keyword filter. If you do not have PMP yet, list your pursuit: "PMP Certification -- In Progress (Expected Q3 2026, PMI)." Alternative certifications like CAPM, CSM, or PMI-ACP still provide keyword coverage.

How do I handle experience with both Agile and Waterfall methodologies?

Lead with whichever methodology the job description emphasizes. If the posting mentions "Agile" 6 times and "Waterfall" once, restructure your bullets to lead with Agile delivery achievements. In your summary, frame your range: "IT Project Manager experienced in Agile (Scrum, Kanban) and Waterfall delivery, with 70% of recent projects using iterative approaches." The BLS notes that project management specialists need to adapt management style to the needs of each project⁸.

Should I list every tool I have ever used?

No. A focused list of 15-20 tools organized by category is more credible than 40 tools dumped in a paragraph. Prioritize tools that appear in the target job description. O*NET data for IT Project Managers lists 62 technology skill categories, but no single PM uses all of them⁵. Match your list to the role's specific technology environment.

How long should an IT project manager resume be?

Two pages maximum for 5+ years of experience. One page for under 5 years. Recruiters spend an average of 7 seconds on initial review, so front-load your strongest achievements in the summary and first two experience entries. With PMI projecting demand for 25 million new project professionals by 2030³, competition for senior roles is intense.

What is the difference between SOC codes 15-1299.09 and 13-1082.00, and does it matter for my resume?

SOC 15-1299.09 covers "Information Technology Project Managers" under Computer Occupations. SOC 13-1082.00 covers "Project Management Specialists" under Business and Financial Operations⁵⁸. The keywords differ: 15-1299.09 emphasizes SDLC, system integration, cloud infrastructure, and DevOps, while 13-1082.00 emphasizes budget management and stakeholder communication without the technology focus. For IT-specific PM roles, ensure your resume contains technical keywords from the 15-1299.09 classification, not just generic PM language.

References

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    "PMP certification delivers a 24% median salary premium ($135,000 vs. $109,157) per PMI's 14th Edition Salary Survey, and ATS filters frequently treat PMP as a hard requirement.",
    "IT project managers must balance technical keywords (Jira, SDLC, CI/CD, AWS) with business PM language (stakeholder management, risk mitigation) because O*NET classifies the role under Computer Occupations (15-1299.09).",
    "Quantified delivery metrics separate screened-in from screened-out -- specify project count, budget, team size, on-time rate, and cost savings.",
    "Format compliance prevents silent rejection -- single-column .docx with standard headers eliminates ATS parsing risk.",
    "Tailoring methodology and tool keywords to each job description is mandatory -- Agile SaaS companies and Waterfall government contractors use different terminology for identical competencies."
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  "citations": [
    {"number": 1, "title": "Computer and Information Systems Managers: Occupational Outlook Handbook", "url": "https://www.bls.gov/ooh/management/computer-and-information-systems-managers.htm", "publisher": "Bureau of Labor Statistics"},
    {"number": 2, "title": "PMP Certification Holders Build Career Momentum and Experience Earning Advantage, PMI Survey Finds", "url": "https://www.pmi.org/about/press-media/2025/pmp-certification-holders-build-career-momentum-and-experience-earning-advantage-pmi-survey-finds", "publisher": "Project Management Institute"},
    {"number": 3, "title": "Shortage of Project Talent Endangers Global Growth", "url": "https://www.pmi.org/about/press-media/2025/shortage-of-project-talent-endangers-global-growth", "publisher": "Project Management Institute"},
    {"number": 4, "title": "Applicant Tracking System Statistics (Updated for 2026)", "url": "https://www.selectsoftwarereviews.com/blog/applicant-tracking-system-statistics", "publisher": "Select Software Reviews"},
    {"number": 5, "title": "15-1299.09 -- Information Technology Project Managers", "url": "https://www.onetonline.org/link/summary/15-1299.09", "publisher": "O*NET OnLine"},
    {"number": 6, "title": "You Need to Avoid These ATS Resume Formatting Mistakes", "url": "https://www.jobscan.co/blog/ats-formatting-mistakes/", "publisher": "Jobscan"},
    {"number": 7, "title": "IT Project Manager Must-Have Skills List & Keywords for Your Resume", "url": "https://www.ziprecruiter.com/career/IT-Project-Manager/Resume-Keywords-and-Skills", "publisher": "ZipRecruiter"},
    {"number": 8, "title": "Project Management Specialists: Occupational Outlook Handbook", "url": "https://www.bls.gov/ooh/business-and-financial/project-management-specialists.htm", "publisher": "Bureau of Labor Statistics"},
    {"number": 9, "title": "Project Management Salary Survey: 14th Edition", "url": "https://www.pmi.org/learning/careers/project-management-salary-survey", "publisher": "Project Management Institute"},
    {"number": 10, "title": "The Rising Demand for Project Managers: Why the World Needs More Project Leaders", "url": "https://sps.columbia.edu/news/rising-demand-project-managers-why-world-needs-more-project-leaders", "publisher": "Columbia University School of Professional Studies"}
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