article · Which certification is worth it?

Which IT Certification Should I Get? Role-First

Which IT certification should I get? Choose by role, official exam facts, employer language, AI impact, cost, and source-backed guardrails.

Build my personalized career plan

Researched by RoleMath Research. Every figure on this page traces to the official source shown next to it.

Answer blocks

Common Questions

Which IT certification should I get first?

Choose the role first; the right first certification follows from it. Aiming at IT support? CompTIA A+ (difficulty 30/100). Networking? Network+ (35) or Cisco CCNA (50). Security? Security+ (45) after a networking foundation. "Which cert first?" is the wrong opening question.

The most common beginner mistake is picking a credential before picking a target role, then paying for one that doesn't fit. Work backward from the job. For help-desk and IT support, A+ is the standard first step (difficulty 30/100, Foundational; exam ~$548). For networking, Network+ (35; ~$399) or Cisco CCNA (50; ~$300 exam). For security, Security+ (45; ~$439) is designed to sit on top of a networking foundation, not to be a true day-one cert. We use a cited difficulty index rather than invented pass rates, which certifying bodies don't publish. Avoid experience-gated credentials like CISSP as a first cert — you can't fully earn them without years of work. Fees are current as of mid-June 2026 and drift; confirm on the vendor page.

Citations: Difficulty index — RoleMath Difficulty Score; exam fees — CompTIA/Cisco (2026-06-13); sequencing/prereq (Security+ recommends a foundation; CISSP experience-gated) — vendor eligibility pages.

Want the certification matched to your target role and budget instead of a generic ranking? The RoleMath planner routes your background to cited options — and sells you nothing.

Which IT certification should I get?

By the RoleMath Editorial Team · Last updated 2026-07-05. Every figure traces to a cited source; we sell none of the options discussed.

Which IT certification should I get? Start with the role you are trying to earn evidence for. A support role points toward different proof than a networking, security, cloud support, or data analyst route. The certification is not the destination. It is a signal, study structure, or prerequisite check that only matters if it maps to the work you want to do.

Key takeaways

  • Choose the role first, then the certification that helps prove that role's daily work.
  • CompTIA A+ is the cleaner first credential for help desk and general IT support targets.
  • Network+ is a vendor-neutral networking foundation; CCNA is a deeper Cisco/network-administration signal.
  • Security+ fits early security-operations routes better after IT and networking grounding.
  • Google Data Analytics is a professional certificate/course, not a proctored vendor certification exam.
  • Employer-language samples are qualitative vocabulary context, not representative demand or future prediction.
  • AI raises the evidence bar: study plans should teach verification, troubleshooting, documentation, and judgment.
  • BLS/O*NET pay and outlook are occupation-level context only, not credential salary or outcome evidence.

The short answer by goal

Use the role first, then the credential.

Your near-term goalBetter first credential to investigateWhy this is the fit-dependent answer
Help desk or general IT supportCompTIA A+RoleMath's ladder marks A+ as a primary support-track credential for help desk and IT support. It maps to hardware, software, operating-system, and troubleshooting foundations.
IT support with networking-heavy gapsCompTIA A+ first, then Network+ if networking keeps appearingNetwork+ can strengthen troubleshooting and networking readiness, but A+ is usually the cleaner first support credential.
Network administrator or field networkingNetwork+ for vendor-neutral foundation; CCNA when Cisco/network-administration depth is the goalNetwork+ is broader foundation. CCNA is a stronger Cisco networking-role signal and a heavier networking commitment.
Security operationsSecurity+ after basic IT/networking groundingRoleMath's ladder marks Security+ as the primary early security-operations credential, but CompTIA's recommended experience bar is higher than A+ or Network+.
Network-security engineeringCCNA plus security foundation, not a single beginner shortcutThe mapped role needs network and security evidence. CCNA can support network depth; Security+ can support security vocabulary.
Data analystGoogle Data Analytics only if you need structured data-analysis learningIt is a professional certificate/course, not a proctored exam. Use it for SQL, spreadsheets, Tableau, Python, and project structure, not as a hiring promise.

The wrong first question is "which certification is best?" The better question is: what role am I trying to prove, what daily tasks do I need evidence for, and which credential helps me build that evidence without overpaying or drifting into the wrong track?

Do not start with a ranked list

A ranked list hides the tradeoff. A+ is not better than Security+ for every person; it is better for a support target. Security+ is not better than Network+ for every person; it is better when the target work is security operations and you already have enough IT/networking foundation. CCNA is not a beginner shortcut; it is a stronger networking signal for people who want network administration, network support, or network-security depth.

Use this decision order instead:

Step 1: Pick the role family: support, networking, security, cloud support, or data.

Step 2: Compare the role's day-to-day tasks against your evidence.

Step 3: Check whether the credential is primary, foundation, adjacent, or not primary for that role.

Step 4: Check official exam facts: exam code, number of exams, time limit, price, prerequisites, and recommended experience.

Step 5: Compare employer language and AI context as preparation signals, not as promises.

Step 6: Pay only when the credential fills a real evidence gap.

This is the RoleMath pattern: the credential follows the role. The role does not follow the credential.

Match the credential to day-to-day work

O*NET task context helps keep the choice concrete. Support roles involve daily computer performance, equipment setup, diagnostics, user questions, and hardware or software support. Security-analysis roles involve security plans, malware monitoring, risk assessments, encryption or firewall work, and access-control changes. Network-security engineering adds penetration tests, breach monitoring, control-quality assessment, vulnerability scanning, and security training. Field-network work includes equipment testing, installation, repair validation, and customer explanation. Data-analyst work includes reports, dashboards, BI tools, information flow, and trend analysis.

Role evidence you needCredential that may helpEvidence still required beyond the credential
Diagnose user devices, operating systems, software, and access problemsA+Ticket-style troubleshooting notes, user communication, and escalation examples.
Explain networks, IP, DNS, routing basics, and network troubleshootingNetwork+ or CCNALab diagrams, packet/network notes, troubleshooting writeups, and command evidence.
Understand security controls, threats, identity, and operations vocabularySecurity+Alert triage notes, access-review examples, basic incident writeups, and risk explanation.
Work on Cisco-heavy networking or network administrationCCNAConfig, verification, troubleshooting, and network-change documentation.
Build analyst foundations across spreadsheets, SQL, Python, Tableau, and dashboardsGoogle Data AnalyticsPortfolio artifacts: cleaned data, query work, dashboard, and business explanation.

If a credential does not help you produce role evidence, it is not the right next move even if it is popular.

Official exam facts and cost guardrails

Official facts keep the decision from turning into folklore. Costs below are exam-fee facts captured from official sources in RoleMath seed data; always re-check the official page before paying because fees and bundles can change.

CredentialOfficial exam or course shapeCaptured exam feePrerequisite/experience caveatBetter use
CompTIA A+Two exams: 220-1201 and 220-1202; maximum 90 questions per exam; 90 minutes per exam$274 per exam; two exams requiredNo formal prerequisite captured; CompTIA recommends about 12 months in IT supportFirst support credential when help desk/IT support is the target.
CompTIA Network+N10-009; maximum 90 questions; 90 minutes$399No formal prerequisite captured; A+ and 9-12 months junior network experience are recommendationsNetworking foundation after or alongside support grounding.
CompTIA Security+SY0-701; maximum 90 questions; 90 minutes$439No formal prerequisite captured; Network+ and about two years security/systems experience are recommendationsEarly security credential after basic IT/networking evidence.
Cisco CCNA200-301 CCNA; Cisco page says 120 minutes$US300RoleMath eligibility seed records no required prerequisite; do not infer question count from the captured official pageStronger networking-role signal for network administration and network-security foundations.
Google Data Analytics Professional Certificate9-course professional certificate/course, not a proctored exam credentialNo flat proctored exam fee in RoleMath exam-cost seedCoursera page says beginner level and no degree or experience requiredStructured data-analysis learning and portfolio scaffolding, not a certification exam substitute.

Do not compare only sticker prices. Compare the role fit, number of exams, study time, retake risk, renewal or continuing-education obligations, and whether the credential actually appears in the postings you are targeting.

Use current employer language without overclaiming

RoleMath's current employer-language panel is a qualitative public ATS sample captured 2026-06-20. It is not representative market demand, not a hiring share, and not a forecast. It is useful as a vocabulary and evidence checklist.

Role samplePublic-ready sampled postingsCredential mentions in the sampleRepeated skill language
Help Desk Technician55Security+, CompTIA A+, Network+, PMP, CCNATroubleshooting, Windows, ServiceNow, Active Directory, macOS, Jira, DNS, VPN
IT Support Specialist22Network+, CompTIA A+, Security+, PMP, Server+Windows, troubleshooting, macOS, Okta, Azure, Linux, Python, Agile
Cloud Support Associate10No repeated certification terms cleared the panelLinux, troubleshooting, Kubernetes, DNS, AWS, Azure, Docker, Python
IT Security Operations Specialist24Security+, CCNA, PMP, Network+, CySA+IAM, AWS, Python, cybersecurity, Azure, GCP, vulnerability management, Kubernetes
Network Security Engineer22Security+, CCNA, CySA+Network security, cybersecurity, Palo Alto, Cisco, firewall, Azure, Zero Trust, AWS
Field Network Technician46CCNA, Network+, Server+, Linux+Troubleshooting, Python, Excel, Linux, JavaScript, API, Asana, OpenAI

Use the table to ask sharper questions. If you are choosing A+ for support, can you show troubleshooting and operating-system evidence? If you are choosing CCNA, can you explain network tasks beyond the badge? If you are choosing Security+, can you produce security-operations artifacts rather than only vocabulary?

Examples by situation

Concrete example scenarios make the tradeoff clearer.

Example 1: A customer-service worker targeting help desk should usually compare A+ against direct support labs before looking at Security+. The first evidence gap is troubleshooting and user communication, not security vocabulary.

Example 2: An IT support worker who keeps seeing DNS, VPN, and routing language in postings can use Network+ as a foundation step, then decide whether CCNA depth is worth the extra Cisco-specific commitment.

Example 3: An Excel-heavy career changer targeting data analyst work should not buy A+ just because it is a common IT credential. The better evidence gap is SQL, dashboards, data cleaning, and stakeholder explanation.

SituationBetter next moveWhy
Customer-service worker targeting help desk in 6-9 monthsA+ plus ticket-style labsThe role evidence is troubleshooting, user communication, operating systems, and escalation. A+ aligns better than a data or security credential.
IT support worker seeing network terms in every postingNetwork+ before CCNA unless Cisco depth is the goalNetwork+ can fill foundation gaps; CCNA is stronger when the target is network administration or Cisco-heavy environments.
Help desk worker aiming at security operationsSecurity+ after networking/security labsSecurity+ is more credible when paired with log review, access control, risk notes, and incident-triage practice.
Networking learner aiming at network security engineeringCCNA plus security foundationNetwork-security engineering needs network depth and security-control evidence; a single beginner credential is too thin.
Excel-heavy career changer aiming at data analystGoogle Data Analytics or a project sprint, not A+The data route needs SQL, dashboards, cleaning, analysis, and stakeholder explanation. A+ is a support credential.
Cloud-curious support learnerA+ or Network+ first, then cloud-specific work if postings require itCloud support samples mention Linux, DNS, troubleshooting, Kubernetes, AWS, Azure, Docker, and Python. The first credential should close the foundation gap you actually have.

A credential recommendation should change when the person changes. Budget, starting evidence, target role, location, employer language, and time horizon all matter.

AI changes the evidence you need

AI does not make certifications useless, but it changes what the credential has to prove. A credential that only gives vocabulary is weaker than a credential-plus-artifact plan that shows troubleshooting, verification, documentation, and judgment.

RoleMath's AI panels use Anthropic Economic Index context as workflow evidence only. Help Desk Technician, IT Support Specialist, and Cloud Support Associate use 34.38% augmentation-labeled and 65.62% automation-labeled Claude usage context. IT Security Operations Specialist uses 23.9% augmentation-labeled and 76.1% automation-labeled context. Network Security Engineer uses 36.25% augmentation-labeled and 63.75% automation-labeled context. Field Network Technician uses 69.61% augmentation-labeled and 30.39% automation-labeled context. These numbers describe observed Claude usage patterns, not employment demand, job loss, credential value, or personal outcomes.

For certification choice, the practical AI question is: will this credential help you verify AI-assisted work? A+ should help you check device, OS, and user-support answers. Network+ and CCNA should help you catch bad network assumptions. Security+ should help you challenge weak security recommendations. Google Data Analytics should help you evaluate data cleaning, analysis, and dashboard claims. If the study plan does not build verification habits, it is incomplete.

Pay and outlook are role context, not certification outcomes

BLS/O*NET pay and outlook can help you understand the role family. They cannot tell you that a certification will produce a salary, interview, offer, promotion, or local result.

Route contextBLS/O*NET occupation contextMay 2025 national median wage2024-2034 projected change and annual openingsHow to use it
Help desk / IT support / cloud supportComputer User Support Specialists$61,860-3.7%; 40.8 thousand annual openingsSupport-role context; use local postings to choose A+ vs Network+ emphasis.
Security operationsInformation Security Analysts$129,18028.5%; 16 thousand annual openingsSecurity-role context; do not treat Security+ as salary evidence.
Network-security engineeringComputer Occupations, All Other / Information Security Engineers mapping$116,5808.2%; 31.3 thousand annual openingsMedium-confidence role context; validate title-specific postings.
Field networkingTelecommunications Equipment Installers and Repairers$63,890-4.2%; 13.2 thousand annual openingsOccupation context for field work; not a CCNA or Network+ wage claim.
Data analyst routeData Scientists / BI analyst mapping$120,23033.5%; 23.4 thousand annual openingsData/BI occupation context; not a Google certificate outcome.

This table is direction-finding, not promise-making. It helps you see the difference between support, security, network, field, and data contexts. It does not convert a credential into a pay forecast.

Previous-year and future demand claims stay blocked

RoleMath can show current sampled employer language from the 2026-06-20 public ATS panel. It cannot yet say that Security+ mentions rose from last year, that CCNA demand is increasing, that A+ is declining, or what employers will ask for next year.

The demand trend-readiness gate is still blocked: one comparable group, zero trend-ready groups, two more comparable snapshots required, and 60 more days required between the first and latest comparable snapshot. Until that gate changes, this page can show current sampled wording only.

That is especially important for certification pages because unsourced trend claims can push people into the wrong purchase. RoleMath will not publish prior-year movement or future-demand predictions until the repeated-panel method supports them.

Decision checklist before you pay

Run this checklist before buying a voucher, subscription, bundle, bootcamp add-on, or prep product.

Step 1: Name the role and the daily tasks you need evidence for.

Step 2: Check whether the credential is primary, foundation, adjacent, or not primary for that role.

Step 3: Read the official exam or course page, not only a prep vendor page.

Step 4: Confirm exam count, code, time limit, price, prerequisites, recommended experience, and renewal or continuing-education requirements.

Step 5: Compare employer-language samples to your resume evidence. If the postings ask for troubleshooting, DNS, SIEM, IAM, Linux, SQL, or dashboards, build proof for those workflows.

Step 6: Add AI verification to the study plan: use AI for practice and critique, but verify answers against official objectives, labs, docs, and your own explanations.

Step 7: Do not use unofficial exam outcome percentages, salary tables, or vague rankings as purchase evidence.

If the credential still fills a real gap after this checklist, it may be a good next step. If it only feels reassuring, wait and build role evidence first.

Honest bottom line

The honest bottom line: the first IT certification should be the one that helps you prove the role you are actually targeting. For help desk and general IT support, start with A+. For networking, compare Network+ and CCNA by depth and Cisco relevance. For security operations, use Security+ after basic IT/networking grounding. For data analysis, treat Google Data Analytics as a learning program and project scaffold, not as a proctored certification exam.

No credential on this page is a salary switch, hiring shortcut, or universal answer. The durable moat is source-backed role evidence: tickets, labs, network notes, security writeups, dashboards, and explanations you can defend.

Choose the credential that closes the next evidence gap. Skip the one that only looks impressive in a generic list.

Frequently asked questions

Which IT certification should I get first?

For help desk or general IT support, CompTIA A+ is usually the cleaner first credential. For networking, compare Network+ and CCNA. For security, Security+ makes more sense after basic IT/networking grounding. For data, use Google Data Analytics as a learning program, not a proctored exam credential.

Should I get A+ or Security+ first?

If you are new to IT and targeting support roles, A+ usually fits first. Security+ fits better when you already have basic IT/networking grounding and are targeting security operations.

Is Network+ or CCNA better?

Network+ is a vendor-neutral foundation. CCNA is deeper and more Cisco/network-administration oriented. Choose Network+ if you need broad fundamentals; choose CCNA if the target role rewards Cisco networking depth.

Is Google Data Analytics an IT certification?

RoleMath labels it as a professional certificate/course rather than a proctored certification exam. It can support data analyst learning and projects, but it should not be treated like A+, Network+, Security+, or CCNA.

Can a certification get me a tech job?

A certification can help structure study or signal preparation, but it does not replace role evidence. Build artifacts that match the work: tickets, labs, network notes, security writeups, dashboards, and explanations.

Related, with the cited detail

Sources

Figures in this article are cited to the sources named in the Citation Ledger below and on each linked cited page.

Citation Ledger

IDSupportsEvidenceSource
CIT-01CompTIA A+ should be framed as a support-track credential with two current exams and official voucher pricing.RoleMath's captured official CompTIA A+ source lists Core 1 220-1201 and Core 2 220-1202, with each voucher captured at $274 as of 2026-06-13; A+ requires two exams.https://www.comptia.org/en-us/certifications/a/core-1-and-2-v15/
CIT-02CompTIA Network+ should be framed as a networking-foundation credential, not a universal first credential.RoleMath's captured official Network+ source lists exam N10-009, a single-exam voucher captured at $399 as of 2026-06-13, and no formal prerequisite; A+ and 9-12 months of junior network experience are vendor recommendations, not requirements.https://www.comptia.org/en-us/certifications/network/
CIT-03CompTIA Security+ should be framed as a security-foundation credential with a higher recommended-experience bar than first support credentials.RoleMath's captured official Security+ source lists exam SY0-701, a single-exam voucher captured at $439 as of 2026-06-13, and no formal prerequisite; Network+ and about two years of security or systems-administration experience are vendor recommendations, not requirements.https://www.comptia.org/en-us/certifications/security/
CIT-04Cisco CCNA should be framed as a networking credential tied to 200-301, official duration, and official price.Cisco's current 200-301 CCNA exam page says the exam is 120 minutes and lists the price as $US300 or Cisco Learning Credits.https://www.cisco.com/site/us/en/learn/training-certifications/exams/ccna.html
CIT-05Cisco CCNA exam scope includes current networking and operations domains, including an AI/network-operations domain in the captured official topics source.RoleMath's captured Cisco 200-301 CCNA v2.0 exam-topics source lists domains: Network Infrastructure and Connectivity 25%, Switching and Network Access 25%, IP Routing 20%, Network Services and Security 20%, and AI, and Network Operations and Management 10%.https://learningcontent.cisco.com/documents/marketing/exam-topics/200-301_CCNA_v2.0_Exam_Topics_PDF.pdf
CIT-06Google Data Analytics should be labeled as a professional certificate/course, not a proctored certification exam.Coursera's Google Data Analytics Professional Certificate page describes a 9-course beginner series, no degree or experience required, AI training from Google experts, a flexible schedule, and about 6 months at 10 hours a week.https://www.coursera.org/professional-certificates/google-data-analytics
CIT-07Support-role task evidence should come from O*NET role context.O*NET's Computer User Support Specialists profile includes daily computer performance, equipment setup, diagnostics, user questions, and hardware or software support.https://www.onetonline.org/link/summary/15-1232.00
CIT-08Security-operations role evidence should come from O*NET security-analysis task context.O*NET's Information Security Analysts profile includes security plans, malware and virus monitoring, encryption or firewall work, risk assessments, and access-control changes.https://www.onetonline.org/link/summary/15-1212.00
CIT-09Network-security engineering role evidence should come from O*NET information-security engineering task context.O*NET's Information Security Engineers profile includes penetration tests, monitoring for breaches or intrusions, security-control quality assessment, vulnerability scanning, and staff security training.https://www.onetonline.org/link/summary/15-1299.05
CIT-10Field-network task evidence should come from O*NET telecommunications-equipment task context.O*NET's Telecommunications Equipment Installers and Repairers profile includes equipment demonstration, circuit and component testing, repaired-equipment testing, field installation work, and communications-equipment assembly.https://www.onetonline.org/link/summary/49-2022.00
CIT-11Data-analyst route evidence should come from O*NET business-intelligence task context.O*NET's Business Intelligence Analysts profile includes reports, dashboards, business intelligence tools, information flow, support for reports, and trend analysis.https://www.onetonline.org/link/summary/15-2051.01
CIT-12Pay figures are occupation-level BLS context, not certification salary evidence.RoleMath's mapped BLS OEWS May 2025 context uses national median annual wages of $61,860 for Computer User Support Specialists, $129,180 for Information Security Analysts, $116,580 for Computer Occupations, All Other / information-security engineering context, $63,890 for Telecommunications Equipment Installers and Repairers, and $120,230 for the Data Scientists/BI analyst role context.https://www.bls.gov/oes/special-requests/oesm25nat.zip
CIT-13Outlook figures are occupation-level BLS context, not live demand or certification outcome evidence.RoleMath's mapped BLS Employment Projections 2024-2034 context uses -3.7% projected change and 40.8 thousand annual openings for Computer User Support Specialists, 28.5% and 16 thousand for Information Security Analysts, 8.2% and 31.3 thousand for Computer Occupations, All Other, -4.2% and 13.2 thousand for Telecommunications Equipment Installers and Repairers, and 33.5% and 23.4 thousand for Data Scientists.https://www.bls.gov/emp/ind-occ-matrix/occupation.xlsx
CIT-14Occupation skill context should be framed as BLS/O*NET evidence.BLS skills data explains that O*NET is the foundation for BLS skill scores by occupation.https://www.bls.gov/emp/data/skills-data.htm
CIT-15Employer-language samples are qualitative current wording, not representative market demand.RoleMath's 2026-06-20 public ATS pilot uses Greenhouse as one source family for sampled posting language.https://developers.greenhouse.io/job-board
CIT-16Public ATS source families should be cited as posting surfaces only.RoleMath's 2026-06-20 public ATS pilot uses Ashby as one qualitative employer-language source family.https://developers.ashbyhq.com/docs/public-job-posting-api
CIT-17Public ATS source families require visible caveats.RoleMath's 2026-06-20 public ATS pilot uses Lever as one qualitative employer-language source family.https://hire.lever.co/developer/documentation#postings
CIT-18AI context should be treated as workflow evidence, not credential-value or hiring evidence.Anthropic's June 2026 Economic Index provides descriptive Claude usage context; RoleMath treats it as workflow evidence only.https://www.anthropic.com/research/economic-index-june-2026-report
CIT-19LLM exposure is task-capability overlap rather than a personal hiring prediction.Eloundou et al. frame LLM exposure as potential task effect rather than a direct employment replacement claim.https://www.science.org/doi/10.1126/science.adj0998
CIT-20Generative AI exposure should distinguish assistance from replacement.ILO research on workers' exposure to AI frames generative AI effects across task exposure categories.https://www.ilo.org/publications/workers-exposure-ai
CIT-21Previous-year and prediction language remains blocked until RoleMath has comparable repeated panels.The demand trend-readiness gate has one comparable group, zero trend-ready groups, two more comparable snapshots required, and 60 more days required between the first and latest comparable snapshot.outputs/demand_language_panel/trend_readiness.json

Evidence behind this article

RoleMath turns this article into a small decision report: official credential facts, occupation context, sampled employer wording, and AI workflow evidence. Sampled postings are language evidence, not market share, salary, placement, or a hiring forecast.

Mapped roles: IT Security Operations Specialist, Network Security Engineer, Help Desk Technician, Field Network Technician, Data Analyst

Current employer language

  • In RoleMath's public ATS sample captured 2026-06-20, IT Security Operations Specialist matched 109 heuristic postings, including 24 title/public-ready postings. Common sampled language included IAM, AWS, Python, Cybersecurity, Azure; certification mentions included Security+, CCNA, PMP; AI-language mentions included no reviewed AI-specific terms cleared the current panel. This is qualitative employer language, not representative market demand.
  • In RoleMath's public ATS sample captured 2026-06-20, Network Security Engineer matched 31 heuristic postings, including 22 title/public-ready postings. Common sampled language included Network security, Cybersecurity, Palo Alto, Cisco, firewall; certification mentions included Security+, CCNA, CySA+; AI-language mentions included no reviewed AI-specific terms cleared the current panel. This is qualitative employer language, not representative market demand.
  • In RoleMath's public ATS sample captured 2026-06-20, Help Desk Technician matched 80 heuristic postings, including 55 title/public-ready postings. Common sampled language included Troubleshooting, Windows, ServiceNow, Active Directory, macOS; certification mentions included Security+, CompTIA A+, Network+; AI-language mentions included no reviewed AI-specific terms cleared the current panel. This is qualitative employer language, not representative market demand.

Previous-year demand: blocked until comparable repeat snapshots exist. Prediction: review-only; no public forecast is approved from this sample. Sources: Ashby Job Postings API, Greenhouse Job Board API, Lever Postings API, Teamtailor Jobs JSON Feed, Workday CXS Jobs API

AI impact context

  • IT Security Operations Specialist: 23.90% augmentation-labeled and 76.10% automation-labeled Claude usage context. Sampled AI-language terms include LLM, OpenAI, PyTorch, machine learning. Descriptive Claude usage data, not employment demand, not job loss, and not a personal forecast; CC-BY attribution required.
  • Network Security Engineer: 36.25% augmentation-labeled and 63.75% automation-labeled Claude usage context. Descriptive Claude usage data, not employment demand, not job loss, and not a personal forecast; CC-BY attribution required.
  • Help Desk Technician: 34.38% augmentation-labeled and 65.62% automation-labeled Claude usage context. Descriptive Claude usage data, not employment demand, not job loss, and not a personal forecast; CC-BY attribution required.

Sources: Anthropic Economic Index report: Cadences (release 2026-06-26), Canaries in the Coal Mine - recent employment effects of AI (working paper), Felten Raj and Seamans - AI Occupational Exposure (AIOE) index, GPTs are GPTs: An early look at the labor market impact potential of LLMs (Science 2024), OECD Employment Outlook 2023 - Artificial Intelligence and the Labour Market

Credential claim guardrails

Credential matches in this packet: Cisco Cisco Certified Network Associate; CompTIA CompTIA A+; CompTIA CompTIA CySA+; CompTIA CompTIA Linux+.

No certification shown here is treated as salary, job, ROI, or pass-rate proof. Sources: Cisco official credential page, CompTIA official credential page, CompTIA official credential page, CompTIA official credential page, CompTIA official credential page

Ready to see how this fits your background?

RoleMath planner