Is Software, IT & Cybersecurity a Good Job Market in Denver-Aurora-Centennial, CO?

Executive Verdict

Market rating: competitive | Confidence: Medium

Denver is a viable market for Software, IT & Cybersecurity, but it is selective rather than easy. The local sample shows more than 450 postings across more than 200 companies over the last 90 days, and that hiring trend is up.[17] The catch is that the mix is heavily tilted toward experienced talent: about 65% of postings are senior, only about 10% are entry-level, and about 70% are on-site.[10][12] The broader metro economy looks steady rather than hot, with unemployment at 4.2% in January 2026, while Information employment was 45.7 thousand and down 4.0% year over year.[2][21]

Best positioned: Candidates with several years of experience in backend, platform, cloud, DevOps, or security work who can handle on-site or hybrid expectations have the best odds, because the market is senior-heavy and the top requested skills include Python, Java, Kubernetes, AWS, Docker, and CI/CD pipelines.[10][12][24]

Main caution: The biggest trap is treating Denver like a broad remote-first entry market; only about 15% of local postings are remote and only about 10% are entry-level.[12][10]

What Changed Recently

• Denver still has active software, IT, and cyber hiring, with more than 450 postings across more than 200 companies observed over the last 90 days, and the trend in that sample is up.[17]: There are real openings to pursue, so this is not a sit-out-the-market moment.
• The opportunity mix is broader than pure software firms: technology makes up about 30% of the local sample, information technology about 25%, and aerospace and defense, engineering, and financial services each about 10%.[20]: You will improve your odds by searching across employer types, not just traditional tech brands.
• The metro backdrop is stable but not fast-growing. Denver unemployment was 4.2% in January 2026, while Information employment was down 4.0% year over year and Professional and Business Services was down 0.1% year over year.[2][21][22]: Classic tech demand is softer than the headline job search may suggest, so enterprise and cross-industry roles matter more.
• Nationally, openings are still being posted, but hiring is slower to convert: the U.S. job openings rate was 4.2% in February 2026, while the hires rate was 3.1% and down 6.1% year over year.[3][4]: Expect longer interview cycles and more waiting between stages even when employers keep jobs live.
• AI has raised the bar for junior candidates. More than 78% of IT job postings mention AI-related skills, and reporting tied generative-AI adoption to a 9-10% reduction in junior developer hiring.[27][39]: Entry candidates need proof of practical output, not just a degree or tutorial portfolio.

What This Means for You

Entry-Level Candidates

Difficulty: Hard.

Best target: Aim for QA automation, support-to-cloud, junior data, internal tools, or security operations paths where you can show shipped work, automation, or lab evidence.

Biggest mistake: Applying only to generic software engineer titles and assuming remote options will make up for a thin resume.

Next step: Build one production-style project with deployment, testing, and monitoring, then tailor applications toward adjacent roles with clearer proof-of-work.

Mid-Career Candidates

Difficulty: Manageable if you are specialized.

Best target: Prioritize backend, platform, cloud, DevOps, security engineering, and enterprise software roles where operational judgment matters.

Biggest mistake: Presenting yourself as a broad generalist when the market is rewarding people who can own systems, migrations, reliability, or security outcomes.

Next step: Repackage your resume around 3-5 measurable wins tied to uptime, delivery speed, cloud cost, incident response, or migration complexity.

Career Switchers

Difficulty: Harder than mid-career, but possible with a narrow lane.

Best target: Pick one bridge path such as DevOps, QA automation, data engineering, security analyst, or cloud support rather than trying to become a generic full-stack engineer overnight.

Biggest mistake: Trying to hide the prior career instead of translating it into domain credibility and operational maturity.

Next step: Choose one target role, map your past work to that role, and create a portfolio or lab that proves the overlap in public.

Salary Reality

high pay highly concentrated

Observed local posted salaries center on about $120k to $170k, with a broader 25th-75th band of about $97k to $201k.[6] Denver recruiter and staffing guides are lower for some sub-roles: software developers and data analysts are listed at $85,000–$120,000, software engineers at $95,000–$140,000, and Robert Half places Denver software engineer starting pay at $142,000 with a $109,250 to $175,500 range.[7][8][9]

Denver can pay very well, but the local posting sample is also unusually senior-heavy, which helps explain why the posted center sits close to the national computer-and-mathematical median of $146,650/year.[10][11]

The upside is offset by fewer junior seats, a strong on-site skew, and local cost pressure: Denver CPI-U rose 4.2% over the 12 months ending in March 2026.[10][12][13]

Best-paying path: The strongest pay tends to sit in senior software, architecture, DevOps, data, and security paths. Local proxy data put Denver data engineers at a $148,502 median in late 2025, while national 2026 guides show senior software engineers around $142K-$210K and cloud security engineers around $163,000.[14][15][16]

Caution: Do not overread the top of the pay range. The highest figures often reflect seniority, specialization, bonuses, or national guide estimates rather than a typical Denver offer across the whole category.[15][16][6]

Where the Opportunities Are Concentrated

Real opportunity is spread across a long employer tail, not one dominant company. Over the last 90 days, the local sample shows more than 450 postings across more than 200 companies, and hiring is fragmented across employers rather than concentrated in a few hands.[17][18] The biggest buckets in the sample are technology at about 30% and information technology at about 25%, with aerospace and defense, engineering, and financial services each contributing about 10%.[20] That mix matters because Denver's classic Information sector is not the whole story. Information employment in the metro was 45.7 thousand in January 2026 and down 4.0% year over year, while Professional and Business Services was 311.4 thousand and roughly flat, and Education and Health Services grew 4.9% year over year.[21][22][23] In practice, that points job seekers toward platform, infrastructure, data, security, and internal software roles inside non-software employers as well as pure tech firms.[19][20]

• Platform, cloud, and enterprise software (high): This is the largest local lane: technology accounts for about 30% of the sample and information technology about 25%, while Python, Java, AWS, Kubernetes, Docker, and CI/CD pipelines are among the most requested skills.[20][24]
• Aerospace, defense, and mission-focused engineering (high): True Anomaly, Lockheed Martin, Blue Origin Company, and Booz Allen Hamilton appear among the most consistently active employers, and aerospace and defense plus engineering make up about 20% of the local sample.[19][20]
• Financial services and enterprise IT (moderate): Transamerica is among the active employers, and financial services make up about 10% of the local sample, but local Financial Activities employment was down 2.1% year over year in January 2026.[19][20][25]
• Health and education digital operations (moderate): There is less direct role-level evidence here, but Education and Health Services employment in the metro rose 4.9% year over year, which can support IT, security, and internal systems hiring outside the obvious tech names.[23]

Where to focus: Focus first on senior platform, backend, cloud, DevOps, and security roles inside tech, aerospace and defense, and enterprise IT employers rather than running a remote-only search for generic software engineer titles.

Skills and Credentials Worth Pursuing

• Python (table stakes): Python appears in about 25% of the local posting sample, making it one of the clearest baseline signals for software, automation, data, and infrastructure work in Denver.[24]
• Java (table stakes): Java shows up in about 20% of local postings, which suggests continuing demand in enterprise, backend, and large-system environments.[24]
• AWS + Kubernetes + Docker (differentiator): AWS, Kubernetes, and Docker each appear in about 15% of local postings, and together they point to the strongest Denver overlap between software delivery and infrastructure ownership.[24]
• CI/CD pipelines and DevSecOps workflow (differentiator): CI/CD pipelines appear in about 10% of local postings, and national 2026 guidance treats DevOps, automation, observability, IaC, GitOps, and DevSecOps as core engineering skills rather than optional extras.[24][28]
• AI fluency with coding copilots and prompt discipline (premium): More than 78% of IT postings mention AI-related skills, and 2026 guidance says AI fluency is no longer optional; common tools being adopted include GitHub Copilot, Cursor, Windsurf, and Claude Code.[27][28][37]
• MLOps (premium): MLOps expertise is identified as the leading AI skill bottleneck in 2026, which makes it a strong separator for candidates who can bridge models and production systems.[28]
• CISSP / CCSP / OSCP (differentiator): Locally, CISSP is the certification most often called out and even then in less than 5% of postings, while national 2026 security guidance highlights CCSP, OSCP, CISSP, CISM, and CEH as top certifications.[38][32]

Adjacent Roles to Consider

• Data Engineer (both): This is a strong bridge for backend, analytics, and software candidates because Denver proxy data reported a $148,502 median salary for data engineers and 324 unique postings in December 2025.[14]
• DevOps / Platform Engineer (both): The local skill mix strongly favors AWS, Kubernetes, Docker, and CI/CD, and national 2026 guidance projects DevOps engineer pay around $145,750.[24][29]
• Cloud Security Engineer (pivot): This is a logical pivot for cloud and infrastructure candidates because national 2026 guidance places median pay for cloud security engineers around $163,000.[16]
• Security Analyst (bridge): This is a practical entry route into cybersecurity, and national guidance places the average U.S. information security analyst salary at $124,910.[31]
• QA Automation / SDET (bridge): BLS projects software developers, QA analysts, and testers to grow 17% from 2024 to 2034, and AI is being used to automate test case generation, bug detection, and regression testing.[30][28]

30 / 60 / 90-Day Plan

First 30 Days

• Split your resume into two versions: one for backend/platform roles built around Python, Java, AWS, Kubernetes, Docker, and CI/CD, and one for security/cloud roles.[24]
• Re-rank your target list toward the employer types that are actually active in Denver: tech, IT, aerospace and defense, engineering, and financial services.[19][20]
• Turn on Denver-area on-site and hybrid filters first, because about 70% of local openings are on-site and about 20% are hybrid.[12]
• Build one proof-of-work asset that shows deployment, testing, and operations ownership, because the local market skews senior and the broader market is moving toward skills-first hiring.[10][26]

Days 31-60

• Publish an end-to-end project that combines cloud deployment, containers, and CI/CD; add AI-assisted workflow notes or guardrails if relevant, because AI-related skills now appear in more than 78% of IT postings.[27][28]
• If your core title search is not converting, expand deliberately into Data Engineer, DevOps/Platform, QA Automation, or Security Analyst paths instead of spraying more generic applications.[14][29][30][31]
• Use salary targets grounded in Denver ranges rather than only national headlines: local posted salaries center on about $120k to $170k, with wide variation by role and seniority.[6]
• Prepare interview stories around incident handling, migrations, system reliability, delivery speed, and security tradeoffs, because employers are rewarding applied judgment more than broad title matching.

Days 61-90

• If response is still weak, reposition into one domain lane such as defense systems, enterprise IT, data, DevOps, or cloud security instead of marketing yourself as a generic software engineer.[19][20]
• Add one external proof signal that fits your lane: a security certification path such as CISSP, CCSP, or OSCP for cyber, or a stronger cloud and automation portfolio for platform roles.[32][28]
• Broaden your employer map beyond classic software firms and include aerospace and defense, financial services, and growing health and education organizations.[20][23]
• Treat postings that have been live for around 49 days as lower-priority follow-ups and shift more effort toward fresher listings and direct recruiter contact.[33]

Methodology and Confidence

This March 2026 report was generated on April 21, 2026. Latest direct national data: April 2026. Latest direct Denver-Aurora-Centennial, CO data: April 2026.

Confidence: Overall confidence: Medium. Local demand and employer patterns are visible, but some salary and sub-role conclusions rely on proxy or category-level evidence.

Limitations

• Denver's broad labor-market context in this report is current through January 2026, while some occupation-specific posting and pay signals run through March and April 2026, so very recent shifts may not be fully reflected.
• Software, IT & Cybersecurity combines very different paths in Denver, from help desk and sysadmin work to senior platform engineering and cloud security, so a strong signal for one sub-role should not be assumed to apply equally to the whole category.
• Some local year-over-year labor figures for early 2026 are preliminary government estimates, so modest improvements or declines can still be revised.
• Pay figures here combine posted salary ranges, recruiter guides, and broader occupation-family data, so they are best used as negotiation context rather than guaranteed offer levels for a specific employer.
• The Callings.ai job database is a partial, deduplicated sample of online Denver-area postings, so it is more reliable for direction of demand, leading employer names, seniority mix, and skill patterns than for exact market size or exact employer shares.

References

1. Federal Reserve Economic Data. Unemployment Rate · 2026-03 · fred.stlouisfed.org
2. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-01 · data.bls.gov
3. Federal Reserve Economic Data. Job Openings: Total Nonfarm · 2026-02 · fred.stlouisfed.org
4. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-02 · data.bls.gov
5. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-03 · data.bls.gov
6. Callings.ai. Callings.ai job-market aggregation · 2026-03 · callings.ai
7. Lhh. Denver Recruiting Agency | LHH Talent Solutions · 2026-04 · lhh.com
8. Scionstaffingdenver. Search Denver Jobs | Temporary and Permanent Job Opportunities · 2026-04 · scionstaffingdenver.com
9. Robert Half. Staffing, Recruitment & Job Search · 2025-09 · roberthalf.com
10. Callings.ai. Callings.ai job-market aggregation · 2026-03 · callings.ai
11. Bureau of Labor Statistics. Bureau of Labor Statistics Data · data.bls.gov
12. Callings.ai. Callings.ai job-market aggregation · 2026-03 · callings.ai
13. Bureau of Labor Statistics. Consumer Price Index, Denver-Aurora-Lakewood area — March 2026 · 2026-04 · bls.gov
14. Cochamber. Cochamber - median_wage_annual · 2026-01 · cochamber.com
15. Lorienglobal. 2026 Tech Salary Guide | Salary Insights for 150+ Roles in The US | Lorien · 2026-01 · lorienglobal.com
16. Coursera. Security Engineer Salary: Your 2026 Guide · 2026-01 · coursera.org
17. Callings.ai. Callings.ai job-market aggregation · 2026-03 · callings.ai
18. Callings.ai. Callings.ai job-market aggregation · 2026-03 · callings.ai
19. Callings.ai. Callings.ai job-market aggregation · 2026-03 · callings.ai
20. Callings.ai. Callings.ai job-market aggregation · 2026-03 · callings.ai
21. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-01 · data.bls.gov
22. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-01 · data.bls.gov
23. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-01 · data.bls.gov
24. Callings.ai. Callings.ai job-market aggregation · 2026-03 · callings.ai
25. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-01 · data.bls.gov
26. Artech. The 10 Most In-Demand Tech Certifications for 2026 (Backed by Hiring Trends) · 2025-12 · artech.com
27. Uwex. AI Skills Drive Job Growth in Weak Hiring Market: How to Stay Competitive in 2026 | UW Online Collaboratives · 2026-02 · uwex.wisconsin.edu
28. Immersivedata. How AI is Revolutionizing Software Development in 2025 · 2026-04 · immersivedata.ai
29. Robert Half. 2026 Technology salary trends: The skills and roles driving growth · 2026-01 · roberthalf.com
30. Bureau of Labor Statistics. Software Developers, Quality Assurance Analysts, and Testers · 2026-03 · bls.gov
31. Splunk. Your 2026 IT and Technology Salary Guide: Tech Trends Driving the Year’s Highest-Paying Jobs | Splunk · 2026-01 · splunk.com
32. Cybersecurityventures. 5 Hot Cybersecurity Certifications for Salary Growth in 2026 · 2026-01 · cybersecurityventures.com
33. Callings.ai. Callings.ai job-market aggregation · 2026-03 · callings.ai
34. Data. See which companies announced layoffs and closings - WARN notices · 2026-04 · data.coloradoan.com
35. Warntracker. TIAA complete WARN notice layoff history from Apr 2025 to Mar 2026 · 2026-01 · warntracker.com
36. Youtube. Youtube - warn_notice_layoff · 2025-10 · youtube.com
37. Mindstudio. Best AI Tools for Technical Founders in 2026 · 2026-04 · mindstudio.ai
38. Callings.ai. Callings.ai job-market aggregation · 2026-03 · callings.ai
39. Byteiota. Software Engineering 2026: AI Reshapes Developer Jobs | byteiota · 2026-01 · byteiota.com