RoleMath

role

Cloud Engineer

Review Cloud Engineer role tasks, pay context, AI-impact notes, skill gaps, and cited evidence.

See my realistic path to Cloud Engineer

Certification details change. Always confirm final pricing, availability, and credential terms on the official provider page linked in the sources below before you pay for anything.

Growing occupation - projected +8.2% through 2034.

The call: Starting from scratch, the strongest-mapped entry credential for this role is Microsoft Azure Administrator Associate - the top of 4 mapped entry options. That ranking comes from RoleMath's cited role mapping, not a universal best - check the full certification decision table below before you commit.

BLS projects Computer occupations, all other - the occupation this role maps to - to grow 8.2% from 2024 to 2034. O*NET profiles the work as primarily Conventional (structured, detail-heavy) and Investigative (analytical, problem-digging). Weigh that against how you actually like to work.

What the numbers say about this work

Government occupation data for the broader BLS group used for this wage — Computer Occupations, All Other (SOC 15-1299). This is planning context for the occupation, not a salary or a job this role guarantees you.

Median pay (occupation)
$116,580 / yr · $55,940 to $188,470 (10th–90th percentile)
Projected change (2024–34)
+8.2% · ~31.3k openings/yr
Typical entry education
Bachelor's degree

BLS OEWS — occupation-level, national · checked BLS Employment Projections 2024–34 · checked O*NET maps this role to Computer Systems Engineers/Architects (15-1299.08); the BLS wage belongs to the broader Computer Occupations, All Other.

What it pays by metro

The national median hides a wide geographic spread. Below is the occupation’s median in some of the highest-paying and largest-employment metros, adjusted for local prices — regional price-level context, not take-home pay or a salary this role guarantees you.

MetroNominal medianCost-adjusted
San Jose, CA$184,430$167,021
Denver, CO$160,520$151,746
Lexington Park, MD$144,680$143,589
Boulder, CO$147,590$140,292
San Francisco, CA$161,700$139,863
Columbus, OH$129,940$136,107

See all metros and how this is calculated → Sources: BLS OEWS (May 2025), occupation-level metro median ÷ BEA Regional Price Parities (2024, US=100).

What this work involves

The tasks the U.S. Department of Labor’s O*NET lists most central to this occupation — role-fit evidence to weigh against your background, not a measure of employer demand.

  • Communicate with staff or clients to understand specific system requirements.
  • Investigate system component suitability for specified purposes, and make recommendations regarding component use.
  • Provide customers or installation teams guidelines for implementing secure systems.
  • Direct the analysis, development, and operation of complete computer systems.
  • Monitor system operation to detect potential problems.
  • Direct the installation of operating systems, network or application software, or computer or network hardware.

O*NET — occupation-level · checked

Skills that matter

The skills O*NET rates most important for this occupation. A starting map for what to build — weigh it against the specific job you’re targeting.

  • Active Listening
  • Critical Thinking
  • Reading Comprehension
  • Speaking
  • Writing
  • Active Learning
  • Monitoring
  • Learning Strategies

O*NET — occupation-level · checked

What employers name in current openings

The skills and certifications most often named in a balanced sample of 254 public job postings from at least 68 employers and 4 source families. Treat it as a to-learn list — it is dated hiring language, not total demand, personal hiring odds, or salary.

Most-named skills

  • Kubernetes 168
  • AWS 164
  • Terraform 126
  • Python 124
  • Azure 113
  • GCP 95
  • Docker 84
  • Linux 62
  • Software development 58
  • Ansible 57
  • Incident response 55
  • Troubleshooting 51

Certifications named

  • Security+ 12
  • CCNA 6
  • Linux+ 3
  • CySA+ 2
  • PMP 1

Compare what employers ask across roles → Qualitative employer-language sample only; do not use as official demand, market-size, salary, or certification ROI evidence.

Certification decision support

Certifications mapped to Cloud Engineer

Certifications mapped to this role from cited OEM target-role data and the RoleMath role mapping, ordered by relationship strength and then Difficulty Score. This is planning context — not a guarantee, not an employer requirement, and not a claim that any one certification is best for everyone. Your fit depends on your background; pay/outlook context is occupation-level on the role page.

Start here signalMicrosoft Azure Administrator AssociateWe have not recorded a stated experience requirement for Microsoft Azure Administrator Associate, so how hard it is depends entirely on what you already know.

Cloud foundations

2 mapped

Introductory cloud-literacy and entry cloud credentials before deeper platform specialization.

CredentialExperience expectedCostRelationshipWhy it appears here
AWS Certified Cloud PractitionerAmazon Web Services · foundation
Entry stageno prior experience asked$100 examfoundationAWS CCP can be a stepping stone but is rarely enough alone for cloud engineering.Official source
CompTIA Linux+CompTIA · intermediate
Core stageabout 1-2 years recommended$399 examfoundationLinux administration is a durable cloud operations foundation.Official source

Provider core platforms

2 mapped

AWS, Azure, Google Cloud, Oracle Cloud, and comparable provider credentials for core cloud administration or engineering.

CredentialExperience expectedCostRelationshipWhy it appears here
Microsoft Azure Administrator AssociateMicrosoft · associate
We have not recorded this$165 examstrong signalAZ-104 is a strong Azure administration signal for cloud operations and engineering routes.Official source
AWS Certified Solutions Architect AssociateAmazon Web Services · associate
Core stageabout 1-2 years recommended$150 examstrong signalAWS SAA is a stronger cloud engineering signal than cloud-literacy-only credentials.Official source

Infrastructure automation

1 mapped

Terraform, Vault, Consul, GitOps, DevOps, and automation credentials for managing cloud infrastructure as code.

CredentialExperience expectedCostRelationshipWhy it appears here
Cisco CCNA AutomationCisco · associate
Core stageabout 1-2 years recommended$300 examadjacentCloud and infrastructure roles often overlap with automation APIs and infrastructure-as-code practices.Official source

Operations and observability

1 mapped

Cloud operations, reliability, monitoring, and platform operations credentials.

CredentialExperience expectedCostRelationshipWhy it appears here
CompTIA Cloud+CompTIA · intermediate
Core stageabout 1-2 years recommended$399 examstrong signal after experienceCloud+ is more appropriate for hands-on cloud operations after support or systems experience.Official source

Network and virtualization platforms

1 mapped

Cloud networking, network virtualization, VMware, Juniper, and telco-cloud credentials.

CredentialExperience expectedCostRelationshipWhy it appears here
CompTIA CloudNetXCompTIA · advanced
Expert stage5+ years required or expected$544 examadvanced adjacentCloudNetX is a senior hybrid cloud networking path after hands-on cloud engineering experience.Official source

Experience expected is what the vendor publishes about the background it asks for or recommends — never a pass rate, and never a RoleMath rating of how hard an exam is. Certification mappings are planning context, not employer requirements, job guarantees, salary claims, or ROI claims.

Answer blocks

Common Questions

Will AI replace cloud engineers?

We won't give you a replacement probability or timeline. AI changes tasks in cloud work (provisioning, IaC drafting, optimization), which is task shift, not role deletion. BLS projects modest growth for the related occupation group through 2034, but does not model rapid AI, so that isn't an AI forecast.

Tier B (factual): the nearest BLS occupation context, Computer occupations, all other (SOC 15-1299, which our data maps to cloud/network-security engineering roles), shows a 2024–2034 projected change of +8.2% (from 472,000 jobs in 2024 to 510,500 in 2034), with ~31,300 annual openings a year — a forecast, not a guarantee; not an AI prediction. Treat this as occupation-group context, since cloud-engineer titles span more than one SOC code. Tier A (research): an attributed occupation-exposure estimate requires registered research indices we don't yet carry; we decline to forecast rather than cite an unregistered number.

Citations: U.S. BLS — Employment Projections 2024–2034, SOC 15-1299 (bls.gov).

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Quick Verdict

Cloud Engineer maps to ONET detail Computer Systems Engineers/Architects (15-1299.08) and BLS/OEWS wage context Computer Occupations, All Other (SOC 15-1299), which has a national median of $116,580. Pay is occupation-level and location-driven - not caused by the job title or a certification. Below are the full cited labor-market context, the skills the role draws on, and the certification paths that map to it. This role uses a broad ONET-SOC/BLS occupation mapping. Treat salary, outlook, and task data as occupation-level evidence, not a guarantee for this exact job title.

Fit Signals

  • Conventional (5.76)
  • Investigative (5.46)
  • Realistic (4.1)

Skills & Tools

*Tools and technologies ONET associates with this occupation* - role-specific examples with ONET hot/in-demand flags, not employer requirements:

  • Amazon Web Services AWS CloudFormation (hot technology, in demand)
  • Amazon Web Services AWS software (hot technology, in demand)
  • Ansible software (hot technology, in demand)
  • Atlassian JIRA (hot technology, in demand)
  • Bash (hot technology, in demand)
  • C++ (hot technology, in demand)
  • Docker (hot technology, in demand)
  • Git (hot technology, in demand)

*Foundational ONET skills** (broadly shared across occupations, not unique to this role): Active Listening, Critical Thinking, Reading Comprehension, Speaking, Writing, Active Learning.

AI & this career

What we can — and can’t — tell you about AI and this role

Cited context only: an occupation-level outlook, descriptive usage data, an employer-language sample, and attributed research — kept separate. No RoleMath AI score, no automation timeline, no job-loss prediction. How we source this →

Occupation outlook · BLS

Where the occupation is projected to go

BLS projects Computer occupations, all other at 8.2% employment change for 2024-2034, with 31.3 thousand annual openings. U.S. Bureau of Labor Statistics · checked

A forecast, not a guarantee; occupation-level, not about you - and BLS does not model rapid AI adoption, so this is never an AI prediction.

How AI shows up in the work

Descriptive usage, not demand or loss

For this O*NET detail, the May 2026 usage sample reports 37.32% of Claude conversations augmenting the person's work and 62.68% automating a task. Anthropic · checked Anthropic Economic Index dataset, CC-BY.

Across all occupations the same dataset splits 51.4% augmentation / 48.6% automation (May 2026) — shown so a single role’s number is never read as an outlier.

Descriptive Claude usage data, not employment demand, not job loss, and not a personal forecast; CC-BY attribution required.

Employer language · sample

What a posting sample mentions

a sample of 15 postings (as of 2026-07-09) mentions these AI-related terms

Employer-language sample only; not official demand, market-size, salary, or certification ROI evidence.

Published research · attributed

What independent research says (not RoleMath’s claim)

Tier A research stays attributed and separate from BLS outlook and employer-language samples.

These pages draw on the same sourced data, and are the closest to what you just read.

Roles & paths this connects to

cert comparisonGoogle Cloud Digital Leader vs Microsoft Azure Fundamentalscert comparisonGoogle Cloud Digital Leader vs AWS Cloud Practitionercert comparisonAWS Cloud Practitioner vs Microsoft Azure Fundamentals

Zoom out

adjacentCisco CCNA Automationmaps to this roleAWS Solutions Architect Associatemaps to this roleMicrosoft Azure Administrator Associate

Core source records

This table lists the page’s core content records and when they were checked. Claim-specific citations appear beside the relevant text and may not be repeated here.

IDSupportsSourceChecked
CIT-01Supports occupation-level wage context for Cloud Engineer.Cloud Engineer BLS OEWS wage source2026-06-25T08:28:38+00:00
CIT-02Supports occupation-level outlook context for Cloud Engineer.Cloud Engineer BLS Employment Projections source2026-06-25T08:27:06+00:00
CIT-03Supports skills, tasks, interests, and fit context for Cloud Engineer.Cloud Engineer O*NET source2026-07-14T04:32:12+00:00

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