DevOps Engineer Resume Example
DevOps engineers are measured by a common language: the DORA four keys — deployment frequency, lead time for changes, change failure rate, and mean time to recovery. Compensation is solid: BLS reports a $133,080 median wage for the Software Developer bucket most modern DevOps falls under (OEWS May 2024), while Levels.fyi reports a DevOps Engineer median of $150K, rising to $200K at Amazon, $253K at Salesforce, and $319K at Meta. This guide draws on Forsgren, Humble, and Kim's Accelerate, Google's Site Reliability Engineering book, the 2024 DORA report, the CNCF Annual Survey, and HashiCorp's 2024 State of Cloud Strategy to show you what 2026 DevOps hiring managers actually look for.
Build Your DevOps Engineer ResumeDevOps Engineer Resume Example
John Doe
Summary
DevOps engineer with 5+ years automating infrastructure, building CI/CD pipelines, and managing Kubernetes-based platforms on AWS. Specializes in Terraform-managed infrastructure as code, container orchestration, and observability. Reduced deployment frequency from weekly to daily at two companies while maintaining 99.9%+ uptime.
Experience
- Architected AWS EKS Kubernetes platform serving 50+ microservices across 3 environments, improving deployment frequency from weekly to daily and reducing rollback incidents by 80%
- Designed Terraform infrastructure-as-code modules for all AWS resources (VPC, EKS, RDS, S3), enabling reproducible environment provisioning in under 20 minutes vs. 3+ days manually
- Built CI/CD pipeline with GitHub Actions and ArgoCD, cutting average deployment time from 45 minutes to 7 minutes and enabling self-service deployments for 60 engineers
- Implemented monitoring and alerting stack with Prometheus, Grafana, and PagerDuty, reducing MTTR from 4.2 hours to 35 minutes through improved observability
- Migrated 30+ services from EC2-based deployment to Docker containers on Kubernetes, reducing infrastructure costs by $240K/year while improving deployment reliability
- Automated database backup and disaster recovery using AWS Lambda and S3, achieving RPO of 15 minutes and RTO of 45 minutes for all production databases
- Standardized CI/CD pipeline templates across 8 engineering teams, reducing new service onboarding from 2 weeks to 1 day and eliminating inconsistent deployment practices
- Configured AWS WAF, VPC security groups, and IAM role policies, achieving SOC 2 Type II compliance for all infrastructure automation components
- Maintained Docker-based development environments for 15 engineers, reducing environment setup time from 4 hours to 20 minutes via automation scripts
- Set up monitoring dashboards in Grafana for API and infrastructure metrics, enabling the team to proactively identify and resolve performance regressions
Projects
- Open-source Terraform module library for AWS EKS, RDS, and VPC — 1.9K GitHub stars and 50+ contributors
- Includes full CI/CD automation with GitHub Actions, automated testing with Terratest, and compliance checks with tfsec
- Packaged production-ready monitoring stack with Prometheus, Grafana, and Loki deployable via Docker Compose in under 5 minutes
- Used by 300+ DevOps engineers as a starting point for local observability environments and staging infrastructure monitoring
Education
Certifications
Technical Skills
Role Overview
Average Salary
$133K median (BLS SOC 15-1252) · $150K–$319K median in tech (Levels.fyi 2025)
Demand Level
Very High — 17% Software Developer growth projected 2023-2033 (BLS); 80% K8s production adoption (CNCF 2024)
Common Titles
What Does a DevOps Engineer Actually Do Day-to-Day?
Beyond the job description, here's what the work looks like in practice — and how career paths unfold from junior to staff-plus levels.
A Day in the Life
A mid-level DevOps or SRE engineer starts the day scanning overnight alerts — did any SLO burn rate cross threshold? Was on-call paged? Standup covers in-flight work, incident follow-ups, and release blockers. Mornings are usually focused work on platform improvements: a new Terraform module, a CI pipeline refactor, a Helm chart rewrite, or tuning a Prometheus alert rule that's been noisy. Afternoons fragment. A typical DevOps engineer debugs a flaky ArgoCD sync, reviews a Trivy security-scan finding, pairs with an application engineer on Kubernetes resource limits, and drafts a runbook for a new service going to production. Weekly cadences: incident review (blameless postmortem walkthrough), SLO review against error budget, and platform roadmap sync with engineering leadership. On-call rotations punctuate the month — a week of primary on-call reshapes the schedule entirely around paging events and follow-up work. Senior DevOps engineers spend more time on systems design (capacity planning, DR drills, policy-as-code rollouts) and less on hands-on config. Staff+ and principal SREs often own the reliability charter across multiple product teams, drive SLO adoption, and chair architecture reviews.
Career Progression
How scope, expectations, and deliverables shift across seniority levels.
Junior DevOps / SRE I (0–2 yrs): writes CI pipelines under guidance; contributes Terraform modules; responds to low-severity alerts; learns the cloud provider (AWS/GCP/Azure), container runtimes, and observability stack. Certifications (AWS SAA, CKA) meaningfully lift callback rates at this level. Levels.fyi 2025 median TC at tech companies: ~$155K.
Mid DevOps / SRE II (3–5 yrs): owns CI/CD or IaC surface area end-to-end; leads on-call for a service cluster; writes runbooks and authors postmortems; defines SLIs/SLOs for owned systems and drives MTTR improvements. Levels.fyi 2025 median TC: ~$200K–$226K (Amazon L5 or equivalent SE mid).
Senior DevOps / SRE III (6–9 yrs): designs the platform other engineers build on; owns the SLO framework across teams; leads major migrations (multi-cloud, Kubernetes major-version upgrades); drives DORA-metric improvements at org level; establishes on-call culture and postmortem practice. Levels.fyi 2025 median TC: ~$253K–$312K (Salesforce Lead MTS, Meta E5, SE senior).
Staff+ / Principal SRE (10+ yrs): sets reliability and platform strategy for the whole engineering org; advises leadership on cloud spend, disaster-recovery posture, security roadmap; sponsors internal platforms, chairs architecture reviews, authors org-level technical strategy. Conference speaker / open-source maintainer profile is common. Levels.fyi 2025 median TC: ~$319K–$500K+ (Meta E6, large-cap staff+).
What Skills Should You Include on a DevOps Engineer Resume?
The right mix of technical and soft skills is essential for passing ATS filters and impressing hiring managers. Here are the most in-demand skills for DevOps Engineer roles, ranked by importance.
Technical Skills
80% of organizations run Kubernetes in production per the 2024 CNCF Annual Survey (up from 66% in 2023). Pod/node architecture, HPA/VPA autoscaling, network policies, Helm chart design, and debugging cluster events are senior-level baseline. Service mesh (Istio/Linkerd) at the edge of expectations.
Terraform remains dominant in the HashiCorp 2024 Cloud Strategy survey. Module design, remote-state management, workspace isolation, and drift detection separate engineered IaC from copy-pasted configs. Pulumi and AWS CDK are gaining ground where strong typing matters.
CI/CD design is the direct lever on DORA's deployment frequency and lead-time metrics. GitOps (ArgoCD, Flux) has displaced ad-hoc kubectl workflows at most scale-stage engineering orgs. Pipeline as code, progressive delivery, and automated rollback are expected at senior+ level.
93% of organizations are cloud-native per CNCF 2024. Deep expertise in at least one cloud — networking (VPC, load balancers), compute (EKS/GKE, Lambda, Fargate), storage, IAM — plus named services from the target JD's tech stack.
The Google SRE book treats SLI → SLO → error-budget as the foundation. SLO-driven alerting, OpenTelemetry-instrumented distributed tracing, and structured logging with high-cardinality attributes are the current state of the art (see Charity Majors on Observability 2.0).
Leading incident response, writing blameless postmortems, and driving follow-up actions is a senior-level requirement. PagerDuty/Incident.io familiarity; MTTR as a governed metric; on-call rotation design and alert fatigue management.
DevSecOps has shifted left: container image scanning (Trivy, Snyk), secrets management (Vault, AWS Secrets Manager), policy-as-code (OPA/Gatekeeper), SBOM generation, and SAST/DAST CI integration are now expected skills, not niche specializations.
Modern DevOps still ships real code — custom Kubernetes operators, admission controllers, automation scripts, and glue tooling. Python or Go for application-level work; Bash for system-level automation. HCL and YAML fluency are givens.
Soft Skills
The Google SRE book dedicates multiple chapters to this discipline (Emergency Response, Managing Incidents, Postmortem Culture). Leading an incident with clear comms, structured debugging, and a blameless follow-up is the trait that distinguishes senior SREs from senior operators.
DORA 2024 finds Internal Developer Platforms boost individual and org productivity only when developer independence is preserved. The senior DevOps skill is building systems that engineers actually want to use — not enforcing standards from a central infra team.
Runbooks, architecture diagrams, and design docs are how DevOps scales influence across teams. Concrete examples of written artifacts land better than generic 'strong communicator' claims.
Build-vs-buy decisions, multi-region topology tradeoffs, consistency/availability/partition tolerance reasoning, and capacity planning. Senior+ DevOps work is framed in tradeoffs, not in 'best practices.'
Cloud spend is board-level at most companies. Rightsizing, spot-instance strategy, reserved capacity, cost allocation tags, and Karpenter/Autopilot-style intelligent provisioning matter. Dollar-denominated cost bullets are the most persuasive for leadership.
What ATS Keywords Should a DevOps Engineer Resume Include?
Applicant tracking systems scan for specific keywords before a human ever sees your resume. Include these high-priority terms naturally throughout your experience and skills sections.
Must Include
Nice to Have
Pro tip: DevOps postings often specify exact tool combinations ('Terraform + AWS' vs 'Pulumi + GCP'). ATS exact-match is unforgiving — if the JD says Terraform, use Terraform, not 'IaC (Terraform/Pulumi).' Also include both 'CI/CD' and 'CICD' since some ATS treat them as distinct tokens. Name specific cloud certifications (AWS SAA, Google Pro DevOps, CKA/CKAD) in skills — they're frequently used as ATS filter criteria at enterprise-tier employers.
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Try FreeHow Should You Write a DevOps Engineer Professional Summary?
Your professional summary is the first thing recruiters read. Tailor it to your experience level and highlight your most relevant achievements and technical strengths.
Junior (0-2 yrs)
“DevOps engineer with 2 years of experience building CI/CD pipelines and managing cloud infrastructure on AWS. Automated deployment workflows for 5 microservices using GitHub Actions, Docker, and ArgoCD — reducing release time from 4 hours to 15 minutes. Own Terraform modules for staging and production across 2 AWS accounts serving 50,000+ daily users. AWS Solutions Architect Associate certified; learning CKA.”
Mid-Level (3-5 yrs)
“DevOps engineer with 5 years of experience designing cloud-native infrastructure against DORA four-keys targets. Built an Internal Developer Platform on EKS serving 8 product teams — cut time-to-production from 2 weeks to 30 minutes and lifted deployment frequency 6x. Reduced monthly AWS spend by $45K (32%) via Karpenter, Spot adoption, and automated resource cleanup. Expert in Terraform, Kubernetes, and GitOps workflows (ArgoCD).”
Senior (6+ yrs)
“Senior DevOps / Platform engineer with 10+ years building infrastructure that scales with organizational growth. Led a team of 4 to design a multi-region platform serving 15M DAUs at 99.99% availability. Established the SRE practice — SLO framework, incident management, chaos engineering — cutting sev-1 incidents 75% YoY and MTTR from 48 min to 6 min across 3 service tiers. Speaker at KubeCon on platform engineering patterns.”
How Do You Write Strong DevOps Engineer Resume Bullet Points?
Strong bullet points use the STAR format (Situation, Task, Action, Result) and include quantifiable metrics. Here's how to transform weak bullets into compelling ones:
Weak
Set up CI/CD pipelines for the development team
Strong
Designed a GitOps CI/CD platform on GitHub Actions, ArgoCD, and Helm that automates build/test/deploy for 25 microservices — lifted deployment frequency from weekly (DORA medium) to 40+ deploys/day (DORA elite) with zero-downtime rollouts and sub-3-minute rollback
The strong version names the GitOps pattern, the full toolchain, and the DORA-metric shift in both absolute numbers and DORA-tier vocabulary. The rollback-time clause signals production maturity and links directly to DORA's Failed Deployment Recovery Time metric.
Weak
Managed Kubernetes clusters in the cloud
Strong
Operated a 120-node EKS cluster across 3 AZs — implemented HPA/VPA autoscaling, pod disruption budgets, and network policies, supporting 200+ deploys/week at 99.97% control-plane availability with p95 pod-scheduling latency under 8 seconds
Scale (120 nodes, 3 AZs), operational patterns (autoscaling, PDBs, netpol), and two reliability metrics (99.97% availability, p95 scheduling latency) distinguish an engineered platform from a configured cluster. Specific numbers survive ATS and technical screens.
Weak
Wrote Terraform code for infrastructure
Strong
Architected a modular Terraform codebase managing 450+ AWS resources across 4 environments — implemented remote state, workspace isolation, and automated drift detection — cutting provisioning time from days to under 20 minutes and eliminating manual console changes
IaC work is quantified by resource count, environment span, and named practices (remote state, drift detection). The provisioning-time compression and the 'eliminated console toil' clause directly signal Vivek Rau's anti-toil framing from the Google SRE book.
Weak
Reduced cloud costs for the company
Strong
Led a cloud cost-optimization initiative that cut monthly AWS spend from $180K to $112K (38% savings) via Karpenter-based node provisioning, Spot migration for stateless workloads, and Lambda-driven idle-resource cleanup — savings reinvested into reserved-capacity coverage for predictable workloads
Exact dollar amounts ($180K → $112K), percentage, three named techniques, and a reinvestment clause. Financial impact ties DevOps work directly to business value — the single most persuasive framing for leadership-level reviewers.
Weak
Improved monitoring and alerting
Strong
Built an SLO-driven observability platform on Prometheus, Grafana, and Loki serving 12 engineering teams — cut alert noise 85% via error-budget-based paging and dropped MTTR from 4 hours to 25 minutes across 8 production services
Platform reach (12 teams), SLO/error-budget vocabulary (the Google SRE canon), and two DORA-adjacent outcomes (alert noise, MTTR). This replaces 'installed monitoring' with 'shaped reliability practice,' which is what hiring managers at senior+ levels look for.
What Industry Experts Say About DevOps Engineer Careers
Published perspectives from named operators and writers — cited and linkable to their original sources.
“We found that where code deployments are most painful, you'll find the poorest software delivery performance, organizational performance, and culture.”
Nicole Forsgren, Jez Humble, Gene Kim
Authors of Accelerate; DORA researchers
“Toil is the kind of work tied to running a production service that tends to be manual, repetitive, automatable, tactical, devoid of enduring value, and that scales linearly as a service grows.”
Vivek Rau
Google SRE; author of 'Eliminating Toil' chapter in Site Reliability Engineering
“Observability is about unknown unknowns — you should be able to ask any question of your systems, understand any internal state, just by observing it from the outside.”
Charity Majors
CTO and co-founder, Honeycomb
What Separates a Struggling DevOps Engineer From a Thriving One?
Recurring failure patterns observed across teams and seniority levels — and how to frame your resume to signal you've avoided them.
No DORA metrics — configured tools rather than improved delivery
DORA's four keys (deployment frequency, lead time for changes, change failure rate, mean time to recovery) are the universal language of DevOps effectiveness, established by Forsgren, Humble, and Kim in Accelerate and reaffirmed annually in the State of DevOps report. Resumes without at least two DORA-shaped metrics read as tool-dumps, not engineering outcomes. Every strong DevOps bullet should connect work to one of the four keys — e.g., 'cut p95 lead time from 6 days to 4 hours' or 'reduced MTTR from 45 min to sub-5 min.'
No SLOs — operating in the dark
Google's Site Reliability Engineering book makes the framework explicit: SLIs measure reality, SLOs set the target, and error budgets govern when to ship features versus invest in reliability. Resumes that mention 'monitoring' without SLO vocabulary read as 2010-era sysadmin work. Name the SLIs you owned (availability, p99 latency, error rate), the SLO targets you set, and the error-budget-driven decisions you made.
Snowflake servers / manual toil instead of automation
Vivek Rau's canonical Google SRE definition: toil is 'manual, repetitive, automatable, tactical, devoid of enduring value, and scales linearly as a service grows.' Google targets under 50% toil per SRE (actual average ~33%). Resume bullets describing hand-patched servers, manual config changes, or firefighting without automation follow-up read as toil, not engineering. Reframe around what you automated away and the recurring time-cost you eliminated.
Tool dump without outcomes
A flat list like 'Terraform, Kubernetes, Docker, Jenkins, Ansible, Prometheus, Grafana, AWS, GCP' is a tools inventory, not a DevOps resume. This is the most frequent complaint in 2024–2025 DevOps resume writeups (Stackify, Wiz, Teal). For every major tool, show what you built with it, for whom, and the measurable outcome. 'Managed Terraform' versus 'Designed Terraform modules that cut infrastructure provisioning from 3 days to 20 minutes' are different job applications.
No developer-experience angle — infra-only framing
The DORA 2024 report finds Internal Developer Platforms (IDPs) boost both individual and organizational productivity — when implemented with developer independence preserved. Senior DevOps work is increasingly platform-product work: systems built for other engineers, with adoption curves and self-service metrics. Resumes focused only on raw infrastructure configuration miss the force-multiplier framing hiring managers now look for. Always answer: who used what you built, how many teams onboarded, how much faster did engineers ship.
What Are the Most Common DevOps Engineer Resume Mistakes?
Avoid these frequently seen errors that can cost you interviews. Each mistake below includes what to do instead so your resume stands out to recruiters and ATS systems.
1No DORA metrics anywhere on the resume
The DORA four keys — deployment frequency, lead time for changes, change failure rate, and mean time to recovery — are the canonical measures of software delivery performance established by Forsgren, Humble, and Kim in Accelerate and reaffirmed in the 2024 DORA report. A DevOps resume without at least two DORA-shaped metrics reads as tool-configuration work, not engineering impact. Quantify at minimum deployment frequency and MTTR; bonus points for tying results to DORA elite/high/medium/low tier vocabulary.
2Listing tools without showing outcomes
A flat list like 'Terraform, Kubernetes, Docker, Jenkins, Ansible, Prometheus, Grafana, AWS, GCP' is a tools inventory, not a DevOps resume. For every major tool, show what you built with it and the measurable impact. 'Managed Terraform' versus 'Designed Terraform modules that cut provisioning from 3 days to 20 minutes and eliminated console-drift incidents' are two different job applications.
3Ignoring the developer-experience angle
DORA 2024 finds Internal Developer Platforms boost productivity when developer independence is preserved. A DevOps resume that only describes infrastructure configuration without addressing how it improved developer workflows, reduced onboarding time, or enabled self-service deployments misses the platform-engineering framing hiring managers expect at senior+ level. Always answer: who used what you built and how much faster did they ship.
4No cost optimization examples
Cloud infrastructure spend is a board-level topic at most scale-stage companies, and DevOps engineers who think in dollars stand out. Include at least one bullet on cost reduction — rightsizing, Spot/preemptible adoption, reserved capacity coverage, Karpenter-style intelligent provisioning, or cost allocation tags. Dollar amounts with before/after figures are the most persuasive metrics for leadership-level reviewers.
5Omitting incident response and SLOs
On-call leadership, blameless postmortems, and SLO ownership are core DevOps/SRE responsibilities per Google's Site Reliability Engineering book. Describe your incident response process, the SLIs you owned, the SLOs you set, and the MTTR or incident-frequency improvements you drove. This signals operational maturity that many candidates skip.
6Not differentiating from a sysadmin resume
DevOps is not traditional system administration. If your resume leads with manual server configuration, ticket-based workflows, and static-infrastructure maintenance — and only mentions automation in passing — it will not resonate with modern DevOps hiring managers. Reframe around what you automated away (Vivek Rau's toil definition), the platforms you built for other engineers, and the DORA-metric outcomes you drove.
Frequently Asked Questions
What's the difference between DevOps and SRE on a resume?
DevOps emphasizes automating the software delivery lifecycle — CI/CD, IaC, containerization, GitOps. SRE (as defined by Google's Site Reliability Engineering book) is the specific practice of treating operations as a software problem — SLOs, error budgets, incident management, toil reduction. In practice the two roles overlap heavily, and many postings use the labels interchangeably. Tailor your resume title to the target JD, but show elements of both: DORA-metric impact (DevOps framing) and SLO/error-budget ownership (SRE framing).
Should DevOps engineers include programming skills on their resume?
Yes. Modern DevOps requires writing real code — Python or Go for custom Kubernetes operators, admission controllers, and automation glue; Bash for system-level scripts; HCL and YAML as given. Platform-engineering roles in particular expect strong programming fundamentals. Include languages in your skills section and show coding projects in your experience (e.g., custom Lambda cleaners, internal CLIs, Kubernetes operators).
How important are cloud certifications for DevOps resumes?
Meaningful, especially at early and mid-level. AWS Solutions Architect Associate, Google Professional Cloud DevOps Engineer, and CNCF's CKA/CKAD are frequently used as ATS filter criteria at enterprise-tier employers. They validate foundational knowledge and materially lift callback rates for mid-level candidates. Their value diminishes at senior+ level where scoped project outcomes matter more than credentials.
How do I showcase infrastructure-as-code expertise?
Don't just say 'used Terraform.' Describe the scope: how many resources, how many environments, what module patterns, how you handled state management (remote backend, workspace isolation, state-locking) and collaboration (CODEOWNERS, PR-based review, automated plan comments). Include metrics like provisioning-time reduction, drift elimination, or DR improvements enabled by your IaC. Module reuse across teams is a platform-engineering signal worth calling out.
Should I include on-call experience on my DevOps resume?
Yes. On-call experience demonstrates operational maturity and composure under pressure. Mention your rotation structure (primary/secondary, weekly/biweekly), the types of incidents you led, improvements you made to reduce alert fatigue, and your approach to postmortems (blameless, action-tracking). Quantify MTTR improvements or sev-1-frequency reductions if possible — both are DORA-adjacent metrics hiring managers immediately recognize.
What makes a DevOps resume stand out from other candidates?
Three things separate the top 10% of DevOps resumes: DORA-metric quantification (deploy frequency, lead time, change failure rate, MTTR with before/after numbers), platform thinking (systems built for other engineers, with adoption and self-service metrics), and breadth across security (policy-as-code, SBOM), observability (SLOs, OpenTelemetry), and cost (dollar-denominated optimization bullets). The common thread: DevOps as organizational capability, not a stack of tools.
How do I transition from sysadmin to DevOps on my resume?
Reframe sysadmin work using DevOps and anti-toil vocabulary. 'Managed 50 Linux servers' becomes 'Automated provisioning and configuration of 50 Linux servers using Ansible, cutting setup time from 4 hours to 15 minutes and eliminating drift-driven incidents.' Highlight any automation, CI/CD, containerization, or monitoring-as-code work, even if small. Lean into Vivek Rau's toil framing from the Google SRE book — show what manual work you engineered away, not what manual work you performed.
What salary should a DevOps engineer expect?
BLS does not publish a dedicated DevOps/SRE SOC code. Modern tech-company DevOps roles are typically coded under SOC 15-1252 Software Developers (median $133,080/yr, OEWS May 2024), while legacy infrastructure-ops roles skew toward SOC 15-1244 Network and Computer Systems Administrators (median $96,800/yr). At tech-specific employers, Levels.fyi 2025 reports DevOps Engineer median total comp of $150K overall, $200K at Amazon (L4–L6 band $162K–$300K), $253K at Salesforce (MTS–Lead MTS), and $319K at Meta (E3–E6 band $183K–$500K). Use both benchmarks side by side when negotiating.
Sources
- OEWS May 2024 — Software Developers (15-1252) — U.S. Bureau of Labor Statistics
- Occupational Outlook Handbook — Software Developers — U.S. Bureau of Labor Statistics
- OOH — Network and Computer Systems Administrators (15-1244) — U.S. Bureau of Labor Statistics
- DevOps Engineer Salary — Levels.fyi
- DevOps Software Engineer Salary — Levels.fyi
- End of Year Pay Report 2025 — Levels.fyi
- Accelerate State of DevOps Report 2024 — DORA / Google Cloud
- DORA's software delivery metrics: the four keys — DORA / Google Cloud
- Accelerate: The Science of Lean Software and DevOps — Forsgren, Humble, Kim (IT Revolution Press)
- Site Reliability Engineering (free online) — Beyer, Jones, Petoff, Murphy — Google / O'Reilly
- Site Reliability Engineering — Ch. 5: Eliminating Toil — Vivek Rau / Google
- Cloud Native 2024 Annual Survey — Cloud Native Computing Foundation
- 2024 State of Cloud Strategy Survey — HashiCorp
- 2025 Developer Survey — Technology — Stack Overflow
- Observability: the present and future, with Charity Majors — Gergely Orosz / The Pragmatic Engineer
- Mistakes Engineers Should Avoid on Their DevOps Resume — Stackify
- Synthesized DevOps resume advice — r/devops community discourse
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