DevSecOps: рынок

Вакансия

открытая вакансия, прошедшая гейт качества и содержащая не менее двух технологий

Наблюдаемый кандидат

кандидат, чей стек содержит эту технологию; агрегат, без единой записи наружу

Подходящий кандидат

пока не считается

Окно

открытые вакансии на момент сборки снимка

Топ-5: devsecops, devops, aws, sre, ci/cd. SAST tools: Semgrep (rising 2026 — fast + custom rules + community rule packs), SonarQube (mature), CodeQL (GitHub Advanced Security — best для GitHub-native shops), Checkmarx (enterprise), Veracode. DAST tools: OWASP ZAP (free standard), Burp Suite (Professional — Portswigger), Acunetix, StackHawk (modern DAST в CI). SCA (Software Composition Analysis): Snyk доминирует 2026 (best UX + integrations), Dependabot (GitHub free baseline), Renovate (advanced auto-PR — better чем Dependabot для monorepos), Sonatype Nexus IQ, JFrog Xray. Container security: Trivy (Aqua, open-source — standard 2026 для CI image scanning), Grype (Anchore), Snyk Container, Twistlock / Prisma Cloud (Palo Alto enterprise), Aqua Security. IaC security: Checkov (Bridgecrew / Palo Alto — best для Terraform/CloudFormation), tfsec, KICS (Checkmarx), Terrascan. Secrets scanning: GitLeaks, TruffleHog (best для historical scans), Detect Secrets (Yelp). Supply chain security: Sigstore + cosign (image signing + verification — Linux Foundation), SLSA framework levels 1-4, SBOM generation (Syft) + scanning (Grype + Trivy), in-toto attestations. Policy as code: OPA (Open Policy Agent) + Gatekeeper для K8s admission policies + Conftest для CI policies, Kyverno (rising K8s policy alternative — простее чем OPA). Runtime security: Falco (CNCF — eBPF-based syscall monitoring), Cilium Tetragon (newer eBPF security observability), Tracee (Aqua). Secrets management: HashiCorp Vault (industry standard — Transit / KV / Database / PKI engines), cloud-native (AWS Secrets Manager / Parameter Store + GCP Secret Manager + Azure Key Vault), External Secrets Operator (K8s — pulls из Vault / cloud secret managers). Cloud security: cloud-native (AWS GuardDuty + Security Hub + Macie + IAM Access Analyzer / GCP Security Command Center / Azure Sentinel + Defender for Cloud) + CSPM tools (Wiz (premium 2026), Lacework, Prisma Cloud, Orca Security). Threat modeling: STRIDE methodology, Microsoft Threat Modeling Tool, OWASP Threat Dragon. Compliance automation: AWS Config Rules + Conformance Packs, GCP Forseti, Azure Policy. Languages: Python primary (для custom security tooling).

DevOps Engineer — focus на CI/CD + infrastructure. Security — part of work (basics like secrets management, IAM) но не primary expertise. См. DevOps Engineer (general). Security Engineer (general) — focus на security across entire organization: network security, endpoint security, identity / access management, incident response, security architecture, threat detection (SOC analyst work). Может НЕ работать с CI/CD pipelines. Programming light. См. Security Engineer (general) (когда страница ship'нется). DevSecOps Engineer (эта страница) — пересечение DevOps + Security. Specifically focus на security INSIDE CI/CD pipelines + infrastructure-as-code security + runtime container security + supply chain integrity. Programming-heavy (custom security tooling в Python). Application Security Engineer (AppSec) — focus на product code security (SAST findings triage, threat modeling for features, security code review, security training for developers). Может overlap с DevSecOps но focus на product code (а не infra). Cloud Security Engineer — focus на cloud-specific security (IAM mastery + KMS + cloud-native security services + CSPM tools — Wiz / Lacework / Orca). Часто overlap с DevSecOps + Cloud Engineer. См. Cloud Security. Career-pivots: DevOps Middle → DevSecOps за 4-8 месяцев (нужны security tools + threat modeling basics). AppSec Engineer ↔ DevSecOps за 2-4 месяца (much shared knowledge). Security Engineer general → DevSecOps за 6-12 месяцев (нужно усилить DevOps stack).

Reference shift-left security pipeline 2026 (security checks at каждой stage development lifecycle): 1) Pre-commit hooks — local Git hooks с secrets scanning (GitLeaks) + IaC linting (Checkov / tfsec). Reject commits с leaked secrets ИЛИ insecure IaC patterns. 2) IDE plugins — Semgrep / SonarLint / Snyk extensions для IntelliJ / VS Code — flagged vulnerabilities pop-up в IDE до commit. 3) PR / MR creation — automated checks: SAST (Semgrep / CodeQL / SonarQube), SCA (Snyk / Dependabot — flag dependency vulnerabilities + suggest auto-bumps), IaC security (Checkov), secrets scanning (GitLeaks / TruffleHog). PR block если critical findings. 4) Code review — security-flagged PRs автоматически tag security team for review. Threat modeling review для new architecture features. 5) Merge to main — full security scan suite в CI: deeper SAST (longer running), DAST staging environment scans (OWASP ZAP / StackHawk против staging API), license compliance scan (Snyk License Compliance / FOSSA). 6) Container build — multi-stage builds + distroless base images + Trivy / Snyk Container scan post-build. Reject builds с critical CVEs. 7) Image signing — Sigstore cosign signing с keyless mode (OIDC-based) + SBOM generation (Syft). Push signed images + SBOM в OCI registry. 8) Admission control — K8s admission webhook (OPA Gatekeeper / Kyverno) verifies image signatures (cosign) + checks security policies (no privileged containers, no host-network, required labels, RBAC compliance). 9) Runtime security — Falco / Cilium Tetragon detects anomalous syscalls + processes + network connections. Alerts на suspicious activity (e.g. shell spawn in production container, unauthorized network connection, file integrity violation). 10) Cloud configuration monitoring — CSPM (Wiz / Lacework / Prisma Cloud / Orca) continuously scans cloud configs for drift from secure baseline. Auto-remediation для standard violations. 11) Vulnerability management — централизованный dashboard (Snyk Hub / Dependabot Alerts / DefectDojo) для tracking + prioritization + assignment + SLA enforcement (Critical fix in 7d, High in 30d, Medium in 90d). 12) Compliance reporting — automated evidence collection для SOC 2 / ISO 27001 / PCI-DSS / HIPAA audits (Drata / Vanta / Secureframe). Continuous compliance, not annual audit panic. Pipeline metrics tracked: mean-time-to-remediate (MTTR) для vulnerabilities, % of PRs с security findings, security debt over time, compliance posture score. Senior DevSecOps owns этот entire pipeline + tuning false-positive rates + balancing security vs developer velocity.

Да, 60% DevSecOps-вакансий — full-remote или гибрид. DevSecOps work cloud-based standard. Аутсорсеры — почти всегда remote на US-проектах. Российские продуктовые — гибрид или remote после probation. Российские банки — гибрид/офис security compliance, но remote possible после background-check. Международные tech-companies — full-remote standard. Big Tech — гибрид-standard. Релокант-хабы: Польша / Германия (DevSecOps-friendly) / Канада / Сербия / Грузия. Английский для international DevSecOps-remote — must (security community и most resources англоязычные).

DevSecOps Engineer — security focus на infrastructure layer: CI/CD pipelines, IaC security, container security, runtime security, supply chain integrity, cloud configurations. Programming в Python для security automation. Application Security Engineer (AppSec) — security focus на product code layer: SAST findings triage (filter false positives + assign valid ones), threat modeling for new features (STRIDE methodology), security code review (manual + tool-assisted), security training for developers, bug bounty program management, security testing of features pre-release. Programming-heavy (нужно понимать code deeply на multiple languages). Overlap: ~50% — оба знают SAST tools, OWASP Top 10, secure coding patterns. DevSecOps tooling-deep, AppSec code-deep. Career-pivots: easy lateral (2-4 months). Typical company structure: small org — one person does both (DevSecOps + AppSec hybrid role). Medium org — separate roles, both report to CISO. Large enterprise (FAANG / banks) — AppSec team within product security, DevSecOps team within platform security. Зарплаты сопоставимы — оба премиум-segment над general DevOps Senior. Career-выбор: DevSecOps если infra + ops + automation deep интересен, AppSec если product code + threat modeling + security architecture deep интересен. AppSec часто более customer / business-impact ownership (security feature design).

Roadmap: 1) DevOps base solid — Linux + Docker + Kubernetes (CKA) + IaC (Terraform) + one cloud + CI/CD. Без этого нет смысла идти в DevSecOps. 2) Security fundamentals — OWASP Top 10 deep understanding (web app vulnerabilities), CIA Triad (Confidentiality / Integrity / Availability), Identity / Access Management basics, Cryptography basics (symmetric / asymmetric / hashing — applied perspective). Книги: «The Web Application Hacker's Handbook» Stuttard / Pinto, «Practical Cryptography for Developers» Nakov. 3) One programming language deep: Python (default для security automation) или Go (для custom tooling). 4) SAST + SCA mastery — set up Semgrep + Snyk + Dependabot в personal GitHub project. Understand false-positive triage. Write custom Semgrep rules. 5) Container security — Trivy mastery (scanning + SBOM), distroless images, multi-stage builds, secure base image selection. Set up image signing с Sigstore cosign. 6) IaC security — Checkov mastery для Terraform / CloudFormation. Set up в CI/CD. 7) Secrets management — HashiCorp Vault deep (Transit / KV / Database / PKI engines), External Secrets Operator setup в K8s. 8) Policy as code — OPA Gatekeeper для K8s admission control + Conftest для CI policies. Write real-world policies. 9) Cloud security deep — IAM mastery (least-privilege design + automation), KMS integration patterns, cloud-native security services (GuardDuty + Security Hub / Security Command Center / Sentinel). AWS Security Specialty certification (премиум cert). 10) Runtime security — Falco setup на K8s cluster, write custom rules, integrate alerts с SIEM. 11) Threat modeling — STRIDE methodology (Microsoft), «Threat Modeling: Designing for Security» Adam Shostack. Apply на own project. 12) Compliance frameworks basics — SOC 2 / ISO 27001 / PCI-DSS / HIPAA — что они требуют, как automate evidence collection (Drata / Vanta / Secureframe). 13) Pet-проект advanced: build full shift-left security pipeline (12 stages) для own project — document как portfolio. 14) Offensive security bonus (не required но премиум): OSCP (Offensive Security Certified Professional) certification, HackTheBox / TryHackMe / PortSwigger Web Security Academy. Understanding attacker perspective резко улучшает defense. Курсы РФ: Otus «DevSecOps», Slurm DevSecOps, Karpov.Courses DevSecOps, BI.ZONE Cybersecurity Academy. International (eng): SANS courses (premium но best — SEC540 Cloud Security & DevOps Automation), «Practical DevSecOps» courses, OWASP free resources, The DevSecOps Handbook. Books-must: «Securing DevOps» Vehent (canonical), «Container Security» Liz Rice, «Cloud Native Security» Liz Rice. DevOps Middle + security interest → DevSecOps Junior — 4-8 месяцев.

403 активных открытых DevSecOps-вакансий — растущая security-shift специализация. География: 🇷🇺 Россия / 🇵🇱 Польша / remote. Реальный рынок шире за счёт международного remote-сегмента. Время закрытия Senior DevSecOps — 6-12 недель (longer чем general DevOps за счёт rare-skill combination + background-check requirements в банках).

Senior DevSecOps владеет полным циклом security engineering + DevOps + technical leadership. Security fundamentals deep: OWASP Top 10 mastery, applied cryptography (TLS configuration, key rotation, HSM integration), Zero Trust architecture, MITRE ATT&CK framework knowledge для threat modeling. SAST + SCA mastery: Semgrep custom rule authoring (deep — write business-logic-specific security rules), CodeQL queries для GitHub Advanced Security, Snyk integration tuning (managing false positives). Container security mastery: Trivy advanced (custom checks + SBOM workflows), distroless image strategy, image signing с Sigstore (keyless OIDC mode), supply chain attestations (in-toto / SLSA L3+). IaC security mastery: Checkov custom checks development, Terraform security patterns, cloud-native security baselines automation. Policy as code mastery: OPA Rego language deep, complex multi-condition policies, Gatekeeper / Kyverno в production K8s. Runtime security mastery: Falco custom rules в Lua / YAML, Cilium Tetragon eBPF policies, integration с SIEM (Splunk / Elastic Security / Sentinel) и SOAR (Tines / Torq / Splunk SOAR / Cortex XSOAR). Cloud security deep: IAM mastery (multi-account least-privilege automation), KMS integration patterns (envelope encryption, key rotation automation), cloud-native security services advanced (GuardDuty custom detectors / Security Hub custom integrations / Security Command Center / Sentinel automation). CSPM tools mastery (Wiz / Lacework / Prisma Cloud) — typical Senior owns CSPM-driven remediation workflows. Vault mastery: HashiCorp Vault advanced (Transit для encryption-as-a-service, Database engines для dynamic credentials, PKI engine для internal certs, Auth methods integration с K8s / OIDC / AWS / cloud platforms). Threat modeling mastery: STRIDE methodology, design reviews leadership, attack surface analysis. Compliance automation mastery: SOC 2 / ISO 27001 / PCI-DSS / HIPAA — design automated evidence collection systems (Drata / Vanta / Secureframe integration или custom-built). Incident response: lead security incidents, forensics basics, post-mortem authoring. Programming: Python deep + Go basics для custom security automation. System design для security: design Zero Trust architecture на whiteboard, design supply chain security программу end-to-end, design multi-region key management strategy. Soft: ADRs writing для security decisions, security training development для engineers, executive communication (security posture reporting к CISO / Board), mentoring Middle DevSecOps. Английский для Senior+ MUST — security community / OWASP / Defcon / Black Hat англоязычные. Optional bonus: offensive security background (OSCP / OSCE), open-source contributions в security tools (Trivy / Falco / Vault / OPA / Cilium Tetragon), public speaking на security conferences — резко повышают market value.