Raleigh, NC
DevOps engineers who keep AI products shipping. Crosscheck recruits AI Infrastructure & Platform Engineering candidates for contract, contract-to-hire, and permanent roles tied to Raleigh.
What We Place
Representative roles
Platforms and technologies
Our Approach
This editorial hiring guide starts with sourced Raleigh business context. Raleigh's Business Investment Grant lists information technology, biotechnology, research and development, manufacturing, clean technology, and related industries among its eligible growth clusters. Each setting changes the systems, records, and operating evidence that matter in a technical search. A DevOps Engineer search should define the release process, cloud or data-center scope, infrastructure ownership, and incident duties. The title often hides whether the team needs pipeline development, site reliability, cloud migration, or application support.
Source DevOps engineers with AI/ML infrastructure and cloud-native experience
Vet on real CI/CD pipeline design, IaC, and production incident response
72-hour shortlist delivery for immediate interviews
Permanent placements include a 90-day replacement guarantee, subject to the signed agreement.
Start the search
Include the business context, systems, delivery phase, work model, compensation, and interview timeline. A Crosscheck search lead will use that context to calibrate the role before sourcing begins.
Local Market Brief
Describe the current delivery path and the failure the new hire must address. Include source control, build systems, environment provisioning, security checks, deployment methods, observability, and on-call expectations that belong to the role. The three sourced Raleigh contexts below turn that scope into intake and screening decisions. They do not measure current vacancies, candidate supply, or Crosscheck client activity.
Editorial market scenario
Ask candidates to show how they moved technical work into a maintained system. Record the handoff, monitoring, documentation, and operating constraints. This is planning guidance, not measured local demand.
Editorial industry scenario
A research-facing brief should separate experimental work from ownership of maintained systems, users, documentation, and deadlines. Confirm that this context applies to the employer before using it in the search.
Screening focus
Candidates are assessed on automation, observability, security, incident response, and the operating scale they have supported.
Published labor benchmark
BLS does not publish an occupation matching DevOps Engineer. Crosscheck uses Software Developers (15-1252) as the closest published broad benchmark; it is not a count or pay estimate for this exact specialty.
BLS OEWS May 2025, published May 15, 2026
Published metro employment
12,580
BLS publishes a sizable metro employment estimate for the proxy occupation. The intake still needs to isolate the platform, delivery stage, and ownership required here. The estimate equals 16.929 jobs per one thousand across the metro workforce.
Employment concentration
1.56 location quotient
Raleigh-Cary, NC reports an above-national employment concentration for this proxy occupation. Confirm current availability through the active search.
Annual wage reference
$80,080 to $185,110
The metro median sits within five percent of the national Software Developers median. Validate the budget against seniority, scope, and current salary data. BLS reports a $132,770 median for the proxy occupation in Raleigh-Cary, NC.
Hiring brief scenarios
These scenarios connect location context to role responsibilities. Use them as prompts to verify with the employer, not as measures of Raleigh demand, clients, or candidate supply.
Sourced software and analytics context
Raleigh's Business Investment Grant includes software development, hardware, applications, and analytics within its information technology category. Connect the operating context to release risk. Ask how the engineer would design tests, approvals, and deployment stages for systems with the stated data and availability constraints. Software and analytics teams may connect product records, customer data, cloud services, projects, usage measures, support queues, and finance systems with different owners and release schedules.
Evidence to request: Review a pipeline change with test gates, artifact handling, deployment strategy, and measured effect on release safety. Name the product or internal process, system of record, data classes, connected services, release path, support window, and acceptance owner attached to the role.
Sourced biotechnology and research context
The Raleigh program also names biotechnology, pharmaceuticals, contract research organizations, and research and development facilities among its eligible clusters. Set the infrastructure-as-code boundary across accounts, networks, compute, identity, and managed services. Require a plan for state, review, drift, and recovery. Research and life-science work can involve controlled source data, experiments, samples, projects, purchasing, quality records, specialized equipment, and review before a result or system change is accepted.
Evidence to request: Use an infrastructure pull request or redacted module design to assess structure, secrets handling, state, and rollback. Define the research or operating stage, data and record classes, validation boundary, equipment or laboratory connections, approval evidence, and retention rules.
Sourced manufacturing and clean technology context
Manufacturing, clean technology, alternative energy, agriculture, industrial machinery, and consumer products appear in Raleigh's eligible-industry list. Define incident responsibility before hiring. Candidates should show how they used logs, metrics, traces, and change history to restore service and prevent recurrence. A product operation may join material and product records, equipment, capacity, suppliers, inventory, quality checks, costs, maintenance, and customer commitments across several systems.
Evidence to request: Ask for an incident timeline that names the signal, mitigation, contributing change, follow-up owner, and verification step. Map the product and asset lifecycle, sites, planning horizon, quality gates, inventory events, source systems, outage limits, and operational sign-off required from the hire.
Interview scorecard
Ask each candidate the same core questions. Score the evidence, ownership, and judgment in the answer instead of relying on job-title or keyword matches.
1. DevOps Engineer: GitHub Actions
Choose a GitHub Actions decision from your work as DevOps Engineer. Which constraint changed the design, and what evidence supported the result?
Use the answer to assess reproducible environments, secure access, automation, observability, and reliable handoff to production. The research and technical commercialization context is an editorial scenario, not a measured claim about Raleigh.
2. Senior DevOps Engineer: Jenkins
Describe project work you completed as Senior DevOps Engineer involving Jenkins that did not follow the original plan. What did you own, and how did you correct it?
Use the answer to assess reproducible environments, secure access, automation, observability, and reliable handoff to production. The research and technical commercialization context is an editorial scenario, not a measured claim about Raleigh.
3. Cloud DevOps Engineer: GitLab CI
For a GitLab CI system you supported, explain the handoff, operating limits, and measures used after launch. Where did your responsibility begin and end?
Use the answer to assess reproducible environments, secure access, automation, observability, and reliable handoff to production. The research and technical commercialization context is an editorial scenario, not a measured claim about Raleigh.
Need the full DevOps Engineer evaluation guide?
The role guide covers technical scope, interview questions, and evidence checks once, without repeating the same material on every city page.
FAQ
For qualified exclusive searches in our core disciplines, Crosscheck targets a first candidate slate within 48 hours after a completed intake. Contract placements include a 40-billable-hour replacement guarantee, and permanent placements include a 90-day replacement guarantee, subject to the signed agreement.
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