Knoxville, TN
Platform engineers who build the infrastructure AI runs on. Crosscheck recruits AI Infrastructure & Platform Engineering candidates for contract, contract-to-hire, and permanent roles tied to Knoxville.
What We Place
Representative roles
Platforms and technologies
Our Approach
This editorial hiring guide starts with sourced Knoxville business context. The Knoxville Chamber, the economic-development organization for the city and county, ties the regional innovation strategy to the University of Tennessee, Oak Ridge National Laboratory, and the Tennessee Valley Authority. Its 2026 reporting also identifies strengths in defence, cybersecurity, health and medical technology, semiconductors, energy, and robotics. A Platform Engineer brief should identify the internal users, supported workloads, infrastructure boundary, and service promise. Kubernetes or infrastructure-as-code keywords do not show whether a candidate can reduce delivery friction while preserving reliability and security.
Source platform engineers with experience at AI-native and cloud-first companies
Vet on IDP design, Kubernetes, GitOps, and developer experience tooling
Deliver shortlists within the agreed search timeline, candidates ready to interview
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
List the paved paths the platform must provide, such as service templates, environments, secrets, observability, or deployment controls. Set adoption, uptime, support, and change-ownership expectations for the team that will use them. The three sourced Knoxville 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 Platform 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
2,390
BLS publishes a narrower metro employment estimate for the proxy occupation. Screen for adjacent experience that transfers without lowering the production bar. The estimate equals 5.634 jobs per one thousand across the metro workforce.
Employment concentration
0.52 location quotient
Knoxville, TN reports a below-national employment concentration for this proxy occupation. Decide which requirements justify a wider regional or remote search.
Annual wage reference
$68,880 to $161,870
The metro median is 10% below the national Software Developers median. Do not use the gap to discount niche platform or domain experience. BLS reports a $121,750 median for the proxy occupation in Knoxville, TN.
Hiring brief scenarios
These scenarios connect location context to role responsibilities. Use them as prompts to verify with the employer, not as measures of Knoxville demand, clients, or candidate supply.
Sourced energy and research infrastructure context
Knoxville's Regional Innovation Growth Strategy centers on research and infrastructure assets at the University of Tennessee, Oak Ridge National Laboratory, and the Tennessee Valley Authority. Map the local operating context to platform isolation and access. Ask how the engineer would separate teams, data classes, and environments while keeping common services supportable. Research and energy work can connect experiments, scientific data, models, grid or facility assets, sensors, safety controls, intellectual property, commercialization, and public funding evidence.
Evidence to request: Review a platform architecture with tenancy, identity, network, secret, and observability decisions tied to user needs. Name the research or energy outcome, data and asset boundary, instrument or grid interface, safety control, reproducibility test, intellectual-property rule, transfer step, and approval owner.
Sourced health and medical technology context
The Chamber's May 2026 economic report identifies health and medical technology among Knoxville's stronger technology-sector positions. Define the developer workflow that needs improvement. Candidates should show how they measured build, deploy, provisioning, or incident steps before choosing a platform change. Medical-technology systems may join patient records, device configurations, sensors, laboratories, product quality, validation, complaints, access control, and regulated retention.
Evidence to request: Ask for a before-and-after developer workflow with measured steps, adoption evidence, and support cost. Set the clinical or device outcome, patient or test record, protected fields, hardware interface, validation evidence, quality gate, complaint path, retention rule, and approver.
Sourced defence, cyber, semiconductors, and robotics context
The same May 2026 report identifies defence, cybersecurity, semiconductors, and robotics among Knoxville's stronger technology sectors. State the reliability boundary between the platform team and application teams. Include upgrades, capacity, backups, incident routing, and deprecation in the role scope. These settings can connect classified or sensitive data, identity, software supply chains, wafers, equipment, embedded controls, robots, testing, incident response, and release evidence.
Evidence to request: Use an upgrade or outage scenario and require a maintenance plan, communication path, rollback, and ownership matrix. Choose the mission, chip, cyber, or robotic system, then define its trust boundary, configuration, hardware and software interface, verification, incident or defect path, and release authority.
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. Platform Engineer: Kubernetes
Choose a Kubernetes decision from your work as Platform 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 Knoxville.
2. Senior Platform Engineer: Helm
Describe project work you completed as Senior Platform Engineer involving Helm 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 Knoxville.
3. Staff Platform Engineer: ArgoCD
For an ArgoCD 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 Knoxville.
Need the full Platform 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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