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Hire Platform Engineers

Platform engineers are being hired across banking, data protection, gaming, and productivity software, with employers consistently asking for Kubernetes, cloud, and CI/CD expertise [c5][c6][c15]. Here is what current job-board listings reveal about the market — and how we screen candidates against it.

Hire Platform Engineers Hire Platform Engineers

Time to shortlist

Typically 1–2 weeks from brief to a screened shortlist, depending on seniority and specialization.

Hiring difficulty

Competitive: demand spans banks, insurers, cloud-native vendors, and AI companies simultaneously [c5][c7][c15][c16], the same Kubernetes/cloud/CI-CD skill set is asked for across nearly all of them [c6][c9][c13], and roles are advertised at every level up to Staff and CVP [c20] — so strong candidates field offers from multiple industries at once.

Signal summary

Key takeaways

  • Demand spans regulated finance (NN Bank, Vanquis, Aegon UK, Marex) to cloud-native product companies (Veeam, CoreWeave) [c8][c9][c15][c16][c18]
  • Kubernetes, Docker, AWS, Terraform, and CI/CD tooling dominate listed requirements [c6][c9][c13]
  • Seniority ranges from Platform Engineer up to Lead, Staff, and even Corporate Vice President level [c20]
  • Specializations are real hiring categories: data platform, AI/ML platform, and integration platform roles all appear as distinct listings [c12][c21][c25]
  • Remote and remote-friendly platform roles exist, but many positions remain city-anchored (San Francisco, London, UK) [c8][c10][c18][c22]

Where demand for platform engineers is coming from

Current listings show platform engineering demand across very different industries. In financial services, Nationale-Nederlanden is hiring a Platform Engineer for NN Bank Platform Services [c15], Vanquis Bank wants a Platform Engineer with SaaS and MuleSoft skills [c16], Aegon UK has a UK-based Senior Platform Engineer opening [c9], and Marex lists a full-time Platform Engineer role in London [c18]. In cloud-native product companies, Veeam Software is hiring both a Senior Staff Platform Engineer and a cloud-focused Platform Engineer [c5][c6], while CoreWeave has a Senior Platform Engineer II role on its Compute Services team [c8]. Even consumer and AI companies are in the market: Superhuman lists an AI Platform Engineer in San Francisco [c10] and Roblox is hiring for its AI Platform team [c7].

The skill stack employers actually list

Kubernetes named in 3+ surveyed listings

The technology requirements across listings are remarkably consistent. Veeam's cloud Platform Engineer role names Kubernetes, Docker, AWS, and cloud infrastructure automation tools [c6]; Aegon UK's Senior Platform Engineer works with Kubernetes, Terraform, and AWS [c9]; and FICO's combined Platform Engineer / Site Reliability Engineer role asks for Kubernetes, containerization, CI/CD pipelines, and infrastructure as code [c13]. Release engineering appears as its own flavor: SimCorp is hiring an Azure Platform Release Engineer to build and maintain CI/CD pipelines with Azure DevOps [c11]. Veeam's senior-staff opening adds container orchestration and microservices expertise to the list [c5]. When you hire platform engineers, these are the skills a screening process needs to verify hands-on, not just on a CV.

Seniority levels you can hire at

CVP-level: top seniority in NYC listings

Platform engineering is not a single-level role. Built In NYC's listings span from Platform Engineer through Lead and Staff, up to a Corporate Vice President-level GCP Platform Engineer position [c20]. On platformengineering.org, Relativity is simultaneously hiring a Senior Distributed Data Platform Engineer to build scalable data infrastructure [c3] and a Lead Distributed Data Platform Engineer to own architecture of distributed data systems [c4] — a useful illustration of how senior and lead scopes differ: building versus leading architecture. Veeam's Senior Staff Platform Engineer opening [c5] and CoreWeave's Senior Platform Engineer II role [c8] show staff-plus and leveled-senior tracks in cloud-native companies. Define the level you need before you brief recruiters, because the market advertises them as distinct jobs.

Specializations within platform engineering

Listings show platform engineering splitting into distinct sub-disciplines. Data platform roles are their own hiring category in NYC, with multiple listings such as Senior Data Platform Engineer and Lead Data Platform Engineer [c25], mirrored by Relativity's distributed data platform openings [c3][c4]. AI/ML platform roles are also distinct: NYC listings include Machine Learning Platform Engineer and Staff Platform Engineer, AI Enablement [c21], Roblox wants a Senior ML Engineer for its AI Platform team [c7], and Roku has a full-time ML platforms role at its headquarters [c17]. Integration is another lane — Semrush is hiring a Senior Integration Platform Engineer focused on APIs and automation [c12] — alongside support-oriented roles like Critical Software's Platform Support Engineer [c14] and even vendor-specific ones, such as a Workday-focused Lead Platform Engineer in NYC [c23].

Location and remote realities

Remote hiring is possible but not universal in this market. CoreWeave's Senior Platform Engineer II position is explicitly remote-friendly [c8], and Built In NYC lists at least one fully remote AI Platform Engineer role [c22]. Many openings, however, are anchored to a place: Superhuman's AI Platform Engineer is full-time in San Francisco [c10], Marex's Platform Engineer is full-time in London [c18], Roku's ML platforms role sits at its headquarters [c17], and Aegon UK's Senior Platform Engineer is UK-based [c9]. If you hire platform engineers remotely, you are competing with location-flexible employers for the same candidate pool — while location-bound roles narrow the pool but can simplify collaboration and compliance in regulated settings [c9].

Screening pipeline

How we screen for this role

Every stage produces a traceable evidence artefact — scores you can audit, decisions that stay human.

Profile and experience review

Verified production experience with the stack employers list for these roles — Kubernetes, Docker, AWS/Azure, Terraform, and CI/CD tooling [c6][c9][c13] — plus seniority calibration against the market's Platform / Senior / Lead / Staff ladder [c20]

Annotated candidate profile mapping claimed experience to your required stack

Screening pipeline

How we screen for this role

Every stage produces a traceable evidence artefact — scores you can audit, decisions that stay human.

Hands-on infrastructure exercise

Practical ability to define infrastructure as code, containerize a service, and wire a working CI/CD pipeline — the skills named in FICO's and SimCorp's listings [c11][c13]

Reviewed exercise repository with a scored rubric

Screening pipeline

How we screen for this role

Every stage produces a traceable evidence artefact — scores you can audit, decisions that stay human.

Platform design interview

Ability to design scalable, reliable platform architecture — e.g. distributed data systems or cloud-native platforms of the kind Relativity and Veeam are hiring for [c4][c5]

Interview scorecard with design artifacts and interviewer notes

Screening pipeline

How we screen for this role

Every stage produces a traceable evidence artefact — scores you can audit, decisions that stay human.

Fit and compliance check

References, communication with development and operations counterparts (a collaboration requirement SimCorp lists explicitly [c11]), and suitability for regulated environments where relevant [c9][c15]

Reference summary and final shortlist recommendation

Interview intelligence

Signals we test for

Kubernetes and container orchestration depth

Live troubleshooting of a misconfigured cluster workload, reflecting the Kubernetes requirements in Veeam, Aegon UK, and FICO listings [c6][c9][c13]

Can name tools but cannot explain how a deployment actually rolls out or fails

Interview intelligence

Signals we test for

Infrastructure-as-code fluency

Candidate writes and reviews Terraform for a small cloud environment, matching the Terraform/IaC requirements employers list [c9][c13]

Only ever clicked through cloud consoles; no reviewable IaC history

Interview intelligence

Signals we test for

CI/CD and release engineering judgment

Design discussion on pipeline structure, rollout safety, and deployment optimization, modeled on release-engineering roles like SimCorp's Azure DevOps position [c11]

Treats deployment as someone else's problem or has no opinion on rollback strategy

Interview intelligence

Signals we test for

Platform-as-a-product mindset

Scenario questions about serving internal analytics and operational workflows, as in Relativity's data platform roles [c3][c4]

Builds infrastructure without asking who the internal consumers are

Skill matrix

Core skills & how we evaluate them

Kubernetes and Docker

Hands-on cluster exercise plus incident-scenario questions [c6][c13]

Skill matrix

Core skills & how we evaluate them

AWS / Azure cloud platforms

Architecture design interview against a realistic workload [c5][c9][c11]

Skill matrix

Core skills & how we evaluate them

Terraform and infrastructure as code

Code-writing and code-review exercise on a sample environment [c9][c13]

Skill matrix

Core skills & how we evaluate them

CI/CD pipelines (incl. Azure DevOps)

Pipeline design task with rollout and rollback discussion [c11][c13]

Skill matrix

Core skills & how we evaluate them

Integration platforms and APIs (e.g. MuleSoft)

System-integration scenario walkthrough for integration-focused hires [c12][c16]

Market telemetry

The market in numbers

Market telemetry

The market in numbers

Market telemetry

The market in numbers

FAQ

Frequently asked questions

What skills should I test when hiring a platform engineer?
Based on what employers currently list, prioritize Kubernetes and container orchestration, AWS or Azure cloud platforms, Terraform / infrastructure as code, and CI/CD pipeline design — these appear repeatedly across roles at Veeam, Aegon UK, FICO, and SimCorp [c6][c9][c11][c13].
Is platform engineering the same as site reliability engineering?
They overlap heavily — FICO is hiring a single combined Senior Platform Engineer / Site Reliability Engineer role requiring Kubernetes, CI/CD, and infrastructure-as-code experience [c13]. If your need leans more toward reliability operations, see our page on hiring site reliability engineers.
Can I hire platform engineers remotely?
Yes, some roles in the current market are remote or remote-friendly — for example, CoreWeave's Senior Platform Engineer II [c8] and a remote AI Platform Engineer listing in NYC [c22] — but many positions remain tied to a city, such as San Francisco [c10] or London [c18].
Do platform engineer roles differ by industry?
The core stack is similar, but context differs. Bank and insurance roles at NN Bank, Vanquis, and Aegon UK emphasize secure, compliant platform work and specific tooling like MuleSoft [c9][c15][c16], while cloud-native companies like Veeam emphasize container orchestration and microservices at scale [c5].

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