AI Platform Engineer
Givzey
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Jul 6, 2026
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Jul 21, 2026
What this job asks for AI summary
A senior platform/infrastructure engineering role at an AI-driven fundraising software company. The position is responsible for owning cloud infrastructure on AWS, Infrastructure as Code with Pulumi, CI/CD pipelines, and the underlying platform supporting LLM and ML workloads on services like Amazon Bedrock and SageMaker. It suits an experienced engineer who wants broad ownership over how software is built, deployed, and operated at a startup still shaping its technical foundation.
Senior level · 5+ years · Remote · Full-time
“or” means any one of them counts — you don't need all of them.
Posted 2 times — it's one opening, so apply once.
We read this from the posting text with AI. Skim the description below before ruling yourself out.
How this req sits in the market our data
Roughly 5,700 people nationally plausibly meet what this posting asks for (software developers). range 2,400–8,600
Applicant volume Moderate — A normal amount of company. The rare requirements below are what will separate a shortlisted application from the rest.
Rare in this occupation — lead with these, and say what you built with them.
Most people in this occupation already list these. Still required — just not what gets you shortlisted.
What the occupation pays Median $138,970 (middle half $107,524–$175,762).
Estimated from BLS employment for this occupation and area, per-skill prevalence across our listing corpus, and published wage benchmarks — as of Jul 28, 2026. It is a model, not a headcount.
Why we read it this way (7)
No work location or remote policy is explicitly stated in the posting; remote=true is inferred from the absence of any office/location requirement and the startup context, but this is uncertain.
The 'Cloud & Platform' section lists AWS sub-services (ECS, Docker, IAM, VPC, RDS, S3, Lambda, CloudWatch, SNS/SQS) under a 'you should be comfortable working with' framing, which is softer than a hard gate. However, the section sits within the broader requirements block and these are clearly expected baseline competencies for the role, so they are treated as required.
SNS and SQS are listed together as a pair ('SNS/SQS') representing the same event-driven messaging capability; SQS is captured as an alternative.
Pulumi is listed as both a required skill (in the IaC experience requirement) and again under 'Nice to have' — the required mention governs; the Nice to have listing appears to reflect a preference for direct Pulumi experience over the Terraform/CloudFormation alternatives.
AI infrastructure skills (Amazon Bedrock, SageMaker, vector databases, RAG, LLM evaluation, Dagster) are explicitly called 'highly desirable' and appear again under 'Nice to have' — all treated as preferred.
No compensation range is disclosed in the posting.
This posting reads as a fully-remote role, so it was scored against the national candidate pool rather than a single metro.
Read the full posting
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