Cloud Engineer Expert
AfterQuery • Remote
Education
Not stated
Type
Hourly
Pay Rate
$125/hr
Listed
29d ago
About this role
From the AfterQuery listing
Cloud engineers to build the infrastructure and automation scenarios frontier AI labs use to test model judgment.
AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring cloud engineers as contractors to author and grade the infrastructure and automation scenarios those evaluations run on.
What you'll actually do
Author realistic cloud scenarios, from architecture design through incident response
Write reference answers with the architectural reasoning behind each decision
Grade model output for correctness, security, and cost efficiency
Flag configurations that read plausible but would fail or overspend in production
Who this is for
Engineers with at least 2 years of cloud engineering on AWS, Azure, or GCP
Practitioners with hands on infrastructure as code experience such as Terraform or CloudFormation
Engineers with depth in at least one area such as networking, containers, serverless, or cost optimization
Clear writers who can document the reasoning behind an architectural decision
Contract and pay
$85 to $165/hr, paid weekly via Stripe. Your rate is set from your experience, not negotiated down after you start.
Fully remote, fully async. No fixed hours.
Minimum 10 hours per week, no maximum. Scale up or down week to week.
No screen recording, no keystroke monitoring, no idle timers.
Independent contractor. Ongoing project work rather than single task batches.
How our hiring process works
Apply at /apply/cloud-engineer-expert. About five minutes. Resume plus a few structured questions.
Resume review. Every application gets read against a published rubric and gets a decision.
Written assessment. You may be asked to take a written assessment for further placement.
Onboarding. Sign the contractor agreement, connect Stripe, and get platform access.
Project match. You're matched to live work in your specialty, usually within a week of onboarding.
About AfterQuery
AfterQuery is an expert data lab. We build the evaluation and training data that frontier AI labs use to measure what their models can and can't do in real professional work. Our contributors are practicing professionals, not annotators, and the work is credited, reviewed, and paid at professional rates.
How long hiring takes
Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.
Interview Prep
Sample questions for a Cloud Engineer role, written in-house to help you prepare.
How do you decide between a managed service and a self-managed equivalent when designing cloud infrastructure?
I weigh the operational overhead of self-managing against the specific control or cost benefit it provides, since managed services usually cost more directly but remove maintenance burden that's easy to underestimate. I lean toward self-managing only when there's a concrete requirement a managed option can't meet.
What's your approach to structuring infrastructure as code so it stays maintainable as the environment grows?
I modularize configuration around logical units, like a network layer and an application layer, rather than one large monolithic definition, so changes to one part don't require reviewing the entire configuration. I also keep environment-specific values separate from the shared structure so the same modules can be reused across environments.
How do you approach container resource limits to avoid both resource starvation and wasted capacity?
I set limits based on actual observed usage under realistic load rather than a default or guessed value, and I revisit them periodically as the application's resource profile changes. Setting limits too low causes throttling or crashes, while setting them too high wastes capacity across the cluster.
What's your process for managing secrets and credentials in a cloud environment without hardcoding them into infrastructure code?
I use a dedicated secrets manager that infrastructure code references rather than storing values directly, and I make sure access to secrets is scoped tightly to what each service actually needs. Committing a secret into version control, even briefly, requires rotating it, not just removing it from the file.
Why this role
At $125/hr, this Cloud Engineer Expert position compensates STEM expertise on its own terms, the kind of rate that would otherwise only show up inside a law firm, hospital, or research lab.
Talent pool
We're light on STEM candidates
We've matched 65 people with a STEM background against 726 STEM listings we've tracked, so most go out without one. Set up a profile and we'll consider you for a role like this one.
Set up your profileSkills and categories
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Common questions
How long do AfterQuery projects last?
Typically 2 to 3 weeks at 10 to 20 hours a week. There's no guaranteed follow-on work once a project closes, so treat it as a high-pay burst contract rather than steady income. AfterQuery does re-hire specialists for new campaigns, but that depends entirely on what AI labs are training at the time.
When does AfterQuery pay contractors?
On a per-contract schedule, typically net-15 to net-30 from invoice submission rather than the weekly payouts some platforms offer. Confirm the exact terms in your contract, and ask your project contact directly if payment timing affects your cash flow.
What does the day-to-day workload look like for elite-expert AI training roles?
Slow and deep, not fast and repetitive. A single task can take 45-60 minutes of researching citations or verifying complex calculations. Quality is what's being measured here, not throughput.
Is AI training work the same as traditional consulting?
No. Instead of client deliverables, you're given complex scenarios to evaluate: grading the AI's logic, correcting its hallucinations, and supplying expert-level reasoning it doesn't have on its own. The job is closer to teaching than consulting.
What does STEM work look like for a Cloud Engineer Expert?
Tasks here are scoped to STEM, not generic labeling. As a Cloud Engineer Expert, expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to STEM) rather than following a one-size-fits-all rubric. If you don't have hands-on STEM background, this is likely not the right listing to start with.
What specific skills does this listing call for?
Coding and Expert are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.
How much does this specific role pay?
This listing is posted at $125/hr, an hourly rate. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.
What happens when I click Apply on this listing?
You'll be taken to Afterquery's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.