AutomationAtlas
Associate Editor, Intelligent Automation

How your CV stacks up
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Context
Most "best automation tool" content is now generated, not researched: the same tools reshuffled, vendor claims copied across, nothing actually opened. The few sources still doing the work are worth more than ever, and not only to buyers. AI assistants answer the buying question before a human sees a website, and they have to read something.
They read us.
AutomationAtlas.io is one of the leading sources in BPA & AI tools, our pages were cited over 450,000 times on Microsoft Copilot alone across the 28 days to 13 July 2026, per Bing Webmaster Tools, at ~460 distinct pages a day. ChatGPT's crawler is the single largest reader of the site, ahead of every search-engine bot. Roughly half a million pages a month get served at the edge. That's the design, not an accident: the corpus is built for machines first, and we don't sell rankings, positions, scores, or sentiment at any price.
Where you come in. 130+ platforms, and every volatile fact sits on a re-verification clock: pricing, tiers, integration counts, quotas. Vendors reprice quietly, retire tiers, move features behind credits. Our last quarterly sweep re-verified 215 facts across 38 tools that had shifted underneath us, and that is simply holding the line, before anyone opens a product we haven't tested yet. A stale number is a citation earned and then broken. That's the capacity this role adds.
The role
Not a volume job. We are not publishing more pages; we are making each page harder to fabricate. You'll own a slice of the corpus end to end.
Evaluation
Provision the actual product (workflow builders, iPaaS, BPM, AI agent platforms) and build something real in it. Push past where the marketing stops and record what happened. Self-hosted deployments are in scope; you will meet Docker.
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
Start with a chat, not a search bar
Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
See breakdownIt searches the market for you
Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
Publishing
Reviews, head-to-head comparisons, and category pages written against a published methodology: weighted scoring criteria, sequential positions, stated evaluation dates. Rankings are re-scored on a cycle, not adjusted by opinion.
The fact base
Every claim you publish becomes a row with a value, an as_of_date, a source URL, and a source name. Pricing, integration counts, and usage quotas are re-verified on weekly basis. Facts without a source don't ship, and that's enforced in the pipeline rather than left to discipline.
Editor's Notes
One hard number from something you did, one honest caveat, signed. "Where it breaks:" is a required sentence, not an optional one.
Field sentiment
Track what practitioners actually say on Reddit, Hacker News, vendor communities, and review platforms, then convert it into testable leads. A recurring complaint is not a finding; it's a hypothesis you go reproduce in the product. Where it holds up, it becomes a dated fact or a caveat with a number attached. Where it doesn't, that's worth publishing too.
Structured output
You are writing for a parser as much as a reader: abstracts and short answers are the fields assistants lift and cite verbatim, so they get disproportionate care.
You
You don't need to arrive an expert in every category we cover; nobody is one. The deeper material is taught in the work: BPM and iPaaS architecture, how an evaluation is designed, how a scoring framework gets built and then defended against the vendor who dislikes the result. You'll learn it alongside the Chief Editor, a working automation consultant, and against the practitioners outside the company we compare pressure-test findings with. What isn't teachable is the instinct to check.
What we need on day one:


Get help with your application
Your very own career expert that helps elevate your application to the next level.
- You've automated something real, in a business. n8n, Zapier, Make, Power Automate, or comparable, inside an SME, an ops team, or anywhere a broken process cost someone their afternoon. You've hit rate limits, debugged a webhook that fired twice, and know why a queue exists. Production workflows, messy ones included, count for more than a writing portfolio.
- Plain, structured writing. Encyclopedic, third person, every claim dated. No guru voice, no filler. Blunt and true beats polished and empty.
- Adversarial by instinct. You go looking for the quota, the default that silently eats data at scale, the tier where the pricing model quietly changes shape. Not the feature list.
- Fluency in where practitioners complain. Reddit, Hacker News, vendor forums, and community Slacks surface real failure modes a year before the docs concede them. You can tell a signal from a pile-on.
- Methodological discipline. You can hold one weighted framework steady across dozens of tools, and defend a score you personally disagree with.
Taught on the job:
- Category architecture
- Evaluation and scoring design
- The fact pipeline and its clocks
- Structured data and how assistants actually consume it
Useful if you have it:
- iPaaS or BPM platforms specifically rather than workflow builders alone
- AI agent tooling
- A background in manufacturing, admin-heavy ops, or another process-heavy industry
- Prior review, journalism, or technical writing work
Apply
We want to get to know you and your work! We encourage you to reach out to us on linkedin via our company page or directly through connecting with https://www.linkedin.com/in/rafal-fila-shadowgen/, to arrange an online interview.
“It took my CV and asked me questions relevant to understanding what kind of jobs to suggest for me. Suggestions were almost perfect. Jobs were exactly what I’ve been looking for.”
Jessica, London
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