Throughline

Technology

Computer Systems Engineer/Architect in the United States

328 postings read · sampled 2026-09-01 · source ats

What employers actually ask for

Credentials named in the 328 postings we read, ranked by how many mentioned each one.

None. Across 328 postings, no certification or licence was named often enough to call it a requirement. For this role in this market, employers are hiring on demonstrated work rather than credentials — which means money spent on a certificate here is unlikely to be what gets you the interview.

Lower signal for this role

Credentials that barely appeared in this sample. That is not a claim they are worthless — plenty are valuable for a different job, a different city, or a promotion later. It is a claim that employers here mostly did not ask.

What the official taxonomy says

O*NET surveys people already doing this job. That describes who got hired over a long window, not what employers are asking for now — where it disagrees with the counts above, the counts are the more current answer.

What it pays

BLS Occupational Employment and Wage Statistics, May 2025. A different survey from the postings above, so the two do not share a sample.

$55,940
10th percentile
$116,580
median
$188,470
90th percentile

Who was hiring

Employers with at least one matching posting in this sample.

Anthropic · Cloudflare · Nuro · Databricks · Coinbase · MongoDB · Reddit · Stripe · Scale AI · Pinterest · Datadog · Affirm · Discord · Elastic · Faire · Klaviyo · GitLab · Instacart · Lyft · Robinhood · Samsara · Braze · Cribl · Fivetran · Flexport · Roblox · Attentive · Chime · EarnIn · Gusto · Postman · Twilio · Asana · Figma · Vercel · Alloy · Brex · Collective Health · Everlaw · Komodo Health · Redwood Materials · Betterment · Carta · Databento · Duolingo · Lattice · Mercury · Modern Health · Monzo · Oura

Next

  • Roast and Resolve — Now aim your résumé at this target. Free roast, paid rewrite.
  • Synap — Two-minute daily lessons to drill the skills underneath the credential.