Non-technical hiring in 2026 is increasingly metric-driven. Marketing, operations, customer success, finance, HR, and sales roles all have clearer KPIs than they used to—and your CV is judged by whether it signals you can move those KPIs.
The mistake many candidates make is relying on “soft skill claims” (“great communicator,” “results-driven”) instead of proof. This guide shows how to write a non-technical CV that works with ATS and convinces humans.
Start with the KPI lens: what does success look like in this role?
Non-technical job descriptions usually tell you how you’ll be judged. Look for phrases like:
- “increase pipeline / revenue / conversion”
- “reduce churn / improve retention”
- “improve efficiency / reduce costs”
- “deliver projects on time / improve stakeholder alignment”
- “improve CSAT / NPS / response time”
Your CV should mirror this language in the top third and then prove it in experience bullets.
Make the top third specific (and business-readable)
Headline
Role + domain + specialty. Example: “Customer Success Manager — B2B SaaS — Retention & Expansion”.
Summary
Use 3–5 lines that include: role/level, domain, and 2–3 outcomes. Non-technical summaries should translate impact into business terms: growth, cost, efficiency, satisfaction, risk reduction.
Skills
Keep it curated. List tools that appear in the posting (HubSpot, Salesforce, Excel, GA4, Looker, Zendesk) and competencies that matter (stakeholder management, forecasting, lifecycle, negotiation). Then prove them later.
Turn “soft skills” into observable behaviours
Hiring managers don’t shortlist “good communicators.” They shortlist people who can align stakeholders, resolve conflicts, and drive outcomes. Replace vague traits with behaviour + result:
- Vague: “Excellent stakeholder management.”
- Proof: “Aligned Sales, Product, and Support on rollout plan; reduced escalations during launch week and improved adoption in month one.”
Bullet points that work for business roles
The strongest bullets in non-technical CVs tend to follow one of these patterns:
1) Outcome-led KPI bullets
- “Increased renewal rate from 82% to 90% by redesigning onboarding and QBR cadence.”
- “Reduced cost per lead by 18% by restructuring paid search and improving landing page conversion.”
2) Scope + ownership bullets
- “Owned a $1.2M book of business across 40 accounts; drove expansion through usage analysis and playbooks.”
- “Managed cross-functional delivery across 3 departments; shipped on time and reduced rework.”
3) Process improvement bullets
- “Built weekly reporting rhythm; reduced manual reporting time from 3 hours to 30 minutes.”
ATS keywords for non-technical roles: prioritise the language of the function
Unlike tech roles, where the stack can be long, non-technical ATS matching often relies on function language: “pipeline,” “forecasting,” “lifecycle,” “stakeholder management,” “QBR,” “procurement,” “compliance,” “OKRs.”
Use the job’s terms where truthful, but always in context. Skills lists help ATS. Bullets create credibility for humans.
A fast workflow to tailor non-technical CVs
Start with a job description and generate a structured draft on /generate. Then:
- Rewrite headline + summary to match the function’s KPI language.
- Curate skills to the role’s tools and competencies.
- Rewrite 3–5 bullets to prove the top KPIs (growth, efficiency, satisfaction).
- Save and compare versions via /dashboard.
If you’re applying at scale, review bundles on /pricing.
Next steps
- Start from home and choose one target role type.
- Generate a tailored version: /generate.
- Track iterations and outcomes: /dashboard.
- Review credits/bundles if you’re applying heavily: /pricing.
In 2026, non-technical CVs win by translating work into outcomes and proving the behaviours that drive KPIs. Replace vague claims with evidence, and the shortlist becomes much easier to reach.