Sales CV Guide: Quotas, Numbers, and Results

Sales hiring is blunt: recruiters want to know whether you hit target, how big the deals were, and whether you can repeat it in their market. A strong sales CV leads with numbers — quota attainment, revenue, pipeline, conversion — and backs them with context: sector, deal size, sales cycle, and CRM discipline. Soft skills matter in interview, but screening is driven by proof. This guide covers what ATS and sales leaders look for, how to structure your CV, and bullets that show you can carry a number without reading like a spreadsheet.

What recruiters want to see

Sales recruiters and hiring managers scan for evidence you have sold in a similar motion:

• Quota and attainment: Annual or quarterly target vs result, consistently
• Deal profile: ACV, contract length, enterprise vs SMB, inbound vs outbound
• Pipeline discipline: Forecast accuracy, CRM hygiene, activity metrics where relevant
• Sector fit: SaaS, fintech, medical devices, retail — domain still filters candidates
• Progression: SDR to AE, individual contributor to team lead, hunter to strategic account

Generic lines like "dynamic relationship builder" fail the 7-second recruiter scan. Open with your motion, sector, and one hard result.

CV structure for sales professionals

1. Contact details and LinkedIn URL
2. Professional summary — role, sector, quota track record, CRM
3. Core skills — Sales motion, Tools, Sectors
4. Experience — reverse chronological; lead each role with attainment and scope
5. Education and sales certifications (if any)
6. Optional: President's Club or awards — only if verifiable

Use a clean single-column layout. Infographic "sales funnels" and logo walls break ATS parsers — see our formatting mistakes guide.

Keywords and tools to mirror

Pull from the job description. Common clusters:

• Roles: account executive, business development, SDR, BDR, key account manager, sales manager
• Motions: full-cycle, outbound prospecting, inbound, enterprise, mid-market, channel
• Metrics: quota attainment, ARR, MRR, ACV, pipeline, win rate, churn, upsell
• Tools: Salesforce, HubSpot, Outreach, Salesloft, LinkedIn Sales Navigator, Gong
• Methods: MEDDPICC, Challenger, SPIN, solution selling, consultative selling

Use our keyword matching guide to weave terms into summary, skills, and bullets without stuffing.

Three before-and-after bullet examples

Account executive — SaaS

Before: Managed enterprise accounts and exceeded sales targets.

After: Full-cycle AE for UK enterprise SaaS (£45K–£120K ACV); attained 118% of £950K annual quota in FY25, including 3 seven-figure renewals and 2 new logos in financial services.

SDR / BDR — pipeline generation

Before: Made outbound calls and booked meetings for account executives.

After: Outbound SDR (Salesforce, Outreach); averaged 14 qualified meetings/month vs team target of 10, contributing £2.1M sourced pipeline in H1 and promoted to AE within 14 months.

Sales manager — team leadership

Before: Led a team of sales reps and improved performance.

After: Sales manager for team of 8 mid-market reps; lifted collective quota attainment from 76% to 104% in two quarters through revised territory plan, weekly pipeline reviews, and onboarding playbook.

Sample professional summary

Enterprise account executive with 6 years in B2B SaaS and cybersecurity. Consistently at 105–125% of annual quota; average deal size £85K, 4-month sales cycle. Salesforce and MEDDPICC-trained; comfortable selling to CISO and procurement. Seeking senior AE role in security or infrastructure software.

Tailor by sales motion

SDR/BDR: Lead with meetings booked, SQLs, pipeline sourced, conversion from outreach to opportunity. Show promotion path if applicable.

Account executive: Lead with quota attainment, ACV, sector, and full-cycle ownership. Mention multi-threading and executive access when true.

Account manager / CSM with upsell: Balance retention (NRR, churn, renewal rate) with expansion revenue — many "farmer" roles still have a number.

Retail or field sales: Use units, conversion, mystery shop scores, or regional ranking. Territory size and product category matter.

Action verbs alone will not carry a sales CV — see our post on why action verbs are not enough.

When numbers are confidential

Use percentage over target, rank within team, or indexed growth: "top 10% of 40-person sales org" or "grew territory revenue 34% YoY". Do not invent precision. Sales interviews often drill into your biggest deal — every claim on the CV should survive that conversation.

Selling by vertical: what changes on the CV

Sales language is not interchangeable across sectors. A recruiter hiring for medical devices expects regulatory awareness, clinical stakeholder access, and long procurement cycles — not the same bullets as a high-velocity SaaS SDR role.

B2B SaaS: Lead with ARR, ACV, churn, expansion, and product-led vs sales-led motion. Name the buyer persona — CFO, IT director, end user — when you had consistent access.

Enterprise / complex sales: Emphasise multi-stakeholder deals, RFPs, security reviews, and average cycle length. MEDDPICC or similar methodology belongs here when you used it in practice.

Channel and partnerships: Show partner revenue influenced, enablement delivered, and co-sell pipeline — not just direct quota.

Retail and field sales: Territory size, SKU mix, promotional uplift, and regional ranking carry more weight than CRM jargon. Match the CV to the hiring company's motion before you apply.

The SDR-to-AE progression story

Early-career sales CVs often fail because they read like a job description instead of a promotion arc. If you moved from SDR to AE, make that explicit in summary and in the SDR role's final bullet: pipeline sourced, meetings held, and the timeline to promotion. Hiring managers want evidence you can graduate from activity metrics to revenue ownership. For AE roles, demote older non-sales jobs to one line each unless they prove industry knowledge.

CV claims your interview will test

Sales interviews drill into your top three deals: size, stakeholders, objections, and what you would do differently. Every attainment figure on your CV should map to a story you can tell in under two minutes. List deal size ranges honestly — "£40K–£90K ACV" is better than a single inflated largest deal with no context. If you led a team, be ready to separate your personal quota from team roll-up numbers.

Formatting for ATS without losing the sale

Sales CVs tempt flashy design — trophy icons, funnel graphics, company logo strips. Resist for online applications. ATS parsers extract plain text; a quota table in a text box may parse as garbage. Use standard headings (Experience, Skills), hyphen bullets, and spell out metrics in line: "118% of quota" not a chart. Save visual CVs for networking PDFs or recruiter email attachments when you know a human opens first.

Common sales CV mistakes

• Adjective-heavy summaries with no quota or revenue line
• Listing "communication skills" without deal or pipeline proof
• Mixing incompatible motions (enterprise AE and retail) in one unfocused narrative
• Omitting CRM and sales methodology when the job ad requires them
• Claiming team results without clarifying your individual contribution
• Typos in tool names (SalesForce vs Salesforce) — signals sloppiness in a detail-oriented role

Career changers into sales

Transferable proof beats a generic pivot statement. Customer service with upsell targets, recruitment with billing, or retail with KPIs can anchor a sales narrative. Name the metric you owned and the buyer context you understand. A short summary line — "Former recruiter moving to SaaS sales; 18 months exceeding monthly placement revenue targets" — beats "seeking sales opportunity".

ATS and the human read

Sales job ads are keyword-heavy. Align your top third with the ad's sector, motion, and tools. Read how to optimise for the robot and the recruiter and our tips on quantifying achievements for phrasing that works in both passes.

Next steps

Build your sales CV around attainment and deal context first, adjectives last. For foundational structure, read our complete guide to writing a CV. Then analyse your CV free with Cvaluate against a target sales job description — keyword gaps, parsing issues, and bullet rewrites in one pass.