Traffic Manager CV (ATS-Optimised) — Complete Guide

Your CV must clearly evidence budget ownership and channel mix, not just campaign management. Employers want to see the scale you handled (e.g., £50K–£500K annual spend) and where it was deployed across Google Ads Search and Shopping, Meta Ads, and retargeting audiences. Include KPI outcomes with numbers such as ROAS, CPA, CTR, and conversion rate, plus the timeframe so the impact is verifiable. If you supported programmatic, mention DV360 or SA360 and explain the optimisation lever you used (e.g., audience refinement, frequency control, placement exclusions) to maintain efficiency.

Back up performance with the tools you used to steer decisions day to day. Reference GA4 for conversion visibility, and Google Tag Manager for conversion QA and event consistency before you attribute improvements to campaigns. If you used Excel/Google Sheets for forecasting and pacing, mention it briefly as part of how you managed spend and reported weekly trends. Finally, show how you translate channel data into commercial outcomes, such as improving revenue or reducing wasted spend while protecting lead quality or purchase intent.

Traffic management without reliable tracking is guesswork, so include a dedicated proof point for your measurement setup. State that you configured GA4 events and conversion actions, then validated them through Google Tag Manager so each purchase, lead, or key micro-conversion fired correctly. Mention UTMs and pixel hygiene for attribution—such as standardising campaign naming conventions and enforcing consistent UTM parameters across landing pages. Where applicable, reference enhanced conversions (Meta) or consent-aware tagging approaches so your tracking remains stable under privacy changes.

Recruiters also look for evidence that you can diagnose attribution issues quickly and fix them. Describe how you reconciled discrepancies between ad platforms and GA4 (e.g., conversion lag, missing events, duplicate tags) and how you resolved them to protect reporting accuracy. Add one line showing how tracking enabled optimisation, such as creating audience segments in GA4, refining remarketing lists, or adjusting bidding based on primary conversion performance. Quantify the benefit where possible—for example, improving conversion rate by 12% after fixing event deduplication or reducing CPA variance after correcting UTMs.

Show that you optimise with a KPI system, not intuition. Use bullets that mention the optimisation decisions you made (budget reallocations, bid strategy adjustments, keyword restructuring, product feed checks, audience tiering) and tie each action to an outcome like ROAS movement or CPA reduction. For Google Ads, reference Search terms refinement or Shopping feed optimisation; for Meta Ads, reference creative testing and audience layering such as broad-to-advantageous audiences or lookalike expansion. Where you can, include a small performance snapshot (e.g., ROAS 6.0, CPA £15, CTR +20%) and the period you achieved it.

Include an experimentation rhythm that demonstrates controlled learning. Mention A/B testing of ad copy, landing page CTAs, and offer messaging, and explain how you used results to scale winners responsibly. If you ran landing page testing, specify the typical areas you varied (headline, pricing/benefit blocks, form length, trust signals) and how you measured impact in GA4 conversion rate. Demonstrate governance by describing how you used sample size/time thresholds, avoided overreacting to short-term volatility, and reported insights back to stakeholders with clear recommendations.

A standout Traffic Manager CV makes reporting useful for decision-makers, not just descriptive. Include how you produced weekly or monthly performance reports showing spend, CTR, conversion rate, CPA, ROAS, and revenue, and how you highlighted risks and next-step actions. Mention the platforms and methods you used, such as exporting Google Ads and Meta Ads performance data, blending it with GA4 metrics, and presenting it in Google Sheets or Looker Studio. This signals you can communicate results in a way that drives budget decisions.

Recruiters also value cross-functional influence. Explain how you collaborated with creative teams, SEO, developers, or merchandising to implement improvements like landing page changes, feed updates, or conversion tracking fixes. Show your approach to stakeholder management by stating how you prioritised tasks based on impact and feasibility—e.g., fast tracking high-ROI experiments first, then rolling out structural changes after learning. Add one metric from stakeholder work if you can, such as improved lead quality after landing page revisions or reduced CPA after form friction was lowered.