CV Keywords by Industry: What ATS Is Actually Scanning For
Applicant Tracking Systems don't read a CV the way a person does. They scan for specific terms and phrases, matching them against the job description, and score or rank candidates partly based on that overlap. Those keywords are not universal, they shift meaningfully by industry, and using the wrong set is one of the quieter reasons qualified candidates get filtered out.
How ATS Keyword Matching Actually Works
Most systems compare the language in your CV against the language in the job posting itself, which is why generic keyword lists are only somewhat useful. The single most reliable source of the exact terms a specific ATS will score you against is the job posting you're applying to.
Finance and Banking
Financial reporting, risk management, regulatory compliance, reconciliation, forecasting, and specific certifications like CFA or CPA are common high-value terms in this sector. Precision matters here — "financial analysis" and "financial modeling" are not interchangeable to a system matching exact phrases.
Engineering
Project management, specific technical certifications, relevant software (AutoCAD, SAP, Primavera), safety compliance, and quantified project scale (budget, team size) tend to carry weight. Engineering ATS systems often weight specific tool and certification names heavily.
Sales and Marketing
Revenue growth, pipeline management, campaign performance, CRM platforms by name (Salesforce, HubSpot), and quantified targets or conversion metrics are the terms that tend to score well, since this field rewards measurable outcomes over general descriptions of responsibility.
HR
Talent acquisition, employee relations, HRIS platforms by name, compliance, performance management, and specific certifications (SHRM, CIPD) are common high-value terms. HR-specific ATS platforms often look for these exact certification names.
IT and Tech
Specific programming languages, platforms, and methodologies (Agile, Scrum) matter more here than almost any other field, since technical roles are usually scored heavily on exact tool and skill matches rather than general descriptions.
The One Rule That Matters More Than Any List
No keyword list, including this one, replaces reading the actual job posting closely and matching its specific language. If a posting says "stakeholder management" and your CV says "client relations," a system may not connect the two even though they mean something similar to a human reader.
The Bottom Line
ATS keyword matching rewards specificity and rewards mirroring the exact language of the posting you're applying to, not padding your CV with generic industry buzzwords. Treat every application's job description as the actual keyword list, and use the categories above as a starting point, not a substitute.
If you want your CV professionally optimized for the keywords your target roles are actually scanning for, our CV writing team builds this into every package. You can also run a free CV audit to see how your current CV scores.