# Hard Skills Examples That Recruiters Actually Notice URL: https://ohboiler.com/journal/hard-skills-examples Type: blog Locale: en Published: 2026-07-29 Updated: 2026-08-19 --- > A recruiter's plain breakdown of hard skills examples by profession, the three listing patterns that get resumes skipped, and how to write yours so it holds up. Fifty resumes arrive in a week. About forty of them list "Microsoft Office" under hard skills. Six list "Excel (advanced)." Two describe "financial modelling in Excel, including DCF and scenario analysis." Those two reach the interview pile. The difference is not ability. It is precision. Hard skills examples are everywhere online. Most advice tells you which skills to list. What it skips is the part that matters most: how you write about them determines whether anyone reads them. ## What actually qualifies as a hard skill A hard skill is teachable, testable, and specific to a role. You either know SQL or you do not. Your Spanish sits at B2 or it does not. You can produce a quarterly management account from raw data, or you need a template someone else built. Soft skills work differently. Communication, leadership, adaptability: these show up in context, resist measurement in isolation, and mean very little on a resume unless backed by a specific example. Hard skills are the inverse. They can be verified, which is why ATS systems use them as their primary filter. Hard skills fall into three broad categories: - **Technical tools and software**: programmes, platforms, or languages you know how to operate - **Domain knowledge**: the body of expertise that shapes how you think in a field (financial reporting standards, supply chain logic, clinical trial design) - **Certified or regulated competencies**: qualifications with an issuing body and an exam (CPA, PMP, AWS Solutions Architect, CIMA, Class 1 HGV) That last category is the most underused. Certifications are hard skills with a timestamp and a verifiable issuer. Writing "PMP -- Project Management Professional (PMI, 2024)" instead of "project management certification" gives a reviewer something to check and signals that precision is not an accident. ## Hard skills examples by professional field The following are organised by context. Most people need three to five from their area listed in detail, and a handful of secondary ones named without elaboration. **Data and analytics** - SQL: querying, joins, subqueries, window functions - Python for data work: pandas, NumPy, scikit-learn - Power BI or Tableau: dashboard creation, report automation - Google Analytics 4: event tracking, funnel analysis, conversion setup - A/B testing: design and statistical interpretation - Data cleaning and ETL workflows in Excel or dbt **Writing and communication** - Technical writing: API documentation, user manuals, product specifications - Proposal and tender writing: RFP responses, grant applications, public procurement - Content editing to a defined style guide (AP, Chicago, house style) - SEO content structuring: topical authority, internal linking, semantic clustering - Copywriting with a conversion focus: landing pages, email sequences, product descriptions - Proofreading against CMOS or client-specific guidelines ![Hands typing a professional resume on a laptop](https://fdzlnqpwsaniezitwiuw.supabase.co/storage/v1/object/public/cms-media/ohboiler/2026-08/0296da-image-inline1.webp) **Finance and accounting** - Financial statement preparation: P&L, balance sheet, cash flow, consolidated group accounts - Budgeting and variance analysis - DCF modelling and scenario analysis in Excel - IFRS or GAAP compliance reporting - Payroll processing: Xero, Sage, QuickBooks - Management accounting and board reporting **Technology and development** - Front-end: HTML, CSS, JavaScript (React or Vue) - Back-end: Node.js, Python (Django or Flask), Ruby on Rails - DevOps: Docker, Kubernetes, CI/CD pipeline configuration - Cloud administration: AWS, GCP, or Azure - Database management: PostgreSQL, MongoDB, Redis - Mobile development: Swift for iOS, Kotlin for Android **Project and operations management** - Project scheduling in MS Project, Asana, or Jira - Agile and Scrum facilitation: sprint planning, retrospectives, velocity tracking - ERP administration: SAP, Oracle, or NetSuite - Lean Six Sigma (name the belt level: Black, Green, or Yellow) - Risk register management and mitigation planning - ISO 9001 quality management system implementation **Marketing and sales** - Paid media: Google Ads, Meta Ads (note spend managed if it signals scale) - Email marketing automation: Klaviyo, HubSpot, Mailchimp (include list size if it matters) - CRM administration: Salesforce, HubSpot CRM, Pipedrive - Affiliate programme management - Social media analytics and channel reporting - Product launch planning from brief to post-launch review **Recruiting and human resources** - ATS management: Greenhouse, Workday, Lever, SmartRecruiters - Job description writing and Hay Group-style grading - Structured interview design and behavioural question frameworks - Compensation benchmarking using Mercer or Willis Towers Watson data - HRIS administration: BambooHR, SAP SuccessFactors - Employment law compliance (name the jurisdiction: UK ACAS code, IR35, right-to-work; US FLSA, ADA) ## Three ways hard skills listings get passed over From the other side of the desk, three patterns reliably earn a resume a pass without a callback. **The vague qualifier.** "Strong Excel skills" means nothing to a reviewer who has seen that phrase on four hundred resumes. Replace it with what you actually do: "Excel: pivot tables, Power Query for ETL from multiple sources, XLOOKUP across linked workbooks." The second version tells me whether this person will handle the actual data tasks in the role, or whether they will need a hand on day two. It is the difference between a signal and background noise. **The buried block.** Hard skills listed in a dense grid at the bottom of a three-page resume, after all the experience sections, rarely get the attention they deserve. The ATS catches the keywords regardless of placement. But a human scanning the page will not pause to read a seven-column matrix of tool names. Hard skills carry more weight in context: "led migration to Salesforce (SFDC admin certified, 2023)" inside an experience bullet tells me more than "Salesforce" in a footer row. **The kitchen sink.** Thirty-two listed skills reads like a default paste from a LinkedIn profile rather than a considered account of your capabilities. When everything is listed, nothing is claimed with confidence. Recruiters tend to assume that a long undifferentiated list means the candidate knows the name of every tool they have touched and can confidently use fewer than half. Pick twelve to fifteen that match the role, describe three to five in detail, and let the rest stay implicit. ![Two professionals in a meeting room reviewing a document](https://fdzlnqpwsaniezitwiuw.supabase.co/storage/v1/object/public/cms-media/ohboiler/2026-08/b4b39f-image-inline2.webp) ## How to write a hard skills entry that holds up Start from the job description, not your current CV. Every role signals the skills it weights most: in the listed requirements, in the phrasing of responsibilities, in the tools named explicitly. Match your language to theirs first, then expand with context they have not asked for but will recognise. A structure that works: skill or tool name, then level or context, then evidence or output. *"SQL: querying production databases for cohort analysis and churn reporting (Redshift, three years in current role)"* That takes twenty words. It tells a reviewer what the skill is, how complex the application, which specific system, and for how long. The stripped version, "SQL" or "SQL (advanced)," takes two words and communicates almost nothing actionable. If a skill is genuine but has gone unused recently, flag it: *"Python (basic: Jupyter notebooks for exploratory data work, last used 2023)."* This is more honest than claiming fluency and more informative than omitting it entirely. Recruiters appreciate the distinction. It saves everyone time at the technical screen stage, including yours. ## Hard skills in a cover letter The cover letter is not where you list hard skills. It is where you take one or two and show them doing something. Instead of: *"I have strong SQL and data visualisation skills."* Try: *"The Power BI dashboard I built for the Birmingham ops team cut weekly reporting time from four hours to forty minutes."* The hard skill is still there. It is attached to a result that a reader can picture, remember, and repeat to a hiring manager in a debrief two days later. A cover letter that summarises skills reads like a shortened version of a CV the reviewer already has in front of them. The letter earns its read by adding context the CV cannot carry: the problem that required the skill, the scale of the outcome, the specific decision made under pressure. One well-placed example in a short paragraph does more than six bullets that restate the resume. ## When the hard skills section needs a rewrite A few signals that something has drifted: - ATS passes are happening but callbacks are not (keywords match, but context around them is missing) - Callbacks are arriving for the wrong type of role (your listed skills suggest a level or specialisation you have left behind) - A skill you use daily is not on the list, because you assumed it was obvious - Something on the list is a skill you would refuse if asked to demonstrate it today That last one is the trap. Listing a tool you used once in 2021 and would not now claim to know saves no one time. The interview exists partly to verify what the resume asserts. If the assertion does not hold, the interview wastes a morning for both sides, and the candidate ends up on a mental shortlist of people who overstate. ## Tools that help you audit what you have listed Auditing your own skills section is harder than it sounds. A few tools address different parts of the problem. The two resumes that listed "financial modelling in Excel, including DCF and scenario analysis" did not necessarily belong to stronger analysts than the forty-eight who wrote "Microsoft Office." They may have been identical in ability. What they wrote was precise enough to justify a conversation. The others were not wrong. They just did not say enough to take the next step. ## FAQ ### What are the most common hard skills examples for a resume? Common examples include SQL, Python, Excel with specific functions (pivot tables, Power Query), project management software (Jira, Asana), Salesforce CRM, Google Analytics 4, financial modelling, and certified competencies such as PMP or CPA. The most effective entries name the tool, describe the complexity of use, and include the context in which it was applied. ### How do hard skills differ from soft skills on a resume? Hard skills are teachable, testable, and role-specific: SQL, IFRS reporting, Figma, AWS certification. Soft skills are interpersonal and context-dependent: communication, leadership, adaptability. On a resume, hard skills can be verified in a technical screen. Soft skills cannot, which is why listing them without a supporting example adds very little to an application. ### How many hard skills should I list on my resume? Twelve to fifteen is a reasonable range for most professional roles. Three to five should be described in enough detail that a reviewer understands your actual level: the tool, the complexity, and the context. The rest can be named without elaboration. More than twenty risks reading as an undifferentiated inventory rather than a considered account of your capabilities. ### Should I mention hard skills in my cover letter? Not as a list. The cover letter is where you show one or two hard skills in action, attached to a result. 'I have strong data visualisation skills' repeats what your resume already says. 'The Power BI dashboard I built cut weekly reporting time from four hours to forty minutes' tells a story a hiring manager will remember and repeat in a debrief. ### How do I know which hard skills to include for a specific job? Start with the job description. Look at the listed requirements and the tools named explicitly in the responsibilities section. Match your language to theirs before adding context of your own. If a skill appears in three different sections of the job description, treat it as a priority: include it in your top five and describe it in detail. ### What if I have a hard skill I have not used recently? Include it, but flag the currency: 'Python (basic: Jupyter notebooks for exploratory data work, last used 2023).' This is more honest than claiming fluency and more informative than omitting it. Recruiters appreciate the distinction because it saves time at the technical screen stage and builds more trust than a confident claim that collapses under questioning. ### Are certifications considered hard skills? Yes. Certifications are hard skills with a verifiable issuer, a defined curriculum, and a timestamp. Write them in full: 'PMP -- Project Management Professional (PMI, 2024)' rather than 'project management certification.' The full form is searchable by ATS systems and checkable by a reviewer, which is exactly what a hard skill needs to be.