Question 1

Should I tailor my CV individually for each position?

Accepted Answer

Yes — and the data is clear. LinkedIn Economic Graph (2025) shows that tailored applications lead to interviews 3x more often than generic ones. Specific adjustments: mirror keywords from the job posting in your profile headline and skills section (for ATS parsing), move the most relevant work experience to the top, adapt wording to match the language of the job posting. Objection: for mass speculative applications, this is not scalable. Solution: one master version plus 2–3 variants for different role families. Time investment per adaptation: 15–20 minutes — justifiable given a tripled interview rate.

Question 2

Why should I avoid table layouts in my CV?

Accepted Answer

Tables and multi-column layouts look visually appealing — but many ATS systems cannot parse them correctly. What was designed as a two-column table is read by the parser as continuous text, causing content to be lost or incorrectly assigned. ESCO and most ATS providers recommend single-column structures for maximum compatibility. Objection: if you are applying to agencies or creative industries and know that no ATS is in use, a visually strong layout can make sense. For online portals and ATS-driven processes: single-column, linear structure, section headings in standard formats ('Work Experience', 'Education', 'Skills').

Question 3

What does ATS-optimised mean and do I need to pay attention to it?

Accepted Answer

ATS stands for Applicant Tracking System — software that automatically manages and pre-screens applications. ATS-optimised means: machine-readable formatting (no table-based CV, no photo as main content), keywords from the job posting, clear section headings. In Germany's Mittelstand, ATS is less common than in large corporations, but the trend is clearly moving towards automation.

Question 4

What is the difference between ATS and human screening?

Accepted Answer

ATS filters based on predefined criteria — keywords, mandatory qualifications, completion of specific steps. Human screening evaluates context, quality of wording, cultural fit, and factors that are difficult to quantify. NIST AI RMF: automated systems have documented blind spots — they do not evaluate what they cannot read. ISO 10667: valid personnel selection processes always require human judgement in critical decision phases. EU AI Act: high-risk AI in recruiting must ensure human oversight. Practical consequence: a CV must pass two tests — first the ATS parse test (machine-readable, keywords), second the 30-second recruiter test (convincing at first glance). Optimising for both is not a contradiction.

Question 5

What is an ATS and why is it important for my application?

Accepted Answer

ATS stands for Applicant Tracking System — software that companies use for applicant management. Large corporations and many medium-sized businesses use them to manage hundreds to thousands of applications, automatically sort them, and pre-filter candidates. The EU AI Act classifies certain ATS applications as high-risk when they substantially influence employment decisions — many companies must make their systems transparent. In Germany, AGG Section 1 protects against discriminatory algorithms. Practically, this means for you: your CV must be machine-readable (no table layout, no embedded graphics as text), and the keywords from the job posting must be included. Not all companies use ATS — startups and SMEs often do not.

Question 6

What is a CV score and how is it calculated?

Accepted Answer

A CV score evaluates your CV across multiple dimensions: keyword match with the target role (are the required skills present in the CV?), formatting and ATS readability, quantification of results, and completeness. At myjobhub, our Deep Check analyses your CV sentence by sentence and compares it with real market data for your target profession. You can see exactly which skills are missing and receive specific wording suggestions.

Question 7

Which file formats are best for applications?

Accepted Answer

PDF is the standard — platform-independent, layout-stable, and readable by all ATS systems (Applicant Tracking Systems). Word (.docx) only when explicitly requested — it can display differently on different systems. The ESCO classification and BA recommendations emphasise machine-readable formats as a prerequisite for correct processing in automated screening systems. Objection: some older ATS systems have problems with complex PDF layouts (tables, multi-column, embedded graphics). Recommendation: PDF without columns, without tables for the main structure, without graphics as body text replacement. File name: 'Firstname-Lastname-CV.pdf' — never 'CV_final_v3_new(2).pdf'.

Question 8

Which keywords should I include in my CV?

Accepted Answer

The most important keywords come directly from the job posting — not from generic lists. Proceed as follows: highlight all skills, tools, and qualifications that appear multiple times or prominently in the listing. These are your mandatory keywords. Then add synonyms and related terms (ESCO taxonomy Q014 shows alternative job titles). LinkedIn Skills on the Rise 2025 lists the most sought-after skills by category. A common mistake: only entering keywords in the 'Skills' section — ATS weights keywords higher when they appear in the context of work experience. Objection per AGG Section 1: CVs optimised purely for keywords can lead to unfair screening results — use keywords authentically and only if you actually possess the competency.

Question 9

How do I tell if a company uses an ATS?

Accepted Answer

Clear signs: online application portal (not email application), standardised forms with mandatory fields, request to upload your CV AND fill in fields manually. According to BA employment statistics, companies with approximately 250+ employees predominantly use digital application processes. If you apply by email or post: no ATS in use, human screening. If a portal like Workday, SAP SuccessFactors, Personio, or Greenhouse is visible: ATS is definitely active. Caveat: even in ATS processes, a human reads the final round — a smart keyword strategy helps you reach the final round, but quality and substance decide from there.

Question 10

How do I write an ATS-optimised CV?

Accepted Answer

Four technical ground rules: (1) Single-column and linear — no table layout, no multi-column (ESCO Q014: ATS reads linearly). (2) Standard formats for section headings: 'Work Experience', 'Education', 'Skills' — no creative labels like 'My Journey'. (3) No graphics, logos, or icons as text carriers — ATS ignores them. (4) Use keywords from the job posting in context — not only in the skills section, but in work experience descriptions. Beyond the technical: content relevance — ATS systems under the current EU AI Act standard must operate transparently and may not reduce decisions solely to keyword matching. AGG: ATS decisions must not be discriminatory.

ATS & Application Optimization

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ATS & Application Optimization

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