What Makes a Strong CV: A Quick-Start Guide

The Two Audiences Every CV Must Satisfy

Before a human ever reads your CV, software reads it first. Most mid-sized and large companies — roughly 90% of Fortune 500 companies — use Applicant Tracking Systems (ATS) to automatically scan, score, and filter applications. Industry estimates suggest that a significant share of applications — some sources cite figures as high as 75% — never reach a human reviewer, often simply due to formatting or missing keywords. Your CV must therefore work for two audiences: the algorithm and the human recruiter.

Part 1: Get Past the Algorithm — ATS Basics

What Is an ATS?

An ATS automatically scans resumes for keywords, qualifications, job titles, and experience to match candidates with job postings — and ranks them based on how well their resume matches the job description.

The Three ATS Rules

1. Keep the Format Simple
ATS systems read left to right and top to bottom. Complex designs, graphics, columns, and tables may confuse the system. Stick to a clean, single-column layout with standard section headers like Work Experience, Skills, and Education. No text boxes, no icons, no fancy fonts.

2. Choose the Right File Type
Modern ATS systems can generally handle both PDF and .docx well. PDF is often preferable because it preserves formatting reliably across devices. Use .docx only if the job posting explicitly asks for it or if you have reason to believe the employer’s system is older. When in doubt, check the job posting — it will usually specify.

3. Mirror the Job Description’s Language
ATS doesn’t always recognize synonyms or alternative wording. If the job posting says „project management,“ using that exact phrase is safer than „managing projects.“ Keywords are graded both by how often they appear and the extent to which they are used in context. That said, avoid keyword stuffing — modern ATS systems increasingly detect unnatural repetition. Read each job posting carefully and incorporate its language naturally throughout your CV.

A note on ATS: The impact of ATS varies significantly. Large corporations and high-volume recruiters rely on it heavily; many small and mid-sized companies still review applications manually or use ATS primarily as an organizational tool rather than an automatic filter. The rules above are still worth following — but don’t let ATS anxiety override the human readability of your CV.

Part 2: Win Over the Human — Content That Stands Out

Lead with a Strong Professional Summary

Replace a generic objective statement with a concise value proposition of 2–4 lines. This section should serve as a sharp, role-aligned introduction — not a list of soft skills. The summary is especially important when your background requires translation: it frames your expertise for a reader who may not share your academic context.

Examples:

Industry/Corporate: „Marketing manager with 7 years of experience in B2B SaaS. Track record of growing pipeline by 40%+ through content and demand generation campaigns.“

PhD/Postdoc transitioning to industry: „Molecular biologist with 6 years of research experience in oncology, transitioning to a data-driven role in pharmaceutical R&D. Expertise in high-throughput data analysis, cross-functional lab collaboration, and translating complex findings for non-specialist audiences.“

Show Impact, Not Just Duties

A common mistake is to list job responsibilities without context or results. Recruiters want to see your impact and accomplishments — use numbers and concrete examples wherever possible. Use this simple formula for each bullet point:

Action Verb + Task + Measurable Result
„Reduced customer support response time by 35% by implementing a new ticketing workflow.“

Bullet points that include metrics make it easier to assess value at a glance.

Tailor for Every Application

A one-size-fits-all CV doesn’t work. Update your professional summary to reflect the target role, swap out generic bullet points for role-specific achievements, and adjust your skills list to prioritize the top keywords from the posting. In most cases, tailoring doesn’t mean rewriting your CV from scratch — targeted rewording and reprioritizing of existing content is usually enough.

Part 3: Structure and Format Checklist

Note: This checklist reflects general best practices, primarily for English-speaking and international job markets. Country-specific exceptions are covered in Part 4 below.

Part 4: CV Expectations Vary by Country — and by Industry

A CV is never just a translation. When applying internationally, you must adapt your CV to align with the specific standards and preferences of the target country — including differences in formatting, the type of personal information included or excluded, the level of detail expected, and even language conventions. What reads as professional in one country can signal a lack of cultural awareness in another: sending a resume to Germany without a photo may be seen as incomplete, while sending the same photo-heavy CV to the US or UK could land it immediately in the rejection pile.

Beyond country, the industry shapes expectations too. Fields like academia, scientific research, and medicine value a complete career and publication history, while the corporate world — finance, marketing, sales, and tech — wants brief, achievement-focused documents. In creative industries, a photo and a portfolio can be an asset; in IT or finance, they are typically unnecessary. The bottom line: always research both the country and the sector before you apply.

The table below gives a practical overview of three major markets as an example:

⚠️ Note: These are general patterns, not absolute rules. A tech startup in Berlin may expect a very different CV than a traditional German law firm — always check the specific company’s culture and the job posting for signals.

Part 5: Common CV Mistakes Made by PhDs and Postdocs Entering Industry

Transitioning from academia to industry is not just a career change — it requires a fundamental rethink of how you present yourself on paper. The skills are there. The challenge is the translation.

First: Which Document Do You Actually Need?

This is the question many career guides skip — but for PhDs and Postdocs it is the most important one to answer before writing a single line. The decision comes down to your target role:

A practical approach is to maintain a comprehensive master document — a full record of everything you have done — and derive targeted, role-specific resumes from it for each application. This way you never lose information, but you never overwhelm a recruiter either.

The Seven Most Common Mistakes

1. Submitting an Academic CV Instead of an Industry Resume
An academic CV is a comprehensive record of your scholarly life — every publication, conference, grant, and teaching role belongs there. An industry resume is a targeted marketing document, typically 1–2 pages, focused entirely on the skills and achievements relevant to one specific role. Sending a 6-page academic CV to a corporate recruiter signals that you don’t understand the context. Start fresh and rebuild with the job description as your compass.

2. Listing Publications in Full Instead of Selectively
A long publication list is a strength in academia. In industry, it reads as noise. Unless publications are directly relevant to the role, keep them to a brief „Selected Publications“ section or drop them entirely. Recruiters who want more will check your Google Scholar profile. Guide them to your most relevant work — don’t overwhelm them with an unfiltered list.

3. Describing Tasks Instead of Demonstrating Impact
Academic writing is process-oriented. Industry recruiting is outcome-oriented. A bullet point like „Conducted statistical analysis on gene sequences“ tells a recruiter what you did, not why it mattered. Reframe it as: „Analyzed gene sequences to identify critical patterns, increasing disease identification accuracy by 20%.“ Every bullet point should answer: so what?

4. Using Academic Jargon
Terms that are perfectly clear within your discipline may mean nothing to a hiring manager or HR professional screening your application. Translate your expertise into plain language without dumbing it down. The ability to communicate complex ideas clearly is itself a highly valued industry skill — demonstrate it in your CV.

5. Underselling Transferable Skills
PhDs and postdocs routinely underestimate the industry value of what they do every day. Consider how these academic activities map to industry language:

6. Writing One Generic CV for All Applications
The academic job market often rewards a consistent, comprehensive document. Industry hiring does not. Each application should be tailored to the specific role, company, and sector. A CV for a data science role at a tech company should look meaningfully different from one for a regulatory affairs position in pharma — even if the underlying experience is the same.

7. Neglecting the Professional Summary
Many academics skip the summary section entirely, assuming their credentials speak for themselves. In industry, a strong 2–4 line summary at the top of the CV is your first — and sometimes only — chance to frame your story for a non-academic reader. Use it to position yourself clearly: who you are, what you bring, and what kind of role you are targeting. See the example in Part 2 above.

The core mindset shift: In academia, your CV proves your scholarly identity. In industry, your CV answers one question — „Can this person solve our problems and deliver results?“ Everything on the page should serve that answer.

The Golden Rule

Every line on your CV should answer the question: „Why should we hire this person for this role — in this context?“
If a line doesn’t answer that question, cut it. If you’re applying across borders or industries, revisit that question from scratch for each application.