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Market read · measured, not guessed

Quality, pharma & operations roles in northern Germany

5 title searches · Hamburg, Germany, Kiel, Germany, Berlin, Germany, Hannover, Germany, Bremen, Germany · 3 August 2026

1482 postings found · 1245 unique · 1239 with readable text
Everything below is out of those 1236. (3 further postings had readable text but could not be read reliably, and are excluded.)
Readable text by source: indeed 516/516, linkedin 723/729

What these 1236 postings ask forTop 15 requirements by number of postings. Bars are scaled to the largest value (854), not to 100. Each row names its category; the colour-coded breakdown is below.

English
854languages
German
808languages
Communication
282skills & tools
Degree
245education
Travel
211other
Ms Office
205skills & tools
SAP
113skills & tools
Engineering Degree
112education
ERP systems
102skills & tools
Excel
91skills & tools
Analytical Skills
81skills & tools
Project Management
80skills & tools
Git
68skills & tools
Project Management
67experience
Stakeholder Management
67skills & tools

Every requirement, groupedAll 551 requirements appearing in at least 3 postings. Percentages are of the 1236 readable postings. The last column is the share of those postings that stated it as required rather than preferred.

LANGUAGES

English85469%
of which 97% required
German80865%
of which 87% required
Additional Languages383%
of which 0% required
French161%
of which 6% required
European Languages131%
of which 8% required
Spanish91%
of which 0% required
Polish60%
of which 17% required
Dutch50%
of which 60% required
Italian30%
of which 33% required
Local Office Language30%
of which 100% required

SKILLS & TOOLS

Communication28223%
of which 98% required
Ms Office20517%
of which 100% required
SAP1139%
of which 60% required
ERP systems1028%
of which 80% required
Excel917%
of which 95% required
Analytical Skills817%
of which 98% required
Project Management806%
of which 82% required
Git686%
of which 88% required
Stakeholder Management675%
of which 99% required
Teamwork645%
of which 98% required
Microsoft Office585%
of which 95% required
Organizational Skills585%
of which 100% required
Analytical Thinking373%
of which 100% required
GMP373%
of which 70% required
Data analysis353%
of which 86% required
Problem Solving353%
of which 94% required
Python353%
of which 71% required
SQL323%
of which 72% required
Project Management Tools313%
of which 81% required
Attention To Detail292%
of which 97% required
Power BI272%
of which 44% required
Stakeholder Communication262%
of which 100% required
Negotiation Skills252%
of which 100% required
Ai Tools242%
of which 83% required
Lean manufacturing242%
of which 67% required
Cross-Functional Collaboration232%
of which 91% required
Organisational Skills232%
of which 100% required
Independent Work222%
of which 100% required
Ms Project222%
of which 64% required
CRM212%
of which 71% required
German212%
of which 81% required
Communication And Teamwork202%
of which 100% required
Strategic Thinking202%
of which 90% required
Technical Understanding202%
of which 95% required
Initiative192%
of which 100% required
Team Leadership192%
of which 89% required
AWS181%
of which 67% required
Leadership151%
of which 100% required
Structured Independent Work151%
of which 100% required
Time Management151%
of which 100% required
Change Management141%
of which 93% required
Structured Working141%
of which 100% required
Structured Working Style141%
of which 100% required
Communication And Stakeholder Management131%
of which 100% required
Customer Focus131%
of which 100% required
Flexibility131%
of which 100% required
Multitasking131%
of which 100% required
Analytical Mindset121%
of which 100% required
Business Acumen121%
of which 92% required
CI/CD121%
of which 42% required
Communication And Negotiation121%
of which 100% required
Customer Orientation121%
of which 100% required
Networking121%
of which 83% required
Six Sigma121%
of which 75% required
Adaptability111%
of which 91% required
Analytical Problem Solving111%
of which 91% required
Independent Structured Work111%
of which 100% required
Team Player111%
of which 100% required
Teamwork Communication111%
of which 100% required
Technical Communication111%
of which 82% required
Analytical Problem-Solving101%
of which 100% required
Azure101%
of which 60% required
Cad101%
of which 80% required
Communication And Assertiveness101%
of which 100% required
Commercial Acumen91%
of which 100% required
PLC / SCADA91%
of which 56% required
Relationship Building91%
of which 100% required
Resilience91%
of which 100% required
Risk Management91%
of which 78% required
Salesforce91%
of which 56% required
Team Spirit91%
of which 89% required
Collaboration81%
of which 75% required
Confluence81%
of which 75% required
Continuous Improvement81%
of which 88% required
Entrepreneurial Mindset81%
of which 88% required
Google Cloud81%
of which 38% required
Hands-On Mentality81%
of which 100% required
IT Affinity81%
of which 100% required
Mentoring81%
of which 88% required
Microsoft 36581%
of which 88% required
Organisation81%
of which 100% required
Presentation Skills81%
of which 100% required
Project Management Methods81%
of which 100% required
Analytical Working Style71%
of which 100% required
BI tools71%
of which 57% required
Containers (Docker/K8s)71%
of which 86% required
Customer Communication71%
of which 86% required
Infrastructure as Code71%
of which 57% required
IT Skills71%
of which 71% required
Jira71%
of which 86% required
Linux71%
of which 86% required
Problem-Solving71%
of which 100% required
Programming71%
of which 57% required
Programming Languages71%
of which 86% required
Soft Skills71%
of which 100% required
Structured Work71%
of which 100% required
Teamwork And Communication71%
of which 100% required
WMS (warehouse management)71%
of which 57% required
Assertiveness60%
of which 100% required
Cross-Functional Translation60%
of which 100% required
Google Workspace60%
of which 100% required
Iso 1348560%
of which 100% required
KPI Reporting Dashboards60%
of which 100% required
Process Management60%
of which 100% required
Root Cause Analysis60%
of which 83% required
Technical Drawings60%
of which 83% required
Tool Landscape60%
of which 100% required
Agile Methods50%
of which 100% required
AutoCAD50%
of which 40% required
Beauty Industry Knowledge50%
of which 80% required
C/C++50%
of which 80% required
Cloud platforms50%
of which 40% required
Communication And Presentation50%
of which 100% required
Communication Negotiation50%
of which 100% required
Communication Reliability Organization50%
of which 80% required
Computer Skills50%
of which 100% required
Creativity50%
of which 100% required
Critical Thinking50%
of which 80% required
Cross-Functional Leadership50%
of which 100% required
Entrepreneurial Thinking50%
of which 80% required
Intercultural Competence50%
of which 100% required
Interdisciplinary Collaboration50%
of which 100% required
JavaScript50%
of which 60% required
Market Analysis50%
of which 100% required
Organization50%
of which 100% required
People Oriented50%
of which 80% required
Process Improvement50%
of which 40% required
Process Optimization50%
of which 80% required
Process Understanding50%
of which 100% required
Regulatory Compliance50%
of which 80% required
Team Orientation50%
of which 100% required
Technical Aptitude50%
of which 100% required
Account Management40%
of which 100% required
Adobe Creative Suite40%
of which 75% required
Agile40%
of which 75% required
Agile Project Management40%
of which 75% required
Ai Automation40%
of which 100% required
Airflow40%
of which 50% required
Analytical Ability40%
of which 100% required
Autonomy40%
of which 100% required
Client Communication40%
of which 100% required
Commercial Mindset40%
of which 100% required
Communication Presentation40%
of which 100% required
Continuous Learning40%
of which 100% required
Creativity Innovation40%
of which 75% required
Cross-Functional Communication40%
of which 75% required
Customer Relationship Building40%
of which 100% required
Customer Service40%
of which 100% required
Devops40%
of which 50% required
Documentation40%
of which 75% required
Empathy40%
of which 100% required
Facilitation40%
of which 100% required
Fast-Paced Environment40%
of which 100% required
Financial Acumen40%
of which 100% required
Friendly Manner40%
of which 75% required
Independent Working40%
of which 100% required
Influence Without Authority40%
of which 75% required
Interface Management40%
of which 100% required
Itil40%
of which 50% required
Labor Law40%
of which 75% required
Learning Agility40%
of which 75% required
Organizational And Communication Skills40%
of which 100% required
Ownership40%
of which 100% required
Pc Skills40%
of which 100% required
Presentation Communication40%
of which 75% required
Qt40%
of which 100% required
Quality Assurance40%
of which 50% required
Quality Management40%
of which 75% required
Quality Management Systems40%
of which 100% required
React40%
of which 75% required
Requirements Engineering40%
of which 100% required
REST APIs40%
of which 75% required
Service Orientation40%
of which 100% required
Stakeholder Relationships40%
of which 100% required
Structured Work Style40%
of which 100% required
Systems Thinking40%
of which 100% required
Tableau40%
of which 100% required
Tms40%
of which 50% required
Vehicle Networks40%
of which 100% required
Vendor Management40%
of which 75% required
Willingness To Learn40%
of which 100% required
Workshop Facilitation40%
of which 100% required
Account Planning30%
of which 100% required
Ai-Assisted Development30%
of which 100% required
Analytical And Communication Skills30%
of which 100% required
Analytical And Conceptual Skills30%
of which 100% required
API Design30%
of which 67% required
Asana30%
of which 33% required
Business Development30%
of which 100% required
Coaching30%
of which 33% required
Commercial Awareness30%
of which 100% required
Commercial Negotiation30%
of which 100% required
Commercial Understanding30%
of which 100% required
Communication And Empathy30%
of which 67% required
Communication And Moderation30%
of which 100% required
Communication Collaboration30%
of which 67% required
Communication Coordination30%
of which 100% required
Communication Teamwork30%
of which 67% required
Consulting Competence30%
of which 100% required
Contract Negotiation30%
of which 100% required
Customer Support30%
of which 100% required
Data Analytics30%
of which 100% required
Dbt30%
of which 67% required
Decision Making30%
of which 67% required
Decision-Making30%
of which 100% required
Distributed Systems Architecture30%
of which 100% required
Executive Communication30%
of which 100% required
Executive Presence30%
of which 100% required
Fas Test Tools30%
of which 100% required
GDPR30%
of which 100% required
Google Ads30%
of which 100% required
Google Sheets30%
of which 100% required
HubSpot30%
of which 67% required
Ibm Doors30%
of which 100% required
Independent And Team Work30%
of which 100% required
Independent Reliable Work30%
of which 100% required
Influencing30%
of which 100% required
Inventory Management30%
of which 100% required
IT Knowledge30%
of which 100% required
Java30%
of which 100% required
Kafka30%
of which 100% required
Looker30%
of which 33% required
Manual Skill30%
of which 67% required
Matrix Organization30%
of which 100% required
Ms Office 36530%
of which 100% required
Node.js30%
of which 67% required
Numerical Affinity30%
of which 100% required
Oncology30%
of which 33% required
Pedagogical Aptitude30%
of which 100% required
Pedagogical Skills30%
of which 100% required
Personio30%
of which 0% required
Php30%
of which 67% required
Primavera P630%
of which 100% required
Proactive Problem Solving30%
of which 100% required
Proactive Solution-Oriented30%
of which 100% required
Problem Structuring30%
of which 100% required
Product Mindset30%
of which 100% required
Project Leadership30%
of which 100% required
Project Planning30%
of which 100% required
Public Speaking30%
of which 100% required
Quality Awareness30%
of which 100% required
Quick Learning30%
of which 67% required
Reliability30%
of which 100% required
Requirements Analysis30%
of which 100% required
Requirements Translation30%
of which 100% required
Responsibility30%
of which 100% required
Scripting30%
of which 33% required
Self-Motivated30%
of which 100% required
Self-Organization30%
of which 100% required
Self-Starter30%
of which 67% required
Senior Stakeholder Communication30%
of which 100% required
Social Media30%
of which 67% required
Software Engineering30%
of which 67% required
Solution Orientation30%
of which 100% required
Solution-Oriented30%
of which 100% required
Spark / Databricks30%
of which 100% required
Spreadsheets30%
of which 100% required
Stakeholder Collaboration30%
of which 100% required
Stakeholder Engagement30%
of which 67% required
Supply Chain Management30%
of which 100% required
Team Collaboration30%
of which 100% required
Technical Affinity30%
of which 100% required
Technical Documentation30%
of which 100% required

EDUCATION

Degree24520%
of which 89% required
Engineering Degree1129%
of which 97% required
Business Degree575%
of which 91% required
Technical Degree444%
of which 93% required
University Degree373%
of which 97% required
Bachelor Degree333%
of which 97% required
Bachelor's Degree323%
of which 97% required
Masters Degree282%
of which 86% required
Supply Chain Degree242%
of which 92% required
STEM Degree202%
of which 95% required
Industrial Engineering Degree181%
of which 100% required
Cs Degree171%
of which 94% required
Business/economics Degree131%
of which 100% required
Commercial Training121%
of which 92% required
Vocational Training121%
of which 100% required
Enrolled Student111%
of which 100% required
Business Administration Degree101%
of which 70% required
Computer Science Degree101%
of which 100% required
Electrical Engineering Degree101%
of which 100% required
Life Sciences Degree91%
of which 78% required
Logistics Degree91%
of which 67% required
HR Degree81%
of which 75% required
PHD81%
of which 12% required
Commercial Apprenticeship60%
of which 100% required
Commercial Vocational Training60%
of which 83% required
Doctorate60%
of which 67% required
IT Degree60%
of which 100% required
Mechanical Engineering Degree60%
of which 83% required
Cs/engineering Degree50%
of which 100% required
Abitur40%
of which 100% required
Commercial Or Technical Training40%
of which 100% required
Quantitative Degree40%
of which 75% required
Technical Education40%
of which 100% required
Finance Degree30%
of which 100% required
Marketing Degree30%
of which 33% required
MBA30%
of which 0% required
Technical Vocational Training30%
of which 67% required

EXPERIENCE

Project Management675%
of which 85% required
Team Leadership383%
of which 87% required
Project Management Experience212%
of which 81% required
Git202%
of which 55% required
GMP181%
of which 56% required
Leadership Experience151%
of which 73% required
HR Experience111%
of which 55% required
Lean manufacturing101%
of which 60% required
Logistics Experience101%
of which 100% required
Quality Management101%
of which 90% required
Learning & Development91%
of which 100% required
Professional Experience91%
of which 100% required
SAP91%
of which 100% required
Supply Chain Experience91%
of which 56% required
Supply Chain Management91%
of which 89% required
Procurement Experience81%
of which 88% required
Regulatory Affairs81%
of which 62% required
Stakeholder Management81%
of which 75% required
ERP systems71%
of which 86% required
Fmcg71%
of which 43% required
International Experience71%
of which 43% required
Team Management71%
of which 71% required
Technical Project Management71%
of which 86% required
High-Performance Environment Background60%
of which 0% required
Operations Supply Chain Experience60%
of which 100% required
Pharmaceutical Industry60%
of which 33% required
Technical Leadership60%
of which 100% required
Account Management50%
of which 100% required
Experienced Professional50%
of which 100% required
German50%
of which 80% required
Key Account Management50%
of which 60% required
Leadership50%
of which 100% required
Pharma Industry Experience50%
of which 80% required
Purchasing Experience50%
of which 80% required
Quality Assurance50%
of which 60% required
Retail Experience50%
of which 60% required
Sales50%
of which 40% required
Startup Experience50%
of which 40% required
Strategic Purchasing50%
of which 100% required
Commercial Experience40%
of which 75% required
Complex Project Management40%
of which 100% required
Construction Project Experience40%
of which 25% required
Consulting40%
of which 25% required
Consulting Experience40%
of which 75% required
Cross-Functional Collaboration40%
of which 75% required
HR Business Partner40%
of which 75% required
Operations Experience40%
of which 100% required
People Management40%
of which 75% required
Pharmaceutical Field Sales40%
of which 100% required
Practical Experience40%
of which 75% required
Product Launches40%
of which 50% required
Product Management40%
of which 100% required
Production Planning40%
of which 75% required
Project Planning40%
of which 100% required
Recent Graduate40%
of which 75% required
Sales Experience40%
of which 75% required
Supply Chain40%
of which 50% required
Supply Chain Planning40%
of which 75% required
Warehouse Experience40%
of which 0% required
Agile Project Management30%
of which 100% required
Audit Experience30%
of which 67% required
B2B SAAS30%
of which 33% required
B2B Sales30%
of which 100% required
C/C++30%
of which 100% required
CRM30%
of which 33% required
Data analysis30%
of which 67% required
Event Coordination30%
of which 33% required
Field Sales30%
of which 100% required
Freight Forwarding30%
of which 100% required
Gxp Experience30%
of which 100% required
Hardware Development30%
of which 100% required
HR Generalist30%
of which 100% required
Industry Experience30%
of which 33% required
International Project Management30%
of which 100% required
International Supplier Management30%
of which 67% required
IT Experience30%
of which 100% required
IT Project Management30%
of which 100% required
Management Consulting30%
of which 67% required
Multi-Project Management30%
of which 67% required
Pharma Industry30%
of which 33% required
Pharma Sales30%
of which 100% required
Pharmaceutical Experience30%
of which 100% required
Process Management30%
of which 100% required
Procurement30%
of which 100% required
Product Development30%
of which 67% required
Program Management30%
of which 100% required
Project Coordination30%
of which 33% required
Project Experience30%
of which 33% required
Project Leadership30%
of which 67% required
Supplier Management30%
of which 100% required
Teaching Experience30%
of which 100% required
Technology Domain Experience30%
of which 100% required
Third-Party Funding30%
of which 100% required
Trainer/coach30%
of which 100% required
Warehouse Logistics30%
of which 100% required
Warehouse Logistics Experience30%
of which 33% required
Works Council Experience30%
of which 33% required

SENIORITY

Senior Leadership383%
of which 100% required
Team Leadership302%
of which 100% required
Director-level60%
of which 100% required
Junior level60%
of which 100% required
Budget Responsibility50%
of which 100% required
Managing Managers50%
of which 100% required
Senior Consultant50%
of which 100% required
Budget Ownership30%
of which 100% required
Senior level30%
of which 100% required
Senior Project Manager30%
of which 100% required
Team Lead30%
of which 100% required

CERTIFICATIONS

Driving licence262%
of which 88% required
Project Management Certification171%
of which 24% required
Driver's License131%
of which 92% required
Forklift License111%
of which 45% required
Six Sigma91%
of which 11% required
Driver's License Class B60%
of which 100% required
Commercial Apprenticeship50%
of which 100% required
Commercial Training50%
of which 100% required
Class B Driver's License40%
of which 100% required
German40%
of which 100% required
Iso 1348540%
of which 0% required
Pharmareferent Certification40%
of which 75% required
Business Trainer Certification30%
of which 0% required
Drivers License Class B30%
of which 100% required
Iso 14001 Lead Auditor30%
of which 33% required
Logistics Vocational Training30%
of which 100% required
PMP30%
of which 0% required

OTHER

Travel21117%
of which 99% required
German575%
of which 93% required
Teamwork575%
of which 98% required
Communication333%
of which 97% required
Full-Time323%
of which 97% required
Location242%
of which 96% required
Structured Working Style232%
of which 100% required
Berlin Location202%
of which 95% required
Travel availability192%
of which 100% required
Hamburg Location181%
of which 100% required
Soft Skills161%
of which 94% required
Team Player151%
of which 100% required
Flexibility141%
of which 100% required
Independent Structured Work141%
of which 100% required
Reliability141%
of which 100% required
Structured Independent Work141%
of which 100% required
Analytical Thinking131%
of which 100% required
English121%
of which 100% required
Git121%
of which 92% required
Hands-On Mentality121%
of which 100% required
Shift Work121%
of which 92% required
Adaptability111%
of which 100% required
Motivation111%
of which 100% required
Quality Awareness111%
of which 100% required
Customer Orientation101%
of which 80% required
Structured Working91%
of which 100% required
Willingness To Learn91%
of which 100% required
Analytical Working Style81%
of which 100% required
Entrepreneurial Thinking81%
of which 100% required
Independent Work81%
of which 100% required
Initiative81%
of which 100% required
Bremen Location71%
of which 100% required
Compliance Integrity71%
of which 100% required
Hannover Location71%
of which 100% required
Hybrid Work71%
of which 100% required
Independent Working71%
of which 100% required
Organizational Skills71%
of which 100% required
Problem Solving71%
of which 100% required
Attention To Detail60%
of which 100% required
Collaboration60%
of which 100% required
Communication And Teamwork60%
of which 100% required
On-Site Work60%
of which 100% required
Ownership60%
of which 100% required
Resilience60%
of which 100% required
Self-Motivation60%
of which 100% required
Assertiveness50%
of which 100% required
Availability50%
of which 80% required
Berlin On-Site50%
of which 100% required
Cv50%
of which 100% required
Fixed-Term Contract50%
of which 100% required
Full Time50%
of which 100% required
Leadership50%
of which 100% required
Onsite Bremerhaven50%
of which 100% required
Part-Time Availability50%
of which 80% required
Responsibility50%
of which 100% required
Self-Motivated50%
of which 100% required
Service Orientation50%
of which 100% required
Structured Work Style50%
of which 100% required
Team Orientation50%
of which 100% required
Work Authorization50%
of which 100% required
Working Style50%
of which 100% required
Builder Mindset40%
of which 50% required
Communication Teamwork40%
of which 100% required
Compliance And Integrity40%
of which 100% required
Curiosity40%
of which 100% required
ERP systems40%
of which 100% required
Flexible Hours40%
of which 100% required
Grade Transcript40%
of which 100% required
Hamburg40%
of which 100% required
Independence40%
of which 100% required
Openness40%
of which 100% required
Organisational Skills40%
of which 100% required
Physical Fitness40%
of which 100% required
Schedule Flexibility40%
of which 50% required
Teamwork Communication40%
of which 100% required
Ambiguity Tolerance30%
of which 100% required
Analytical Mindset30%
of which 100% required
Application Documents30%
of which 100% required
Berlin30%
of which 100% required
Berlin Hybrid30%
of which 100% required
Berlin Office Presence30%
of which 100% required
Continuous Improvement30%
of which 100% required
Continuous Improvement Mindset30%
of which 100% required
Continuous Learning30%
of which 100% required
Dynamic Environment30%
of which 100% required
Enrolled Student30%
of which 100% required
Enrollment Certificate30%
of which 100% required
Enrollment Status30%
of which 100% required
Eu Citizenship30%
of which 100% required
European Mobility30%
of which 100% required
Fast-Paced Environment30%
of which 100% required
Full-Time 40h30%
of which 100% required
Full-Time Availability30%
of which 100% required
Growth Mindset30%
of which 100% required
In-Office Work30%
of which 100% required
Lean manufacturing30%
of which 67% required
Mobility30%
of which 100% required
Motivation And Flexibility30%
of which 100% required
Ownership Mentality30%
of which 100% required
Pacific Time Availability30%
of which 100% required
Part-Time30%
of which 100% required
Performance Readiness30%
of which 100% required
Problem-Solving Mindset30%
of which 100% required
Quick Comprehension30%
of which 100% required
Relocation30%
of which 100% required
Remote Work30%
of which 100% required
Renewable Energy Passion30%
of which 100% required
Solution-Oriented30%
of which 100% required
Strategic Thinking30%
of which 100% required
Structured Reliable Work30%
of which 100% required
Structured Self-Responsible Work30%
of which 100% required
Team Spirit30%
of which 100% required
Team-First Attitude30%
of which 100% required
Willingness To Train30%
of which 100% required
Work Permit30%
of which 100% required
Working Student30%
of which 100% required

5818 further requirements appeared in fewer than 3 postings and were cut.

The answers you asked for

German appears in 808 of 1236 postings — 87% state it as required.
Required70387%
Preferred10513% — a plus, not a gate
ISO 13485 and MDR across all 1236 postings: 1% and 1%.
ISO 1348513of 1236 postings  1%  —  of which 8 stated it as required
MDR11of 1236 postings  1%  —  of which 10 stated it as required

That figure is low for a reason worth knowing: four of the five searches (pharmaceutical, project management, learning and development, supply chain) are broad, and they outnumber the medical-device roles many times over. Measured against the whole corpus, these certifications look rare. Measured against the roles that would actually ask for them, they do not.

Within the 66 medical-device postings — and 66 is a thin sample, so read the counts before the percentages:
ISO 1348513of 66  20%  —  of which 8 stated it as required, not preferred
MDR11of 66  17%  —  of which 10 stated it as required, not preferred

A posting counts as medical-device when its title or advert text names a medical device, medical-device regulation, Medizinprodukt, Medizintechnik, ISO 13485, MDR or IVDR. On 66 postings these are counts worth reading and percentages worth treating carefully — which is why both denominators are printed rather than the flattering one.

Scraped linkedin, indeed, google on 3 August 2026 for 5 title searches across Hamburg, Germany, Kiel, Germany, Berlin, Germany, Hannover, Germany, Bremen, Germany, posted within the last 30 days.
Duplicates merged the way the product merges them: exact URL first, then the same role across boards collapsed on company + title.
All percentages are of the 1236 postings with readable text, not of the 1245 unique postings found. 99.4% of requirements carry a verbatim quote from the advert.

Boardsweep reads job adverts across LinkedIn, Indeed and selected boards, measures what they actually require, and tells you honestly which ones you could win.