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Skill demand by industry

A live cross-section of which skills employers are hiring for, sliced by industry. Pulled directly from our crawler corpus and refreshed twice daily during off-peak hours.

Updated May 2, 2026

Consulting

Top skills by mentions in active job descriptions

distributed systems 20 Kafka 20 Pharmacovigilance & Drug Safety Surveillance 12 Marketing Operations - Creative Design 8 Salesforce Lightning Web Components 8 Marketing Operations - Digital Project Management 8 Adobe Creative Cloud 8 Data Collection 7 Transaction Reconciliation 7 Spring Boot 7 continuous integration 7 Service Desk Management 7 Service Desk Voice Support 7 HTML5 7 Adobe Marketo Engage 7

Hospitality

Top skills by mentions in active job descriptions

customer service 31 teamwork 25 interpersonal skills 16 cash handling 4 health and sanitation 3 Customer service experience 2 Operational policies and procedures 2 Cash handling 2 service excellence 2 Leadership 2 Customer service experience in a retail or restaurant environment 2 quality assurance 2 flexible scheduling 2 infrastructure technology 1 portfolio financial management 1

Electronics Manufacturing

Top skills by mentions in active job descriptions

Python 41 SQL 5 R 2 Machine Learning 2 Data Mining 1 Data Visualization 1

Banking

Top skills by mentions in active job descriptions

leadership 25 stakeholder management 16 machine learning 3 AI 1 workflow automation 1 enterprise processes 1 technical (programming, software development) 1 SAS 1

Aviation

Top skills by mentions in active job descriptions

Java 8 Forecasting 6 integration 4 C++ 4 Procurement Management 3 electrical 2 electronic 2 systems 2 testing 2 Linux 2 Git 2 SAP 2 supplier management 2 Data Analysis 2 requirements 1

Semiconductors

Top skills by mentions in active job descriptions

networking 4 wafer fabrication tools 3 process specifications 3 SystemVerilog 3 scripts languages 3 UVM methodology 3 switching concept 3 written procedures 2 safety procedures 2 product testing 2 product delivery 2 z/OS 2 protocol 1 team environment 1 production goals 1

Software Product

Top skills by mentions in active job descriptions

Excel 12 cloud services 2 PowerBI 1 software engineering 1 cicd 1 api design 1 model customization 1 llm-ops 1

IT Services

Top skills by mentions in active job descriptions

data analytics 2 verification methodologies 1 advanced verification techniques 1 constrained random sequences 1 scoreboard analysis 1 simulation environments 1 hardware-in-the-loop (HIL) testing 1 synthetic data generation 1 AI policy training 1 real-time edge deployment 1 technical judgment 1 cross-functional team collaboration 1 product development lifecycle management 1 risk management 1 project prioritization 1

Pharma

Top skills by mentions in active job descriptions

sales 2 Occupational Health 1 Industrial Hygiene 1 Safety Management 1 Provincial Workers Compensation Boards 1 ISO-like HSE Management Systems 1 protein science 1 molecular biology 1 recombinant protein expression 1 core protein biochemistry techniques 1 AI-enabled protein design 1 protein structural modeling 1 Microsoft Office Suite 1 SAP/LIMS 1 agronomy 1

Financial Services

Top skills by mentions in active job descriptions

Bank Secrecy Act 1 Anti-Money Laundering Regulations 1 Crypto and Digital Asset Ecosystems 1 REST 1 Junit 1 AngularJS 1 Pega BPM 1 Big Data technology 1 NoSQL 1 Distributed Caching 1

Internet

Top skills by mentions in active job descriptions

AWS 3 APIs 3 technical (test case execution, bug reporting, software tools) 1 Salesforce 1

Oil & Gas

Top skills by mentions in active job descriptions

Chemical Engineering 1 German 1 Italian 1 Electrical System Protection & Analysis 1 Electrical Power Engineering 1 Electrical Safety 1

Automobile

Top skills by mentions in active job descriptions

Market Research 1 Consumer Behavior Analysis 1 Marketing Strategy 1

FinTech

Top skills by mentions in active job descriptions

cloud-native engineering 1 platform operations 1 DevOps automation 1

Medical Equipment

Top skills by mentions in active job descriptions

Quality Management System 1 Medical Device Regulation 1 EU's Medical Device Regulation 1

About this data

Industry tagging is sourced from our company catalogue (AmbitionBox-seeded, 2,560+ companies). Skill mentions are extracted by a locally-hosted Qwen 2.5-3B reading every active JD. Backfill is in progress; coverage grows daily. Read the full methodology →

Methodology & data verification

Per-industry skill demand data. Verified by {BlackedPirate}, founder of Tevos. Last updated May 2, 2026. Read full methodology →