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80%
100%
120%
Av. skill proficiency of a company in your industry
60%
40%
20%
0%
Top 10% of companies on the Coursera platform
These skills insights across five major industries are derived from Coursera’s ecosystem of more than 118 million learners and over 3,500+ global businesses.
Tech Skills
Data & Analytics Skills
Business Skills
Tech Skills
Data & Analytics Skills
Business Skills
Web Development
Theoretical Computer Science
Software Engineering
Security Engineering
Operating Systems
Mobile Development
Databases
Computer Programming
Computer Networking
Cloud Computing
71%
49%
78%
66%
70%
50%
67%
65%
85%
70%
Statistical Programming
Probability & Statistics
Mathematics
Machine Learning
Data Visualization
Data Management
Data Analysis
75%
60%
44%
74%
77%
72%
78%
Supply Chain & Logistics
Sales
Marketing
Leadership & Management
Human Resources
Finance
Entrepreneurship
Communication
Business Analysis
Accounting
74%
83%
85%
78%
71%
65%
79%
78%
69%
58%
Tech Skills
Data & Analytics Skills
Business Skills
Tech Skills
Data & Analytics Skills
Business Skills
Web Development
Theoretical Computer Science
Software Engineering
Security Engineering
Operating Systems
Mobile Development
Databases
Computer Programming
Computer Networking
Cloud Computing
64%
55%
67%
50%
92%
72%
73%
72%
79%
67%
Statistical Programming
Probability & Statistics
Mathematics
Machine Learning
Data Visualization
Data Management
Data Analysis
73%
47%
34%
75%
83%
75%
86%
Supply Chain & Logistics
Sales
Marketing
Leadership & Management
Human Resources
Finance
Entrepreneurship
Communication
Business Analysis
Accounting
74%
58%
67%
67%
60%
50%
63%
82%
79%
52%
Tech Skills
Data & Analytics Skills
Business Skills
Tech Skills
Data & Analytics Skills
Business Skills
58%
38%
71%
66%
62%
62%
58%
64%
74%
60%
Web Development
Theoretical Computer Science
Software Engineering
Security Engineering
Operating Systems
Mobile Development
Databases
Computer Programming
Computer Networking
Cloud Computing
Statistical Programming
Probability & Statistics
Mathematics
Machine Learning
Data Visualization
Data Management
Data Analysis
65%
58%
30%
75%
72%
61%
75%
Supply Chain & Logistics
Sales
Marketing
Leadership & Management
Human Resources
Finance
Entrepreneurship
Communication
Business Analysis
Accounting
74%
71%
75%
70%
75%
59%
68%
68%
73%
62%
Tech Skills
Data & Analytics Skills
Business Skills
Tech Skills
Data & Analytics Skills
Business Skills
68%
44%
77%
70%
64%
77%
62%
50%
76%
67%
Web Development
Theoretical Computer Science
Software Engineering
Security Engineering
Operating Systems
Mobile Development
Databases
Computer Programming
Computer Networking
Cloud Computing
68%
61%
51%
74%
88%
72%
78%
Statistical Programming
Probability & Statistics
Mathematics
Machine Learning
Data Visualization
Data Management
Data Analysis
77%
75%
76%
83%
79%
71%
82%
90%
82%
72%
Supply Chain & Logistics
Sales
Marketing
Leadership & Management
Human Resources
Finance
Entrepreneurship
Communication
Business Analysis
Accounting
Tech Skills
Data & Analytics Skills
Business Skills
Tech Skills
Data & Analytics Skills
Business Skills
Web Development
Theoretical Computer Science
Software Engineering
Security Engineering
Operating Systems
Mobile Development
Databases
Computer Programming
Computer Networking
Cloud Computing
78%
67%
71%
67%
80%
65%
65%
75%
58%
67%
Statistical Programming
Probability & Statistics
Mathematics
Machine Learning
Data Visualization
Data Management
Data Analysis
79%
65%
65%
75%
73%
80%
81%
Supply Chain & Logistics
Sales
Marketing
Leadership & Management
Human Resources
Finance
Entrepreneurship
Communication
Business Analysis
Accounting
71%
71%
68%
77%
70%
82%
76%
80%
78%
66%
Telecom & Media
Technology
Retail & Consumer
Professional Services
Financial Services
Telecom & Media
Technology
Retail & Consumer
Professional Services
Financial Services
To view data, select your industry. Then, toggle between business, data and analytics, and tech skills data.
Skill benchmarks for top industries
120
100
80
60
40
20
0
Telecom & Media
Technology
Retail & Consumer
Professional Services
Financial Services
Telecom & Media
Technology
Retail & Consumer
Professional Services
Financial Services
Supply Chain & Logistics
Sales
Marketing
Leadership & Management
Human Resources
Finance
Entrepreneurship
Communication
Business Analysis
Accounting
Supply Chain & Logistics
Sales
Marketing
Leadership & Management
Human Resources
Finance
Entrepreneurship
Communication
Business Analysis
Accounting
Supply Chain & Logistics
Sales
Marketing
Leadership & Management
Human Resources
Finance
Entrepreneurship
Communication
Business Analysis
Accounting
Supply Chain & Logistics
Sales
Marketing
Leadership & Management
Human Resources
Finance
Entrepreneurship
Communication
Business Analysis
Accounting
Statistical Programming
Probability & Statistics
Mathematics
Machine Learning
Data Visualization
Data Management
Data Analysis
Statistical Programming
Probability & Statistics
Mathematics
Machine Learning
Data Visualization
Data Management
Data Analysis
Statistical Programming
Probability & Statistics
Mathematics
Machine Learning
Data Visualization
Data Management
Data Analysis
Statistical Programming
Probability & Statistics
Mathematics
Machine Learning
Data Visualization
Data Management
Data Analysis
Web Development
Theoretical Computer Science
Software Engineering
Security Engineering
Operating Systems
Mobile Development
Databases
Computer Programming
Computer Networking
Cloud Computing
Web Development
Theoretical Computer Science
Software Engineering
Security Engineering
Operating Systems
Mobile Development
Databases
Computer Programming
Computer Networking
Cloud Computing
Web Development
Theoretical Computer Science
Software Engineering
Security Engineering
Operating Systems
Mobile Development
Databases
Computer Programming
Computer Networking
Cloud Computing
Web Development
Theoretical Computer Science
Software Engineering
Security Engineering
Operating Systems
Mobile Development
Databases
Computer Programming
Computer Networking
Cloud Computing
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