motatoes/companies.ipynb

## companies.ipynb

      
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## dev_skills.csv

          
            1 to 100 employees
            101 to 1,000 employees
            1,001+ employees
            Average

            
              Problem-solving
              94.2%
              94.7%
              95.9%
              94.9%

            
              Programming language proficiency
              55.2%
              55.2%
              59.0%
              56.6%

            
              Debugging
              47.1%
              45.0%
              48.5%
              47.1%

            
              System design
              37.0%
              39.8%
              44.1%
              40.3%

            
              Performance optimization
              34.0%
              35.0%
              37.0%
              36.0%

            
              Code review capability
              36.3%
              36.3%
              35.0%
              35.8%

            
              Testing
              35.9%
              34.4%
              34.1%
              34.8%

            
              Frameworks proficiency
              26.1%
              23.3%
              22.8%
              24.2%

            
              Database design
              23.2%
              20.5%
              18.8%
              20.9%

            
              Codebase navigation
              17.6%
              14.2%
              13.2%
              15.1%
	1 to 100 employees	101 to 1,000 employees	1,001+ employees	Average
Problem-solving	94.2%	94.7%	95.9%	94.9%
Programming language proficiency	55.2%	55.2%	59.0%	56.6%
Debugging	47.1%	45.0%	48.5%	47.1%
System design	37.0%	39.8%	44.1%	40.3%
Performance optimization	34.0%	35.0%	37.0%	36.0%
Code review capability	36.3%	36.3%	35.0%	35.8%
Testing	35.9%	34.4%	34.1%	34.8%
Frameworks proficiency	26.1%	23.3%	22.8%	24.2%
Database design	23.2%	20.5%	18.8%	20.9%
Codebase navigation	17.6%	14.2%	13.2%	15.1%