Headcount in the US: 58,100
Top US locations: New York City, San Francisco, Chicago
Fastest-growing skills: Python, Java, Adobe Photoshop
Job functions with the most new hires: Accounting, finance, IT
Headcount in the US: 1,500
Top US locations: San Francisco, New York City, Salt Lake City
Fastest-growing skills: Media planning, data structures, Matlab
Job functions with the most new hires: Engineering, sales, entrepreneurship
Headcount in the US: 129,800
Top US locations: New York City, Washington, DC, Dallas-Fort Worth
Fastest-growing skills: Network engineering, C++, Microsoft SQL Server
Job functions with the most new hires: Sales, engineering, IT
Global headcount: 135,000
Top US locations: New York City, Philadelphia, San Francisco
Fastest-growing skills: Matlab, data analysis, laboratory skills
Job functions with the most new hires: Sales, research, operations
Headcount in the US: 22,000
Top US locations: San Francisco, Philadelphia, Seattle
Fastest-growing skills: Concur, data analysis, customer experience
Job functions with the most new hires: Sales, IT, engineering
Global headcount: 258,700
Top US locations: Charlotte, San Francisco, Minneapolis-St. Paul
Fastest-growing skills: Teller operations, operational risk, data analysis
Job functions with the most new hires: Finance, IT, support
Global headcount: 1,200
Top US locations: San Francisco, New York City, Denver
Fastest-growing skills: Analytical skills, consulting, human resources
Job functions with the most new hires: Engineering, human resources, IT
Headcount in the U.S.: 66,600
Top U.S. locations: New York City, Dallas/Fortworth, Tampa/St. Petersburg
Fastest-growing skills: Economics, HTML, JavaScript
Job functions with the most new hires: Finance, business development, IT
Global headcount: 36,600
Top US locations: New York City, Salt Lake City, Dallas-Fort Worth
Fastest-growing skills: CSS, Python, Adobe Photoshop
Job functions with the most new hires: Finance, business development, IT
Global headcount: 57,000
Top US locations: New York City, Atlanta, Los Angeles
Fastest-growing skills: Retirement services, social media marketing, Adobe Photoshop
Job functions with the most new hires: Sales, support, IT
Headcount in the US: 4,000
Top US locations: San Francisco, Los Angeles, New York City
Fastest-growing skills: Algorithms, machine learning, C
Job functions with the most new hires: Operations, engineering, community and social services
Global headcount: 204,000
Top US locations: New York City, Charlotte, Dallas-Fort Worth
Fastest-growing skills: Economics, Java, HTML
Job functions with the most new hires: Finance, sales, support
Global headcount: 201,000
Top US locations: Los Angeles, Orlando, New York City
Fastest-growing skills: Data analysis, Java, Python
Job functions with the most new hires: Operations, business development, media, and communications
Headcount in the US: 35,000
Top US locations: San Francisco, Reno, Los Angeles
Fastest-growing skills: Retail sales, C, merchandising
Job functions with the most new hires: Operations, engineering, support
Headcount in the US: 184,000
Top US locations: Philadelphia, New York City, Los Angeles
Fastest-growing skills: Java, Adobe Illustrator, JavaScript
Job functions with the most new hires: Sales, operations, engineering
Headcount in the US: 1,800
Top US locations: New York City, Los Angeles, Boston
Fastest-growing skills: Fundraising, Adobe Photoshop, video production
Job functions with the most new hires: Engineering, arts and design, sales
Headcount in the U.S.: 6,000
Top U.S. locations: New York City, San Francisco, Los Angeles
Fastest-growing skills: Construction management, construction, contract management
Job functions with the most new hires: Community and social services, operations, engineering
Headcount in the US: 37,500
Top US locations: San Francisco, Raleigh-Durham, Dallas-Fort Worth
Fastest-growing skills: Switching, data analysis, network administration
Job functions with the most new hires: Engineering, IT, sales
Headcount in the US: 5,700
Top US locations: Los Angeles, San Francisco, New York City
Fastest-growing skills: Publicity, social media marketing, digital marketing
Job functions with the most new hires: Media and communication, engineering, operations
Global headcount: 145,000
Top US locations: Austin, Boston, San Francisco
Fastest-growing skills: Data analysis, HTML, recruiting
Job functions with the most new hires: Sales, engineering, IT
Global headcount: 137,000
Top US locations: San Francisco, Boston, Denver
Fastest-growing skills: NetSuite, Oracle Cloud, Python
Job functions with the most new hires: Engineering, sales, IT
Headcount in US: 3,000
Top US locations: San Francisco, Portland, New York City
Fastest-growing skills: Adobe InDesign CC, agile methodologies, user experience design
Job functions with the most new hires: Engineering, arts and design, human resources
Global headcount: 132,000
Top US locations: San Francisco, New York City, Austin
Fastest-growing skills: Matlab, machine learning, Python
Job functions with the most new hires: Engineering, IT, sales
Headcount in the US: 10,000
Top US locations: San Francisco, New York City, Chicago
Fastest-growing skills: jQuery, R, cloud computing
Job functions with the most new hires: Operations, engineering, sales
Headcount in the US: 84,900
Top US locations: New York City, Washington, D.C., Chicago
Fastest-growing skills: Python, Adobe Photoshop, troubleshooting
Job functions with the most new hires: Consulting, accounting, business development
Headcount in the US: 22,000
Top US locations: San Francisco, Indianapolis, New York City
Fastest-growing skills: Data analysis, cold calling, sales management
Job functions with the most new hires: Sales, engineering, business development
Headcount in the US: 250,000
Top US locations: Seattle, San Francisco, New York City
Fastest-growing skills: Solution architecture, AWS, data structures
Job functions with the most new hires: Operations, engineering, sales
Global headcount: 36,000
Top US locations: San Francisco, Seattle, New York City
Fastest-growing skills: Data structures, pattern recognition, R
Job functions with the most new hires: Engineering, IT, program, and project management
Global headcount: 98,800
Top US locations: San Francisco Bay Area, New York City, Seattle
Fastest-growing skills: Data structures, R, Matlab
Job functions with the most new hires: Engineering, information technology, program and product management
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