Taxonomy

	A	B	D	E	G
1	Skills Needed		Skills Willing to Teach		Civic Interests
2	Frontend developer	Skills (* Please select from below)	Frontend developer	Skills (* Please select from below)	Arts and culture
3		HTML		HTML	Business and Economy
4		CSS		CSS	Finance
5		JavaScript		JavaScript	Children& Youth
6		D3		D3	City Services
7		Jade		Jade	Crime, Law & Justice
8		React		React	Government and Politics
9		Data visualization		Data visualization	Education
10		Other tools and technologies		Other tools and technologies	Environmental Sustainability
11	Backend developer		Backend developer		Public Health
12		Express		Express	Healthcare
13		Node		Node	Housing & Urban Planning
14		MongoDB		MongoDB	Social Equality & Human Rights
15		SQL		SQL	Labor & Employment
16		Rails		Rails	Transportation & Traffic
17		Flask		Flask
18		Go		Go
19		Java		Java
20		Python		Python
21		Ruby		Ruby
22		PHP		PHP
23		API design		API design
24		XML		XML
25		algorithm design		algorithm design
26		databases		databases
27		Parse		Parse
28		Other tools and technologies		Other tools and technologies
29	Full-stack developer		Full-stack developer
30		Distributed Systems		Distributed Systems
31	QA		QA
32		Automated Testing		Automated Testing
33		Manual Testing		Manual Testing
34	DevOps		DevOps
35		Amazon Web Services		Amazon Web Services
36		Azure		Azure
37		Google Cloud Services		Google Cloud Services
38		Cloud services		Cloud services
39	Mobile developer		Mobile developer
40		iOS		iOS
41		Objective-C		Objective-C
42		Swift		Swift
43		Android		Android
44	UI/UX Design		UI/UX Design	All
45		Prototyping		Prototyping
46		Wireframes		Wireframes
47		Visual Design		Visual Design
48	UX Researcher		User Researcher
49		User Research		User Research
50		User Interviewing		User Interviewing
51		User Testing		User Testing
52	Data Scientist		Data Scientist
53		Predictive modeling		Predictive modeling
54		R		R
55		Python		Python
56		Big data		Big data
57		Tableau		Tableau
58		Machine learning		Machine learning
59		Data analysis		Data analysis
60		Data management		Data management
61		Data modeling		Data modeling
62		Other tools and technologies		Other tools and technologies
63	Marketing		Marketing
64		Copywriting		Copywriting
65		Communications		Communications
66		Community engagement		Community engagement
67		Content Development		Content Development
68	Operations / Project Management		Operations / Project Management
69		Requirements gathering		Requirements gathering
70		Documentation		Documentation
71		Scheduling and planning		Scheduling and planning
72		Requirements gathering		Requirements gathering
73		Scheduling and planning		Scheduling and planning
74		Product Structure/Strategy		Product Structure/Strategy
75		Testing		Testing
76	Government/Politics		Government/Politics
77		Lobbying		Lobbying
78		Government Budgeting and operations		Government Budgeting and operations
79	Attorney / legal knowledge		Attorney / legal knowledge
80		Legal knowledge		Legal knowledge
81	Other		Other
82		Public speaking		Public speaking
83		Proficiency in a language other than English		Proficiency in a language other than English
84		Compliance		Compliance
85		Partnerships		Partnerships
86		Urban planner		Urban planner
87
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90
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93
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96
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98
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100