Period
to 22 June 2018

The table below provides summary statistics for permanent job vacancies advertised in the North West with a requirement for knowledge and experience of Twitter products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Twitter over the 6 months to 22 June 2018 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Twitter, Inc.

Twitter
England > North West
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 230 313 259
Rank change year-on-year +83 -54 +27
Permanent jobs citing Twitter 136 54 88
As % of all permanent IT jobs advertised in the North West 1.10% 0.42% 0.78%
As % of the Vendors category 2.38% 0.94% 1.83%
Number of salaries quoted 130 52 74
North West median annual salary £37,500 £40,000 £40,000
Median salary % change year-on-year -6.25% - +37.93%
10th Percentile £25,000 £25,575 £21,475
90th Percentile £52,500 £54,305 £47,500
England median annual salary £35,218 £42,500 £45,000
% change year-on-year -17.14% -5.56% +12.50%

Twitter is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services advertised in the North West.

All Vendors
North West
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 5,708 5,764 4,810
As % of all permanent IT jobs advertised in the North West 46.07% 44.71% 42.71%
Number of salaries quoted 4,621 4,659 3,958
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £25,000 £24,000 £23,000
90th Percentile £68,750 £63,750 £60,000
England median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +5.56% -

Twitter
Job Vacancy Trend in the North West

Job postings citing Twitter as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Twitter in the North West

Twitter
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Twitter in the North West.

Salary trend for Twitter in the North West

Twitter
Salary Histogram in the North West

The salary distribution of IT jobs citing Twitter in the North West over the 6 months to 22 June 2018.

Salary histogram for Twitter in the North West

Twitter
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Twitter within the North West region over the 6 months to 22 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +37 66 £37,500 -6.25% 24
Cheshire +36 51 £37,500 +66.67% 12
Merseyside +22 13 £42,500 - 2
Lancashire -5 6 £40,000 +23.08% 1
Twitter
England

For the 6 months to 22 June 2018, IT jobs citing Twitter also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for Twitter.

1 75 (55.15%) Agile Software Development
2 73 (53.68%) Google
3 48 (35.29%) HTML
3 48 (35.29%) JavaScript
4 39 (28.68%) C#
4 39 (28.68%) CSS
5 36 (26.47%) .NET
6 28 (20.59%) TDD
7 27 (19.85%) Scrum
7 27 (19.85%) AngularJS
8 25 (18.38%) Web Development
8 25 (18.38%) Problem-Solving
9 23 (16.91%) SQL Server
10 22 (16.18%) Java
10 22 (16.18%) HTML5
11 20 (14.71%) RESTful
11 20 (14.71%) SQL
12 19 (13.97%) Windows
13 18 (13.24%) PHP
13 18 (13.24%) ASP.NET
13 18 (13.24%) Facebook
14 17 (12.50%) Finance
15 16 (11.76%) Marketing
15 16 (11.76%) User Experience
16 15 (11.03%) SDLC
16 15 (11.03%) REST
16 15 (11.03%) MVC
17 14 (10.29%) Web Services
18 13 (9.56%) CSS3
18 13 (9.56%) jQuery

Twitter
Co-occurring IT Skills in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (2.21%) CMS
2 2 (1.47%) Apache Spark
2 2 (1.47%) EPiServer
2 2 (1.47%) Sitecore CMS
3 1 (0.74%) Apache Pig
3 1 (0.74%) MS Exchange
3 1 (0.74%) SharePoint
3 1 (0.74%) WordPress
Applications
1 4 (2.94%) Photoshop
2 1 (0.74%) Adobe After Effects
2 1 (0.74%) Adobe Creative Suite
2 1 (0.74%) Adobe Premiere
2 1 (0.74%) Microsoft Excel
2 1 (0.74%) Microsoft Office
Business Applications
1 3 (2.21%) Magento
Cloud Services
1 6 (4.41%) Amazon AWS
2 3 (2.21%) Microsoft Azure
2 3 (2.21%) SaaS
3 1 (0.74%) Adobe Analytics
3 1 (0.74%) Adobe Creative Cloud
3 1 (0.74%) Google Analytics
3 1 (0.74%) Office 365
Communications & Networking
1 3 (2.21%) Internet
2 2 (1.47%) SAN
2 2 (1.47%) VoIP
3 1 (0.74%) Firewall
3 1 (0.74%) Intranet
3 1 (0.74%) LAN
3 1 (0.74%) Network Security
3 1 (0.74%) WAN
Database & Business Intelligence
1 23 (16.91%) SQL Server
2 12 (8.82%) SQL Server 2016
3 8 (5.88%) MySQL
4 4 (2.94%) Big Data
4 4 (2.94%) Data Warehouse
4 4 (2.94%) SQL Server Reporting Services
5 2 (1.47%) Data Mining
5 2 (1.47%) Qlik Sense
5 2 (1.47%) QlikView
5 2 (1.47%) SQL Server Analysis Services
5 2 (1.47%) SQL Server Integration Services
6 1 (0.74%) Hadoop
6 1 (0.74%) NoSQL
6 1 (0.74%) Text Mining
Development Applications
1 13 (9.56%) Git (software)
2 12 (8.82%) Moq
2 12 (8.82%) MSTest
2 12 (8.82%) NUnit
2 12 (8.82%) Rhino Mocks
3 3 (2.21%) Team Foundation Server
4 2 (1.47%) Grunt
5 1 (0.74%) Balsamiq Mockups
5 1 (0.74%) Selenium
5 1 (0.74%) Visual Studio
General
1 17 (12.50%) Finance
2 16 (11.76%) Marketing
3 4 (2.94%) Games
3 4 (2.94%) Retail
4 2 (1.47%) Automotive
4 2 (1.47%) Legal
5 1 (0.74%) Advertising
5 1 (0.74%) Banking
5 1 (0.74%) Multimedia
Job Titles
1 93 (68.38%) Developer
2 19 (13.97%) .NET Developer
3 18 (13.24%) Web Developer
4 16 (11.76%) C# .NET Developer
4 16 (11.76%) C# Developer
5 15 (11.03%) Java Developer
6 12 (8.82%) Software Developer
7 10 (7.35%) PHP Developer
8 9 (6.62%) Designer
9 7 (5.15%) Full Stack Developer
9 7 (5.15%) JavaScript Developer
10 6 (4.41%) Junior
10 6 (4.41%) Junior Developer
10 6 (4.41%) Lead Developer
10 6 (4.41%) Lead Java Developer
11 5 (3.68%) Analyst
11 5 (3.68%) Graduate
11 5 (3.68%) Graduate Developer
11 5 (3.68%) Product Owner
12 4 (2.94%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 48 (35.29%) HTML
2 39 (28.68%) CSS
3 36 (26.47%) .NET
4 27 (19.85%) AngularJS
5 22 (16.18%) HTML5
6 20 (14.71%) RESTful
7 18 (13.24%) ASP.NET
8 15 (11.03%) REST
9 14 (10.29%) Web Services
10 13 (9.56%) CSS3
10 13 (9.56%) jQuery
11 12 (8.82%) Castle Windsor
11 12 (8.82%) Ninject
11 12 (8.82%) React
11 12 (8.82%) Spring.NET
11 12 (8.82%) Unity DI Container
11 12 (8.82%) WinForms
11 12 (8.82%) WPF
12 7 (5.15%) Sass
13 6 (4.41%) ASP.NET Web Forms
Miscellaneous
1 16 (11.76%) User Experience
2 12 (8.82%) Enterprise Software
2 12 (8.82%) Social Network
3 8 (5.88%) Greenfield Project
4 7 (5.15%) Analytical Skills
5 6 (4.41%) Mobile App
5 6 (4.41%) Social Media
6 5 (3.68%) Computer Science
7 4 (2.94%) Self-Motivation
8 2 (1.47%) Fintech
8 2 (1.47%) Linux Command Line
8 2 (1.47%) Smartphone
9 1 (0.74%) Blog
9 1 (0.74%) Data Structures
9 1 (0.74%) Graphic Design
9 1 (0.74%) Photography
Operating Systems
1 19 (13.97%) Windows
2 4 (2.94%) Windows Server
3 3 (2.21%) Android
3 3 (2.21%) Linux
4 2 (1.47%) Unix
5 1 (0.74%) Apple iOS
Processes & Methodologies
1 75 (55.15%) Agile Software Development
2 28 (20.59%) TDD
3 27 (19.85%) Scrum
4 25 (18.38%) Problem-Solving
4 25 (18.38%) Web Development
5 15 (11.03%) MVC
5 15 (11.03%) SDLC
6 13 (9.56%) Continuous Integration
7 12 (8.82%) Dependency Injection
7 12 (8.82%) Inversion of Control
7 12 (8.82%) Kanban
7 12 (8.82%) MVVM
7 12 (8.82%) Time Management
8 11 (8.09%) E-Commerce
9 10 (7.35%) Front End Development
9 10 (7.35%) Software Engineering
10 8 (5.88%) Collaborative Working
11 7 (5.15%) Mentoring
12 6 (4.41%) OOP
12 6 (4.41%) Prototyping
Programming Languages
1 48 (35.29%) JavaScript
2 39 (28.68%) C#
3 22 (16.18%) Java
4 20 (14.71%) SQL
5 18 (13.24%) PHP
6 5 (3.68%) T-SQL
7 3 (2.21%) Python
8 2 (1.47%) Apex Code
8 2 (1.47%) Ruby
9 1 (0.74%) Apple Swift
9 1 (0.74%) Groovy
9 1 (0.74%) Scala
Qualifications
1 12 (8.82%) Degree
2 3 (2.21%) Computer Science Degree
3 2 (1.47%) Microsoft Certification
4 1 (0.74%) CCNA
4 1 (0.74%) Cisco Certification
Quality Assurance & Compliance
1 2 (1.47%) QA
System Software
1 5 (3.68%) Docker
2 2 (1.47%) Active Directory
3 1 (0.74%) Hyper-V
3 1 (0.74%) VMware Infrastructure
Systems Management
1 1 (0.74%) Single Sign-On
Vendors
1 73 (53.68%) Google
2 18 (13.24%) Facebook
3 9 (6.62%) Microsoft
4 6 (4.41%) Salesforce.com
5 3 (2.21%) Adobe
5 3 (2.21%) IBM
5 3 (2.21%) PayPal
6 2 (1.47%) Sitecore
6 2 (1.47%) Tableau
7 1 (0.74%) Apple
7 1 (0.74%) Avaya
7 1 (0.74%) Cisco
7 1 (0.74%) Cloudera
7 1 (0.74%) Crimson Hexagon
7 1 (0.74%) Talend
7 1 (0.74%) Tealeaf
7 1 (0.74%) VMware