Period
to 23 November 2017

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 23 November 2017 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
23 Nov 2017
Same period 2016 Same period 2015
Rank 288 309 266
Rank change year-on-year +21 -43 +5
Permanent jobs citing Twitter 86 49 86
As % of all permanent IT jobs advertised in the North West 0.65% 0.39% 0.66%
As % of the Vendors category 1.39% 0.88% 1.53%
Number of salaries quoted 85 37 63
North West median annual salary £40,000 £32,500 £35,000
Median salary % change year-on-year +23.08% -7.14% -
10th Percentile £21,550 £27,200 £20,750
90th Percentile £60,000 £47,500 £55,000
England median annual salary £40,000 £42,750 £42,500
% change year-on-year -6.43% +0.59% +6.25%

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 6181 5589 5623
As % of all permanent IT jobs advertised in the North West 46.66% 44.70% 43.38%
Number of salaries quoted 4794 4451 4481
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £23,750 £24,000 £22,500
90th Percentile £66,250 £59,500 £57,500
England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +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 23 November 2017.

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 23 November 2017. 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 +1 44 £42,500 -5.56% 11
Cheshire -8 30 £32,250 -19.38% 11
Lancashire +10 8 £41,250 +33.06% 1
Merseyside +11 4 £40,000 +23.08% 3
Twitter
England

For the 6 months to 23 November 2017, IT jobs citing Twitter also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Twitter.

1 58 (67.44%) Google
2 39 (45.35%) C#
2 39 (45.35%) .NET
3 36 (41.86%) Agile Software Development
4 31 (36.05%) HTML
5 30 (34.88%) JavaScript
6 26 (30.23%) CSS
6 26 (30.23%) MVC
7 25 (29.07%) Facebook
8 24 (27.91%) SQL
9 23 (26.74%) SQL Server
10 21 (24.42%) E-Commerce
11 20 (23.26%) Degree
12 19 (22.09%) Marketing
12 19 (22.09%) ASP.NET
13 18 (20.93%) Scrum
13 18 (20.93%) jQuery
14 15 (17.44%) TDD
15 14 (16.28%) PHP
16 13 (15.12%) MySQL
16 13 (15.12%) CMS
17 12 (13.95%) Finance
17 12 (13.95%) Umbraco
17 12 (13.95%) Digital Marketing
18 11 (12.79%) Kanban
18 11 (12.79%) Web Development
18 11 (12.79%) SQL Server 2016
19 10 (11.63%) Ninject
19 10 (11.63%) Analytics
19 10 (11.63%) Enterprise Software

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 13 (15.12%) CMS
2 12 (13.95%) Umbraco
3 10 (11.63%) Drupal
4 9 (10.47%) Sitecore CMS
5 8 (9.30%) Sitefinity
6 4 (4.65%) WordPress
7 2 (2.33%) Apache Spark
7 2 (2.33%) JBoss
8 1 (1.16%) Apache
8 1 (1.16%) EPiServer
8 1 (1.16%) ExpressionEngine
Applications
1 2 (2.33%) InVision
Business Applications
1 7 (8.14%) Magento
Cloud Services
1 8 (9.30%) Amazon AWS
2 2 (2.33%) AWS CloudFormation
2 2 (2.33%) Microsoft Azure
2 2 (2.33%) SaaS
3 1 (1.16%) Cloud Computing
3 1 (1.16%) Google Analytics
3 1 (1.16%) Office 365
Communications & Networking
1 1 (1.16%) Intranet
Database & Business Intelligence
1 23 (26.74%) SQL Server
2 13 (15.12%) MySQL
3 11 (12.79%) SQL Server 2016
4 6 (6.98%) Big Data
5 2 (2.33%) Hadoop
6 1 (1.16%) Data Mining
6 1 (1.16%) Data Warehouse
6 1 (1.16%) NoSQL
6 1 (1.16%) Power BI
6 1 (1.16%) Qlik Sense
6 1 (1.16%) QlikView
6 1 (1.16%) Snowflake Schema
6 1 (1.16%) SQL Server Analysis Services
6 1 (1.16%) SQL Server Integration Services
6 1 (1.16%) SQL Server Reporting Services
Development Applications
1 10 (11.63%) MSTest
1 10 (11.63%) NUnit
2 8 (9.30%) Git (software)
3 4 (4.65%) Moq
3 4 (4.65%) Rhino Mocks
4 2 (2.33%) Axure RP
4 2 (2.33%) Balsamiq Mockups
4 2 (2.33%) Subversion
5 1 (1.16%) JIRA
General
1 19 (22.09%) Marketing
2 12 (13.95%) Finance
3 2 (2.33%) Retail
4 1 (1.16%) Advertising
Job Titles
1 59 (68.60%) Developer
2 23 (26.74%) .NET Developer
3 10 (11.63%) C# .NET Developer
3 10 (11.63%) C# Developer
4 9 (10.47%) Junior
4 9 (10.47%) Junior Developer
4 9 (10.47%) Software Developer
5 8 (9.30%) PHP Developer
6 7 (8.14%) Java Developer
6 7 (8.14%) Web Developer
7 6 (6.98%) C# WPF Developer
7 6 (6.98%) WPF Developer
8 5 (5.81%) Designer
8 5 (5.81%) Junior Software Developer
8 5 (5.81%) Technical Leader
9 4 (4.65%) Digital Executive
10 3 (3.49%) Magento Developer
10 3 (3.49%) UI Designer
10 3 (3.49%) UI/UX Designer
10 3 (3.49%) UX Designer
Libraries, Frameworks & Software Standards
1 39 (45.35%) .NET
2 31 (36.05%) HTML
3 26 (30.23%) CSS
4 19 (22.09%) ASP.NET
5 18 (20.93%) jQuery
6 10 (11.63%) Ninject
6 10 (11.63%) Spring.NET
6 10 (11.63%) Unity DI Container
6 10 (11.63%) WPF
7 9 (10.47%) Web Services
8 7 (8.14%) AngularJS
8 7 (8.14%) Symfony
9 6 (6.98%) Laravel
10 5 (5.81%) HTML5
10 5 (5.81%) React
10 5 (5.81%) Twitter Bootstrap
11 4 (4.65%) Castle Windsor
11 4 (4.65%) CSS3
11 4 (4.65%) REST
11 4 (4.65%) Sass
Miscellaneous
1 10 (11.63%) Enterprise Software
1 10 (11.63%) Social Network
2 7 (8.14%) Greenfield Project
3 6 (6.98%) User Experience
4 5 (5.81%) Social Media
5 4 (4.65%) Tandem
6 3 (3.49%) Linux Command Line
7 2 (2.33%) Computer Science
7 2 (2.33%) Graphic Design
7 2 (2.33%) W3C
8 1 (1.16%) Private Cloud
Operating Systems
1 8 (9.30%) Android
1 8 (9.30%) Apple iOS
1 8 (9.30%) Linux
1 8 (9.30%) Windows
2 5 (5.81%) Unix
3 2 (2.33%) Ubuntu
4 1 (1.16%) CentOS
4 1 (1.16%) Windows Server
Processes & Methodologies
1 36 (41.86%) Agile Software Development
2 26 (30.23%) MVC
3 21 (24.42%) E-Commerce
4 18 (20.93%) Scrum
5 15 (17.44%) TDD
6 12 (13.95%) Digital Marketing
7 11 (12.79%) Kanban
7 11 (12.79%) Web Development
8 10 (11.63%) Analytics
8 10 (11.63%) Continuous Integration
8 10 (11.63%) Dependency Injection
8 10 (11.63%) Inversion of Control
8 10 (11.63%) MVVM
9 9 (10.47%) Front End Development
10 7 (8.14%) OOP
11 5 (5.81%) OO
11 5 (5.81%) Prototyping
11 5 (5.81%) Time Management
12 4 (4.65%) Test Automation
12 4 (4.65%) Wireframes
Programming Languages
1 39 (45.35%) C#
2 30 (34.88%) JavaScript
3 24 (27.91%) SQL
4 14 (16.28%) PHP
5 7 (8.14%) Java
6 2 (2.33%) Python
6 2 (2.33%) T-SQL
7 1 (1.16%) Bash Shell
7 1 (1.16%) ES6
7 1 (1.16%) Go
7 1 (1.16%) PHP 5
7 1 (1.16%) PHP 7
7 1 (1.16%) Ruby
7 1 (1.16%) Scala
Qualifications
1 20 (23.26%) Degree
2 2 (2.33%) Computer Science Degree
2 2 (2.33%) Microsoft Certification
3 1 (1.16%) PhD
Quality Assurance & Compliance
1 1 (1.16%) QA
System Software
1 3 (3.49%) Docker
2 1 (1.16%) Hyper-V
2 1 (1.16%) VMware Infrastructure
Systems Management
1 3 (3.49%) Opscode Chef
1 3 (3.49%) Puppet
2 2 (2.33%) Terraform
3 1 (1.16%) Ansible
3 1 (1.16%) Kubernetes
3 1 (1.16%) SCCM
Vendors
1 58 (67.44%) Google
2 25 (29.07%) Facebook
3 9 (10.47%) Sitecore
4 4 (4.65%) Microsoft
5 3 (3.49%) Red Hat
6 2 (2.33%) IBM
6 2 (2.33%) PayPal
7 1 (1.16%) Salesforce.com
7 1 (1.16%) Tableau
7 1 (1.16%) VMware
7 1 (1.16%) Xamarin