Period
to 22 February 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 February 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 Feb 2018
Same period 2017 Same period 2016
Rank 231 326 244
Rank change year-on-year +95 -82 +5
Permanent jobs citing Twitter 139 44 104
As % of all permanent IT jobs advertised in the North West 1.09% 0.36% 0.87%
As % of the Vendors category 2.29% 0.80% 2.07%
Number of salaries quoted 137 34 93
North West median annual salary £37,500 £42,500 £35,000
Median salary % change year-on-year -11.76% +21.43% +16.67%
10th Percentile £25,000 £25,500 £21,250
90th Percentile £55,500 £53,763 £55,000
England median annual salary £37,500 £45,000 £45,000
% change year-on-year -16.67% - +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 6,079 5,471 5,020
As % of all permanent IT jobs advertised in the North West 47.51% 44.21% 41.98%
Number of salaries quoted 4,857 4,440 4,070
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £25,000 £23,250 £22,500
90th Percentile £67,500 £60,000 £57,500
England median annual salary £47,500 £47,000 £45,000
% change year-on-year +1.06% +4.44% -

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 February 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 February 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 +38 60 £37,500 -16.67% 49
Cheshire -4 53 £36,250 +61.11% 15
Merseyside - 14 £38,750 - 1
Lancashire +12 12 £45,000 +60.71% 11
Twitter
England

For the 6 months to 22 February 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.

1 105 (75.54%) Google
2 64 (46.04%) Agile Software Development
3 54 (38.85%) C#
3 54 (38.85%) .NET
4 41 (29.50%) JavaScript
5 37 (26.62%) HTML
6 34 (24.46%) SQL
6 34 (24.46%) ASP.NET
7 32 (23.02%) Degree
8 31 (22.30%) MVC
9 30 (21.58%) CSS
10 28 (20.14%) Facebook
11 27 (19.42%) TDD
11 27 (19.42%) Scrum
12 25 (17.99%) SQL Server
13 24 (17.27%) PHP
14 22 (15.83%) Web Development
15 20 (14.39%) Windows
16 19 (13.67%) Java
17 18 (12.95%) Finance
18 17 (12.23%) E-Commerce
18 17 (12.23%) Marketing
18 17 (12.23%) Analytics
18 17 (12.23%) SQL Server 2016
19 16 (11.51%) AngularJS
19 16 (11.51%) jQuery
19 16 (11.51%) Kanban
20 15 (10.79%) Continuous Integration
20 15 (10.79%) Spring.NET
20 15 (10.79%) Dependency Injection

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 12 (8.63%) CMS
2 5 (3.60%) Apache Spark
2 5 (3.60%) Umbraco
3 4 (2.88%) Sitecore CMS
4 3 (2.16%) EPiServer
4 3 (2.16%) WordPress
5 2 (1.44%) JBoss
6 1 (0.72%) Drupal
6 1 (0.72%) MS Exchange
6 1 (0.72%) Sitefinity
Applications
1 2 (1.44%) InVision
2 1 (0.72%) Adobe Creative Suite
2 1 (0.72%) Microsoft Office
2 1 (0.72%) Photoshop
Business Applications
1 10 (7.19%) Magento
2 1 (0.72%) Cognos TM1
Cloud Services
1 11 (7.91%) Amazon AWS
2 5 (3.60%) Google Analytics
2 5 (3.60%) Microsoft Azure
3 3 (2.16%) AdWords
3 3 (2.16%) SaaS
4 2 (1.44%) AWS CloudFormation
4 2 (1.44%) Office 365
5 1 (0.72%) Adobe Analytics
5 1 (0.72%) Adobe Creative Cloud
5 1 (0.72%) iTunes
Communications & Networking
1 2 (1.44%) Internet
2 1 (0.72%) Intranet
Database & Business Intelligence
1 25 (17.99%) SQL Server
2 17 (12.23%) SQL Server 2016
3 13 (9.35%) MySQL
4 7 (5.04%) Big Data
5 5 (3.60%) Hadoop
6 3 (2.16%) SQL Server Integration Services
6 3 (2.16%) SQL Server Reporting Services
7 2 (1.44%) Amazon Redshift
7 2 (1.44%) Data Mining
7 2 (1.44%) Data Warehouse
7 2 (1.44%) MongoDB
7 2 (1.44%) Oracle Database
7 2 (1.44%) Oracle Database 11g
7 2 (1.44%) Oracle Database 12c
7 2 (1.44%) Oracle Reports
7 2 (1.44%) Power BI
7 2 (1.44%) Qlik Sense
7 2 (1.44%) QlikView
7 2 (1.44%) Snowflake Schema
7 2 (1.44%) SQL Server Analysis Services
Development Applications
1 15 (10.79%) Moq
1 15 (10.79%) MSTest
1 15 (10.79%) NUnit
1 15 (10.79%) Rhino Mocks
2 8 (5.76%) Git (software)
3 2 (1.44%) Axure RP
3 2 (1.44%) Balsamiq Mockups
4 1 (0.72%) JIRA
4 1 (0.72%) Subversion
General
1 18 (12.95%) Finance
2 17 (12.23%) Marketing
3 5 (3.60%) Advertising
4 2 (1.44%) Legal
5 1 (0.72%) Banking
5 1 (0.72%) Multimedia
5 1 (0.72%) Retail
Job Titles
1 95 (68.35%) Developer
2 23 (16.55%) .NET Developer
3 19 (13.67%) Software Developer
4 15 (10.79%) C# .NET Developer
4 15 (10.79%) C# Developer
5 11 (7.91%) Java Developer
6 10 (7.19%) Junior
6 10 (7.19%) Junior Developer
6 10 (7.19%) PHP Developer
7 9 (6.47%) Web Developer
8 7 (5.04%) Technical Leader
9 6 (4.32%) Designer
9 6 (4.32%) Junior Software Developer
10 5 (3.60%) Digital Executive
10 5 (3.60%) Lead Developer
10 5 (3.60%) Magento Developer
11 4 (2.88%) Applications Developer
11 4 (2.88%) Data Scientist
11 4 (2.88%) Lead Java Developer
11 4 (2.88%) Senior Developer
Libraries, Frameworks & Software Standards
1 54 (38.85%) .NET
2 37 (26.62%) HTML
3 34 (24.46%) ASP.NET
4 30 (21.58%) CSS
5 16 (11.51%) AngularJS
5 16 (11.51%) jQuery
6 15 (10.79%) Castle Windsor
6 15 (10.79%) Ninject
6 15 (10.79%) Spring.NET
6 15 (10.79%) Unity DI Container
6 15 (10.79%) WinForms
6 15 (10.79%) WPF
7 13 (9.35%) Web Services
8 10 (7.19%) REST
9 9 (6.47%) HTML5
10 8 (5.76%) ASP.NET MVC
10 8 (5.76%) RESTful
11 7 (5.04%) ASP.NET Web Forms
11 7 (5.04%) CSS3
12 6 (4.32%) Twitter Bootstrap
Miscellaneous
1 15 (10.79%) Enterprise Software
1 15 (10.79%) Social Network
2 11 (7.91%) Greenfield Project
3 10 (7.19%) Social Media
4 9 (6.47%) User Experience
5 5 (3.60%) Computer Science
6 4 (2.88%) Linux Command Line
6 4 (2.88%) Mobile App
6 4 (2.88%) Tandem
7 3 (2.16%) Analytical Skills
8 2 (1.44%) Graphic Design
8 2 (1.44%) W3C
9 1 (0.72%) Blog
9 1 (0.72%) Private Cloud
Operating Systems
1 20 (14.39%) Windows
2 6 (4.32%) Linux
2 6 (4.32%) Unix
3 5 (3.60%) Android
4 3 (2.16%) Apple iOS
5 2 (1.44%) Ubuntu
5 2 (1.44%) Windows Server
6 1 (0.72%) CentOS
Processes & Methodologies
1 64 (46.04%) Agile Software Development
2 31 (22.30%) MVC
3 27 (19.42%) Scrum
3 27 (19.42%) TDD
4 22 (15.83%) Web Development
5 17 (12.23%) Analytics
5 17 (12.23%) E-Commerce
6 16 (11.51%) Kanban
7 15 (10.79%) Continuous Integration
7 15 (10.79%) Dependency Injection
7 15 (10.79%) Inversion of Control
7 15 (10.79%) MVVM
8 11 (7.91%) Data Science
8 11 (7.91%) OOP
9 9 (6.47%) Time Management
10 8 (5.76%) Front End Development
10 8 (5.76%) Software Engineering
11 7 (5.04%) ETL
11 7 (5.04%) Prototyping
11 7 (5.04%) SEO
Programming Languages
1 54 (38.85%) C#
2 41 (29.50%) JavaScript
3 34 (24.46%) SQL
4 24 (17.27%) PHP
5 19 (13.67%) Java
6 6 (4.32%) Python
7 3 (2.16%) Ruby
7 3 (2.16%) T-SQL
8 2 (1.44%) Apple Swift
8 2 (1.44%) PL/SQL
9 1 (0.72%) Bash Shell
9 1 (0.72%) Go
9 1 (0.72%) PHP 5
9 1 (0.72%) PHP 7
9 1 (0.72%) Scala
Qualifications
1 32 (23.02%) Degree
2 6 (4.32%) Microsoft Certification
3 4 (2.88%) PhD
4 3 (2.16%) Computer Science Degree
Quality Assurance & Compliance
1 2 (1.44%) QA
System Software
1 5 (3.60%) Docker
2 2 (1.44%) Hyper-V
2 2 (1.44%) VMware Infrastructure
3 1 (0.72%) Active Directory
Systems Management
1 3 (2.16%) Opscode Chef
1 3 (2.16%) Puppet
2 2 (1.44%) Terraform
3 1 (0.72%) Ansible
3 1 (0.72%) Kubernetes
3 1 (0.72%) SCCM
Vendors
1 105 (75.54%) Google
2 28 (20.14%) Facebook
3 12 (8.63%) Microsoft
4 4 (2.88%) Salesforce.com
4 4 (2.88%) Sitecore
5 3 (2.16%) IBM
5 3 (2.16%) PayPal
5 3 (2.16%) Red Hat
6 2 (1.44%) Apple
6 2 (1.44%) Oracle
6 2 (1.44%) Tableau
6 2 (1.44%) VMware
7 1 (0.72%) Adobe
7 1 (0.72%) Cognos
7 1 (0.72%) Crimson Hexagon
7 1 (0.72%) Xamarin