Period
to 20 October 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 20 October 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
20 Oct 2018
Same period 2017 Same period 2016
Rank 260 340 302
Rank change year-on-year +80 -38 -7
Permanent jobs citing Twitter 101 31 50
As % of all permanent IT jobs advertised in the North West 0.86% 0.24% 0.41%
As % of the Vendors category 1.93% 0.53% 0.93%
Number of salaries quoted 96 31 39
North West median annual salary £38,500 £42,500 £35,000
Median salary % change year-on-year -9.41% +21.43% -
10th Percentile £25,000 £30,000 £27,500
90th Percentile £48,125 £60,000 £47,500
England median annual salary £37,500 £47,500 £42,500
% change year-on-year -21.05% +11.76% +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 5,223 5,902 5,348
As % of all permanent IT jobs advertised in the North West 44.69% 46.24% 43.93%
Number of salaries quoted 4,143 4,557 4,274
North West median annual salary £43,752 £42,500 £40,000
Median salary % change year-on-year +2.94% +6.25% -
10th Percentile £24,000 £23,500 £24,250
90th Percentile £70,000 £66,250 £60,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 20 October 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 20 October 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 +43 55 £40,000 -5.88% 32
Cheshire +50 36 £37,500 +36.36% 4
Merseyside - 7 £42,500 - 4
Lancashire +9 3 £26,875 -17.31% 2
Twitter
England

For the 6 months to 20 October 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 54 (53.47%) Agile Software Development
2 44 (43.56%) Google
3 34 (33.66%) C#
4 32 (31.68%) .NET
5 29 (28.71%) SQL Server
6 28 (27.72%) Scrum
7 26 (25.74%) TDD
7 26 (25.74%) Facebook
8 25 (24.75%) Finance
8 25 (24.75%) HTML
9 24 (23.76%) JavaScript
10 23 (22.77%) CSS
11 22 (21.78%) Continuous Integration
12 21 (20.79%) Kanban
12 21 (20.79%) Spring.NET
12 21 (20.79%) Ninject
12 21 (20.79%) Dependency Injection
12 21 (20.79%) Inversion of Control
12 21 (20.79%) MSTest
12 21 (20.79%) MVVM
12 21 (20.79%) SQL Server 2016
12 21 (20.79%) Enterprise Software
12 21 (20.79%) Unity DI Container
12 21 (20.79%) NUnit
12 21 (20.79%) WPF
12 21 (20.79%) Social Network
13 19 (18.81%) Problem-Solving
14 14 (13.86%) User Experience
15 13 (12.87%) AngularJS
15 13 (12.87%) HTML5

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 2 (1.98%) Apache Spark
2 1 (0.99%) Apache
2 1 (0.99%) Apache Pig
2 1 (0.99%) CMS
2 1 (0.99%) SharePoint
Applications
1 5 (4.95%) Photoshop
2 2 (1.98%) Microsoft Excel
3 1 (0.99%) Adobe After Effects
3 1 (0.99%) Adobe Creative Suite
3 1 (0.99%) Adobe Premiere
Business Applications
1 1 (0.99%) Magento
Cloud Services
1 9 (8.91%) Amazon AWS
2 4 (3.96%) SaaS
3 3 (2.97%) Microsoft Azure
4 1 (0.99%) GitHub
4 1 (0.99%) Google Analytics
4 1 (0.99%) npm
4 1 (0.99%) Yarn
Communications & Networking
1 4 (3.96%) SAN
2 3 (2.97%) Internet
3 2 (1.98%) Firewall
3 2 (1.98%) LAN
3 2 (1.98%) Network Security
3 2 (1.98%) VoIP
3 2 (1.98%) WAN
4 1 (0.99%) Intranet
Database & Business Intelligence
1 29 (28.71%) SQL Server
2 21 (20.79%) SQL Server 2016
3 4 (3.96%) Big Data
3 4 (3.96%) SQL Server Reporting Services
4 3 (2.97%) Data Warehouse
5 2 (1.98%) Data Mining
5 2 (1.98%) MySQL
5 2 (1.98%) Qlik Sense
5 2 (1.98%) QlikView
5 2 (1.98%) SQL Server Analysis Services
5 2 (1.98%) SQL Server Integration Services
6 1 (0.99%) Hadoop
6 1 (0.99%) NoSQL
6 1 (0.99%) Text Mining
Development Applications
1 21 (20.79%) MSTest
1 21 (20.79%) NUnit
2 11 (10.89%) Git (software)
3 6 (5.94%) Moq
3 6 (5.94%) Rhino Mocks
4 3 (2.97%) Grunt
5 2 (1.98%) Selenium
6 1 (0.99%) Atlassian Bamboo
6 1 (0.99%) Balsamiq Mockups
6 1 (0.99%) Bower
6 1 (0.99%) GitLab
6 1 (0.99%) gulp
6 1 (0.99%) Jenkins
6 1 (0.99%) JIRA
6 1 (0.99%) Visual Studio
General
1 25 (24.75%) Finance
2 11 (10.89%) Marketing
3 6 (5.94%) Retail
4 2 (1.98%) Automotive
4 2 (1.98%) Games
4 2 (1.98%) German Language
5 1 (0.99%) Music Industry
Job Titles
1 59 (58.42%) Developer
2 25 (24.75%) .NET Developer
3 24 (23.76%) C# .NET Developer
3 24 (23.76%) C# Developer
4 15 (14.85%) C# WPF Developer
4 15 (14.85%) WPF Developer
5 8 (7.92%) Web Developer
6 7 (6.93%) PHP Developer
7 5 (4.95%) Analyst
7 5 (4.95%) Designer
7 5 (4.95%) Java Developer
7 5 (4.95%) Product Owner
8 4 (3.96%) JavaScript Developer
8 4 (3.96%) Lead Developer
8 4 (3.96%) Software Developer
8 4 (3.96%) UX Designer
9 3 (2.97%) Graduate Developer
9 3 (2.97%) Junior .NET Developer
9 3 (2.97%) Junior ASP.NET Developer
9 3 (2.97%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 32 (31.68%) .NET
2 25 (24.75%) HTML
3 23 (22.77%) CSS
4 21 (20.79%) Ninject
4 21 (20.79%) Spring.NET
4 21 (20.79%) Unity DI Container
4 21 (20.79%) WPF
5 13 (12.87%) AngularJS
5 13 (12.87%) HTML5
5 13 (12.87%) RESTful
6 9 (8.91%) CSS3
7 7 (6.93%) React
7 7 (6.93%) REST
7 7 (6.93%) Sass
7 7 (6.93%) Web Services
8 6 (5.94%) ASP.NET
8 6 (5.94%) Castle Windsor
8 6 (5.94%) jQuery
8 6 (5.94%) WinForms
9 5 (4.95%) Laravel
Miscellaneous
1 21 (20.79%) Enterprise Software
1 21 (20.79%) Social Network
2 14 (13.86%) User Experience
3 4 (3.96%) Social Media
4 3 (2.97%) Mobile App
5 2 (1.98%) Fintech
5 2 (1.98%) Greenfield Project
5 2 (1.98%) Smartphone
6 1 (0.99%) Analytical Skills
6 1 (0.99%) Animation
6 1 (0.99%) Graphic Design
6 1 (0.99%) Linux Command Line
6 1 (0.99%) Photography
6 1 (0.99%) Public Cloud
Operating Systems
1 11 (10.89%) Windows
2 5 (4.95%) Linux
3 4 (3.96%) Windows Server
Processes & Methodologies
1 54 (53.47%) Agile Software Development
2 28 (27.72%) Scrum
3 26 (25.74%) TDD
4 22 (21.78%) Continuous Integration
5 21 (20.79%) Dependency Injection
5 21 (20.79%) Inversion of Control
5 21 (20.79%) Kanban
5 21 (20.79%) MVVM
6 19 (18.81%) Problem-Solving
7 12 (11.88%) E-Commerce
8 9 (8.91%) SDLC
8 9 (8.91%) Web Development
9 7 (6.93%) Front End Development
10 6 (5.94%) Analytics
10 6 (5.94%) Business Intelligence
10 6 (5.94%) Product Management
10 6 (5.94%) Stakeholder Engagement
11 5 (4.95%) Data Modelling
11 5 (4.95%) ETL
11 5 (4.95%) Software Engineering
Programming Languages
1 34 (33.66%) C#
2 24 (23.76%) JavaScript
3 12 (11.88%) SQL
4 10 (9.90%) PHP
5 8 (7.92%) Java
6 4 (3.96%) T-SQL
7 2 (1.98%) Apex Code
7 2 (1.98%) ES6
7 2 (1.98%) ES7
8 1 (0.99%) Python
8 1 (0.99%) Scala
Qualifications
1 3 (2.97%) Degree
2 2 (1.98%) CCNA
2 2 (1.98%) Cisco Certification
3 1 (0.99%) ISEB
Quality Assurance & Compliance
1 2 (1.98%) QA
2 1 (0.99%) WCAG
System Software
1 2 (1.98%) Docker
2 1 (0.99%) Active Directory
Vendors
1 44 (43.56%) Google
2 26 (25.74%) Facebook
3 4 (3.96%) IBM
3 4 (3.96%) PayPal
4 3 (2.97%) Adobe
5 2 (1.98%) Cisco
5 2 (1.98%) Salesforce.com
5 2 (1.98%) Tableau
6 1 (0.99%) Avaya
6 1 (0.99%) Cloudera
6 1 (0.99%) HubSpot
6 1 (0.99%) Microsoft
6 1 (0.99%) Talend
6 1 (0.99%) Tealeaf
6 1 (0.99%) Zend