Period
to 17 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Liverpool with a requirement for Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 17 November 2018 with a comparison to the same period in the previous 2 years.

Academic Degree
Merseyside > Liverpool
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 12 17 22
Rank change year-on-year +5 +5 -8
Permanent jobs citing Degree 68 68 101
As % of all permanent IT jobs advertised in Liverpool 11.85% 8.90% 9.42%
As % of the Qualifications category 44.74% 42.50% 28.69%
Number of salaries quoted 47 58 52
Liverpool median annual salary £41,500 £40,000 £38,375
Median salary % change year-on-year +3.75% +4.23% -4.06%
10th Percentile £29,300 £24,113 £19,900
90th Percentile £63,750 £62,250 £65,000
Merseyside median annual salary £41,000 £38,500 £37,700
% change year-on-year +6.49% +2.12% -8.61%

Degree is in the Academic Qualifications and Professional Certifications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Liverpool with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
Liverpool
Permanent vacancies requiring academic qualifications or professional certifications 152 160 352
As % of all permanent IT jobs advertised in Liverpool 26.48% 20.94% 32.84%
Number of salaries quoted 108 97 184
Liverpool median annual salary £42,000 £40,000 £40,000
Median salary % change year-on-year +5.00% - -
10th Percentile £26,250 £25,710 £26,250
90th Percentile £63,750 £61,500 £61,250
Merseyside median annual salary £41,000 £38,500 £40,000
% change year-on-year +6.49% -3.75% -

Degree
Job Vacancy Trend in Liverpool

Job postings citing Degree as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Degree in Liverpool

Degree
Salary Trend in Liverpool

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Degree in Liverpool.

Salary trend for Degree in Liverpool

Degree
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Degree in Liverpool over the 6 months to 17 November 2018.

Salary histogram for Degree in Liverpool

For the 6 months to 17 November 2018, IT jobs citing Degree 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 Liverpool region with a requirement for Degree.

1 22 (32.35%) Information Security
2 19 (27.94%) ISO/IEC 27001
3 18 (26.47%) JavaScript
4 15 (22.06%) Computer Science
5 14 (20.59%) Security Architecture
5 14 (20.59%) Continuous Improvement
6 13 (19.12%) PowerShell
6 13 (19.12%) .NET
6 13 (19.12%) Windows
7 12 (17.65%) Agile Software Development
8 11 (16.18%) Management Information System
8 11 (16.18%) GDPR
9 10 (14.71%) Telecoms
9 10 (14.71%) PCI DSS
10 9 (13.24%) REST
10 9 (13.24%) Procedural Programming
10 9 (13.24%) Micro Focus
10 9 (13.24%) Microsoft
10 9 (13.24%) SOAP
10 9 (13.24%) Due Diligence
10 9 (13.24%) Blue Prism
10 9 (13.24%) Robotic Process Automation
11 8 (11.76%) Analytical Skills
11 8 (11.76%) Time Management
11 8 (11.76%) Robotics
11 8 (11.76%) Mathematics
12 7 (10.29%) CISSP
12 7 (10.29%) Project Management
12 7 (10.29%) Finance
13 6 (8.82%) CISM

Degree
Co-occurring IT Skills in Liverpool 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 (2.94%) ArcGIS
1 2 (2.94%) SharePoint
2 1 (1.47%) Apache
2 1 (1.47%) JBoss
2 1 (1.47%) nginx
Applications
1 2 (2.94%) AutoCAD
2 1 (1.47%) Microsoft Office
2 1 (1.47%) MS Visio
Business Applications
1 1 (1.47%) Payment Gateway
1 1 (1.47%) SAP BPC
Cloud Services
1 6 (8.82%) Office 365
2 2 (2.94%) Amazon AWS
2 2 (2.94%) Amazon EC2
2 2 (2.94%) Amazon S3
2 2 (2.94%) Amazon SQS
2 2 (2.94%) AWS Lambda
2 2 (2.94%) Serverless
3 1 (1.47%) Asana
3 1 (1.47%) Dynamics 365
3 1 (1.47%) G Suite
3 1 (1.47%) Lucidchart
Communications & Networking
1 5 (7.35%) Internet
2 4 (5.88%) Firewall
2 4 (5.88%) Network Security
2 4 (5.88%) WAN
3 3 (4.41%) TCP/IP
4 2 (2.94%) BGP
4 2 (2.94%) Intrusion Detection
4 2 (2.94%) LAN
4 2 (2.94%) OSPF
4 2 (2.94%) VLAN
4 2 (2.94%) VoIP
4 2 (2.94%) WLAN
5 1 (1.47%) Intranet
5 1 (1.47%) Wireless
Database & Business Intelligence
1 6 (8.82%) SQL Server
2 5 (7.35%) Relational Database
3 4 (5.88%) BusinessObjects
3 4 (5.88%) Crystal Reports
4 3 (4.41%) MySQL
5 2 (2.94%) Amazon Aurora
5 2 (2.94%) Amazon RDS
5 2 (2.94%) Geospatial Data
5 2 (2.94%) GIS
5 2 (2.94%) MongoDB
5 2 (2.94%) QGIS
5 2 (2.94%) Spatial Data
5 2 (2.94%) SQL Server Integration Services
6 1 (1.47%) Couchbase
6 1 (1.47%) Data Mining
6 1 (1.47%) Hadoop
6 1 (1.47%) NoSQL
6 1 (1.47%) Power BI
6 1 (1.47%) SQL Server Reporting Services
Development Applications
1 4 (5.88%) Git (software)
2 2 (2.94%) Bitbucket
2 2 (2.94%) Mercurial
2 2 (2.94%) ReSharper
2 2 (2.94%) Visual Studio
3 1 (1.47%) Redmine
General
1 10 (14.71%) Telecoms
2 7 (10.29%) Finance
3 3 (4.41%) Manufacturing
4 2 (2.94%) Legal
4 2 (2.94%) Marketing
5 1 (1.47%) Advertising
5 1 (1.47%) Automotive
5 1 (1.47%) Games
5 1 (1.47%) Law
5 1 (1.47%) Multimedia
5 1 (1.47%) Pharmaceutical
5 1 (1.47%) Retail
5 1 (1.47%) Spanish Language
Job Titles
1 15 (22.06%) Analyst
2 12 (17.65%) Architect
3 10 (14.71%) Security Architect
4 9 (13.24%) Security Analyst
5 8 (11.76%) Automation Specialist
6 7 (10.29%) Developer
7 5 (7.35%) Information Analyst
7 5 (7.35%) Information Architect
7 5 (7.35%) Information Security Analyst
7 5 (7.35%) Information Security Architect
7 5 (7.35%) Team Leader
8 4 (5.88%) Applications Support
8 4 (5.88%) Applications Support Analyst
8 4 (5.88%) Front End Developer (Client-Side Developer)
8 4 (5.88%) IT Support
8 4 (5.88%) IT Support Analyst
8 4 (5.88%) Network Engineer
8 4 (5.88%) Operations Analyst
8 4 (5.88%) Security Operations Analyst
8 4 (5.88%) Support Analyst
Libraries, Frameworks & Software Standards
1 13 (19.12%) .NET
2 9 (13.24%) REST
2 9 (13.24%) SOAP
3 4 (5.88%) AngularJS
3 4 (5.88%) Backbone.js
3 4 (5.88%) Ember.js
3 4 (5.88%) React
3 4 (5.88%) RESTful
4 2 (2.94%) .NET Framework
4 2 (2.94%) ASP.NET Web API
4 2 (2.94%) Entity Framework
4 2 (2.94%) jQuery
4 2 (2.94%) KnockoutJS
4 2 (2.94%) Lambda Expressions
4 2 (2.94%) LINQ
4 2 (2.94%) YAML
5 1 (1.47%) Itk
5 1 (1.47%) JSON
5 1 (1.47%) RabbitMQ
5 1 (1.47%) XML
Miscellaneous
1 15 (22.06%) Computer Science
2 11 (16.18%) Management Information System
3 8 (11.76%) Analytical Skills
3 8 (11.76%) Robotics
4 5 (7.35%) Self-Motivation
5 4 (5.88%) Cyber Kill Chain
5 4 (5.88%) Cyberattack
6 2 (2.94%) Renewable Energy
7 1 (1.47%) Clustering
7 1 (1.47%) LIMS
7 1 (1.47%) Mobile App
7 1 (1.47%) NHS
7 1 (1.47%) Photography
7 1 (1.47%) Private Cloud
7 1 (1.47%) Replication
7 1 (1.47%) Social Gaming
7 1 (1.47%) Social Media
7 1 (1.47%) User Experience
Operating Systems
1 13 (19.12%) Windows
2 2 (2.94%) Linux
2 2 (2.94%) Windows 10
3 1 (1.47%) CentOS
Processes & Methodologies
1 22 (32.35%) Information Security
2 14 (20.59%) Continuous Improvement
2 14 (20.59%) Security Architecture
3 12 (17.65%) Agile Software Development
4 9 (13.24%) Due Diligence
4 9 (13.24%) Procedural Programming
4 9 (13.24%) Robotic Process Automation
5 8 (11.76%) Mathematics
5 8 (11.76%) Time Management
6 7 (10.29%) Project Management
7 6 (8.82%) Incident Management
7 6 (8.82%) IT Strategy
7 6 (8.82%) Penetration Testing
7 6 (8.82%) Problem-Solving
7 6 (8.82%) TOGAF
7 6 (8.82%) Waterfall
8 5 (7.35%) Data Protection
8 5 (7.35%) Front End Development
8 5 (7.35%) OWASP
8 5 (7.35%) TDD
Programming Languages
1 18 (26.47%) JavaScript
2 13 (19.12%) PowerShell
3 6 (8.82%) Python
4 5 (7.35%) SQL
5 4 (5.88%) VBA
6 3 (4.41%) Perl
7 2 (2.94%) C#
8 1 (1.47%) C
8 1 (1.47%) Ruby
8 1 (1.47%) Shell Script
8 1 (1.47%) T-SQL
Qualifications
1 7 (10.29%) CISSP
2 6 (8.82%) CISM
3 5 (7.35%) Chartered Engineer
3 5 (7.35%) CISA
4 3 (4.41%) Computer Science Degree
4 3 (4.41%) Master's Degree
5 2 (2.94%) CCNA
5 2 (2.94%) CCNP
5 2 (2.94%) Cisco Certification
5 2 (2.94%) Microsoft Certification
5 2 (2.94%) Numerate Degree
5 2 (2.94%) TOGAF Certification
6 1 (1.47%) CIPD
6 1 (1.47%) ISEB
6 1 (1.47%) ISTQB
6 1 (1.47%) MCSE
6 1 (1.47%) RHCA
Quality Assurance & Compliance
1 19 (27.94%) ISO/IEC 27001
2 11 (16.18%) GDPR
3 10 (14.71%) PCI DSS
4 6 (8.82%) COBIT
4 6 (8.82%) Cyber Essentials
5 5 (7.35%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (2.94%) NEBOSH
6 2 (2.94%) QA
7 1 (1.47%) Sarbanes-Oxley
System Software
1 1 (1.47%) Active Directory
1 1 (1.47%) Docker
1 1 (1.47%) Virtual Machines
1 1 (1.47%) VirtualBox
1 1 (1.47%) VMware Infrastructure
Systems Management
1 1 (1.47%) Ansible
1 1 (1.47%) CFEngine
1 1 (1.47%) Kubernetes
1 1 (1.47%) Nagios
1 1 (1.47%) Opscode Chef
1 1 (1.47%) Puppet
1 1 (1.47%) Rancher
1 1 (1.47%) Systems Management Server (SMS)
Vendors
1 9 (13.24%) Blue Prism
1 9 (13.24%) Micro Focus
1 9 (13.24%) Microsoft
2 4 (5.88%) CheckPoint
2 4 (5.88%) Darktrace
2 4 (5.88%) Digital Shadows
3 3 (4.41%) SolarWinds
4 2 (2.94%) Cisco
4 2 (2.94%) ESRI
4 2 (2.94%) Juniper
4 2 (2.94%) Mapinfo
4 2 (2.94%) SAP
4 2 (2.94%) Vectorworks
5 1 (1.47%) Adobe
5 1 (1.47%) Google
5 1 (1.47%) New Relic
5 1 (1.47%) Oracle
5 1 (1.47%) Sun
5 1 (1.47%) Tableau
5 1 (1.47%) VMware