Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Internet skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Internet over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Internet
UK > Scotland
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 148 123 137
Rank change year-on-year -25 +14 -24
Permanent jobs citing Internet 78 95 114
As % of all permanent IT jobs advertised in Scotland 1.38% 1.83% 1.78%
As % of the Communications & Networking category 10.96% 13.14% 15.72%
Number of salaries quoted 61 47 83
Scotland median annual salary £55,000 £45,000 £42,500
Median salary % change year-on-year +22.22% +5.88% -
10th Percentile £31,250 £32,500 £31,500
90th Percentile £90,000 £56,250 £54,750
UK median annual salary £45,000 £46,000 £45,000
% change year-on-year -2.17% +2.22% +5.88%

Internet is in the Communications and Computer Networking category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for communications or computer networking skills.

All Communications and Computer Networking Skills
Scotland
Permanent vacancies with a requirement for communications or computer networking skills 712 723 725
As % of all permanent IT jobs advertised in Scotland 12.62% 13.94% 11.31%
Number of salaries quoted 474 467 457
Scotland median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £29,825 £25,000 £24,000
90th Percentile £65,875 £57,500 £57,500
UK median annual salary £45,000 £45,000 £45,000

Internet
Job Vacancy Trend in Scotland

Job postings citing Internet as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Internet in Scotland

Internet
Salary Trend in Scotland

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

Salary trend for Internet in Scotland

Internet
Salary Histogram in Scotland

The salary distribution of IT jobs citing Internet in Scotland over the 6 months to 23 November 2017.

Salary histogram for Internet in Scotland

Internet
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Internet within the Scotland 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
Edinburgh -4 38 £57,500 +9.52% 1
Glasgow -31 31 £40,000 -20.00% 2
Falkirk +2 3 £45,000 -14.29%
Dundee -5 2 - -
Aberdeen - 2 £50,000 -
South Lanarkshire - 2 £48,750 -
Renfrewshire +6 1 £22,500 -
Internet
UK

For the 6 months to 23 November 2017, IT jobs citing Internet 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 Scotland region with a requirement for Internet.

1 25 (32.05%) Windows
1 25 (32.05%) Cisco
2 23 (29.49%) Microsoft Azure
3 22 (28.21%) VMware
4 21 (26.92%) Java
5 20 (25.64%) ITIL
5 20 (25.64%) Microsoft
6 19 (24.36%) Active Directory
7 18 (23.08%) Finance
7 18 (23.08%) Hyper-V
7 18 (23.08%) Analytical Skills
8 17 (21.79%) Windows Server
8 17 (21.79%) Change Management
8 17 (21.79%) DNS
9 16 (20.51%) JavaScript
9 16 (20.51%) Citrix
9 16 (20.51%) SCCM
10 15 (19.23%) Google
10 15 (19.23%) Microsoft Certification
10 15 (19.23%) Microsoft App-V
10 15 (19.23%) DHCP
11 14 (17.95%) Agile Software Development
11 14 (17.95%) XenApp
11 14 (17.95%) Windows Server 2012
12 13 (16.67%) VMware ESXi
12 13 (16.67%) Root Cause Analysis
12 13 (16.67%) Virtual Team
12 13 (16.67%) XenDesktop
12 13 (16.67%) SolarWinds
12 13 (16.67%) SCOM

Internet
Co-occurring IT Skills in Scotland 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 4 (5.13%) Confluence
1 4 (5.13%) IBM HTTP Server
1 4 (5.13%) SharePoint
1 4 (5.13%) Tomcat
1 4 (5.13%) WebSphere
1 4 (5.13%) WebSphere Application Server
2 3 (3.85%) IIS
2 3 (3.85%) WebSphere Portal
3 2 (2.56%) CMS
3 2 (2.56%) Skype for Business
4 1 (1.28%) IBM Notes
4 1 (1.28%) JBoss
4 1 (1.28%) Moodle
4 1 (1.28%) MS Exchange
4 1 (1.28%) Oracle Application Server
4 1 (1.28%) Totara
Applications
1 5 (6.41%) Microsoft Office
2 2 (2.56%) MS Visio
Cloud Services
1 23 (29.49%) Microsoft Azure
2 10 (12.82%) GitHub
3 8 (10.26%) Amazon AWS
4 3 (3.85%) Office 365
5 2 (2.56%) Google Cloud Platform
5 2 (2.56%) Google Compute Engine
5 2 (2.56%) IaaS
6 1 (1.28%) Yammer
Communications & Networking
1 17 (21.79%) DNS
2 15 (19.23%) DHCP
3 13 (16.67%) Firewall
4 12 (15.38%) LAN
4 12 (15.38%) WAN
5 8 (10.26%) VPN
6 7 (8.97%) SSL
7 6 (7.69%) HTTP
8 5 (6.41%) HTTPS
8 5 (6.41%) Network Security
8 5 (6.41%) VoIP
9 3 (3.85%) Cisco IOS
9 3 (3.85%) MPLS
9 3 (3.85%) WLAN
10 2 (2.56%) BGP
10 2 (2.56%) EIGRP
10 2 (2.56%) Intranet
10 2 (2.56%) IPsec
10 2 (2.56%) OSPF
10 2 (2.56%) Telnet
Database & Business Intelligence
1 9 (11.54%) NoSQL
2 7 (8.97%) MongoDB
2 7 (8.97%) Redis
3 6 (7.69%) SQL Server
4 5 (6.41%) Blockchain
4 5 (6.41%) Data Warehouse
5 3 (3.85%) Microsoft Analysis Services
5 3 (3.85%) SQL Server 2014
5 3 (3.85%) SQL Server 2016
5 3 (3.85%) SQL Server Analysis Services
5 3 (3.85%) SQL Server Integration Services
5 3 (3.85%) SQL Server Reporting Services
6 2 (2.56%) Big Data
6 2 (2.56%) MariaDB
6 2 (2.56%) Relational Database
7 1 (1.28%) ArangoDB
7 1 (1.28%) Oracle Database
7 1 (1.28%) Oracle Database 12c
7 1 (1.28%) RDBMS
7 1 (1.28%) SQL Server 2005
Development Applications
1 9 (11.54%) Bitbucket
2 6 (7.69%) JIRA
3 4 (5.13%) Jenkins
4 2 (2.56%) Selenium
4 2 (2.56%) WebDriver
5 1 (1.28%) Git (software)
5 1 (1.28%) Team Foundation Server
5 1 (1.28%) Visual Studio
General
1 18 (23.08%) Finance
2 9 (11.54%) Telecoms
3 8 (10.26%) Banking
4 5 (6.41%) Games
5 1 (1.28%) Manufacturing
5 1 (1.28%) Multimedia
5 1 (1.28%) Retail
Job Titles
1 23 (29.49%) Developer
2 15 (19.23%) Architect
3 13 (16.67%) Infrastructure Engineer
3 13 (16.67%) IT Engineer
4 12 (15.38%) IT Infrastructure Engineer
5 9 (11.54%) Java Developer
6 7 (8.97%) Digital Architect
6 7 (8.97%) Lead Architect
6 7 (8.97%) Network Engineer
7 6 (7.69%) Software Developer
7 6 (7.69%) Support Engineer
8 4 (5.13%) Senior Network Engineer
8 4 (5.13%) Technical Specialist
9 3 (3.85%) Analyst
9 3 (3.85%) Full Stack Developer
9 3 (3.85%) Internet Developer
9 3 (3.85%) Network Architect
9 3 (3.85%) SQL Developer
9 3 (3.85%) SQL Server Developer
10 2 (2.56%) Domain Architect
Libraries, Frameworks & Software Standards
1 11 (14.10%) Web Services
2 10 (12.82%) AngularJS
3 9 (11.54%) Drools
3 9 (11.54%) Spring
4 5 (6.41%) .NET
4 5 (6.41%) J2EE
4 5 (6.41%) JSON
5 4 (5.13%) ActiveMQ
5 4 (5.13%) Hibernate
5 4 (5.13%) RabbitMQ
5 4 (5.13%) React
6 3 (3.85%) REST
7 2 (2.56%) Angular 2
7 2 (2.56%) ASP.NET
7 2 (2.56%) ASP.NET MVC
7 2 (2.56%) LESS
7 2 (2.56%) Node.js
7 2 (2.56%) Ruby on Rails
7 2 (2.56%) Sass
8 1 (1.28%) CSS
Miscellaneous
1 18 (23.08%) Analytical Skills
2 13 (16.67%) Virtual Team
3 10 (12.82%) Internet of Things
4 7 (8.97%) Mobile Banking
4 7 (8.97%) Online Banking
5 5 (6.41%) DataPower
6 3 (3.85%) Data Centre
6 3 (3.85%) Mobile App
7 2 (2.56%) Algorithms
7 2 (2.56%) Driving Licence
7 2 (2.56%) Hybrid Cloud
7 2 (2.56%) Management Information System
7 2 (2.56%) Replication
7 2 (2.56%) Smartphone
8 1 (1.28%) Computer Science
8 1 (1.28%) e-Learning
8 1 (1.28%) Fintech
8 1 (1.28%) Music Streaming
8 1 (1.28%) PKI
Operating Systems
1 25 (32.05%) Windows
2 17 (21.79%) Windows Server
3 14 (17.95%) Windows Server 2012
4 13 (16.67%) Windows Server 2008
5 9 (11.54%) Linux
6 7 (8.97%) Unix
7 5 (6.41%) AIX
8 4 (5.13%) Red Hat Enterprise Linux
8 4 (5.13%) Solaris
9 3 (3.85%) Windows 7
10 2 (2.56%) Android
10 2 (2.56%) Windows 10
11 1 (1.28%) Apple iOS
11 1 (1.28%) Tru64
Processes & Methodologies
1 20 (25.64%) ITIL
2 17 (21.79%) Change Management
3 14 (17.95%) Agile Software Development
4 13 (16.67%) Application Packaging
4 13 (16.67%) Performance Management
4 13 (16.67%) Root Cause Analysis
4 13 (16.67%) Validation
5 11 (14.10%) Scrum
6 10 (12.82%) SOA
6 10 (12.82%) TDD
7 9 (11.54%) Open Source
7 9 (11.54%) Open Source Development
8 7 (8.97%) E-Commerce
8 7 (8.97%) Information Security
8 7 (8.97%) TOGAF
8 7 (8.97%) UML
9 6 (7.69%) Load Balancing
9 6 (7.69%) Microservices
10 5 (6.41%) Continuous Improvement
10 5 (6.41%) KYC
Programming Languages
1 21 (26.92%) Java
2 16 (20.51%) JavaScript
3 13 (16.67%) PowerShell
4 9 (11.54%) SQL
5 5 (6.41%) C#
5 5 (6.41%) Python
5 5 (6.41%) Ruby
5 5 (6.41%) Shell Script
6 4 (5.13%) T-SQL
7 3 (3.85%) Scala
8 2 (2.56%) TypeScript
9 1 (1.28%) PL/SQL
9 1 (1.28%) VB.NET
Qualifications
1 15 (19.23%) Microsoft Certification
2 13 (16.67%) MCSE
3 8 (10.26%) CCNP
3 8 (10.26%) Cisco Certification
4 7 (8.97%) ISEB
5 3 (3.85%) CCDP
5 3 (3.85%) CCIE
5 3 (3.85%) Degree
6 2 (2.56%) CCNA
6 2 (2.56%) ITIL Foundation Certificate
6 2 (2.56%) JNCIP
7 1 (1.28%) A+ Certification
7 1 (1.28%) Computer Science Degree
7 1 (1.28%) ITIL Certification
7 1 (1.28%) MCP
7 1 (1.28%) MCSA
7 1 (1.28%) SC Cleared
7 1 (1.28%) Security Cleared
Quality Assurance & Compliance
1 3 (3.85%) QA
2 2 (2.56%) Sarbanes-Oxley
2 2 (2.56%) SLA
System Software
1 19 (24.36%) Active Directory
2 18 (23.08%) Hyper-V
3 15 (19.23%) Microsoft App-V
4 14 (17.95%) XenApp
5 13 (16.67%) VMware ESXi
5 13 (16.67%) XenDesktop
6 9 (11.54%) VMware Infrastructure
7 4 (5.13%) Apache Flume
7 4 (5.13%) Docker
8 1 (1.28%) Oracle RAC
8 1 (1.28%) Tivoli Directory Server
Systems Management
1 16 (20.51%) SCCM
2 13 (16.67%) SCOM
3 8 (10.26%) Ansible
4 5 (6.41%) Opscode Chef
5 4 (5.13%) Puppet
6 2 (2.56%) Iperf
7 1 (1.28%) Enterprise Manager Cloud Control
7 1 (1.28%) Oracle RMAN
7 1 (1.28%) Systems Management Server (SMS)
7 1 (1.28%) Tivoli
7 1 (1.28%) Tivoli Identity Manager
Vendors
1 25 (32.05%) Cisco
2 22 (28.21%) VMware
3 20 (25.64%) Microsoft
4 16 (20.51%) Citrix
5 15 (19.23%) Google
6 13 (16.67%) SolarWinds
7 6 (7.69%) IBM
8 4 (5.13%) CheckPoint
9 3 (3.85%) Dell
9 3 (3.85%) Juniper
10 2 (2.56%) EMC
10 2 (2.56%) F5
10 2 (2.56%) McAfee
10 2 (2.56%) Oracle
10 2 (2.56%) Progress
11 1 (1.28%) Adobe
11 1 (1.28%) Altiris
11 1 (1.28%) CA
11 1 (1.28%) HP
11 1 (1.28%) Lotus