The table below looks at the statistics for Degree in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited Degree over the 3 months to 22 February 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Degree
Scotland / Edinburgh
Rank 10 6 7
Rank change year-on-year
-4 +1
Permanent jobs citing Degree 150 218 240
As % of all permanent IT jobs located in Edinburgh 13.51% 17.32% 17.82%
As % of the Qualifications category 60.73% 61.76% 62.50%
Number of salaries quoted 81 144 175
Median salary £42,500 £45,000 £43,500
Median salary % change year-on-year
-5.55% +3.44%
90% offered a salary of more than £25,000 £30,000 £30,000
10% offered a salary of more than £60,000 £70,000 £60,000
UK excluding London median salary £40,000 £40,000 £40,000

The following table is for comparison with the above and provides statistics for the entire Qualifications category in permanent jobs advertised in the Edinburgh region.

Qualifications Category
Edinburgh
Permanent IT job ads with a match in the
Qualifications category
247 353 384
As % of all permanent IT jobs located in Edinburgh 22.25% 28.04% 28.51%
Number of salaries quoted 147 233 247
Median salary £45,000 £47,500 £44,000
Median salary % change year-on-year
-5.26% +7.95%
90% offered a salary of more than £27,500 £32,500 £30,000
10% offered a salary of more than £61,750 £60,000 £67,500
UK excluding London median salary £42,500 £42,500 £42,500

Degree
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Degree as a proportion of all IT jobs with a match in the Qualifications category.

Degree Jobs Demand Trend in Edinburgh

Degree
Salary Trend in Edinburgh

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

Degree Salary Trend in Edinburgh

Degree
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Degree across the Edinburgh region over the 3 months to 22 February 2017.

Degree Salary Histogram in Edinburgh

Degree
Top 30 Related IT Skills in Edinburgh

For the 6 months to 22 February 2017, IT jobs citing Degree 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 Edinburgh region with a requirement for Degree.

1 106 (37.19%) Finance
2 87 (30.53%) Computer Science
3 84 (29.47%) Agile Software Development
3 84 (29.47%) Java
4 57 (20.00%) SQL
5 51 (17.89%) Analytical Skills
6 48 (16.84%) Project Management
7 45 (15.79%) Software Engineering
8 41 (14.39%) C#
9 40 (14.04%) HTML
9 40 (14.04%) .NET
10 37 (12.98%) JavaScript
11 34 (11.93%) Windows
12 33 (11.58%) Python
12 33 (11.58%) Microsoft
12 33 (11.58%) Analytics
13 30 (10.53%) Linux
14 29 (10.18%) CSS
15 27 (9.47%) Oracle
15 27 (9.47%) OO
16 25 (8.77%) Legal
16 25 (8.77%) C++
16 25 (8.77%) User Experience
17 24 (8.42%) MS Excel
17 24 (8.42%) Data Analysis
18 22 (7.72%) SAS
18 22 (7.72%) Relational Database
19 21 (7.37%) Mobile App
19 21 (7.37%) Risk Management
19 21 (7.37%) Hadoop

Degree
Top Related IT Skills in Edinburgh 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 22 (7.72%) SAS
2 15 (5.26%) IIS
3 13 (4.56%) Apache Pig
4 10 (3.51%) Tomcat
5 9 (3.16%) MS Exchange
6 7 (2.46%) CMS
7 6 (2.11%) Apache
7 6 (2.11%) Apache Spark
8 5 (1.75%) Exchange Server 2003
9 4 (1.40%) ArcGIS
9 4 (1.40%) Exchange Server 2010
9 4 (1.40%) Oracle SOA Suite
10 2 (0.70%) Confluence
10 2 (0.70%) Exchange Server 2013
10 2 (0.70%) GlassFish
10 2 (0.70%) JBoss
10 2 (0.70%) WebLogic
11 1 (0.35%) BizTalk Server
11 1 (0.35%) OpenStack
11 1 (0.35%) SharePoint
Applications
1 24 (8.42%) MS Excel
2 17 (5.96%) Adobe Creative Suite
3 9 (3.16%) MS Office
4 6 (2.11%) MS PowerPoint
5 3 (1.05%) Adobe Illustrator
5 3 (1.05%) Photoshop
6 1 (0.35%) Maya
6 1 (0.35%) SPSS
Business Applications
1 6 (2.11%) assyst
1 6 (2.11%) SAP HCM
2 2 (0.70%) SAP ERP
3 1 (0.35%) SAP MM
3 1 (0.35%) SAP PP
3 1 (0.35%) SAP QM
3 1 (0.35%) SAP S/4HANA
3 1 (0.35%) SAP SCM
3 1 (0.35%) SAP WM
3 1 (0.35%) Sonata
Cloud Services
1 10 (3.51%) Amazon AWS
2 9 (3.16%) Cloud Computing
3 6 (2.11%) iPaaS
3 6 (2.11%) Microsoft Azure
3 6 (2.11%) SaaS
3 6 (2.11%) SuccessFactors
4 4 (1.40%) GitHub
4 4 (1.40%) Slack
5 3 (1.05%) Office 365
5 3 (1.05%) PaaS
6 2 (0.70%) Amazon S3
6 2 (0.70%) Google Analytics
7 1 (0.35%) Amazon EC2
7 1 (0.35%) DigitalOcean
7 1 (0.35%) Google Cloud Platform
Communications & Networking
1 21 (7.37%) Network Security
2 13 (4.56%) Firewall
3 7 (2.46%) LAN
3 7 (2.46%) SAN
3 7 (2.46%) WAN
4 6 (2.11%) BGP
4 6 (2.11%) Internet
4 6 (2.11%) MPLS
4 6 (2.11%) OSPF
5 5 (1.75%) TCP/IP
5 5 (1.75%) Wireless
6 4 (1.40%) 802.11
6 4 (1.40%) Cisco Wireless
6 4 (1.40%) EIGRP
6 4 (1.40%) HSRP
6 4 (1.40%) Intrusion Detection
6 4 (1.40%) IPsec
6 4 (1.40%) NetScaler
6 4 (1.40%) VPN
6 4 (1.40%) Wireshark
Database & Business Intelligence
1 22 (7.72%) Relational Database
2 21 (7.37%) Hadoop
3 19 (6.67%) SQL Server
4 17 (5.96%) Apache Hive
4 17 (5.96%) Data Mining
5 16 (5.61%) RDBMS
6 14 (4.91%) MySQL
7 8 (2.81%) Big Data
8 6 (2.11%) PostgreSQL
9 5 (1.75%) GIS
9 5 (1.75%) NoSQL
10 4 (1.40%) Azure SQL Database
10 4 (1.40%) HBase
10 4 (1.40%) QGIS
11 2 (0.70%) Apache Cassandra
11 2 (0.70%) Oracle Database
11 2 (0.70%) Oracle Database 10g
12 1 (0.35%) MS Access
12 1 (0.35%) QlikView
12 1 (0.35%) Spotfire
Development Applications
1 15 (5.26%) Axure RP
2 14 (4.91%) Balsamiq Mockups
3 10 (3.51%) Jenkins
3 10 (3.51%) Maven
3 10 (3.51%) Subversion
4 8 (2.81%) Git (software)
5 7 (2.46%) Selenium
6 6 (2.11%) Eclipse
6 6 (2.11%) Visual Studio
7 5 (1.75%) JUnit
8 4 (1.40%) ERwin
8 4 (1.40%) NSubstitute
8 4 (1.40%) Travis CI
9 3 (1.05%) Ant
9 3 (1.05%) Bugzilla
9 3 (1.05%) Trac
10 2 (0.70%) Moq
10 2 (0.70%) NUnit
10 2 (0.70%) Oracle APEX
10 2 (0.70%) Xcode
General
1 106 (37.19%) Finance
2 25 (8.77%) Legal
3 19 (6.67%) Marketing
4 12 (4.21%) Banking
5 11 (3.86%) Law
6 6 (2.11%) Games
6 6 (2.11%) Retail
7 5 (1.75%) Retail Banking
8 3 (1.05%) Manufacturing
8 3 (1.05%) Telecoms
9 2 (0.70%) Financial Institution
10 1 (0.35%) Advertising
10 1 (0.35%) Aerospace
10 1 (0.35%) Automotive
10 1 (0.35%) Dutch Language
10 1 (0.35%) French Language
10 1 (0.35%) German Language
10 1 (0.35%) Investment Banking
10 1 (0.35%) Multimedia
10 1 (0.35%) Publishing
Job Titles
1 64 (22.46%) Developer
2 46 (16.14%) Consultant
3 36 (12.63%) Java Developer
4 31 (10.88%) Analyst
5 26 (9.12%) Software Engineer
6 23 (8.07%) Designer
7 21 (7.37%) UX Designer
8 17 (5.96%) Senior Designer
8 17 (5.96%) Senior UX Designer
9 15 (5.26%) Security Consultant
10 14 (4.91%) C# Developer
10 14 (4.91%) Graduate
11 13 (4.56%) Support Engineer
12 12 (4.21%) .NET Developer
12 12 (4.21%) Information Security Consultant
12 12 (4.21%) Senior Consultant
12 12 (4.21%) Senior Developer
13 11 (3.86%) Network Consultant
13 11 (3.86%) Network Security Consultant
13 11 (3.86%) Test Engineer
Libraries, Frameworks & Software Standards
1 40 (14.04%) .NET
1 40 (14.04%) HTML
2 29 (10.18%) CSS
3 18 (6.32%) HTML5
4 16 (5.61%) AngularJS
5 15 (5.26%) Spring
6 13 (4.56%) ASP.NET
6 13 (4.56%) Hibernate
6 13 (4.56%) J2EE
6 13 (4.56%) XML
7 12 (4.21%) JSP
8 10 (3.51%) ASP.NET MVC
8 10 (3.51%) Web Services
9 8 (2.81%) React
9 8 (2.81%) Ruby on Rails
9 8 (2.81%) Servlets
10 7 (2.46%) CSS3
10 7 (2.46%) REST
10 7 (2.46%) WCF
11 6 (2.11%) JPA
Miscellaneous
1 87 (30.53%) Computer Science
2 51 (17.89%) Analytical Skills
3 25 (8.77%) User Experience
4 21 (7.37%) Mobile App
5 16 (5.61%) Data Centre
6 15 (5.26%) Security Operations Centre
7 13 (4.56%) Algorithms
8 7 (2.46%) Enterprise Software
9 6 (2.11%) Augmented Reality
10 4 (1.40%) Blog
10 4 (1.40%) Credit Risk
10 4 (1.40%) Fintech
10 4 (1.40%) Taxonomies
11 3 (1.05%) Driving Licence
12 2 (0.70%) Data Structures
12 2 (0.70%) Distributed Denial-of-Service
12 2 (0.70%) Graphic Design
12 2 (0.70%) Management Information System
13 1 (0.35%) BBC
13 1 (0.35%) Replication
Operating Systems
1 34 (11.93%) Windows
2 30 (10.53%) Linux
3 14 (4.91%) Android
4 12 (4.21%) Apple iOS
5 9 (3.16%) Unix
5 9 (3.16%) Windows Server
6 5 (1.75%) Windows 7
7 3 (1.05%) CentOS
7 3 (1.05%) Windows Server 2012
8 2 (0.70%) Red Hat Enterprise Linux
8 2 (0.70%) Windows 8
8 2 (0.70%) Windows Server 2008
9 1 (0.35%) Embedded Linux
9 1 (0.35%) Oracle Linux
9 1 (0.35%) Ubuntu
Processes & Methodologies
1 84 (29.47%) Agile Software Development
2 48 (16.84%) Project Management
3 45 (15.79%) Software Engineering
4 33 (11.58%) Analytics
5 27 (9.47%) OO
6 24 (8.42%) Data Analysis
7 21 (7.37%) Risk Management
8 20 (7.02%) Anti-Money Laundering
9 19 (6.67%) Machine Learning
10 18 (6.32%) SDLC
10 18 (6.32%) Web Development
11 17 (5.96%) Information Security
11 17 (5.96%) ITIL
12 16 (5.61%) MVC
13 15 (5.26%) Functional Testing
13 15 (5.26%) KYC
13 15 (5.26%) Mentoring
13 15 (5.26%) Security Operations
13 15 (5.26%) Service Management
14 14 (4.91%) Security Architecture
Programming Languages
1 84 (29.47%) Java
2 57 (20.00%) SQL
3 41 (14.39%) C#
4 37 (12.98%) JavaScript
5 33 (11.58%) Python
6 25 (8.77%) C++
7 17 (5.96%) PHP
8 15 (5.26%) R
9 13 (4.56%) Ruby
10 12 (4.21%) Perl
11 10 (3.51%) PowerShell
12 7 (2.46%) C
12 7 (2.46%) PL/SQL
13 6 (2.11%) Bash Shell
14 4 (1.40%) MATLAB
14 4 (1.40%) VB.NET
14 4 (1.40%) XPath
15 2 (0.70%) Apple Swift
15 2 (0.70%) Objective-C
16 1 (0.35%) TypeScript
Qualifications
1 16 (5.61%) CISSP
2 12 (4.21%) IISP
3 11 (3.86%) Microsoft Certification
4 9 (3.16%) CISM
5 8 (2.81%) MCSE
6 7 (2.46%) Cisco Certification
7 6 (2.11%) ISEB
7 6 (2.11%) ITIL Certification
8 5 (1.75%) CCNA
8 5 (1.75%) ISTQB
9 3 (1.05%) HND
10 2 (0.70%) MCP
11 1 (0.35%) BICSI Certification
11 1 (0.35%) BICSI RCDD
11 1 (0.35%) CISA
11 1 (0.35%) MCDST
11 1 (0.35%) MCITP
11 1 (0.35%) Postgraduate
11 1 (0.35%) PRINCE2 Certification
11 1 (0.35%) Security Cleared
Quality Assurance & Compliance
1 18 (6.32%) ISO/IEC 27001
2 11 (3.86%) PCI DSS
3 10 (3.51%) COBIT
4 4 (1.40%) Data Quality
5 3 (1.05%) SLA
6 2 (0.70%) Disclosure Scotland
7 1 (0.35%) DO-254
7 1 (0.35%) ISO 9001
System Software
1 11 (3.86%) Active Directory
2 10 (3.51%) VMware Infrastructure
3 7 (2.46%) VMware ESX
4 4 (1.40%) Docker
4 4 (1.40%) Hyper-V
5 2 (0.70%) KVM
6 1 (0.35%) Gluster
6 1 (0.35%) Samba
6 1 (0.35%) VMware Workstation
6 1 (0.35%) Xen
Systems Management
1 13 (4.56%) Ambari
2 6 (2.11%) Cacti
3 4 (1.40%) Nagios
4 3 (1.05%) Cisco Prime
4 3 (1.05%) McAfee ePO
5 2 (0.70%) HP Quality Center
5 2 (0.70%) SCCM
6 1 (0.35%) NetVault Backup
6 1 (0.35%) Opscode Chef
6 1 (0.35%) Puppet
Vendors
1 33 (11.58%) Microsoft
2 27 (9.47%) Oracle
3 20 (7.02%) Splunk
4 19 (6.67%) Adobe
5 15 (5.26%) VMware
6 14 (4.91%) ArcSight
6 14 (4.91%) Cisco
7 13 (4.56%) Google
8 9 (3.16%) F5
9 8 (2.81%) SAP
10 6 (2.11%) Alterian
10 6 (2.11%) CheckPoint
10 6 (2.11%) Intel
11 5 (1.75%) Juniper
12 4 (1.40%) Citrix
12 4 (1.40%) IBM
12 4 (1.40%) MuleSoft
12 4 (1.40%) SolarWinds
12 4 (1.40%) Teradata
13 3 (1.05%) Vermilion
Edinburgh, Midlothian
Abrecco
Salary: Competitive
Posted: 9 hours ago
Edinburgh, Midlothian
Search Consultancy
Posted: Yesterday
Edinburgh, Midlothian
Oho Group Ltd.
Salary: £40000 - £70000 per annum
Posted: 21 hours ago
Edinburgh, Midlothian
NCC Group
Salary: competitive entry-level salary + excellent company benefits
Posted: 4 days ago
Edinburgh, Midlothian
ClearCube Consulting
Salary: From £70,000 to £90,000 per annum + Bonus + Shares + Benefits
Posted: 4 days ago
Edinburgh, Midlothian
Oho Group Ltd.
Salary: £30000 - £80000 per annum
Posted: 4 days ago
Edinburgh
G2 Recruitment Solutions
Salary: £NEG
Posted: 6 days ago
Edinburgh
Churchill Frank
Salary: £41000 - £61000 per annum + Benefits
Posted: 3 days ago
Edinburgh
Cathcart Associates
Salary: £30000 - £48000 per annum + Employee Benefits
Posted: 11 days ago
Edinburgh
Churchill Frank
Salary: £50000 - £61000 per annum
Posted: 8 days ago
Edinburgh
Pearson Frank
Salary: £35000 - £45000 per annum + 5%
Posted: 13 days ago
Edinburgh, Midlothian
GO Partnership Ltd
Salary: Benefits + Training
Posted: 5 days ago
Edinburgh & Lothians
Sopra Steria Recruitment
Salary: Depending on experience plus excellent benefits
Posted: 5 days ago
Edinburgh
Cathcart Associates
Salary: £23000 - £27000 per annum
Posted: 14 days ago
Edinburgh
Recruitment Genius Ltd
Salary: £30000 - £50000 per annum
Posted: 25 days ago
Edinburgh
Net-Recruit.co.uk
Salary: Competitive DOE
Posted: 27 days ago
Edinburgh, Midlothian
Evolve IT Recruitment Ltd
Salary: Negotiable
Posted: Yesterday
Edinburgh
Churchill Frank
Salary: £50000 - £65000 per annum + Benefits
Posted: 27 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £65000 per annum + benefits
Posted: 27 days ago
Edinburgh
Net-Recruit.co.uk
Salary: Competitive DOE
Posted: 27 days ago
Edinburgh, Midlothian
CGI
Salary: £30000 - £40000 per annum + benefits
Posted: 27 days ago
Edinburgh
Computer Futures
Salary: £40000 - £50000 per annum + competitive
Posted: 22 days ago