The table below looks at the statistics for MS Excel skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited MS Excel over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Microsoft Office Excel
Rank 32 28 21
Rank change year-on-year
-4 -7
Permanent jobs citing MS Excel 63 106 161
As % of all permanent IT jobs located in Edinburgh 5.51% 6.73% 10.56%
As % of the Applications category 63.00% 67.09% 71.24%
Number of salaries quoted 43 67 129
Median salary £41,500 £40,000 £40,000
Median salary % change year-on-year
+3.75% -
90% offered a salary of more than £23,900 £30,000 £28,300
10% offered a salary of more than £65,000 £57,500 £55,000
UK excluding London median salary £37,500 £37,500 £35,000
% change year-on-year
- +7.14%
MS Excel
Scotland

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

Applications Category
Edinburgh
Permanent IT job ads with a match in the
Applications category
100 158 226
As % of all permanent IT jobs located in Edinburgh 8.75% 10.03% 14.83%
Number of salaries quoted 68 101 175
Median salary £30,000 £38,750 £40,500
Median salary % change year-on-year
-22.58% -4.32%
90% offered a salary of more than £23,900 £25,000 £27,500
10% offered a salary of more than £50,700 £55,000 £59,750
UK excluding London median salary £36,000 £35,000 £34,000
% change year-on-year
+2.85% +2.94%

MS Excel
Jobs Demand Trend in Edinburgh

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

MS Excel Jobs Demand Trend in Edinburgh

MS Excel
Salary Trend in Edinburgh

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

MS Excel Salary Trend in Edinburgh

MS Excel
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing MS Excel across the Edinburgh region over the 3 months to 30 September 2016.

MS Excel Salary Histogram in Edinburgh

MS Excel
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 September 2016, IT jobs citing MS Excel 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 MS Excel.

1 122 (72.62%) Microsoft
2 68 (40.48%) Finance
3 65 (38.69%) SQL
4 59 (35.12%) SQL Server
5 46 (27.38%) Windows
6 45 (26.79%) MS Office
7 41 (24.40%) Analytical Skills
8 40 (23.81%) Degree
8 40 (23.81%) C#
9 28 (16.67%) Business Intelligence
9 28 (16.67%) Agile Software Development
10 27 (16.07%) .NET
11 25 (14.88%) MS PowerPoint
12 23 (13.69%) SQL Server Integration Services
12 23 (13.69%) SQL Server Reporting Services
12 23 (13.69%) Windows Server
13 22 (13.10%) Computer Science
13 22 (13.10%) Active Directory
14 21 (12.50%) CRM
15 20 (11.90%) SharePoint
15 20 (11.90%) JavaScript
15 20 (11.90%) Project Management
15 20 (11.90%) Scrum
16 19 (11.31%) ASP.NET
16 19 (11.31%) Analytics
17 17 (10.12%) Mentoring
17 17 (10.12%) VMware Infrastructure
17 17 (10.12%) CSS
17 17 (10.12%) HTML
17 17 (10.12%) VMware

MS Excel
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 20 (11.90%) SharePoint
2 12 (7.14%) IIS
3 11 (6.55%) MS Exchange
3 11 (6.55%) SAS
4 8 (4.76%) CMS
5 3 (1.79%) Apache Spark
5 3 (1.79%) Exchange Server 2010
6 2 (1.19%) Apache
6 2 (1.19%) IBM Notes
6 2 (1.19%) JBoss
6 2 (1.19%) MQSeries
7 1 (0.60%) CICS
7 1 (0.60%) Exchange Server 2007
7 1 (0.60%) NServiceBus
7 1 (0.60%) SharePoint 2010
7 1 (0.60%) Sitecore CMS
7 1 (0.60%) Tomcat
7 1 (0.60%) WebLogic
Applications
1 45 (26.79%) MS Office
2 25 (14.88%) MS PowerPoint
3 7 (4.17%) MS Visio
4 5 (2.98%) MS Project
5 3 (1.79%) Stata
Business Applications
1 8 (4.76%) Dynamics CRM
2 3 (1.79%) Sonata
3 2 (1.19%) Sage CRM
4 1 (0.60%) Markit EDM
4 1 (0.60%) Oracle EBS
4 1 (0.60%) Unit4 Business World
Cloud Services
1 14 (8.33%) Microsoft Azure
2 6 (3.57%) SaaS
3 5 (2.98%) Google Analytics
4 4 (2.38%) IaaS
5 3 (1.79%) Google Cloud Platform
6 2 (1.19%) Office 365
7 1 (0.60%) Amazon AWS
7 1 (0.60%) DigitalOcean
Communications & Networking
1 8 (4.76%) DHCP
1 8 (4.76%) DNS
2 6 (3.57%) Firewall
2 6 (3.57%) LAN
2 6 (3.57%) SAN
2 6 (3.57%) WAN
3 4 (2.38%) TCP/IP
4 3 (1.79%) Ethernet
5 1 (0.60%) HTTP
5 1 (0.60%) Internet
5 1 (0.60%) Kerberos
5 1 (0.60%) LDAP
5 1 (0.60%) Network Security
5 1 (0.60%) Remote Desktop
5 1 (0.60%) RFID
5 1 (0.60%) SSH
5 1 (0.60%) SSL
5 1 (0.60%) Unified Communications
5 1 (0.60%) VoIP
5 1 (0.60%) Wi-Fi
Database & Business Intelligence
1 59 (35.12%) SQL Server
2 23 (13.69%) SQL Server Integration Services
2 23 (13.69%) SQL Server Reporting Services
3 13 (7.74%) Data Warehouse
4 12 (7.14%) MS Access
4 12 (7.14%) SQL Server Analysis Services
5 7 (4.17%) Big Data
5 7 (4.17%) Relational Database
5 7 (4.17%) SQL Server 2014
6 6 (3.57%) Power BI
6 6 (3.57%) SQL Server 2012
7 5 (2.98%) Hadoop
7 5 (2.98%) QlikView
8 4 (2.38%) BusinessObjects
8 4 (2.38%) Data Mining
8 4 (2.38%) MongoDB
8 4 (2.38%) PostgreSQL
9 3 (1.79%) OLAP
10 2 (1.19%) BigQuery
10 2 (1.19%) DB2
Development Applications
1 14 (8.33%) Visual Studio
2 11 (6.55%) Team Foundation Server
3 5 (2.98%) JIRA
4 4 (2.38%) Git (software)
4 4 (2.38%) SpecFlow
4 4 (2.38%) Subversion
5 3 (1.79%) Selenium
6 1 (0.60%) Eclipse
6 1 (0.60%) RubyMine
General
1 68 (40.48%) Finance
2 16 (9.52%) Banking
3 7 (4.17%) Investment Banking
3 7 (4.17%) Retail
4 6 (3.57%) Marketing
5 3 (1.79%) Games
5 3 (1.79%) Law
5 3 (1.79%) Legal
5 3 (1.79%) Pharmaceutical
6 2 (1.19%) Back Office
7 1 (0.60%) Financial Institution
7 1 (0.60%) Front Office
7 1 (0.60%) Manufacturing
7 1 (0.60%) Retail Banking
7 1 (0.60%) Telecoms
Job Titles
1 49 (29.17%) Analyst
2 33 (19.64%) Developer
3 20 (11.90%) Consultant
4 10 (5.95%) Senior Analyst
5 9 (5.36%) Support Analyst
6 8 (4.76%) C# Developer
6 8 (4.76%) Data Analyst
6 8 (4.76%) Principal Consultant
6 8 (4.76%) SQL Analyst
6 8 (4.76%) SQL Data Analyst
7 7 (4.17%) .NET Developer
7 7 (4.17%) Applications Support
7 7 (4.17%) Business Intelligence Developer
7 7 (4.17%) Infrastructure Engineer
7 7 (4.17%) Senior Developer
7 7 (4.17%) SQL Server Analyst
7 7 (4.17%) Support Engineer
8 6 (3.57%) Programmer
8 6 (3.57%) Systems Analyst
9 5 (2.98%) IT Consultant
Libraries, Frameworks & Software Standards
1 27 (16.07%) .NET
2 19 (11.31%) ASP.NET
3 17 (10.12%) CSS
3 17 (10.12%) HTML
4 14 (8.33%) AngularJS
5 12 (7.14%) .NET Framework
6 11 (6.55%) ASP.NET MVC
7 7 (4.17%) jQuery
7 7 (4.17%) XML
8 6 (3.57%) Entity Framework
8 6 (3.57%) HTML5
9 5 (2.98%) WCF
10 4 (2.38%) CSS3
10 4 (2.38%) Middleware
11 3 (1.79%) Backbone.js
11 3 (1.79%) D3.js
11 3 (1.79%) Ember.js
11 3 (1.79%) MDX
11 3 (1.79%) REST
11 3 (1.79%) Twitter Bootstrap
Miscellaneous
1 41 (24.40%) Analytical Skills
2 22 (13.10%) Computer Science
3 16 (9.52%) Enterprise Software
4 10 (5.95%) Mathematics
5 8 (4.76%) Virtual Team
5 8 (4.76%) Visualisation
6 6 (3.57%) Statistics
7 5 (2.98%) Data Integration
8 4 (2.38%) Data Extraction
8 4 (2.38%) Data Structures
9 3 (1.79%) Applied Mathematics
9 3 (1.79%) Data Centre
9 3 (1.79%) Informatics
9 3 (1.79%) Mobile App
10 2 (1.19%) Algorithms
10 2 (1.19%) Economics
10 2 (1.19%) EPoS
10 2 (1.19%) Field-Programmable Gate Array
10 2 (1.19%) Mainframe
11 1 (0.60%) Thin Client
Operating Systems
1 46 (27.38%) Windows
2 23 (13.69%) Windows Server
3 16 (9.52%) Windows Server 2012
4 12 (7.14%) Unix
5 11 (6.55%) Windows Server 2008
6 10 (5.95%) Windows 7
6 10 (5.95%) Windows Server 2003
7 9 (5.36%) Linux
8 4 (2.38%) Windows 8
9 2 (1.19%) Android
9 2 (1.19%) Red Hat Enterprise Linux
9 2 (1.19%) Windows 10
9 2 (1.19%) zOS
10 1 (0.60%) Apple iOS
10 1 (0.60%) Windows XP
Processes & Methodologies
1 28 (16.67%) Agile Software Development
1 28 (16.67%) Business Intelligence
2 21 (12.50%) CRM
3 20 (11.90%) Project Management
3 20 (11.90%) Scrum
4 19 (11.31%) Analytics
5 17 (10.12%) Change Management
5 17 (10.12%) Mentoring
6 16 (9.52%) ITIL
7 15 (8.93%) Web Development
8 12 (7.14%) MVC
9 11 (6.55%) Service Management
9 11 (6.55%) Wealth Management
10 10 (5.95%) Asset Management
10 10 (5.95%) Data Management
10 10 (5.95%) Data Modelling
10 10 (5.95%) Stakeholder Management
10 10 (5.95%) TDD
11 9 (5.36%) Business Analysis
11 9 (5.36%) Statistical Modelling
Programming Languages
1 65 (38.69%) SQL
2 40 (23.81%) C#
3 20 (11.90%) JavaScript
4 16 (9.52%) Java
5 15 (8.93%) T-SQL
6 12 (7.14%) VBA
7 7 (4.17%) PowerShell
7 7 (4.17%) Python
7 7 (4.17%) R
8 5 (2.98%) C++
9 4 (2.38%) Perl
9 4 (2.38%) PL/SQL
10 3 (1.79%) Delphi
10 3 (1.79%) Scala
10 3 (1.79%) Shell Script
11 2 (1.19%) Assembly Language
11 2 (1.19%) JCL
11 2 (1.19%) MATLAB
11 2 (1.19%) REXX
11 2 (1.19%) Ruby
Qualifications
1 40 (23.81%) Degree
2 8 (4.76%) Microsoft Certification
3 4 (2.38%) PhD
4 3 (1.79%) CISA
4 3 (1.79%) PRINCE2 Practitioner
5 2 (1.19%) CCNA
5 2 (1.19%) Cisco Certification
5 2 (1.19%) HND
5 2 (1.19%) ISEB
5 2 (1.19%) ISTQB
5 2 (1.19%) ISTQB Foundation Certification
5 2 (1.19%) MCSE
6 1 (0.60%) CCNP
6 1 (0.60%) ITIL Certification
6 1 (0.60%) MCP
6 1 (0.60%) MCSA
6 1 (0.60%) Postgraduate
6 1 (0.60%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 9 (5.36%) Data Quality
1 9 (5.36%) SLA
2 7 (4.17%) QA
3 1 (0.60%) ISO 9000
3 1 (0.60%) ISO 9001
3 1 (0.60%) ISO/IEC 27001
System Software
1 22 (13.10%) Active Directory
2 17 (10.12%) VMware Infrastructure
3 15 (8.93%) Hyper-V
4 4 (2.38%) Firmware
5 2 (1.19%) Job Entry Subsystem
5 2 (1.19%) Time Sharing Option
6 1 (0.60%) Citrix Presentation Server
6 1 (0.60%) Forefront TMG
6 1 (0.60%) MetaFrame
6 1 (0.60%) Microsoft App-V
6 1 (0.60%) RACF
6 1 (0.60%) Squid
6 1 (0.60%) Virtual Desktop
6 1 (0.60%) vSphere
Systems Management
1 12 (7.14%) SCCM
2 11 (6.55%) SCOM
3 5 (2.98%) Opscode Chef
3 5 (2.98%) Puppet
4 3 (1.79%) Cisco CUCM
4 3 (1.79%) Forefront Identity Manager
5 1 (0.60%) Backup Exec
5 1 (0.60%) Norton AntiVirus
5 1 (0.60%) Systems Management Server (SMS)
5 1 (0.60%) WSUS
5 1 (0.60%) zSecure
Vendors
1 122 (72.62%) Microsoft
2 17 (10.12%) VMware
3 15 (8.93%) Tableau
4 12 (7.14%) Oracle
5 11 (6.55%) Cisco
6 6 (3.57%) Google
7 4 (2.38%) Citrix
7 4 (2.38%) Dell
7 4 (2.38%) HP
8 3 (1.79%) CA
8 3 (1.79%) FNZ
8 3 (1.79%) Greenplum
8 3 (1.79%) ServiceNow
9 2 (1.19%) Apple
9 2 (1.19%) Avaya
9 2 (1.19%) Informatica
9 2 (1.19%) Lotus
9 2 (1.19%) Red Hat
9 2 (1.19%) Sage
9 2 (1.19%) Symantec
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