Period
to 13 December 2018

The table below looks at the prevalence of the term Management Information System in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Management Information System over the 6 months to 13 December 2018 with a comparison to the same period over the previous 2 years.

Management Information Systems
UK > Scotland
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 120 124 143
Rank change year-on-year +4 +19 -26
Permanent jobs citing Management Information System 114 110 67
As % of all permanent IT jobs advertised in Scotland 2.14% 1.95% 1.34%
As % of the Miscellaneous category 5.31% 5.18% 3.69%
Number of salaries quoted 68 55 31
Scotland median annual salary £45,000 £37,500 £42,500
Median salary % change year-on-year +20.00% -11.76% +0.63%
10th Percentile £26,250 £27,000 £24,411
90th Percentile £60,750 £51,500 £77,500
UK median annual salary £50,000 £50,000 £50,000

Management Information System is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Scotland
Permanent vacancies with a requirement for generic IT skills 2,147 2,125 1,816
As % of all permanent IT jobs advertised in Scotland 40.26% 37.72% 36.25%
Number of salaries quoted 1,366 1,342 1,066
Scotland median annual salary £47,500 £44,853 £45,000
Median salary % change year-on-year +5.90% -0.33% +7.14%
10th Percentile £28,750 £27,500 £27,313
90th Percentile £70,625 £66,250 £65,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Management Information System
Job Vacancy Trend in Scotland

Job postings citing Management Information System as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Management Information System in Scotland

Management Information System
Salary Trend in Scotland

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

Salary trend for Management Information System in Scotland

Management Information System
Salary Histogram in Scotland

The salary distribution of IT jobs citing Management Information System in Scotland over the 6 months to 13 December 2018.

Salary histogram for Management Information System in Scotland

Management Information System
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Management Information System within the Scotland region over the 6 months to 13 December 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
Glasgow -18 35 £39,750 +1.92% 4
Edinburgh -17 34 £46,250 +54.17% 5
South Lanarkshire +14 15 £38,000 -
West Lothian - 13 £48,750 - 1
Aberdeen - 4 £50,000 -
Inverclyde +5 3 £35,377 -
Fife +4 3 - - 1
Stirling - 2 £50,000 -
Dundee +10 1 £31,000 -17.33%
Highlands - 1 £60,000 -
Management Information System
UK

For the 6 months to 13 December 2018, IT jobs citing Management Information System 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 Scotland region with a requirement for Management Information System.

1 42 (36.84%) SQL
2 40 (35.09%) Degree
3 39 (34.21%) Oracle
4 32 (28.07%) Finance
4 32 (28.07%) Analytical Skills
5 31 (27.19%) Java
6 27 (23.68%) Git (software)
7 26 (22.81%) Problem-Solving
7 26 (22.81%) JavaScript
7 26 (22.81%) Windows
7 26 (22.81%) Microsoft
8 23 (20.18%) AngularJS
9 22 (19.30%) Project Management
9 22 (19.30%) Agile Software Development
10 21 (18.42%) Microservices
11 20 (17.54%) Computer Science
11 20 (17.54%) C#
12 19 (16.67%) Linux
12 19 (16.67%) Python
12 19 (16.67%) Test Automation
13 18 (15.79%) Relational Database
13 18 (15.79%) SQL Server
13 18 (15.79%) SLA
14 17 (14.91%) Hibernate
15 16 (14.04%) Microsoft Excel
16 15 (13.16%) Eclipse
16 15 (13.16%) HTML
16 15 (13.16%) EJB
16 15 (13.16%) CSS
16 15 (13.16%) JSP

Management Information System
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 9 (7.89%) WebLogic
1 9 (7.89%) WebSphere
1 9 (7.89%) WebSphere Application Server
1 9 (7.89%) WildFly
2 8 (7.02%) JBoss
3 6 (5.26%) Apache
3 6 (5.26%) Oracle HTTP Server
4 2 (1.75%) Oracle SOA Suite
4 2 (1.75%) Skype for Business
5 1 (0.88%) Apache Spark
5 1 (0.88%) ArcGIS
5 1 (0.88%) Elasticsearch
5 1 (0.88%) SAS
Applications
1 16 (14.04%) Microsoft Excel
2 13 (11.40%) Microsoft PowerPoint
3 5 (4.39%) Microsoft Office
4 4 (3.51%) AutoCAD
4 4 (3.51%) Mathcad
4 4 (3.51%) SOLIDWORKS
5 3 (2.63%) Microsoft Project
Business Applications
1 1 (0.88%) Dynamics NAV
1 1 (0.88%) Markit EDM
1 1 (0.88%) thinkFolio
Cloud Services
1 11 (9.65%) Amazon AWS
2 4 (3.51%) Office 365
3 3 (2.63%) Microsoft Azure
4 1 (0.88%) SaaS
Communications & Networking
1 7 (6.14%) Fibre Channel
1 7 (6.14%) TCP/IP
2 6 (5.26%) Firewall
2 6 (5.26%) HTTP
2 6 (5.26%) SAN
3 5 (4.39%) DNS
4 4 (3.51%) Intrusion Detection
5 2 (1.75%) DHCP
5 2 (1.75%) Internet
5 2 (1.75%) Intranet
5 2 (1.75%) LAN
5 2 (1.75%) Skype
5 2 (1.75%) SMS
5 2 (1.75%) VoIP
5 2 (1.75%) WAN
6 1 (0.88%) Network Security
6 1 (0.88%) VSAN
Database & Business Intelligence
1 18 (15.79%) Relational Database
1 18 (15.79%) SQL Server
2 13 (11.40%) MySQL
3 12 (10.53%) GIS
4 9 (7.89%) Apache Cassandra
4 9 (7.89%) MariaDB
4 9 (7.89%) PostgreSQL
5 6 (5.26%) Big Data
5 6 (5.26%) RDBMS
6 3 (2.63%) Crystal Reports
6 3 (2.63%) MongoDB
6 3 (2.63%) NoSQL
6 3 (2.63%) Oracle Reports
6 3 (2.63%) Pentaho
6 3 (2.63%) SQL Server Reporting Services
7 2 (1.75%) Data Warehouse
7 2 (1.75%) DB2
7 2 (1.75%) SQL Server Integration Services
8 1 (0.88%) Data Mining
8 1 (0.88%) MS Access
Development Applications
1 27 (23.68%) Git (software)
2 15 (13.16%) Eclipse
2 15 (13.16%) Subversion
3 11 (9.65%) Ant
4 9 (7.89%) Android Studio
4 9 (7.89%) Gradle
5 6 (5.26%) ClearCase
5 6 (5.26%) CppUnit
5 6 (5.26%) IntelliJ
5 6 (5.26%) JUnit
6 2 (1.75%) Selenium
6 2 (1.75%) WebDriver
7 1 (0.88%) Toad
7 1 (0.88%) Visual Studio
7 1 (0.88%) Visual Studio Team System
General
1 32 (28.07%) Finance
2 14 (12.28%) Telecoms
3 8 (7.02%) Marketing
4 7 (6.14%) Banking
4 7 (6.14%) Electronics
5 5 (4.39%) Law
5 5 (4.39%) Manufacturing
6 3 (2.63%) Investment Banking
7 2 (1.75%) Front Office
7 2 (1.75%) Retail Banking
8 1 (0.88%) Back Office
8 1 (0.88%) Legal
Job Titles
1 21 (18.42%) Software Engineer
2 18 (15.79%) Analyst
3 14 (12.28%) Service Manager
4 10 (8.77%) Developer
5 9 (7.89%) Development Engineer
5 9 (7.89%) Principal Engineer
5 9 (7.89%) Principal Software Engineer
5 9 (7.89%) Software Development Engineer
6 6 (5.26%) Delivery Manager
6 6 (5.26%) IT Manager
7 5 (4.39%) Data Analyst
7 5 (4.39%) Development Team Leader
7 5 (4.39%) Platform Manager
7 5 (4.39%) Software Development Team Leader
7 5 (4.39%) Software Team Leader
7 5 (4.39%) Support Engineer
7 5 (4.39%) Team Leader
8 4 (3.51%) Administrator
8 4 (3.51%) Embedded Software Engineer
8 4 (3.51%) Security Manager
Libraries, Frameworks & Software Standards
1 23 (20.18%) AngularJS
2 17 (14.91%) Hibernate
3 15 (13.16%) CSS
3 15 (13.16%) EJB
3 15 (13.16%) HTML
3 15 (13.16%) JSP
3 15 (13.16%) Spring
3 15 (13.16%) XML
4 12 (10.53%) JSON
5 11 (9.65%) Struts
6 9 (7.89%) EJB 3.0
6 9 (7.89%) JPA
6 9 (7.89%) Spring Boot
6 9 (7.89%) Struts2
7 8 (7.02%) J2EE
7 8 (7.02%) RESTful
7 8 (7.02%) SOAP
8 6 (5.26%) Ajax
8 6 (5.26%) Kafka
8 6 (5.26%) Servlets
Miscellaneous
1 32 (28.07%) Analytical Skills
2 11 (9.65%) Driving Licence
3 9 (7.89%) Blog
4 6 (5.26%) Algorithms
5 5 (4.39%) Enterprise Software
6 4 (3.51%) Data Centre
6 4 (3.51%) Life Science
6 4 (3.51%) Optoelectronics
7 2 (1.75%) Embedded Systems
7 2 (1.75%) Internet of Things
7 2 (1.75%) Mainframe
7 2 (1.75%) Public Cloud
7 2 (1.75%) Reference Data
7 2 (1.75%) User Experience
8 1 (0.88%) Blackberry
8 1 (0.88%) Cyberattack
8 1 (0.88%) Derivative
8 1 (0.88%) FMCG
8 1 (0.88%) Foreign Exchange (FX)
8 1 (0.88%) SCADA
Operating Systems
1 26 (22.81%) Windows
2 19 (16.67%) Linux
3 12 (10.53%) Android
4 11 (9.65%) Apple iOS
5 9 (7.89%) Unix
5 9 (7.89%) Windows Server 2008
5 9 (7.89%) Windows Server 2012
6 7 (6.14%) Windows Server
7 5 (4.39%) Red Hat Enterprise Linux
8 2 (1.75%) VMS
8 2 (1.75%) Windows 10
9 1 (0.88%) Windows 7
9 1 (0.88%) Windows Server 2003
Processes & Methodologies
1 26 (22.81%) Problem-Solving
2 22 (19.30%) Agile Software Development
2 22 (19.30%) Project Management
3 21 (18.42%) Microservices
4 20 (17.54%) Computer Science
5 19 (16.67%) Test Automation
6 15 (13.16%) Analytics
6 15 (13.16%) Configuration Management
6 15 (13.16%) Continuous Improvement
7 14 (12.28%) IT Strategy
8 13 (11.40%) CRM
8 13 (11.40%) Scrum
8 13 (11.40%) Software Engineering
9 12 (10.53%) ITIL
9 12 (10.53%) Kanban
9 12 (10.53%) PRINCE2
9 12 (10.53%) Scenario Testing
10 11 (9.65%) Benchmarking
10 11 (9.65%) Refactoring
11 10 (8.77%) OO
Programming Languages
1 42 (36.84%) SQL
2 31 (27.19%) Java
3 26 (22.81%) JavaScript
4 20 (17.54%) C#
5 19 (16.67%) Python
6 13 (11.40%) C++
6 13 (11.40%) PL/SQL
7 12 (10.53%) C
7 12 (10.53%) Shell Script
8 7 (6.14%) PowerShell
9 6 (5.26%) Perl
10 3 (2.63%) T-SQL
11 2 (1.75%) Bash Shell
11 2 (1.75%) R
11 2 (1.75%) Ruby
11 2 (1.75%) VB
12 1 (0.88%) VB.NET
12 1 (0.88%) VBA
Qualifications
1 40 (35.09%) Degree
2 9 (7.89%) PRINCE2 Practitioner
3 8 (7.02%) ITIL Certification
4 6 (5.26%) CISSP
5 5 (4.39%) HND
6 4 (3.51%) PhD
7 3 (2.63%) CEH
7 3 (2.63%) VMware Certified Professional (VCP)
8 2 (1.75%) CISM
8 2 (1.75%) GIAC
8 2 (1.75%) SSCP
9 1 (0.88%) CCSA
9 1 (0.88%) CISA
9 1 (0.88%) Cisco Certification
9 1 (0.88%) CISMP
9 1 (0.88%) Computer Science Degree
9 1 (0.88%) ISO 27001 Lead Implementer
9 1 (0.88%) ISTQB
9 1 (0.88%) OSCP
9 1 (0.88%) SANS
Quality Assurance & Compliance
1 18 (15.79%) SLA
2 9 (7.89%) QA
3 5 (4.39%) GDPR
4 2 (1.75%) COBIT
5 1 (0.88%) ISO/IEC 27001
5 1 (0.88%) PCI DSS
5 1 (0.88%) PMO
System Software
1 10 (8.77%) Active Directory
2 9 (7.89%) Docker
2 9 (7.89%) VMware Infrastructure
3 7 (6.14%) vSphere
4 6 (5.26%) VMware ESXi
5 4 (3.51%) Firmware
5 4 (3.51%) Hyper-V
5 4 (3.51%) NFS
6 3 (2.63%) BitLocker
6 3 (2.63%) Microsoft App-V
6 3 (2.63%) XenDesktop
7 2 (1.75%) OpenIDM
7 2 (1.75%) Virtual Machines
8 1 (0.88%) RACF
8 1 (0.88%) VMware NSX
Systems Management
1 6 (5.26%) Kubernetes
1 6 (5.26%) PowerCLI
2 5 (4.39%) SCCM
3 4 (3.51%) Opscode Chef
3 4 (3.51%) Puppet
3 4 (3.51%) vCenter Server
3 4 (3.51%) vMotion
4 3 (2.63%) SCOM
5 2 (1.75%) Microsoft Data Protection Manager
5 2 (1.75%) Oracle Identity Management
5 2 (1.75%) SCDPM
6 1 (0.88%) Ansible
6 1 (0.88%) Norton AntiVirus
6 1 (0.88%) QRadar
6 1 (0.88%) Symantec Endpoint Protection
Vendors
1 39 (34.21%) Oracle
2 26 (22.81%) Microsoft
3 9 (7.89%) Salesforce.com
3 9 (7.89%) VMware
4 7 (6.14%) HP
5 5 (4.39%) Citrix
5 5 (4.39%) Red Hat
6 4 (3.51%) Cisco
6 4 (3.51%) Dell
7 3 (2.63%) 3PAR
7 3 (2.63%) Brocade
8 2 (1.75%) Automation Anywhere
8 2 (1.75%) Aveksa
8 2 (1.75%) Chordiant
8 2 (1.75%) Cognizant
8 2 (1.75%) ForgeRock
8 2 (1.75%) IBM
8 2 (1.75%) Meraki
8 2 (1.75%) UiPath
8 2 (1.75%) Xero