Period
to 16 October 2018

The table below looks at the prevalence of the term Management Information System in contract job vacancies advertised in Scotland. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Management Information System over the 6 months to 16 October 2018 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Management Information Systems
UK > Scotland
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 137 114 100
Rank change year-on-year -23 -14 +10
Contract jobs citing Management Information System 63 73 103
As % of all contract IT jobs advertised in Scotland 1.17% 1.51% 2.10%
As % of the Miscellaneous category 3.93% 5.09% 5.82%
Number of daily rates quoted 27 39 49
Scotland median daily rate £425 £315 £330
Median daily rate % change year-on-year +34.92% -4.55% +10.00%
10th Percentile £263 £206 £218
90th Percentile £538 £488 £502
UK median daily rate £450 £413 £400
% change year-on-year +9.09% +3.13% -
Number of hourly rates quoted 5 6 4
Scotland median hourly rate £37.00 £39.20 £40.00
Median hourly rate % change year-on-year -5.60% -2.01% +52.56%
10th Percentile £15.00 £14.80 £21.13
90th Percentile £72.50 £49.95 £40.50
UK median hourly rate £21.63 £21.00 £22.50
% change year-on-year +3.00% -6.67% -18.00%

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 contract job vacancies advertised in Scotland with a requirement for generic IT skills.

All Generic IT Skills
Scotland
Contract vacancies with a requirement for generic IT skills 1,605 1,434 1,769
As % of all contract IT jobs advertised in Scotland 29.82% 29.62% 36.14%
Number of daily rates quoted 798 742 1,028
Scotland median daily rate £400 £380 £350
Median daily rate % change year-on-year +5.26% +8.57% -
10th Percentile £222 £220 £230
90th Percentile £538 £525 £488
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.03%
Number of hourly rates quoted 44 66 63
Scotland median hourly rate £17.50 £24.00 £37.50
Median hourly rate % change year-on-year -27.08% -36.00% +102.70%
10th Percentile £10.83 £11.25 £11.07
90th Percentile £52.63 £43.75 £43.00
UK median hourly rate £21.25 £20.21 £20.00
% change year-on-year +5.15% +1.05% +7.99%

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
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Management Information System in Scotland.

Contractor daily rate trend for Management Information System in Scotland

Management Information System
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Management Information System in Scotland over the 6 months to 16 October 2018.

Contractor daily rate histogram for Management Information System in Scotland

Management Information System
Contractor Hourly Rate Trend in Scotland

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

Contractor hourly rate trend for Management Information System in Scotland

Management Information System
Contractor Hourly Rate Histogram in Scotland

The hourly rate distribution of IT jobs citing Management Information System in Scotland over the 6 months to 16 October 2018.

Contractor hourly rate histogram for Management Information System in Scotland

Management Information System
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Management Information System within the Scotland region over the 6 months to 16 October 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -1 43 £450 +42.86% 7
Glasgow -20 11 £329 +19.55% 9
Renfrewshire - 3 £420 -
Dundee - 2 £425 - 1
Stirling -3 1 - -
East Lothian - 1 - -
North Lanarkshire - 1 - -
Highlands - 1 - - 1
Management Information System
UK

For the 6 months to 16 October 2018, IT contractor 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 contract job ads across the Scotland region with a requirement for Management Information System.

1 22 (34.92%) Risk Management
2 17 (26.98%) Finance
3 13 (20.63%) Agile Software Development
4 11 (17.46%) Information Security
4 11 (17.46%) SQL
4 11 (17.46%) Project Management
4 11 (17.46%) Analytical Skills
5 10 (15.87%) Degree
6 9 (14.29%) Banking
7 8 (12.70%) Security Management
7 8 (12.70%) Microsoft
8 7 (11.11%) CISSP
8 7 (11.11%) Change Management
8 7 (11.11%) SIEM
8 7 (11.11%) Ansible
8 7 (11.11%) Problem-Solving
9 6 (9.52%) Mentoring
9 6 (9.52%) ISACA
9 6 (9.52%) Risk Assessment
9 6 (9.52%) Data Analysis
9 6 (9.52%) Data Protection
9 6 (9.52%) CISA
9 6 (9.52%) Stakeholder Management
9 6 (9.52%) Microsoft Office
9 6 (9.52%) Python
10 5 (7.94%) XML
10 5 (7.94%) PRINCE2
10 5 (7.94%) Scrum
10 5 (7.94%) Firewall
10 5 (7.94%) Vulnerability Management

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 3 (4.76%) Apache
2 2 (3.17%) SAS
2 2 (3.17%) SharePoint
2 2 (3.17%) Tomcat
3 1 (1.59%) Anypoint
3 1 (1.59%) CMS
3 1 (1.59%) Confluence
3 1 (1.59%) JBoss
Applications
1 6 (9.52%) Microsoft Office
2 4 (6.35%) Microsoft Excel
3 2 (3.17%) Microsoft PowerPoint
4 1 (1.59%) Spreadsheet
Business Applications
1 1 (1.59%) Dynamics CRM
1 1 (1.59%) Dynamics NAV
1 1 (1.59%) iTrent
Cloud Services
1 4 (6.35%) IaaS
2 3 (4.76%) PaaS
3 2 (3.17%) Amazon AWS
3 2 (3.17%) Microsoft Azure
4 1 (1.59%) Office 365
Communications & Networking
1 5 (7.94%) Firewall
2 3 (4.76%) Intrusion Detection
2 3 (4.76%) Network Security
3 2 (3.17%) HTTP
3 2 (3.17%) SAN
4 1 (1.59%) Fibre Channel
4 1 (1.59%) Intranet
4 1 (1.59%) TCP/IP
Database & Business Intelligence
1 2 (3.17%) BusinessObjects
1 2 (3.17%) Oracle Database
2 1 (1.59%) Apache Cassandra
2 1 (1.59%) Data Warehouse
2 1 (1.59%) GIS
2 1 (1.59%) MS Access
2 1 (1.59%) OLAP
2 1 (1.59%) Oracle Reports
2 1 (1.59%) SQL Server
Development Applications
1 5 (7.94%) Jenkins
2 2 (3.17%) Git (software)
2 2 (3.17%) JIRA
3 1 (1.59%) Artifactory
3 1 (1.59%) Bitbucket
3 1 (1.59%) CppUnit
3 1 (1.59%) JUnit
3 1 (1.59%) Oracle APEX
3 1 (1.59%) Oracle Forms
General
1 17 (26.98%) Finance
2 9 (14.29%) Banking
3 4 (6.35%) Legal
4 2 (3.17%) Marketing
4 2 (3.17%) Retail Banking
5 1 (1.59%) Advertising
5 1 (1.59%) Back Office
5 1 (1.59%) Billing
5 1 (1.59%) Law
5 1 (1.59%) Manufacturing
5 1 (1.59%) Pharmaceutical
5 1 (1.59%) Telecoms
Job Titles
1 17 (26.98%) Analyst
2 9 (14.29%) Architect
3 6 (9.52%) Project Manager
4 5 (7.94%) Security Architect
5 4 (6.35%) Consultant
5 4 (6.35%) Data Analyst
5 4 (6.35%) Developer
5 4 (6.35%) Information Assurance Manager
5 4 (6.35%) Information Manager
5 4 (6.35%) Information Risk Manager
5 4 (6.35%) Risk Manager
5 4 (6.35%) Security Consultant
6 3 (4.76%) AWS DevOps
6 3 (4.76%) AWS DevOps Engineer
6 3 (4.76%) AWS Engineer
6 3 (4.76%) DevOps Engineer
6 3 (4.76%) Information Security Consultant
6 3 (4.76%) Risk Analyst
6 3 (4.76%) Security Analyst
7 2 (3.17%) Agile Coach
Libraries, Frameworks & Software Standards
1 5 (7.94%) XML
2 4 (6.35%) HTML
3 3 (4.76%) SOAP
4 2 (3.17%) AngularJS
4 2 (3.17%) HTML5
4 2 (3.17%) JSON
4 2 (3.17%) Kafka
4 2 (3.17%) RESTful
4 2 (3.17%) Spring
5 1 (1.59%) CSS
5 1 (1.59%) Elastic Stack
5 1 (1.59%) Ext JS
5 1 (1.59%) jQuery
5 1 (1.59%) LDAP
5 1 (1.59%) OAuth
5 1 (1.59%) REST
5 1 (1.59%) SAML
5 1 (1.59%) Web Services
5 1 (1.59%) WebSockets
Miscellaneous
1 11 (17.46%) Analytical Skills
2 5 (7.94%) Distributed Denial-of-Service
3 4 (6.35%) CESG
3 4 (6.35%) Computer Science
3 4 (6.35%) Virtual Team
4 2 (3.17%) PKI
5 1 (1.59%) Cyberattack
5 1 (1.59%) Data Structures
5 1 (1.59%) e-Learning
5 1 (1.59%) Learning Management System
5 1 (1.59%) Linux Command Line
Operating Systems
1 4 (6.35%) Linux
2 2 (3.17%) Solaris
2 2 (3.17%) Unix
2 2 (3.17%) Windows
3 1 (1.59%) Red Hat Enterprise Linux
3 1 (1.59%) VMS
3 1 (1.59%) Windows 10
3 1 (1.59%) Windows Server 2008
3 1 (1.59%) Windows Server 2012
Processes & Methodologies
1 22 (34.92%) Risk Management
2 13 (20.63%) Agile Software Development
3 11 (17.46%) Information Security
3 11 (17.46%) Project Management
4 8 (12.70%) Security Management
5 7 (11.11%) Change Management
5 7 (11.11%) Problem-Solving
5 7 (11.11%) SIEM
6 6 (9.52%) Data Analysis
6 6 (9.52%) Data Protection
6 6 (9.52%) Mentoring
6 6 (9.52%) Risk Assessment
6 6 (9.52%) Stakeholder Management
7 5 (7.94%) DevOps
7 5 (7.94%) PRINCE2
7 5 (7.94%) Scrum
7 5 (7.94%) Vulnerability Management
8 4 (6.35%) Analytics
8 4 (6.35%) Coaching
8 4 (6.35%) People Management
Programming Languages
1 11 (17.46%) SQL
2 6 (9.52%) Python
3 4 (6.35%) Java
3 4 (6.35%) JavaScript
3 4 (6.35%) Shell Script
4 2 (3.17%) PL/SQL
5 1 (1.59%) Bash Shell
5 1 (1.59%) C#
5 1 (1.59%) Perl
5 1 (1.59%) VB
Qualifications
1 10 (15.87%) Degree
2 7 (11.11%) CISSP
3 6 (9.52%) CISA
3 6 (9.52%) ISACA
4 3 (4.76%) CGEIT
4 3 (4.76%) CRISC
4 3 (4.76%) Security Cleared
5 2 (3.17%) CISM
5 2 (3.17%) DV Cleared
6 1 (1.59%) (ISC)2 CCSP
6 1 (1.59%) Cisco Certification
6 1 (1.59%) Computer Science Degree
6 1 (1.59%) Master's Degree
6 1 (1.59%) PMI Certification
6 1 (1.59%) PMP
6 1 (1.59%) PRINCE2 Certification
6 1 (1.59%) SC Cleared
Quality Assurance & Compliance
1 4 (6.35%) COBIT
1 4 (6.35%) ISO/IEC 27005
1 4 (6.35%) NIST 800
2 2 (3.17%) Data Quality
2 2 (3.17%) Disclosure Scotland
2 2 (3.17%) GDPR
2 2 (3.17%) ISO/IEC 27001
2 2 (3.17%) JSP 440
2 2 (3.17%) SSAE 16
3 1 (1.59%) PCI DSS
3 1 (1.59%) PMO
3 1 (1.59%) QA
System Software
1 2 (3.17%) Docker
1 2 (3.17%) OpenAM
1 2 (3.17%) Virtual Machines
2 1 (1.59%) Active Directory
2 1 (1.59%) Firmware
2 1 (1.59%) NFS
2 1 (1.59%) VMware ESXi
2 1 (1.59%) VMware Infrastructure
2 1 (1.59%) vSphere
Systems Management
1 7 (11.11%) Ansible
2 3 (4.76%) Opscode Chef
2 3 (4.76%) Puppet
3 2 (3.17%) Cobbler
3 2 (3.17%) Kubernetes
3 2 (3.17%) NetBackup
3 2 (3.17%) Oracle Enterprise Manager
3 2 (3.17%) Terraform
4 1 (1.59%) CA Single Sign-On
4 1 (1.59%) PingFederate
4 1 (1.59%) PowerCLI
4 1 (1.59%) RSA Archer
4 1 (1.59%) vCenter Server
4 1 (1.59%) vMotion
Vendors
1 8 (12.70%) Microsoft
2 4 (6.35%) Oracle
3 2 (3.17%) ForgeRock
3 2 (3.17%) NetApp
3 2 (3.17%) Nimble Storage
3 2 (3.17%) Open-E
3 2 (3.17%) Software AG
3 2 (3.17%) Splunk
3 2 (3.17%) Synology
3 2 (3.17%) Veritas
3 2 (3.17%) webMethods
4 1 (1.59%) Apigee
4 1 (1.59%) CA
4 1 (1.59%) Dell
4 1 (1.59%) FatWire
4 1 (1.59%) HP
4 1 (1.59%) IBM
4 1 (1.59%) MuleSoft
4 1 (1.59%) Pega
4 1 (1.59%) Red Hat