Period
to 21 November 2017

The table below looks at the prevalence of the term Management Information System in contract job vacancies advertised in Edinburgh. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Management Information System over the 6 months to 21 November 2017 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
Scotland > Edinburgh
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 80 87 92
Rank change year-on-year +7 +5 -19
Contract jobs citing Management Information System 54 40 47
As % of all contract IT jobs advertised in Edinburgh 1.84% 1.89% 1.48%
As % of the Miscellaneous category 6.55% 6.02% 5.18%
Number of daily rates quoted 38 11 22
Edinburgh median daily rate £375 £350 £370
Median daily rate % change year-on-year +7.14% -5.41% -
10th Percentile £207 £269 £219
90th Percentile £520 £613 £525
Scotland median daily rate £325 £330 £350
% change year-on-year -1.52% -5.71% -4.11%
Number of hourly rates quoted 3 1 0
Edinburgh median hourly rate £43.39 £52.00 -
Median hourly rate % change year-on-year -16.56% - -
Scotland median hourly rate £35.00 £40.00 £33.72
% change year-on-year -12.50% +18.62% -

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 Edinburgh with a requirement for generic IT skills.

All Generic IT Skills
Edinburgh
Contract vacancies with a requirement for generic IT skills 825 664 908
As % of all contract IT jobs advertised in Edinburgh 28.07% 31.42% 28.53%
Number of daily rates quoted 438 367 426
Edinburgh median daily rate £400 £413 £400
Median daily rate % change year-on-year -3.03% +3.13% +2.56%
10th Percentile £254 £254 £225
90th Percentile £546 £525 £525
Scotland median daily rate £378 £350 £363
% change year-on-year +7.86% -3.45% +2.11%
Number of hourly rates quoted 7 12 13
Edinburgh median hourly rate £30.00 £19.25 £16.50
Median hourly rate % change year-on-year +55.84% +16.67% +18.83%
10th Percentile £10.75 £11.15 £12.35
90th Percentile £43.39 £52.00 £29.95
Scotland median hourly rate £24.00 £31.25 £21.00
% change year-on-year -23.20% +48.81% -3.45%

Management Information System
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Management Information System in Edinburgh

Management Information System
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Management Information System in Edinburgh

Management Information System
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Management Information System in Edinburgh over the 6 months to 21 November 2017.

Contractor daily rate histogram for Management Information System in Edinburgh

Management Information System
Contractor Hourly Rate Trend in Edinburgh

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

Contractor hourly rate trend for Management Information System in Edinburgh

For the 6 months to 21 November 2017, IT contractor jobs citing Management Information System also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Edinburgh region with a requirement for Management Information System.

1 23 (42.59%) Finance
2 22 (40.74%) Degree
3 18 (33.33%) Computer Science
4 14 (25.93%) Analytical Skills
5 13 (24.07%) Java
5 13 (24.07%) Software Engineering
6 12 (22.22%) Feasibility Study
7 11 (20.37%) Linux
7 11 (20.37%) Business Transformation
8 10 (18.52%) Spring
8 10 (18.52%) Microsoft
8 10 (18.52%) Project Management
8 10 (18.52%) Information Security
9 9 (16.67%) Agile Software Development
9 9 (16.67%) Continuous Improvement
9 9 (16.67%) SDLC
10 8 (14.81%) HMG Security Policy Framework
10 8 (14.81%) Business Analysis
10 8 (14.81%) ISO/IEC 27001
11 7 (12.96%) Microsoft Office
11 7 (12.96%) Web Services
11 7 (12.96%) Stakeholder Management
11 7 (12.96%) Change Management
11 7 (12.96%) Continuous Integration
12 6 (11.11%) JSON
12 6 (11.11%) Business Process Improvement
12 6 (11.11%) RESTful
12 6 (11.11%) Process Improvement
12 6 (11.11%) Risk Management
12 6 (11.11%) Banking

Management Information System
Co-occurring 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 4 (7.41%) SAS
2 3 (5.56%) IIS
3 1 (1.85%) Apache
3 1 (1.85%) SharePoint
3 1 (1.85%) Tomcat
Applications
1 7 (12.96%) Microsoft Office
2 4 (7.41%) Microsoft Excel
3 2 (3.70%) Microsoft Project
Business Applications
1 1 (1.85%) ResourceLink
Cloud Services
1 5 (9.26%) GitHub
2 1 (1.85%) Cloud Computing
Communications & Networking
1 2 (3.70%) Firewall
1 2 (3.70%) Intrusion Detection
2 1 (1.85%) HTTP
2 1 (1.85%) LDAP
2 1 (1.85%) NAS
2 1 (1.85%) SAN
Database & Business Intelligence
1 4 (7.41%) Data Mining
2 3 (5.56%) Oracle Database
3 2 (3.70%) Data Warehouse
3 2 (3.70%) GIS
3 2 (3.70%) Oracle Database 12c
3 2 (3.70%) PostgreSQL
3 2 (3.70%) Spatial Data
4 1 (1.85%) Big Data
4 1 (1.85%) BusinessObjects
4 1 (1.85%) Geospatial Data
4 1 (1.85%) QGIS
Development Applications
1 5 (9.26%) Cucumber
1 5 (9.26%) Git (software)
1 5 (9.26%) GitLab
1 5 (9.26%) Jenkins
1 5 (9.26%) Mockito
2 2 (3.70%) Oracle APEX
General
1 23 (42.59%) Finance
2 6 (11.11%) Banking
3 5 (9.26%) Legal
4 2 (3.70%) Back Office
Job Titles
1 18 (33.33%) Analyst
2 13 (24.07%) Developer
3 9 (16.67%) Java Developer
4 8 (14.81%) Business Analyst
5 5 (9.26%) Junior
6 3 (5.56%) Consultant
6 3 (5.56%) Data Analyst
6 3 (5.56%) HR Officer
6 3 (5.56%) Junior Developer
6 3 (5.56%) Junior Java Developer
6 3 (5.56%) Lead Business Analyst
7 2 (3.70%) Data Scientist
7 2 (3.70%) Information Analyst
7 2 (3.70%) Information Assurance Engineer
7 2 (3.70%) Information Security Analyst
7 2 (3.70%) Information Security Engineer
7 2 (3.70%) Security Advisor
7 2 (3.70%) Security Analyst
7 2 (3.70%) Security Engineer
7 2 (3.70%) Technical Security Analyst
Libraries, Frameworks & Software Standards
1 10 (18.52%) Spring
2 7 (12.96%) Web Services
3 6 (11.11%) JSON
3 6 (11.11%) RESTful
4 5 (9.26%) JMX
4 5 (9.26%) XML
5 3 (5.56%) CSS
6 2 (3.70%) HTML
7 1 (1.85%) Backbone.js
7 1 (1.85%) CSS3
7 1 (1.85%) HTML5
7 1 (1.85%) jQuery
7 1 (1.85%) PostGIS
7 1 (1.85%) RequireJS
7 1 (1.85%) SOAP
Miscellaneous
1 18 (33.33%) Computer Science
2 14 (25.93%) Analytical Skills
3 4 (7.41%) CESG
4 2 (3.70%) Driving Licence
4 2 (3.70%) User Experience
5 1 (1.85%) Reference Data
5 1 (1.85%) Smart City
Operating Systems
1 11 (20.37%) Linux
2 5 (9.26%) Red Hat Enterprise Linux
3 2 (3.70%) Windows
3 2 (3.70%) Windows 10
4 1 (1.85%) Mac OS X
4 1 (1.85%) Solaris
4 1 (1.85%) Unix
Processes & Methodologies
1 13 (24.07%) Software Engineering
2 12 (22.22%) Feasibility Study
3 11 (20.37%) Business Transformation
4 10 (18.52%) Information Security
4 10 (18.52%) Project Management
5 9 (16.67%) Agile Software Development
5 9 (16.67%) Continuous Improvement
5 9 (16.67%) SDLC
6 8 (14.81%) Business Analysis
7 7 (12.96%) Change Management
7 7 (12.96%) Continuous Integration
7 7 (12.96%) Stakeholder Management
8 6 (11.11%) Business Change Management
8 6 (11.11%) Business Process Improvement
8 6 (11.11%) Continuous Improvement Process
8 6 (11.11%) Process Improvement
8 6 (11.11%) Risk Management
9 5 (9.26%) Configuration Management
9 5 (9.26%) Data Analysis
9 5 (9.26%) Data Management
Programming Languages
1 13 (24.07%) Java
2 4 (7.41%) JavaScript
2 4 (7.41%) SQL
3 2 (3.70%) PL/SQL
3 2 (3.70%) Python
3 2 (3.70%) R
3 2 (3.70%) VB
4 1 (1.85%) Bash Shell
4 1 (1.85%) C++
4 1 (1.85%) PHP
Qualifications
1 22 (40.74%) Degree
2 5 (9.26%) CESG Certified Professional
3 3 (5.56%) CISSP
3 3 (5.56%) CLAS
3 3 (5.56%) Computer Science Degree
3 3 (5.56%) IISP
4 2 (3.70%) CompTIA Security+
4 2 (3.70%) Postgraduate
4 2 (3.70%) Security+ Certification
5 1 (1.85%) BPSS Clearance
5 1 (1.85%) PRINCE2 Certification
Quality Assurance & Compliance
1 8 (14.81%) HMG Security Policy Framework
1 8 (14.81%) ISO/IEC 27001
2 5 (9.26%) QA
3 3 (5.56%) Disclosure Scotland
3 3 (5.56%) PMO
4 1 (1.85%) BS7666
4 1 (1.85%) BS7799
4 1 (1.85%) COBIT
4 1 (1.85%) Data Quality
4 1 (1.85%) GDPR
System Software
1 3 (5.56%) BitLocker
2 1 (1.85%) Docker
2 1 (1.85%) OpenAM
2 1 (1.85%) Virtual Machines
Systems Management
1 5 (9.26%) Puppet
2 1 (1.85%) Ansible
2 1 (1.85%) NetBackup
2 1 (1.85%) Oracle Enterprise Manager
Vendors
1 10 (18.52%) Microsoft
2 3 (5.56%) Oracle
3 1 (1.85%) CyberArk
3 1 (1.85%) ForgeRock
3 1 (1.85%) Nimble Storage
3 1 (1.85%) Open-E
3 1 (1.85%) ServiceNow
3 1 (1.85%) Software AG
3 1 (1.85%) Splunk
3 1 (1.85%) Synology
3 1 (1.85%) Veritas
3 1 (1.85%) webMethods