Period
to 26 April 2018

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 26 April 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
Scotland > Edinburgh
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 98 62 80
Rank change year-on-year -36 +18 +17
Contract jobs citing Management Information System 39 42 61
As % of all contract IT jobs advertised in Edinburgh 1.38% 2.27% 2.09%
As % of the Miscellaneous category 4.94% 7.41% 6.88%
Number of daily rates quoted 25 25 35
Edinburgh median daily rate £401 £225 £475
Median daily rate % change year-on-year +78.00% -52.63% +23.78%
10th Percentile £226 £181 £320
90th Percentile £560 £538 £625
Scotland median daily rate £375 £338 £423
% change year-on-year +11.11% -20.12% +5.63%
Number of hourly rates quoted 0 5 1
Edinburgh median hourly rate - £52.00 £15.00
Median hourly rate % change year-on-year - +246.67% -6.25%
Scotland median hourly rate £17.30 £52.00 £14.50
% change year-on-year -66.73% +258.62% +10.35%

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 789 567 887
As % of all contract IT jobs advertised in Edinburgh 28.00% 30.70% 30.35%
Number of daily rates quoted 451 332 440
Edinburgh median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +5.26%
10th Percentile £234 £206 £275
90th Percentile £575 £549 £551
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 7 13 9
Edinburgh median hourly rate £17.00 £47.23 £39.00
Median hourly rate % change year-on-year -64.01% +21.10% +116.67%
10th Percentile £14.65 £15.97 £17.58
90th Percentile £106.75 £52.17 £54.00
Scotland median hourly rate £19.25 £33.00 £38.75
% change year-on-year -41.67% -14.84% +35.96%

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 26 April 2018.

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 26 April 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 Edinburgh region with a requirement for Management Information System.

1 13 (33.33%) Analytical Skills
2 12 (30.77%) Change Management
3 11 (28.21%) Information Security
4 10 (25.64%) Banking
5 9 (23.08%) Project Management
5 9 (23.08%) Finance
6 8 (20.51%) Business Analysis
6 8 (20.51%) Agile Software Development
6 8 (20.51%) Problem-Solving
7 7 (17.95%) SDLC
8 6 (15.38%) Business Transformation
8 6 (15.38%) Continuous Improvement
8 6 (15.38%) Decision-Making
8 6 (15.38%) Risk Management
9 5 (12.82%) SQL
9 5 (12.82%) Degree
9 5 (12.82%) ISO/IEC 27001
9 5 (12.82%) Migration
9 5 (12.82%) Stakeholder Management
9 5 (12.82%) Security Management
9 5 (12.82%) Continuous Improvement Process
9 5 (12.82%) Business Process Improvement
9 5 (12.82%) Process Improvement
10 4 (10.26%) Data Protection
10 4 (10.26%) Continuous Delivery
10 4 (10.26%) GDPR
10 4 (10.26%) Business Change Management
10 4 (10.26%) HMG Security Policy Framework
10 4 (10.26%) TOGAF
10 4 (10.26%) System Testing

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 1 (2.56%) Apache Pig
1 1 (2.56%) Apache Spark
1 1 (2.56%) SAS
1 1 (2.56%) SharePoint
Applications
1 3 (7.69%) Microsoft Excel
2 2 (5.13%) Microsoft Office
3 1 (2.56%) Microsoft Project
Business Applications
1 3 (7.69%) ResourceLink
2 1 (2.56%) thinkFolio
Cloud Services
1 3 (7.69%) Amazon AWS
1 3 (7.69%) IaaS
1 3 (7.69%) Microsoft Azure
2 1 (2.56%) Google Analytics
2 1 (2.56%) Office 365
Communications & Networking
1 1 (2.56%) HTTP
1 1 (2.56%) SAN
Database & Business Intelligence
1 1 (2.56%) Apache Hive
1 1 (2.56%) Geospatial Data
1 1 (2.56%) GIS
1 1 (2.56%) Hadoop
1 1 (2.56%) MS Access
1 1 (2.56%) QlikView
1 1 (2.56%) Relational Database
1 1 (2.56%) Spatial Data
General
1 10 (25.64%) Banking
2 9 (23.08%) Finance
3 3 (7.69%) Legal
4 1 (2.56%) Investment Banking
4 1 (2.56%) Private Banking
4 1 (2.56%) Retail Banking
Job Titles
1 10 (25.64%) Analyst
2 8 (20.51%) Architect
3 6 (15.38%) Business Analyst
3 6 (15.38%) Project Manager
4 3 (7.69%) Administrator
4 3 (7.69%) Consultant
4 3 (7.69%) Data Analyst
4 3 (7.69%) Digital Architect
4 3 (7.69%) Information Security Consultant
4 3 (7.69%) Security Architect
4 3 (7.69%) Security Consultant
4 3 (7.69%) Solutions Architect
4 3 (7.69%) Systems Administrator
5 2 (5.13%) Digital Solutions Architect
5 2 (5.13%) HR Officer
5 2 (5.13%) Information Manager
5 2 (5.13%) Information Security Manager
5 2 (5.13%) IT Manager
5 2 (5.13%) IT Project Manager
5 2 (5.13%) Security Manager
Libraries, Frameworks & Software Standards
1 2 (5.13%) XML
2 1 (2.56%) Backbone.js
2 1 (2.56%) CSS
2 1 (2.56%) CSS3
2 1 (2.56%) HTML
2 1 (2.56%) HTML5
2 1 (2.56%) jQuery
2 1 (2.56%) JSON
2 1 (2.56%) Middleware
2 1 (2.56%) RequireJS
2 1 (2.56%) RESTful
2 1 (2.56%) SOAP
2 1 (2.56%) Web Services
Miscellaneous
1 13 (33.33%) Analytical Skills
2 3 (7.69%) User Experience
3 2 (5.13%) Computer Science
4 1 (2.56%) CESG
4 1 (2.56%) Cyber Kill Chain
4 1 (2.56%) Data Structures
4 1 (2.56%) Social Media
Operating Systems
1 3 (7.69%) Windows
2 2 (5.13%) Linux
2 2 (5.13%) Windows 10
3 1 (2.56%) Mac OS X
3 1 (2.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 12 (30.77%) Change Management
2 11 (28.21%) Information Security
3 9 (23.08%) Project Management
4 8 (20.51%) Agile Software Development
4 8 (20.51%) Business Analysis
4 8 (20.51%) Problem-Solving
5 7 (17.95%) SDLC
6 6 (15.38%) Business Transformation
6 6 (15.38%) Continuous Improvement
6 6 (15.38%) Decision-Making
6 6 (15.38%) Risk Management
7 5 (12.82%) Business Process Improvement
7 5 (12.82%) Continuous Improvement Process
7 5 (12.82%) Migration
7 5 (12.82%) Process Improvement
7 5 (12.82%) Security Management
7 5 (12.82%) Stakeholder Management
8 4 (10.26%) Business Change Management
8 4 (10.26%) Continuous Delivery
8 4 (10.26%) Data Protection
Programming Languages
1 5 (12.82%) SQL
2 2 (5.13%) PL/SQL
3 1 (2.56%) Java
3 1 (2.56%) JavaScript
3 1 (2.56%) Scala
Qualifications
1 5 (12.82%) Degree
2 4 (10.26%) CISM
2 4 (10.26%) CISSP
3 3 (7.69%) (ISC)2 CCSP
3 3 (7.69%) CISA
3 3 (7.69%) Cisco Certification
4 1 (2.56%) APMP
4 1 (2.56%) CESG Certified Professional
4 1 (2.56%) Computer Science Degree
4 1 (2.56%) PMI Certification
4 1 (2.56%) PMP
4 1 (2.56%) PRINCE2 Certification
4 1 (2.56%) TOGAF Certification
Quality Assurance & Compliance
1 5 (12.82%) ISO/IEC 27001
2 4 (10.26%) GDPR
2 4 (10.26%) HMG Security Policy Framework
3 3 (7.69%) BS7799
4 2 (5.13%) Disclosure Scotland
5 1 (2.56%) COBIT
5 1 (2.56%) Data Quality
5 1 (2.56%) QA
5 1 (2.56%) SLA
System Software
1 1 (2.56%) Active Directory
Systems Management
1 1 (2.56%) Ambari
Vendors
1 4 (10.26%) Microsoft
2 2 (5.13%) Oracle
3 1 (2.56%) Bloomberg
3 1 (2.56%) Charles River
3 1 (2.56%) ESRI
3 1 (2.56%) Google
3 1 (2.56%) Red Hat