Period
to 16 July 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 16 July 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
16 Jul 2018
Same period 2017 Same period 2016
Rank 105 77 104
Rank change year-on-year -28 +27 +10
Contract jobs citing Management Information System 32 39 36
As % of all contract IT jobs advertised in Edinburgh 1.06% 1.75% 1.27%
As % of the Miscellaneous category 3.64% 6.22% 3.80%
Number of daily rates quoted 15 27 21
Edinburgh median daily rate £401 £225 £450
Median daily rate % change year-on-year +78.00% -50.00% +18.42%
10th Percentile £243 £184 £328
90th Percentile £555 £412 £625
Scotland median daily rate £369 £310 £375
% change year-on-year +18.95% -17.33% +7.14%
Number of hourly rates quoted 0 4 1
Edinburgh median hourly rate - £43.39 £15.00
Median hourly rate % change year-on-year - +189.27% -
Scotland median hourly rate £17.30 £43.39 £14.00
% change year-on-year -60.13% +209.93% -37.78%

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 880 627 947
As % of all contract IT jobs advertised in Edinburgh 29.07% 28.15% 33.39%
Number of daily rates quoted 457 360 472
Edinburgh median daily rate £413 £383 £425
Median daily rate % change year-on-year +7.84% -10.00% +13.33%
10th Percentile £285 £213 £280
90th Percentile £544 £525 £538
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - +5.12%
Number of hourly rates quoted 10 8 10
Edinburgh median hourly rate £17.25 £43.39 £18.91
Median hourly rate % change year-on-year -60.24% +129.49% +9.61%
10th Percentile £12.60 £18.18 £12.72
90th Percentile £36.38 £48.71 £49.13
Scotland median hourly rate £17.50 £34.00 £38.75
% change year-on-year -48.53% -12.26% +98.72%

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 16 July 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 16 July 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 (40.63%) Finance
2 11 (34.38%) Analytical Skills
3 10 (31.25%) Information Security
3 10 (31.25%) Banking
4 8 (25.00%) Risk Management
4 8 (25.00%) Change Management
4 8 (25.00%) SQL
4 8 (25.00%) Agile Software Development
5 6 (18.75%) Problem-Solving
5 6 (18.75%) Stakeholder Management
6 5 (15.63%) Degree
6 5 (15.63%) Security Management
6 5 (15.63%) CISSP
7 4 (12.50%) Oracle
7 4 (12.50%) Legal
7 4 (12.50%) CISA
7 4 (12.50%) CISM
7 4 (12.50%) Microsoft Azure
7 4 (12.50%) Amazon AWS
7 4 (12.50%) Asset Management
7 4 (12.50%) Decision-Making
8 3 (9.38%) GDPR
8 3 (9.38%) Collaborative Working
8 3 (9.38%) (ISC)2 CCSP
8 3 (9.38%) Continuous Delivery
8 3 (9.38%) DevOps
8 3 (9.38%) Security Architecture
8 3 (9.38%) ArchiMate
8 3 (9.38%) IaaS
8 3 (9.38%) TOGAF

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 2 (6.25%) Apache
1 2 (6.25%) Tomcat
2 1 (3.13%) Apache Pig
2 1 (3.13%) Apache Spark
2 1 (3.13%) SAS
Applications
1 1 (3.13%) Microsoft Excel
1 1 (3.13%) Microsoft Project
Business Applications
1 1 (3.13%) thinkFolio
Cloud Services
1 4 (12.50%) Amazon AWS
1 4 (12.50%) Microsoft Azure
2 3 (9.38%) IaaS
3 1 (3.13%) Google Analytics
Communications & Networking
1 2 (6.25%) Firewall
1 2 (6.25%) SAN
2 1 (3.13%) Intrusion Detection
Database & Business Intelligence
1 2 (6.25%) Oracle Database
2 1 (3.13%) Apache Hive
2 1 (3.13%) Geospatial Data
2 1 (3.13%) GIS
2 1 (3.13%) Hadoop
2 1 (3.13%) MS Access
2 1 (3.13%) QlikView
2 1 (3.13%) Relational Database
2 1 (3.13%) Spatial Data
2 1 (3.13%) SQL Server
General
1 13 (40.63%) Finance
2 10 (31.25%) Banking
3 4 (12.50%) Legal
4 1 (3.13%) Advertising
4 1 (3.13%) Back Office
4 1 (3.13%) Private Banking
4 1 (3.13%) Retail Banking
4 1 (3.13%) Telecoms
Job Titles
1 8 (25.00%) Architect
2 6 (18.75%) Analyst
3 5 (15.63%) Project Manager
4 4 (12.50%) Security Architect
4 4 (12.50%) Solutions Architect
5 3 (9.38%) Administrator
5 3 (9.38%) Data Analyst
5 3 (9.38%) Digital Architect
5 3 (9.38%) Digital Solutions Architect
5 3 (9.38%) Systems Administrator
6 2 (6.25%) Consultant
6 2 (6.25%) Information Manager
6 2 (6.25%) Information Security Consultant
6 2 (6.25%) Information Security Manager
6 2 (6.25%) Security Consultant
6 2 (6.25%) Security Manager
7 1 (3.13%) GIS Analyst
7 1 (3.13%) Head of IT
7 1 (3.13%) Research Analyst
7 1 (3.13%) Solaris Administrator
Libraries, Frameworks & Software Standards
1 2 (6.25%) Spring
2 1 (3.13%) Middleware
2 1 (3.13%) XML
Miscellaneous
1 11 (34.38%) Analytical Skills
2 3 (9.38%) Computer Science
3 1 (3.13%) Cyber Kill Chain
3 1 (3.13%) Cyberattack
3 1 (3.13%) Data Structures
3 1 (3.13%) PKI
3 1 (3.13%) User Experience
Operating Systems
1 2 (6.25%) Solaris
2 1 (3.13%) Linux
2 1 (3.13%) Red Hat Enterprise Linux
2 1 (3.13%) Windows
Processes & Methodologies
1 10 (31.25%) Information Security
2 8 (25.00%) Agile Software Development
2 8 (25.00%) Change Management
2 8 (25.00%) Risk Management
3 6 (18.75%) Problem-Solving
3 6 (18.75%) Stakeholder Management
4 5 (15.63%) Security Management
5 4 (12.50%) Asset Management
5 4 (12.50%) Decision-Making
6 3 (9.38%) ArchiMate
6 3 (9.38%) Collaborative Working
6 3 (9.38%) Continuous Delivery
6 3 (9.38%) Data Analysis
6 3 (9.38%) DevOps
6 3 (9.38%) GAP Analysis
6 3 (9.38%) PRINCE2
6 3 (9.38%) Project Management
6 3 (9.38%) Security Architecture
6 3 (9.38%) TOGAF
7 2 (6.25%) ITIL
Programming Languages
1 8 (25.00%) SQL
2 3 (9.38%) Java
3 2 (6.25%) PL/SQL
4 1 (3.13%) Scala
Qualifications
1 5 (15.63%) CISSP
1 5 (15.63%) Degree
2 4 (12.50%) CISA
2 4 (12.50%) CISM
3 3 (9.38%) (ISC)2 CCSP
3 3 (9.38%) Cisco Certification
4 1 (3.13%) APMP
4 1 (3.13%) CGEIT
4 1 (3.13%) CRISC
Quality Assurance & Compliance
1 3 (9.38%) GDPR
1 3 (9.38%) ISO/IEC 27001
2 2 (6.25%) BS7799
2 2 (6.25%) HMG Security Policy Framework
3 1 (3.13%) Disclosure Scotland
3 1 (3.13%) PCI DSS
3 1 (3.13%) SLA
System Software
1 2 (6.25%) Active Directory
1 2 (6.25%) OpenAM
1 2 (6.25%) Virtual Machines
Systems Management
1 2 (6.25%) Ansible
1 2 (6.25%) Cobbler
1 2 (6.25%) NetBackup
1 2 (6.25%) Opscode Chef
1 2 (6.25%) Oracle Enterprise Manager
1 2 (6.25%) Puppet
1 2 (6.25%) Terraform
2 1 (3.13%) Ambari
Vendors
1 4 (12.50%) Oracle
2 3 (9.38%) Microsoft
3 2 (6.25%) ForgeRock
3 2 (6.25%) NetApp
3 2 (6.25%) Nimble Storage
3 2 (6.25%) Open-E
3 2 (6.25%) Software AG
3 2 (6.25%) Synology
3 2 (6.25%) Veritas
3 2 (6.25%) webMethods
4 1 (3.13%) Bloomberg
4 1 (3.13%) Charles River
4 1 (3.13%) ESRI
4 1 (3.13%) Google
4 1 (3.13%) Red Hat