The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 3 months to 26 June 2017 with a comparison to the same period in 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.

Data Management
Scotland / Glasgow
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 56 68 55
Rank change year-on-year +12 -13  
Contract jobs citing Data Management 7 4 19
As % of all contract IT jobs advertised in Glasgow 1.05% 0.57% 2.11%
As % of the Processes & Methodologies category 1.26% 0.71% 2.53%
Number of daily rates quoted 4 1 6
Median daily rate £523 £450 £375
Median daily rate % change year-on-year +16.11% +20.00%  
90% offered a daily rate of more than £419 £450 £288
10% offered a daily rate of more than £525 £450 £400
UK excluding London median daily rate £440 £440 £430
% change year-on-year - +2.32%  
Number of hourly rates quoted 0 0 6
Median hourly rate - - £31.72
UK excluding London median hourly rate £18.00 £16.09 £35.00
% change year-on-year +11.87% -54.02%  

Data Management is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Glasgow
Contract job vacancies with a requirement for process and methodology skills 554 565 751
As % of all contract IT job vacancies advertised in Glasgow 83.31% 80.60% 83.35%
Number of daily rates quoted 296 340 387
Median daily rate £380 £358 £350
Median daily rate % change year-on-year +6.29% +2.14%  
90% offered a daily rate of more than £300 £247 £250
10% offered a daily rate of more than £475 £450 £450
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 7 1 29
Median hourly rate £25.00 £43.00 £36.00
Median hourly rate % change year-on-year -41.86% +19.44%  
90% offered a hourly rate of more than £13.75 £43.00 £13.00
10% offered a hourly rate of more than £40.00 £43.00 £42.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Management
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Data Management as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Management in Glasgow

Data Management
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Management in Glasgow.

Contractor daily rate trend for Data Management in Glasgow

Data Management
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Data Management in Glasgow over the 3 months to 26 June 2017.

Contractor daily rate histogram for Data Management in Glasgow

Data Management
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Data Management in Glasgow

For the 6 months to 26 June 2017, IT contractor jobs citing Data Management 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 Glasgow region with a requirement for Data Management.

1 9 (56.25%) SQL
2 8 (50.00%) Data Analysis
2 8 (50.00%) Master Data Management
3 7 (43.75%) ETL
4 6 (37.50%) GAP Analysis
4 6 (37.50%) Data Quality
5 5 (31.25%) Finance
5 5 (31.25%) Stakeholder Management
6 4 (25.00%) Microsoft
6 4 (25.00%) Analytical Skills
7 3 (18.75%) Logical Data Model
7 3 (18.75%) Functional Testing
7 3 (18.75%) Data Governance
7 3 (18.75%) Degree
7 3 (18.75%) Business Intelligence
7 3 (18.75%) Data Warehouse
7 3 (18.75%) Data Modelling
7 3 (18.75%) Data Security
7 3 (18.75%) Banking
7 3 (18.75%) Enterprise Architecture
8 2 (12.50%) Maven
8 2 (12.50%) Investment Banking
8 2 (12.50%) TOGAF
8 2 (12.50%) Regression Testing
8 2 (12.50%) Agile Software Development
8 2 (12.50%) ERP
8 2 (12.50%) Java
8 2 (12.50%) Microsoft Excel
8 2 (12.50%) Cognos
8 2 (12.50%) SQL Server

Data Management
Co-occurring IT Skills in Glasgow 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:

Applications
1 2 (12.50%) Microsoft Excel
2 1 (6.25%) Microsoft Project
2 1 (6.25%) Spreadsheet
2 1 (6.25%) Windchill
Business Applications
1 2 (12.50%) Cognos Business Intelligence
2 1 (6.25%) Dynamics AX
2 1 (6.25%) Teamcenter
Database & Business Intelligence
1 3 (18.75%) Data Warehouse
2 2 (12.50%) Cognos Framework Manager
2 2 (12.50%) Snowflake Schema
2 2 (12.50%) SQL Server
3 1 (6.25%) Data Mining
3 1 (6.25%) DB2
3 1 (6.25%) Relational Database
Development Applications
1 2 (12.50%) Git (software)
1 2 (12.50%) Jenkins
1 2 (12.50%) Maven
2 1 (6.25%) Ant
2 1 (6.25%) Appium
2 1 (6.25%) Gradle
2 1 (6.25%) Hudson
2 1 (6.25%) Selenium
2 1 (6.25%) SoapUI
2 1 (6.25%) Subversion
2 1 (6.25%) Visual Studio Team System
2 1 (6.25%) WebDriver
General
1 5 (31.25%) Finance
2 3 (18.75%) Banking
3 2 (12.50%) Investment Banking
4 1 (6.25%) Legal
4 1 (6.25%) Manufacturing
Job Titles
1 6 (37.50%) Analyst
1 6 (37.50%) Data Analyst
2 2 (12.50%) Architect
2 2 (12.50%) Data Architect
2 2 (12.50%) Test Analyst
2 2 (12.50%) Test Data Analyst
2 2 (12.50%) Tester
3 1 (6.25%) Designer
3 1 (6.25%) Developer
3 1 (6.25%) Functional Tester
3 1 (6.25%) iOS Tester
3 1 (6.25%) Java Developer
3 1 (6.25%) Principal Engineer
3 1 (6.25%) Principal Software Engineer
3 1 (6.25%) Project Manager
3 1 (6.25%) Software Engineer
3 1 (6.25%) Solutions Designer
3 1 (6.25%) Test Manager
Libraries, Frameworks & Software Standards
1 2 (12.50%) SOAP
2 1 (6.25%) JSON
2 1 (6.25%) Protocol Buffers
2 1 (6.25%) REST
2 1 (6.25%) Spring
2 1 (6.25%) Web Services
2 1 (6.25%) XML
Miscellaneous
1 4 (25.00%) Analytical Skills
2 2 (12.50%) Enterprise Software
3 1 (6.25%) Computer Science
3 1 (6.25%) Cyberthreat
3 1 (6.25%) Derivative
3 1 (6.25%) Fintech
3 1 (6.25%) Mainframe
3 1 (6.25%) Management Information System
3 1 (6.25%) Mobile App
3 1 (6.25%) OTC Derivatives
3 1 (6.25%) Replication
Operating Systems
1 1 (6.25%) Android
1 1 (6.25%) Apple iOS
1 1 (6.25%) Unix
Processes & Methodologies
1 8 (50.00%) Data Analysis
1 8 (50.00%) Master Data Management
2 7 (43.75%) ETL
3 6 (37.50%) GAP Analysis
4 5 (31.25%) Stakeholder Management
5 3 (18.75%) Business Intelligence
5 3 (18.75%) Data Governance
5 3 (18.75%) Data Modelling
5 3 (18.75%) Data Security
5 3 (18.75%) Enterprise Architecture
5 3 (18.75%) Functional Testing
5 3 (18.75%) Logical Data Model
6 2 (12.50%) ArchiMate
6 2 (12.50%) Data Integration
6 2 (12.50%) ERD
6 2 (12.50%) Investment Management
6 2 (12.50%) Kimball Methodology
6 2 (12.50%) SDLC
6 2 (12.50%) Stakeholder Engagement
6 2 (12.50%) Test Automation
Programming Languages
1 9 (56.25%) SQL
2 2 (12.50%) Java
3 1 (6.25%) JavaScript
3 1 (6.25%) Shell Script
Qualifications
1 3 (18.75%) Degree
2 1 (6.25%) CISA
2 1 (6.25%) CISSP
2 1 (6.25%) Computer Science Degree
2 1 (6.25%) CRISC
2 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 6 (37.50%) Data Quality
2 1 (6.25%) Dodd-Frank
2 1 (6.25%) EMIR
2 1 (6.25%) MiFID
2 1 (6.25%) PMO
2 1 (6.25%) QA
Vendors
1 4 (25.00%) Microsoft
2 2 (12.50%) Cognos
3 1 (6.25%) AVEVA
3 1 (6.25%) Perforce