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 29 March 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
29 Mar 2017
Same period 2016 Same period 2015
Rank 49 51 54
Rank change year-on-year +2 +3  
Contract jobs citing Data Management 8 8 15
As % of all contract IT jobs advertised in Glasgow 1.52% 1.37% 1.79%
As % of the Processes & Methodologies category 1.78% 1.64% 2.11%
Number of daily rates quoted 3 5 5
Median daily rate £425 £450 £450
Median daily rate % change year-on-year -5.55% -  
90% offered a daily rate of more than £325 £331 £427
10% offered a daily rate of more than £505 £540 £515
UK excluding London median daily rate £400 £425 £425
% change year-on-year -5.88% -  
Number of hourly rates quoted 0 0 1
Median hourly rate - - £36.00
UK excluding London median hourly rate £23.00 £31.71 £28.50
% change year-on-year -27.46% +11.25%  

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 450 489 712
As % of all contract IT job vacancies advertised in Glasgow 85.23% 83.88% 84.86%
Number of daily rates quoted 249 272 417
Median daily rate £365 £325 £400
Median daily rate % change year-on-year +12.30% -18.75%  
90% offered a daily rate of more than £240 £200 £267
10% offered a daily rate of more than £475 £450 £525
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 2 6 20
Median hourly rate £17.36 £30.00 £27.50
Median hourly rate % change year-on-year -42.15% +9.09%  
90% offered a hourly rate of more than £17.33 £13.45 £12.10
10% offered a hourly rate of more than £17.38 £32.50 £68.00
UK excluding London median hourly rate £35.75 £38.50 £30.00
% change year-on-year -7.14% +28.33%  

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 29 March 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 29 March 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 14 (56.00%) ETL
2 9 (36.00%) Data Modelling
2 9 (36.00%) Data Analysis
2 9 (36.00%) Data Quality
2 9 (36.00%) Master Data Management
3 8 (32.00%) SQL
4 7 (28.00%) Data Warehouse
5 6 (24.00%) GAP Analysis
5 6 (24.00%) Finance
5 6 (24.00%) Enterprise Software
5 6 (24.00%) Logical Data Model
5 6 (24.00%) Analytical Skills
6 5 (20.00%) Physical Data Model
6 5 (20.00%) QlikView
6 5 (20.00%) Agile Software Development
6 5 (20.00%) MS Excel
6 5 (20.00%) SQL Server
7 4 (16.00%) BusinessObjects
7 4 (16.00%) Business Intelligence
7 4 (16.00%) Banking
7 4 (16.00%) Visualisation
7 4 (16.00%) Analytics
7 4 (16.00%) Data Governance
8 3 (12.00%) MongoDB
8 3 (12.00%) Apache Cassandra
8 3 (12.00%) NoSQL
8 3 (12.00%) Data Visualisation
8 3 (12.00%) Rapid Prototyping
8 3 (12.00%) Use Case
8 3 (12.00%) Security Cleared

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:

Application Platforms
1 3 (12.00%) Apache Spark
2 2 (8.00%) SAS
Applications
1 5 (20.00%) MS Excel
2 2 (8.00%) MS PowerPoint
2 2 (8.00%) MS Project
3 1 (4.00%) MS Office
3 1 (4.00%) MS Visio
3 1 (4.00%) Spreadsheet
3 1 (4.00%) Weka
3 1 (4.00%) Windchill
Business Applications
1 1 (4.00%) Teamcenter
Database & Business Intelligence
1 7 (28.00%) Data Warehouse
2 5 (20.00%) QlikView
2 5 (20.00%) SQL Server
3 4 (16.00%) BusinessObjects
4 3 (12.00%) Apache Cassandra
4 3 (12.00%) MongoDB
4 3 (12.00%) NoSQL
5 2 (8.00%) GIS
5 2 (8.00%) Pentaho
6 1 (4.00%) Big Data
6 1 (4.00%) DB2
6 1 (4.00%) Geospatial Data
6 1 (4.00%) QGIS
6 1 (4.00%) Relational Database
6 1 (4.00%) Spatial Data
Development Applications
1 3 (12.00%) Oracle APEX
2 2 (8.00%) Talend Open Studio
3 1 (4.00%) Ant
3 1 (4.00%) Git (software)
3 1 (4.00%) Gradle
3 1 (4.00%) Hudson
3 1 (4.00%) Jenkins
3 1 (4.00%) Maven
General
1 6 (24.00%) Finance
2 4 (16.00%) Banking
3 3 (12.00%) Investment Banking
3 3 (12.00%) Legal
4 2 (8.00%) Manufacturing
5 1 (4.00%) Multimedia
Job Titles
1 9 (36.00%) Analyst
2 7 (28.00%) Data Analyst
3 4 (16.00%) Developer
4 3 (12.00%) Architect
4 3 (12.00%) Data Architect
4 3 (12.00%) Designer
4 3 (12.00%) Oracle Developer
4 3 (12.00%) Solutions Designer
5 2 (8.00%) Applications Developer
5 2 (8.00%) Business Analyst
5 2 (8.00%) MI Specialist
5 2 (8.00%) Oracle Applications Developer
5 2 (8.00%) Senior Analyst
5 2 (8.00%) Technical Specialist
5 2 (8.00%) Test Analyst
5 2 (8.00%) Test Data Analyst
6 1 (4.00%) Data Business Analyst
6 1 (4.00%) Data Engineer
6 1 (4.00%) Project Manager
6 1 (4.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (4.00%) D3.js
1 1 (4.00%) JSON
1 1 (4.00%) PostGIS
1 1 (4.00%) Protocol Buffers
1 1 (4.00%) SOAP
1 1 (4.00%) Spring
1 1 (4.00%) Web Services
1 1 (4.00%) XML
Miscellaneous
1 6 (24.00%) Analytical Skills
1 6 (24.00%) Enterprise Software
2 2 (8.00%) Management Information System
2 2 (8.00%) RIA
3 1 (4.00%) Derivative
3 1 (4.00%) Driving Licence
3 1 (4.00%) Fintech
3 1 (4.00%) OTC Derivatives
3 1 (4.00%) Social Media
Operating Systems
1 1 (4.00%) Unix
Processes & Methodologies
1 14 (56.00%) ETL
2 9 (36.00%) Data Analysis
2 9 (36.00%) Data Modelling
2 9 (36.00%) Master Data Management
3 6 (24.00%) GAP Analysis
3 6 (24.00%) Logical Data Model
4 5 (20.00%) Agile Software Development
4 5 (20.00%) Physical Data Model
5 4 (16.00%) Analytics
5 4 (16.00%) Business Intelligence
5 4 (16.00%) Data Governance
5 4 (16.00%) Visualisation
6 3 (12.00%) Business Analysis
6 3 (12.00%) Data Security
6 3 (12.00%) Data Visualisation
6 3 (12.00%) DSDM
6 3 (12.00%) Information Management
6 3 (12.00%) Rapid Prototyping
6 3 (12.00%) SOA
6 3 (12.00%) Use Case
Programming Languages
1 8 (32.00%) SQL
2 1 (4.00%) Java
2 1 (4.00%) Python
2 1 (4.00%) R
2 1 (4.00%) Shell Script
2 1 (4.00%) VB
Qualifications
1 3 (12.00%) Security Cleared
2 2 (8.00%) Postgraduate
2 2 (8.00%) SC Cleared
3 1 (4.00%) Degree
Quality Assurance & Compliance
1 9 (36.00%) Data Quality
2 1 (4.00%) BS7666
2 1 (4.00%) Dodd-Frank
2 1 (4.00%) EMIR
2 1 (4.00%) MiFID
2 1 (4.00%) QA
Vendors
1 3 (12.00%) Oracle
2 2 (8.00%) Microsoft
2 2 (8.00%) Tableau
2 2 (8.00%) Talend
3 1 (4.00%) AVEVA
3 1 (4.00%) Cognos
3 1 (4.00%) MicroStrategy
3 1 (4.00%) Perforce
3 1 (4.00%) RapidMiner