The table below looks at the statistics for Data Management skills in IT contracts advertised for the Glasgow region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Management over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Data Management
Scotland / Glasgow
Rank 36 57 57
Rank change year-on-year
+21 0
Contract jobs citing Data Management 14 2 7
As % of all contract IT jobs located in Glasgow 2.86% 0.30% 0.96%
As % of the Processes & Methodologies category 3.39% 0.40% 1.18%
Number of daily rates quoted 4 1 2
Median daily rate £405 £600 £313
Median daily rate % change year-on-year
-32.50% +92.00%
90% offered a daily rate of more than £272 £600 £243
10% offered a daily rate of more than £423 £600 £383
UK excluding London median daily rate £400 £425 £400
% change year-on-year
-5.88% +6.25%
Number of hourly rates quoted 2 1 0
Median hourly rate £37.75 £49.41 -
Median hourly rate % change year-on-year
-23.59% -
UK excluding London median hourly rate £36.50 £18.00 £30.50
% change year-on-year
+102.77% -40.98%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Glasgow region.

Processes & Methodologies Category
Glasgow
Contract IT job ads with a match in the
Processes & Methodologies category
413 502 592
As % of all contract IT jobs located in Glasgow 84.29% 75.26% 80.87%
Number of daily rates quoted 215 285 343
Median daily rate £350 £338 £375
Median daily rate % change year-on-year
+3.70% -10.00%
90% offered a daily rate of more than £242 £225 £275
10% offered a daily rate of more than £500 £475 £463
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 8 4 8
Median hourly rate £37.50 £33.71 £17.50
Median hourly rate % change year-on-year
+11.24% +92.62%
90% offered a hourly rate of more than £17.32 £16.50 £15.26
10% offered a hourly rate of more than £61.77 £49.41 £25.50
UK excluding London median hourly rate £35.00 £39.00 £26.00
% change year-on-year
-10.25% +50.00%

Data Management
Jobs Demand Trend in Glasgow

The demand trend of contract jobs across the Glasgow region citing Data Management as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Glasgow

Data Management
Daily Rate Trend in Glasgow

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

Data Management Daily Rate Trend in Glasgow

Data Management
Daily Rate Histogram in Glasgow

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Management across the Glasgow region over the 3 months to 16 January 2017.

Data Management Daily Rate Histogram in Glasgow

Data Management
Hourly Rate Trend in Glasgow

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

Data Management Hourly Rate Trend in Glasgow

Data Management
Top 30 Related IT Skills in Glasgow

For the 6 months to 16 January 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 11 (39.29%) ETL
2 9 (32.14%) Data Modelling
2 9 (32.14%) Master Data Management
3 7 (25.00%) QlikView
3 7 (25.00%) Finance
4 6 (21.43%) Data Warehouse
4 6 (21.43%) BusinessObjects
4 6 (21.43%) Data Quality
5 5 (17.86%) Enterprise Software
5 5 (17.86%) Analytical Skills
5 5 (17.86%) Apache Spark
5 5 (17.86%) Logical Data Model
5 5 (17.86%) Visualisation
5 5 (17.86%) MongoDB
5 5 (17.86%) NoSQL
5 5 (17.86%) MS Excel
5 5 (17.86%) SQL Server
5 5 (17.86%) Agile Software Development
5 5 (17.86%) Data Analysis
6 4 (14.29%) Manufacturing
6 4 (14.29%) Oracle
6 4 (14.29%) Data Visualisation
6 4 (14.29%) Tableau
6 4 (14.29%) Data Governance
6 4 (14.29%) Apache Cassandra
6 4 (14.29%) Data Integration
6 4 (14.29%) Data Architecture
6 4 (14.29%) Physical Data Model
6 4 (14.29%) Analytics
7 3 (10.71%) ETL Development

Data Management
Top Related 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 5 (17.86%) Apache Spark
2 2 (7.14%) SAS
3 1 (3.57%) WebSphere
Applications
1 5 (17.86%) MS Excel
2 3 (10.71%) MS PowerPoint
3 2 (7.14%) MS Project
3 2 (7.14%) MS Visio
4 1 (3.57%) MS Office
4 1 (3.57%) Weka
4 1 (3.57%) Windchill
Business Applications
1 2 (7.14%) SAP MDM
2 1 (3.57%) Teamcenter
Database & Business Intelligence
1 7 (25.00%) QlikView
2 6 (21.43%) BusinessObjects
2 6 (21.43%) Data Warehouse
3 5 (17.86%) MongoDB
3 5 (17.86%) NoSQL
3 5 (17.86%) SQL Server
4 4 (14.29%) Apache Cassandra
5 2 (7.14%) Big Data
5 2 (7.14%) GIS
5 2 (7.14%) Pentaho
6 1 (3.57%) Oracle Database
6 1 (3.57%) QGIS
6 1 (3.57%) Spatial Data
Development Applications
1 3 (10.71%) Oracle APEX
2 2 (7.14%) Talend Open Studio
General
1 7 (25.00%) Finance
2 4 (14.29%) Manufacturing
3 3 (10.71%) Banking
4 2 (7.14%) Investment Banking
4 2 (7.14%) Legal
5 1 (3.57%) Multimedia
Job Titles
1 7 (25.00%) Analyst
2 5 (17.86%) Architect
2 5 (17.86%) Data Architect
3 4 (14.29%) Data Analyst
4 3 (10.71%) Business Analyst
4 3 (10.71%) Data Engineer
4 3 (10.71%) Developer
4 3 (10.71%) Oracle Developer
5 2 (7.14%) Applications Developer
5 2 (7.14%) Consultant
5 2 (7.14%) Designer
5 2 (7.14%) MI Specialist
5 2 (7.14%) Oracle Applications Developer
5 2 (7.14%) Senior Analyst
5 2 (7.14%) Solutions Designer
5 2 (7.14%) Technical Specialist
6 1 (3.57%) Data Consultant
6 1 (3.57%) JDE Business Analyst
6 1 (3.57%) Principal Engineer
6 1 (3.57%) SAP MDM Consultant
Libraries, Frameworks & Software Standards
1 1 (3.57%) D3.js
1 1 (3.57%) PostGIS
1 1 (3.57%) Web Services
1 1 (3.57%) WebSphere MQ
Miscellaneous
1 5 (17.86%) Analytical Skills
1 5 (17.86%) Enterprise Software
1 5 (17.86%) Visualisation
2 4 (14.29%) Data Integration
3 2 (7.14%) Management Information System
3 2 (7.14%) RIA
4 1 (3.57%) Computer Science
4 1 (3.57%) Driving Licence
4 1 (3.57%) Ontologies
4 1 (3.57%) Remote Sensing
4 1 (3.57%) Social Media
Processes & Methodologies
1 11 (39.29%) ETL
2 9 (32.14%) Data Modelling
2 9 (32.14%) Master Data Management
3 5 (17.86%) Agile Software Development
3 5 (17.86%) Data Analysis
3 5 (17.86%) Logical Data Model
4 4 (14.29%) Analytics
4 4 (14.29%) Data Architecture
4 4 (14.29%) Data Governance
4 4 (14.29%) Data Visualisation
4 4 (14.29%) Physical Data Model
5 3 (10.71%) Business Analysis
5 3 (10.71%) Business Intelligence
5 3 (10.71%) DSDM
5 3 (10.71%) ETL Development
5 3 (10.71%) Information Management
5 3 (10.71%) Prototyping
5 3 (10.71%) Rapid Prototyping
6 2 (7.14%) Programme Management
6 2 (7.14%) SOA
Programming Languages
1 3 (10.71%) SQL
2 2 (7.14%) Python
3 1 (3.57%) R
3 1 (3.57%) VB
3 1 (3.57%) VBA
Qualifications
1 3 (10.71%) Security Cleared
2 2 (7.14%) Degree
2 2 (7.14%) Postgraduate
2 2 (7.14%) SC Cleared
Quality Assurance & Compliance
1 6 (21.43%) Data Quality
2 1 (3.57%) BS7666
2 1 (3.57%) QA
Vendors
1 4 (14.29%) Oracle
1 4 (14.29%) Tableau
2 2 (7.14%) SAP
2 2 (7.14%) Talend
3 1 (3.57%) AVEVA
3 1 (3.57%) Cognos
3 1 (3.57%) JD Edwards
3 1 (3.57%) Microsoft
3 1 (3.57%) MicroStrategy
3 1 (3.57%) RapidMiner