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 7 December 2016 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
7 Dec 2016
Same period 2015 Same period 2014
Data Management
Rank 44 58 58
Rank change year-on-year
+14 0
Contract jobs citing Data Management 13 2 6
As % of all contract IT jobs located in Glasgow 2.41% 0.25% 0.83%
As % of the Processes & Methodologies category 2.95% 0.34% 1.01%
Number of daily rates quoted 7 1 2
Median daily rate £450 £500 £313
Median daily rate % change year-on-year
-10.00% +60.00%
90% offered a daily rate of more than £405 £500 £243
10% offered a daily rate of more than £450 £500 £383
UK excluding London median daily rate £438 £434 £420
% change year-on-year
+0.86% +3.27%
Number of hourly rates quoted 1 1 0
Median hourly rate £38.00 £49.41 -
Median hourly rate % change year-on-year
-23.09% -
UK excluding London median hourly rate £27.29 £35.00 £51.25
% change year-on-year
-22.04% -31.70%
Data Management
Scotland

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
440 597 593
As % of all contract IT jobs located in Glasgow 81.63% 75.76% 81.57%
Number of daily rates quoted 230 347 326
Median daily rate £370 £345 £358
Median daily rate % change year-on-year
+7.24% -3.49%
90% offered a daily rate of more than £263 £195 £256
10% offered a daily rate of more than £450 £475 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 7 6 7
Median hourly rate £38.00 £29.36 £35.00
Median hourly rate % change year-on-year
+29.44% -16.12%
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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
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 7 December 2016, 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 8 (34.78%) ETL
2 6 (26.09%) Data Modelling
2 6 (26.09%) BusinessObjects
2 6 (26.09%) Finance
2 6 (26.09%) Agile Software Development
2 6 (26.09%) Master Data Management
3 5 (21.74%) Apache Spark
3 5 (21.74%) QlikView
3 5 (21.74%) Visualisation
3 5 (21.74%) MongoDB
3 5 (21.74%) NoSQL
4 4 (17.39%) Oracle
4 4 (17.39%) Apache Cassandra
4 4 (17.39%) Data Visualisation
4 4 (17.39%) Tableau
4 4 (17.39%) Data Architecture
4 4 (17.39%) Data Integration
4 4 (17.39%) Logical Data Model
4 4 (17.39%) Enterprise Software
4 4 (17.39%) Analytical Skills
5 3 (13.04%) Prototyping
5 3 (13.04%) Physical Data Model
5 3 (13.04%) ETL Development
5 3 (13.04%) Rapid Prototyping
5 3 (13.04%) Data Governance
5 3 (13.04%) Data Quality
5 3 (13.04%) Security Cleared
5 3 (13.04%) SQL Server
5 3 (13.04%) DSDM
5 3 (13.04%) SAP

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 (21.74%) Apache Spark
2 2 (8.70%) SAS
3 1 (4.35%) CMS
3 1 (4.35%) WebSphere
Applications
1 2 (8.70%) MS Excel
1 2 (8.70%) MS PowerPoint
1 2 (8.70%) MS Project
1 2 (8.70%) MS Visio
2 1 (4.35%) Weka
Business Applications
1 2 (8.70%) SAP MDM
Database & Business Intelligence
1 6 (26.09%) BusinessObjects
2 5 (21.74%) MongoDB
2 5 (21.74%) NoSQL
2 5 (21.74%) QlikView
3 4 (17.39%) Apache Cassandra
4 3 (13.04%) Data Warehouse
4 3 (13.04%) SQL Server
5 2 (8.70%) Big Data
5 2 (8.70%) GIS
5 2 (8.70%) Pentaho
6 1 (4.35%) Oracle Database
6 1 (4.35%) QGIS
6 1 (4.35%) Spatial Data
Development Applications
1 3 (13.04%) Oracle APEX
2 2 (8.70%) Talend Open Studio
General
1 6 (26.09%) Finance
2 3 (13.04%) Manufacturing
3 2 (8.70%) Legal
4 1 (4.35%) Back Office
4 1 (4.35%) Banking
4 1 (4.35%) Multimedia
Job Titles
1 5 (21.74%) Analyst
1 5 (21.74%) Architect
1 5 (21.74%) Data Architect
2 3 (13.04%) Business Analyst
2 3 (13.04%) Data Engineer
2 3 (13.04%) Developer
2 3 (13.04%) Oracle Developer
3 2 (8.70%) Applications Developer
3 2 (8.70%) Consultant
3 2 (8.70%) Data Analyst
3 2 (8.70%) Oracle Applications Developer
3 2 (8.70%) Senior Analyst
4 1 (4.35%) Administrator
4 1 (4.35%) Cassandra Architect
4 1 (4.35%) Data Consultant
4 1 (4.35%) SAP Consultant
4 1 (4.35%) SAP MDM Consultant
4 1 (4.35%) Senior Business Analyst
4 1 (4.35%) Senior Data Analyst
4 1 (4.35%) Solutions Designer
Libraries, Frameworks & Software Standards
1 1 (4.35%) D3.js
1 1 (4.35%) PostGIS
1 1 (4.35%) SAP PI
1 1 (4.35%) Velocity
1 1 (4.35%) Web Services
1 1 (4.35%) WebSphere MQ
Miscellaneous
1 5 (21.74%) Visualisation
2 4 (17.39%) Analytical Skills
2 4 (17.39%) Data Integration
2 4 (17.39%) Enterprise Software
3 2 (8.70%) Management Information System
3 2 (8.70%) RIA
4 1 (4.35%) Computer Science
4 1 (4.35%) Ontologies
4 1 (4.35%) Remote Sensing
4 1 (4.35%) Social Media
Processes & Methodologies
1 8 (34.78%) ETL
2 6 (26.09%) Agile Software Development
2 6 (26.09%) Data Modelling
2 6 (26.09%) Master Data Management
3 4 (17.39%) Data Architecture
3 4 (17.39%) Data Visualisation
3 4 (17.39%) Logical Data Model
4 3 (13.04%) Data Governance
4 3 (13.04%) DSDM
4 3 (13.04%) ETL Development
4 3 (13.04%) Physical Data Model
4 3 (13.04%) Prototyping
4 3 (13.04%) Rapid Prototyping
5 2 (8.70%) Analytics
5 2 (8.70%) Business Intelligence
5 2 (8.70%) Information Management
5 2 (8.70%) Machine Learning
5 2 (8.70%) Programme Management
5 2 (8.70%) Quality Management
5 2 (8.70%) Scrum
Programming Languages
1 2 (8.70%) Python
2 1 (4.35%) R
2 1 (4.35%) SQL
2 1 (4.35%) VBA
Qualifications
1 3 (13.04%) Security Cleared
2 2 (8.70%) Degree
2 2 (8.70%) Postgraduate
2 2 (8.70%) SC Cleared
Quality Assurance & Compliance
1 3 (13.04%) Data Quality
2 1 (4.35%) BS7666
2 1 (4.35%) QA
Systems Management
1 1 (4.35%) AirWatch
Vendors
1 4 (17.39%) Oracle
1 4 (17.39%) Tableau
2 3 (13.04%) SAP
3 2 (8.70%) Talend
4 1 (4.35%) Cognos
4 1 (4.35%) JD Edwards
4 1 (4.35%) MicroStrategy
4 1 (4.35%) RapidMiner