The table below looks at the statistics for Data Analysis skills in IT contracts advertised for the Cardiff region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Analysis over the 3 months to 22 February 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
22 Feb 2017
Same period 2016 Same period 2015
Data Analysis
South Wales / Cardiff
Rank 34 57 37
Rank change year-on-year
+23 -20
Contract jobs citing Data Analysis 5 2 3
As % of all contract IT jobs located in Cardiff 1.52% 0.47% 1.06%
As % of the Processes & Methodologies category 1.77% 0.53% 1.46%
Number of daily rates quoted 4 1 3
Median daily rate £425 £400 £375
Median daily rate % change year-on-year
+6.25% +6.66%
UK excluding London median daily rate £400 £388 £365
% change year-on-year
+3.22% +6.16%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.99 £15.75 £18.38
% change year-on-year
+26.88% -14.28%

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

Processes & Methodologies Category
Cardiff
Contract IT job ads with a match in the
Processes & Methodologies category
282 380 205
As % of all contract IT jobs located in Cardiff 85.45% 89.41% 72.18%
Number of daily rates quoted 229 290 158
Median daily rate £375 £350 £375
Median daily rate % change year-on-year
+7.14% -6.66%
90% offered a daily rate of more than £183 £275 £235
10% offered a daily rate of more than £513 £425 £475
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 7 12 8
Median hourly rate £25.00 £13.00 £22.50
Median hourly rate % change year-on-year
+92.30% -42.22%
90% offered a hourly rate of more than £16.50 £13.00 £15.25
10% offered a hourly rate of more than £43.25 £47.00 £30.50
UK excluding London median hourly rate £35.00 £40.00 £27.50
% change year-on-year
-12.50% +45.45%

Data Analysis
Jobs Demand Trend in Cardiff

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

Data Analysis Jobs Demand Trend in Cardiff

Data Analysis
Daily Rate Trend in Cardiff

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

Data Analysis Daily Rate Trend in Cardiff

Data Analysis
Hourly Rate Trend in Cardiff

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

Data Analysis Hourly Rate Trend in Cardiff

Data Analysis
Top 30 Related IT Skills in Cardiff

For the 6 months to 22 February 2017, IT contractor jobs citing Data Analysis 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 Cardiff region with a requirement for Data Analysis.

1 12 (60.00%) SQL
2 11 (55.00%) Data Warehouse
2 11 (55.00%) Data Mapping
3 10 (50.00%) Teradata
3 10 (50.00%) Oracle
3 10 (50.00%) ETL
4 9 (45.00%) Informatica
4 9 (45.00%) PowerCenter
4 9 (45.00%) Database Tuning
4 9 (45.00%) Oracle Database
4 9 (45.00%) ETL Development
5 6 (30.00%) PowerExchange
5 6 (30.00%) Change Data Capture
6 5 (25.00%) Data Quality
7 4 (20.00%) Finance
7 4 (20.00%) Windows
7 4 (20.00%) Linux
7 4 (20.00%) SQL Server
7 4 (20.00%) Oracle RAC
8 3 (15.00%) Data Architecture
8 3 (15.00%) Credit Risk
8 3 (15.00%) Risk Analysis
8 3 (15.00%) Agile Software Development
8 3 (15.00%) OLAP
8 3 (15.00%) SAS
8 3 (15.00%) OLAP Cube
8 3 (15.00%) iSeries
9 2 (10.00%) Fintech
9 2 (10.00%) SAS Data Integration Studio
9 2 (10.00%) Coaching

Data Analysis
Top Related IT Skills in Cardiff 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 6 (30.00%) PowerExchange
2 3 (15.00%) SAS
3 1 (5.00%) Apache
3 1 (5.00%) Apache Spark
3 1 (5.00%) Luigi
3 1 (5.00%) Tomcat
Applications
1 1 (5.00%) MS Excel
Cloud Services
1 1 (5.00%) Amazon AWS
Database & Business Intelligence
1 11 (55.00%) Data Warehouse
2 9 (45.00%) Oracle Database
2 9 (45.00%) PowerCenter
3 4 (20.00%) SQL Server
4 3 (15.00%) OLAP
4 3 (15.00%) OLAP Cube
5 2 (10.00%) SAS Data Integration Studio
5 2 (10.00%) SQL Server Reporting Services
6 1 (5.00%) Amazon Redshift
6 1 (5.00%) Data Mining
6 1 (5.00%) MySQL
6 1 (5.00%) PostgreSQL
6 1 (5.00%) SAS Enterprise Guide
6 1 (5.00%) SQL Server 2014
6 1 (5.00%) SQL Server Integration Services
Development Applications
1 1 (5.00%) JMeter
1 1 (5.00%) JUnit
1 1 (5.00%) LoadRunner
1 1 (5.00%) Selenium
1 1 (5.00%) SoapUI
1 1 (5.00%) Talend Open Studio
1 1 (5.00%) Team Foundation Server
1 1 (5.00%) Visual Studio
General
1 4 (20.00%) Finance
2 2 (10.00%) Banking
3 1 (5.00%) Investment Banking
Job Titles
1 10 (50.00%) Consultant
2 8 (40.00%) Informatica Consultant
3 7 (35.00%) Analyst
4 4 (20.00%) Developer
5 3 (15.00%) Business Analyst
5 3 (15.00%) Data Analyst
5 3 (15.00%) ETL Consultant
6 2 (10.00%) Oracle Consultant
6 2 (10.00%) SAS Developer
6 2 (10.00%) Teradata Consultant
7 1 (5.00%) Data Business Analyst
7 1 (5.00%) Data Warehouse Developer
7 1 (5.00%) QA Analyst
7 1 (5.00%) QA Engineer
7 1 (5.00%) QA Test Analyst
7 1 (5.00%) QA Test Engineer
7 1 (5.00%) SAS Analyst
7 1 (5.00%) SQL Developer
7 1 (5.00%) SQL Server Developer
7 1 (5.00%) Test Engineer
Miscellaneous
1 3 (15.00%) Credit Risk
1 3 (15.00%) iSeries
2 2 (10.00%) Fintech
3 1 (5.00%) NHS
Operating Systems
1 4 (20.00%) Linux
1 4 (20.00%) Windows
Processes & Methodologies
1 11 (55.00%) Data Mapping
2 10 (50.00%) ETL
3 9 (45.00%) Database Tuning
3 9 (45.00%) ETL Development
4 6 (30.00%) Change Data Capture
5 3 (15.00%) Agile Software Development
5 3 (15.00%) Data Architecture
5 3 (15.00%) Risk Analysis
6 2 (10.00%) Coaching
6 2 (10.00%) Stakeholder Management
7 1 (5.00%) Analytics
7 1 (5.00%) Asset Management
7 1 (5.00%) Data Transformation
7 1 (5.00%) Functional Testing
7 1 (5.00%) Kimball Methodology
7 1 (5.00%) Non-Functional Testing
7 1 (5.00%) Scrum
7 1 (5.00%) SDLC
7 1 (5.00%) Test Planning
7 1 (5.00%) Test Scripting
Programming Languages
1 12 (60.00%) SQL
2 1 (5.00%) Bash Shell
2 1 (5.00%) Java
2 1 (5.00%) PowerShell
2 1 (5.00%) Python
2 1 (5.00%) T-SQL
2 1 (5.00%) VBA
Quality Assurance & Compliance
1 5 (25.00%) Data Quality
2 1 (5.00%) QA
System Software
1 4 (20.00%) Oracle RAC
Vendors
1 10 (50.00%) Oracle
1 10 (50.00%) Teradata
2 9 (45.00%) Informatica
3 1 (5.00%) Ab Initio
3 1 (5.00%) Cognos
3 1 (5.00%) Microsoft
3 1 (5.00%) SAP
3 1 (5.00%) Tableau
3 1 (5.00%) Talend