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 8 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
8 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 30 55 39
Rank change year-on-year
+25 -16
Contract jobs citing Data Analysis 15 2 9
As % of all contract IT jobs located in Cardiff 4.64% 0.47% 2.80%
As % of the Processes & Methodologies category 5.73% 0.58% 3.52%
Number of daily rates quoted 10 1 9
Median daily rate £450 £400 £375
Median daily rate % change year-on-year
+12.50% +6.66%
90% offered a daily rate of more than £370 £400 £325
10% offered a daily rate of more than £505 £400 £505
UK excluding London median daily rate £388 £410 £375
% change year-on-year
-5.48% +9.33%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.00 £20.63 £28.00
% change year-on-year
-7.87% -26.33%
Data Analysis
South Wales

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
262 347 256
As % of all contract IT jobs located in Cardiff 81.11% 80.89% 79.75%
Number of daily rates quoted 213 291 200
Median daily rate £403 £325 £350
Median daily rate % change year-on-year
+23.84% -7.14%
90% offered a daily rate of more than £275 £285 £250
10% offered a daily rate of more than £500 £425 £475
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 8 5 4
Median hourly rate £25.00 £21.00 £22.50
Median hourly rate % change year-on-year
+19.04% -6.66%
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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
Daily Rate Histogram in Cardiff

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analysis across the Cardiff region over the 3 months to 8 December 2016.

Data Analysis Daily Rate Histogram 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 8 December 2016, 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 16 (80.00%) SQL
2 14 (70.00%) Data Warehouse
3 13 (65.00%) ETL
4 11 (55.00%) Data Mapping
5 10 (50.00%) Teradata
5 10 (50.00%) Oracle
6 9 (45.00%) Informatica
6 9 (45.00%) PowerCenter
6 9 (45.00%) Database Tuning
6 9 (45.00%) Oracle Database
6 9 (45.00%) ETL Development
7 7 (35.00%) SQL Server
8 6 (30.00%) PowerExchange
8 6 (30.00%) Agile Software Development
8 6 (30.00%) Change Data Capture
9 5 (25.00%) Data Quality
9 5 (25.00%) Finance
9 5 (25.00%) SQL Server Reporting Services
10 4 (20.00%) Business Intelligence
10 4 (20.00%) T-SQL
10 4 (20.00%) Windows
10 4 (20.00%) Linux
10 4 (20.00%) SQL Server Integration Services
10 4 (20.00%) Oracle RAC
11 3 (15.00%) Risk Analysis
11 3 (15.00%) Scrum
11 3 (15.00%) Cognos
11 3 (15.00%) iSeries
11 3 (15.00%) Change Control
11 3 (15.00%) Kimball Methodology

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 1 (5.00%) Apache
2 1 (5.00%) Apache Spark
2 1 (5.00%) Luigi
2 1 (5.00%) Tomcat
Applications
1 2 (10.00%) Spreadsheet
Cloud Services
1 1 (5.00%) Amazon AWS
Database & Business Intelligence
1 14 (70.00%) Data Warehouse
2 9 (45.00%) Oracle Database
2 9 (45.00%) PowerCenter
3 7 (35.00%) SQL Server
4 5 (25.00%) SQL Server Reporting Services
5 4 (20.00%) SQL Server Integration Services
6 2 (10.00%) BusinessObjects
6 2 (10.00%) Microsoft Analysis Services
6 2 (10.00%) SQL Server Analysis Services
6 2 (10.00%) Star Schema
7 1 (5.00%) Amazon Redshift
7 1 (5.00%) Data Mining
7 1 (5.00%) MySQL
7 1 (5.00%) PostgreSQL
7 1 (5.00%) SQL Server 2014
Development Applications
1 2 (10.00%) JMeter
1 2 (10.00%) JUnit
1 2 (10.00%) Selenium
1 2 (10.00%) SoapUI
2 1 (5.00%) LoadRunner
2 1 (5.00%) Talend Open Studio
2 1 (5.00%) Team Foundation Server
2 1 (5.00%) Visual Studio
General
1 5 (25.00%) Finance
2 1 (5.00%) Banking
Job Titles
1 9 (45.00%) Consultant
2 8 (40.00%) Informatica Consultant
3 7 (35.00%) Analyst
4 5 (25.00%) Developer
5 3 (15.00%) Business Analyst
5 3 (15.00%) ETL Consultant
5 3 (15.00%) SQL Developer
6 2 (10.00%) Data Analyst
6 2 (10.00%) Oracle Consultant
6 2 (10.00%) Teradata Consultant
6 2 (10.00%) Test Analyst
7 1 (5.00%) Data Business Analyst
7 1 (5.00%) Exchange Consultant
7 1 (5.00%) Financial Analyst
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%) SQL BI Developer
7 1 (5.00%) SSIS Developer
Miscellaneous
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 13 (65.00%) ETL
2 11 (55.00%) Data Mapping
3 9 (45.00%) Database Tuning
3 9 (45.00%) ETL Development
4 6 (30.00%) Agile Software Development
4 6 (30.00%) Change Data Capture
5 4 (20.00%) Business Intelligence
6 3 (15.00%) Change Control
6 3 (15.00%) Kimball Methodology
6 3 (15.00%) Risk Analysis
6 3 (15.00%) Scrum
7 2 (10.00%) SDLC
7 2 (10.00%) Test Planning
7 2 (10.00%) Test Scripting
8 1 (5.00%) Asset Management
8 1 (5.00%) Functional Testing
8 1 (5.00%) Kanban
8 1 (5.00%) Migration
8 1 (5.00%) Non-Functional Testing
8 1 (5.00%) Reverse Engineering
Programming Languages
1 16 (80.00%) SQL
2 4 (20.00%) T-SQL
3 2 (10.00%) VB
4 1 (5.00%) Bash Shell
4 1 (5.00%) Java
4 1 (5.00%) PowerShell
4 1 (5.00%) Python
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 3 (15.00%) Cognos
4 1 (5.00%) Ab Initio
4 1 (5.00%) SAP
4 1 (5.00%) Tableau
4 1 (5.00%) Talend