The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 81 71 81
Rank change year-on-year
-10 +10
Permanent jobs citing Data Analysis 16 22 14
As % of all permanent IT jobs located in South Wales 1.52% 1.91% 1.24%
As % of the Processes & Methodologies category 1.71% 2.31% 1.51%
Number of salaries quoted 14 19 10
Median salary £35,000 £27,500 £35,000
Median salary % change year-on-year
+27.27% -21.42%
90% offered a salary of more than £25,000 £25,100 £28,100
10% offered a salary of more than £51,750 £55,000 £39,100
UK excluding London median salary £41,500 £38,500 £39,250
% change year-on-year
+7.79% -1.91%
Data Analysis
Wales

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

Processes & Methodologies Category
South Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
933 952 925
As % of all permanent IT jobs located in South Wales 88.35% 82.78% 81.71%
Number of salaries quoted 823 827 764
Median salary £37,725 £37,500 £36,000
Median salary % change year-on-year
+0.59% +4.16%
90% offered a salary of more than £26,850 £27,500 £27,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in South Wales

The demand trend of job ads across the South Wales region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in South Wales

Data Analysis
Salary Trend in South Wales

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis across the South Wales region.

Data Analysis Salary Trend in South Wales

Data Analysis
Salary Histogram in South Wales

This chart provides a salary histogram for IT jobs citing Data Analysis across the South Wales region over the 3 months to 3 December 2016.

Data Analysis Salary Histogram in South Wales

Data Analysis
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the South Wales region over the 3 months to 3 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cardiff +1 11 £45,000 +63.63% 2
Bridgend - 2 £25,000 -
Torfaen - 2 - -
Caerphilly +8 1 £18,000 -5.26%
Data Analysis
Wales

Data Analysis
Top 30 Related IT Skills in South Wales

For the 6 months to 3 December 2016, IT 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 job ads across the South Wales region with a requirement for Data Analysis.

1 21 (40.38%) Degree
2 20 (38.46%) Machine Learning
2 20 (38.46%) Analytics
2 20 (38.46%) Python
2 20 (38.46%) Agile Software Development
3 18 (34.62%) Statistics
3 18 (34.62%) C++
3 18 (34.62%) Mathematics
4 17 (32.69%) C#
5 16 (30.77%) Software Engineering
5 16 (30.77%) Computer Science
5 16 (30.77%) Life Science
5 16 (30.77%) Informatics
6 15 (28.85%) SQL
7 13 (25.00%) Java
7 13 (25.00%) Artificial Intelligence
7 13 (25.00%) Physics
7 13 (25.00%) Natural Language Processing
7 13 (25.00%) Health Informatics
8 12 (23.08%) SQL Server Integration Services
9 11 (21.15%) Finance
10 10 (19.23%) SQL Server
10 10 (19.23%) Windows
10 10 (19.23%) BPSS Clearance
11 9 (17.31%) ETL
12 6 (11.54%) Data Warehouse
12 6 (11.54%) High Availability
12 6 (11.54%) SQL Server 2012
12 6 (11.54%) Team Foundation Server
12 6 (11.54%) Scala

Data Analysis
Top Related IT Skills in South Wales 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 4 (7.69%) Apache Pig
1 4 (7.69%) Apache Spark
1 4 (7.69%) SAS
Applications
1 4 (7.69%) MS Excel
1 4 (7.69%) MS PowerPoint
1 4 (7.69%) MS Visio
2 3 (5.77%) SPSS
Cloud Services
1 4 (7.69%) Office 365
2 1 (1.92%) Amazon AWS
Communications & Networking
1 4 (7.69%) Firewall
1 4 (7.69%) VPN
2 2 (3.85%) TCP/IP
Database & Business Intelligence
1 12 (23.08%) SQL Server Integration Services
2 10 (19.23%) SQL Server
3 6 (11.54%) Data Warehouse
3 6 (11.54%) SQL Server 2012
4 4 (7.69%) Apache Hive
4 4 (7.69%) Big Data
4 4 (7.69%) Hadoop
4 4 (7.69%) Mahout
5 3 (5.77%) Oracle Database
5 3 (5.77%) Oracle Reports
5 3 (5.77%) SQL Server 2008
5 3 (5.77%) SQL Server Reporting Services
5 3 (5.77%) SSDT
6 2 (3.85%) Apache Cassandra
6 2 (3.85%) NoSQL
6 2 (3.85%) Riak
7 1 (1.92%) QlikView
Development Applications
1 6 (11.54%) Team Foundation Server
2 3 (5.77%) Oracle Forms
2 3 (5.77%) Subversion
2 3 (5.77%) Visual Studio
General
1 11 (21.15%) Finance
2 1 (1.92%) Marketing
Job Titles
1 17 (32.69%) Developer
2 16 (30.77%) Research Engineer
2 16 (30.77%) Software Engineer
3 12 (23.08%) SQL Developer
4 10 (19.23%) Analyst
5 5 (9.62%) Business Analyst
5 5 (9.62%) DBA
5 5 (9.62%) SQL DBA
6 4 (7.69%) Data Analyst
6 4 (7.69%) Data Scientist
6 4 (7.69%) IT Support
6 4 (7.69%) IT Support Technician
6 4 (7.69%) IT Technician
6 4 (7.69%) Support Technician
7 3 (5.77%) Machine Learning Scientist
7 3 (5.77%) Oracle Developer
7 3 (5.77%) Web Developer
8 2 (3.85%) Erlang Developer
8 2 (3.85%) Software Developer
9 1 (1.92%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 13 (25.00%) Natural Language Processing
2 3 (5.77%) .NET
2 3 (5.77%) .NET Framework
2 3 (5.77%) ASP.NET
2 3 (5.77%) ASP.NET MVC
2 3 (5.77%) CSS
2 3 (5.77%) Entity Framework
2 3 (5.77%) Highcharts JS
2 3 (5.77%) HTML
2 3 (5.77%) HTML5
2 3 (5.77%) jQuery
2 3 (5.77%) KnockoutJS
2 3 (5.77%) RequireJS
2 3 (5.77%) SignalR
2 3 (5.77%) WCF
Miscellaneous
1 18 (34.62%) Mathematics
1 18 (34.62%) Statistics
2 16 (30.77%) Computer Science
2 16 (30.77%) Informatics
2 16 (30.77%) Life Science
3 13 (25.00%) Artificial Intelligence
3 13 (25.00%) Health Informatics
3 13 (25.00%) Physics
4 4 (7.69%) Algorithms
5 3 (5.77%) Analytical Skills
6 2 (3.85%) Economics
7 1 (1.92%) CMDB
7 1 (1.92%) Data Centre
7 1 (1.92%) Driving Licence
Operating Systems
1 10 (19.23%) Windows
2 4 (7.69%) Windows Server
2 4 (7.69%) Windows Server 2012
Processes & Methodologies
1 20 (38.46%) Agile Software Development
1 20 (38.46%) Analytics
1 20 (38.46%) Machine Learning
2 16 (30.77%) Software Engineering
3 9 (17.31%) ETL
4 6 (11.54%) High Availability
5 5 (9.62%) Statistical Modelling
6 4 (7.69%) Data Security
6 4 (7.69%) SDLC
6 4 (7.69%) Statistical Learning
6 4 (7.69%) Validation
7 3 (5.77%) MVC
7 3 (5.77%) Scrum
7 3 (5.77%) SOA
7 3 (5.77%) Web Development
8 2 (3.85%) Functional Programming
8 2 (3.85%) Multithreading
9 1 (1.92%) Business Transformation
9 1 (1.92%) Data Cleansing
9 1 (1.92%) Software Licensing
Programming Languages
1 20 (38.46%) Python
2 18 (34.62%) C++
3 17 (32.69%) C#
4 15 (28.85%) SQL
5 13 (25.00%) Java
6 6 (11.54%) Scala
7 4 (7.69%) R
8 3 (5.77%) JavaScript
8 3 (5.77%) PL/SQL
8 3 (5.77%) VB.NET
9 2 (3.85%) C
9 2 (3.85%) Clojure
9 2 (3.85%) Erlang
9 2 (3.85%) Haskell
Qualifications
1 21 (40.38%) Degree
2 10 (19.23%) BPSS Clearance
3 4 (7.69%) ISEB
4 3 (5.77%) IIBA
5 2 (3.85%) SC Cleared
5 2 (3.85%) Security Cleared
6 1 (1.92%) PMI Certification
6 1 (1.92%) PMP
6 1 (1.92%) SAP Certification
Quality Assurance & Compliance
1 3 (5.77%) Data Quality
2 1 (1.92%) ISO 9001
2 1 (1.92%) ISO/IEC 27001
2 1 (1.92%) ISO22301
System Software
1 4 (7.69%) Active Directory
1 4 (7.69%) Hyper-V
Vendors
1 5 (9.62%) Microsoft
2 4 (7.69%) Cisco
3 3 (5.77%) Oracle
4 1 (1.92%) HP
4 1 (1.92%) SAP
4 1 (1.92%) VMware
Cardiff, South Glamorgan
CPS Group UK
Salary: £30000 - £40000 per annum + Benifits
Posted: Yesterday
South Wales
Stott & May
Posted: Yesterday
Newport, Gwent
ComputerWorld Personnel Ltd
Salary: £30000 - £50000 per annum
Posted: 3 days ago