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 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 53 91 74
Rank change year-on-year
+38 -17
Permanent jobs citing Data Analysis 47 10 19
As % of all permanent IT jobs located in South Wales 3.96% 0.84% 1.85%
As % of the Processes & Methodologies category 4.79% 1.00% 2.19%
Number of salaries quoted 43 8 19
Median salary £42,500 £43,750 £32,500
Median salary % change year-on-year
-2.85% +34.61%
90% offered a salary of more than £25,400 £22,500 £29,500
10% offered a salary of more than £50,000 £52,500 £39,300
UK excluding London median salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -2.59%
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
982 996 869
As % of all permanent IT jobs located in South Wales 82.73% 83.49% 84.45%
Number of salaries quoted 840 861 732
Median salary £40,000 £39,000 £35,000
Median salary % change year-on-year
+2.56% +11.42%
90% offered a salary of more than £27,000 £26,500 £27,500
10% offered a salary of more than £55,000 £52,500 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 May 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 May 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 +22 24 £50,000 - 1
Bridgend - 9 £27,000 -
Vale of Glamorgan +2 8 £32,500 -38.09%
Torfaen +8 5 £30,000 +33.33% 1
Newport - 1 £50,000 -
Data Analysis
Wales

Data Analysis
Top 30 Related IT Skills in South Wales

For the 6 months to 3 May 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 40 (54.79%) SQL
2 24 (32.88%) C++
3 23 (31.51%) Agile Software Development
4 16 (21.92%) Finance
4 16 (21.92%) C
4 16 (21.92%) Python
4 16 (21.92%) Software Engineering
4 16 (21.92%) Computer Science
4 16 (21.92%) Machine Learning
5 15 (20.55%) SDLC
6 14 (19.18%) Functional Programming
6 14 (19.18%) Analytics
6 14 (19.18%) Haskell
6 14 (19.18%) Erlang
6 14 (19.18%) TCP/IP
6 14 (19.18%) SQL Server
7 13 (17.81%) SQL Server Integration Services
7 13 (17.81%) Data Transformation
8 12 (16.44%) ETL
9 11 (15.07%) Microsoft
9 11 (15.07%) Migration
9 11 (15.07%) Data Mapping
9 11 (15.07%) Data Migration
10 10 (13.70%) Data Warehouse
10 10 (13.70%) Business Intelligence
11 9 (12.33%) C#
11 9 (12.33%) Statistics
11 9 (12.33%) SQL Server Reporting Services
12 8 (10.96%) Scala
12 8 (10.96%) Informatics

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 7 (9.59%) SAS
2 1 (1.37%) Apache
2 1 (1.37%) Apache Spark
Applications
1 7 (9.59%) SPSS
2 6 (8.22%) MS Excel
3 3 (4.11%) MS Office
4 2 (2.74%) Stata
Cloud Services
1 2 (2.74%) Cloud Computing
2 1 (1.37%) Amazon AWS
2 1 (1.37%) Microsoft Azure
2 1 (1.37%) PaaS
Communications & Networking
1 14 (19.18%) TCP/IP
2 7 (9.59%) HTTP
2 7 (9.59%) tcpdump
3 2 (2.74%) Internet
4 1 (1.37%) Wi-Fi
Database & Business Intelligence
1 14 (19.18%) SQL Server
2 13 (17.81%) SQL Server Integration Services
3 10 (13.70%) Data Warehouse
4 9 (12.33%) SQL Server Reporting Services
5 8 (10.96%) NoSQL
6 7 (9.59%) Apache Cassandra
6 7 (9.59%) MySQL
6 7 (9.59%) Riak
7 5 (6.85%) Oracle Reports
7 5 (6.85%) SQL Server Analysis Services
8 4 (5.48%) Big Data
8 4 (5.48%) BusinessObjects
8 4 (5.48%) Microsoft Analysis Services
8 4 (5.48%) Power BI
8 4 (5.48%) PowerPivot
9 3 (4.11%) Data Mining
10 2 (2.74%) MS Access
11 1 (1.37%) Hadoop
11 1 (1.37%) SQL Server 2012
11 1 (1.37%) SQL Server 2014
Development Applications
1 7 (9.59%) Team Foundation Server
General
1 16 (21.92%) Finance
2 7 (9.59%) Welsh Language
3 3 (4.11%) Advertising
4 1 (1.37%) Marketing
Job Titles
1 18 (24.66%) Developer
2 14 (19.18%) Analyst
3 13 (17.81%) Software Engineer
4 12 (16.44%) Data Engineer
5 11 (15.07%) Data Migration Engineer
5 11 (15.07%) Migration Engineer
6 9 (12.33%) Software Developer
7 8 (10.96%) Research Engineer
8 7 (9.59%) Data Analyst
8 7 (9.59%) Erlang Developer
8 7 (9.59%) Support Analyst
9 6 (8.22%) SQL Developer
10 5 (6.85%) Cybersecurity Engineer
10 5 (6.85%) Security Engineer
11 4 (5.48%) Architect
11 4 (5.48%) Business Data Analyst
11 4 (5.48%) Business Objects Analyst
11 4 (5.48%) Credit Risk Modeller
11 4 (5.48%) Data Modeller
11 4 (5.48%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 4 (5.48%) MDX
2 1 (1.37%) COM
2 1 (1.37%) Lucene
2 1 (1.37%) Web Services
Miscellaneous
1 16 (21.92%) Computer Science
2 9 (12.33%) Statistics
3 8 (10.96%) Analytical Skills
3 8 (10.96%) Informatics
3 8 (10.96%) Life Science
3 8 (10.96%) Mathematics
4 7 (9.59%) Grid Computing
5 6 (8.22%) Health Informatics
6 4 (5.48%) Credit Risk
7 3 (4.11%) Data Integration
8 2 (2.74%) Internet of Things
8 2 (2.74%) Management Information System
8 2 (2.74%) Streaming Video
Operating Systems
1 8 (10.96%) Linux
2 7 (9.59%) Unix
3 5 (6.85%) Windows
Processes & Methodologies
1 23 (31.51%) Agile Software Development
2 16 (21.92%) Machine Learning
2 16 (21.92%) Software Engineering
3 15 (20.55%) SDLC
4 14 (19.18%) Analytics
4 14 (19.18%) Functional Programming
5 13 (17.81%) Data Transformation
6 12 (16.44%) ETL
7 11 (15.07%) Data Mapping
7 11 (15.07%) Data Migration
7 11 (15.07%) Migration
8 10 (13.70%) Business Intelligence
9 8 (10.96%) ITIL
10 7 (9.59%) Data Entry
10 7 (9.59%) Multithreading
10 7 (9.59%) Online Security
11 6 (8.22%) Data Modelling
11 6 (8.22%) Statistical Analysis
12 5 (6.85%) Cybersecurity
12 5 (6.85%) Line Management
Programming Languages
1 40 (54.79%) SQL
2 24 (32.88%) C++
3 16 (21.92%) C
3 16 (21.92%) Python
4 14 (19.18%) Erlang
4 14 (19.18%) Haskell
5 9 (12.33%) C#
6 8 (10.96%) Java
6 8 (10.96%) Scala
7 7 (9.59%) Clojure
7 7 (9.59%) Lisp
8 5 (6.85%) T-SQL
9 4 (5.48%) R
10 2 (2.74%) VBA
11 1 (1.37%) MATLAB
Qualifications
1 7 (9.59%) ITIL Certification
2 5 (6.85%) BPSS Clearance
3 4 (5.48%) MCSA
3 4 (5.48%) MCSE
3 4 (5.48%) Microsoft Certification
4 3 (4.11%) Degree
4 3 (4.11%) ISEB
4 3 (4.11%) ISTQB
5 2 (2.74%) HND
Quality Assurance & Compliance
1 8 (10.96%) SLA
2 4 (5.48%) Data Quality
2 4 (5.48%) QA
System Software
1 7 (9.59%) Snort
Vendors
1 11 (15.07%) Microsoft
2 8 (10.96%) Oracle
3 1 (1.37%) Cisco
3 1 (1.37%) IBM
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