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

3 months to
25 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 54 79 78
Rank change year-on-year
+25 -1
Permanent jobs citing Data Analysis 38 14 18
As % of all permanent IT jobs located in South Wales 3.35% 1.20% 1.70%
As % of the Processes & Methodologies category 4.01% 1.43% 2.02%
Number of salaries quoted 34 12 18
Median salary £43,750 £43,750 £30,000
Median salary % change year-on-year
- +45.83%
90% offered a salary of more than £25,000 £22,550 £25,700
10% offered a salary of more than £50,000 £52,500 £39,450
UK excluding London median salary £41,000 £37,500 £38,500
% change year-on-year
+9.33% -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
948 978 889
As % of all permanent IT jobs located in South Wales 83.67% 83.59% 84.19%
Number of salaries quoted 812 849 765
Median salary £40,000 £38,500 £35,000
Median salary % change year-on-year
+3.89% +10.00%
90% offered a salary of more than £26,500 £27,270 £28,000
10% offered a salary of more than £57,500 £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 25 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 25 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 +18 20 £50,000 +33.33%
Bridgend - 8 £27,000 -
Vale of Glamorgan +2 7 £32,500 -38.09%
Torfaen +13 2 - -
Newport - 1 £50,000 -
Data Analysis
Wales

Data Analysis
Top 30 Related IT Skills in South Wales

For the 6 months to 25 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 37 (52.11%) SQL
2 26 (36.62%) Agile Software Development
3 22 (30.99%) C++
4 19 (26.76%) Finance
5 16 (22.54%) SQL Server
5 16 (22.54%) Data Transformation
5 16 (22.54%) SDLC
6 15 (21.13%) Software Engineering
7 14 (19.72%) Computer Science
7 14 (19.72%) Data Mapping
7 14 (19.72%) Data Migration
7 14 (19.72%) C
7 14 (19.72%) Python
7 14 (19.72%) Migration
7 14 (19.72%) Analytics
7 14 (19.72%) Machine Learning
8 12 (16.90%) Microsoft
8 12 (16.90%) TCP/IP
8 12 (16.90%) Haskell
8 12 (16.90%) Erlang
8 12 (16.90%) Functional Programming
9 11 (15.49%) SQL Server Integration Services
9 11 (15.49%) Data Warehouse
10 10 (14.08%) ETL
11 9 (12.68%) C#
11 9 (12.68%) Statistics
12 8 (11.27%) Informatics
12 8 (11.27%) Mathematics
12 8 (11.27%) Life Science
12 8 (11.27%) 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 7 (9.86%) SAS
2 1 (1.41%) Apache
2 1 (1.41%) Apache Spark
Applications
1 7 (9.86%) MS Excel
1 7 (9.86%) SPSS
2 3 (4.23%) MS Office
3 2 (2.82%) Stata
Cloud Services
1 2 (2.82%) Cloud Computing
2 1 (1.41%) Amazon AWS
2 1 (1.41%) Microsoft Azure
2 1 (1.41%) PaaS
Communications & Networking
1 12 (16.90%) TCP/IP
2 5 (7.04%) HTTP
2 5 (7.04%) tcpdump
3 2 (2.82%) Internet
4 1 (1.41%) Wi-Fi
Database & Business Intelligence
1 16 (22.54%) SQL Server
2 11 (15.49%) Data Warehouse
2 11 (15.49%) SQL Server Integration Services
3 8 (11.27%) NoSQL
4 7 (9.86%) Apache Cassandra
4 7 (9.86%) Riak
4 7 (9.86%) SQL Server Reporting Services
5 6 (8.45%) SQL Server Analysis Services
6 5 (7.04%) MySQL
6 5 (7.04%) Oracle Reports
7 4 (5.63%) Big Data
7 4 (5.63%) Microsoft Analysis Services
7 4 (5.63%) Power BI
7 4 (5.63%) PowerPivot
8 3 (4.23%) Data Mining
9 2 (2.82%) BusinessObjects
9 2 (2.82%) MS Access
9 2 (2.82%) Relational Database
9 2 (2.82%) SQL Server 2012
10 1 (1.41%) SQL Server 2014
Development Applications
1 7 (9.86%) Team Foundation Server
2 1 (1.41%) SQL Server Management Studio (SSMS)
General
1 19 (26.76%) Finance
2 7 (9.86%) Welsh Language
3 4 (5.63%) Advertising
4 1 (1.41%) Marketing
Job Titles
1 17 (23.94%) Developer
2 15 (21.13%) Data Engineer
3 14 (19.72%) Data Migration Engineer
3 14 (19.72%) Migration Engineer
4 13 (18.31%) Analyst
5 12 (16.90%) Software Engineer
6 8 (11.27%) Research Engineer
6 8 (11.27%) Software Developer
7 7 (9.86%) Erlang Developer
7 7 (9.86%) Support Analyst
8 6 (8.45%) SQL Developer
9 5 (7.04%) Data Analyst
10 4 (5.63%) Credit Risk Modeller
10 4 (5.63%) Cybersecurity Engineer
10 4 (5.63%) Data Modeller
10 4 (5.63%) Security Engineer
11 3 (4.23%) Data Warehouse Developer
11 3 (4.23%) Software Tester
11 3 (4.23%) SQL Analyst
11 3 (4.23%) SQL Support Analyst
Libraries, Frameworks & Software Standards
1 4 (5.63%) MDX
2 1 (1.41%) COM
2 1 (1.41%) Lucene
2 1 (1.41%) Web Services
Miscellaneous
1 14 (19.72%) Computer Science
2 9 (12.68%) Statistics
3 8 (11.27%) Analytical Skills
3 8 (11.27%) Informatics
3 8 (11.27%) Life Science
3 8 (11.27%) Mathematics
4 6 (8.45%) Health Informatics
5 5 (7.04%) Grid Computing
6 4 (5.63%) Credit Risk
7 3 (4.23%) Data Integration
8 2 (2.82%) Internet of Things
8 2 (2.82%) Management Information System
8 2 (2.82%) Streaming Video
Operating Systems
1 6 (8.45%) Linux
2 5 (7.04%) Unix
2 5 (7.04%) Windows
Processes & Methodologies
1 26 (36.62%) Agile Software Development
2 16 (22.54%) Data Transformation
2 16 (22.54%) SDLC
3 15 (21.13%) Software Engineering
4 14 (19.72%) Analytics
4 14 (19.72%) Data Mapping
4 14 (19.72%) Data Migration
4 14 (19.72%) Machine Learning
4 14 (19.72%) Migration
5 12 (16.90%) Functional Programming
6 10 (14.08%) ETL
7 8 (11.27%) Business Intelligence
8 7 (9.86%) Data Entry
8 7 (9.86%) ITIL
8 7 (9.86%) Multithreading
9 6 (8.45%) Data Modelling
9 6 (8.45%) Statistical Analysis
10 5 (7.04%) Line Management
10 5 (7.04%) Online Security
11 4 (5.63%) Cybersecurity
Programming Languages
1 37 (52.11%) SQL
2 22 (30.99%) C++
3 14 (19.72%) C
3 14 (19.72%) Python
4 12 (16.90%) Erlang
4 12 (16.90%) Haskell
5 9 (12.68%) C#
6 8 (11.27%) Scala
7 7 (9.86%) Clojure
8 6 (8.45%) Java
8 6 (8.45%) T-SQL
9 5 (7.04%) Lisp
10 4 (5.63%) R
11 2 (2.82%) VBA
12 1 (1.41%) MATLAB
Qualifications
1 7 (9.86%) ITIL Certification
2 5 (7.04%) BPSS Clearance
3 4 (5.63%) MCSA
3 4 (5.63%) MCSE
3 4 (5.63%) Microsoft Certification
4 3 (4.23%) Degree
4 3 (4.23%) ISEB
4 3 (4.23%) ISTQB
5 2 (2.82%) HND
Quality Assurance & Compliance
1 8 (11.27%) SLA
2 4 (5.63%) Data Quality
2 4 (5.63%) QA
System Software
1 5 (7.04%) Snort
Vendors
1 12 (16.90%) Microsoft
2 8 (11.27%) Oracle
3 1 (1.41%) Cisco
3 1 (1.41%) IBM
South Wales
Ampersand Consulting
Salary: £25000 - £30000 per annum
Posted: Yesterday