The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Data Analysis
UK / Wales
Rank 79 69 86
Rank change year-on-year
-10 +17
Permanent jobs citing Data Analysis 15 37 18
As % of all permanent IT jobs located in Wales 1.43% 2.70% 1.31%
As % of the Processes & Methodologies category 1.68% 3.37% 1.57%
Number of salaries quoted 11 35 16
Median salary £35,000 £47,500 £32,500
Median salary % change year-on-year
-26.31% +46.15%
90% offered a salary of more than £17,500 £27,046 £23,000
10% offered a salary of more than £42,500 £52,500 £46,250
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

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

Processes & Methodologies Category
Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
892 1099 1148
As % of all permanent IT jobs located in Wales 85.11% 80.28% 83.80%
Number of salaries quoted 723 940 976
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £27,000 £26,500 £27,000
10% offered a salary of more than £52,500 £55,000 £52,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in Wales

The demand trend of job ads across the 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 Wales

Data Analysis
Salary Trend in Wales

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

Data Analysis Salary Trend in Wales

Data Analysis
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Data Analysis across the Wales region over the 3 months to 28 February 2017.

Data Analysis Salary Histogram in Wales

Data Analysis
Job Locations in 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 Wales region over the 3 months to 28 February 2017. 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 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
South Wales +2 12 £35,000 -30.00% 1
North Wales +3 3 £25,000 -4.76% 1
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in Wales

For the 6 months to 28 February 2017, 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 Wales region with a requirement for Data Analysis.

1 17 (48.57%) SQL
2 12 (34.29%) SQL Server
2 12 (34.29%) Windows
3 11 (31.43%) Finance
4 10 (28.57%) ETL
5 9 (25.71%) Analytics
6 8 (22.86%) Analytical Skills
6 8 (22.86%) High Availability
6 8 (22.86%) SQL Server Integration Services
6 8 (22.86%) SQL Server 2012
7 7 (20.00%) Statistics
7 7 (20.00%) Degree
7 7 (20.00%) Mathematics
7 7 (20.00%) Machine Learning
7 7 (20.00%) Python
7 7 (20.00%) C++
8 6 (17.14%) Microsoft
9 5 (14.29%) C#
9 5 (14.29%) Java
9 5 (14.29%) Agile Software Development
9 5 (14.29%) Computer Science
9 5 (14.29%) Scala
10 4 (11.43%) Life Science
10 4 (11.43%) Physics
10 4 (11.43%) Informatics
10 4 (11.43%) Health Informatics
10 4 (11.43%) Natural Language Processing
10 4 (11.43%) Artificial Intelligence
10 4 (11.43%) Software Engineering
10 4 (11.43%) MS Excel

Data Analysis
Top Related IT Skills in 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 3 (8.57%) Apache Pig
1 3 (8.57%) Apache Spark
Applications
1 4 (11.43%) MS Excel
2 2 (5.71%) MS Office
3 1 (2.86%) MS PowerPoint
3 1 (2.86%) MS Visio
Business Applications
1 3 (8.57%) Dynamics NAV
2 1 (2.86%) Radian6
Cloud Services
1 2 (5.71%) Amazon AWS
2 1 (2.86%) Google Analytics
Communications & Networking
1 3 (8.57%) TCP/IP
Database & Business Intelligence
1 12 (34.29%) SQL Server
2 8 (22.86%) SQL Server 2012
2 8 (22.86%) SQL Server Integration Services
3 3 (8.57%) Apache Hive
3 3 (8.57%) Big Data
3 3 (8.57%) Hadoop
3 3 (8.57%) Mahout
3 3 (8.57%) Oracle Reports
3 3 (8.57%) Relational Database
4 2 (5.71%) Apache Cassandra
4 2 (5.71%) NoSQL
4 2 (5.71%) Riak
5 1 (2.86%) Data Warehouse
5 1 (2.86%) Oracle Database
Development Applications
1 1 (2.86%) Oracle Forms
General
1 11 (31.43%) Finance
2 1 (2.86%) Advertising
2 1 (2.86%) Back Office
2 1 (2.86%) French Language
2 1 (2.86%) German Language
2 1 (2.86%) Italian Language
2 1 (2.86%) Retail
2 1 (2.86%) Spanish Language
2 1 (2.86%) Welsh Language
Job Titles
1 14 (40.00%) Developer
2 10 (28.57%) SQL Developer
3 9 (25.71%) Analyst
4 4 (11.43%) DBA
4 4 (11.43%) Research Engineer
4 4 (11.43%) Software Engineer
4 4 (11.43%) SQL DBA
5 3 (8.57%) Applications Support
5 3 (8.57%) Data Analyst
5 3 (8.57%) Data Scientist
5 3 (8.57%) Machine Learning Scientist
5 3 (8.57%) Support Analyst
6 2 (5.71%) Business Analyst
6 2 (5.71%) Erlang Developer
6 2 (5.71%) Senior Analyst
6 2 (5.71%) Senior Business Analyst
6 2 (5.71%) Software Developer
7 1 (2.86%) Analyst Developer
7 1 (2.86%) Applications Support Analyst
7 1 (2.86%) Oracle Developer
Libraries, Frameworks & Software Standards
1 4 (11.43%) Natural Language Processing
2 1 (2.86%) CSS
2 1 (2.86%) HTML
2 1 (2.86%) jQuery
Miscellaneous
1 8 (22.86%) Analytical Skills
2 5 (14.29%) Computer Science
3 4 (11.43%) Life Science
4 3 (8.57%) Algorithms
4 3 (8.57%) CMDB
4 3 (8.57%) Data Centre
5 2 (5.71%) Driving Licence
5 2 (5.71%) Management Information System
6 1 (2.86%) EPoS
6 1 (2.86%) Social Media
Operating Systems
1 12 (34.29%) Windows
2 2 (5.71%) Windows Server
Processes & Methodologies
1 10 (28.57%) ETL
2 9 (25.71%) Analytics
3 8 (22.86%) High Availability
4 7 (20.00%) Machine Learning
4 7 (20.00%) Mathematics
4 7 (20.00%) Statistics
5 5 (14.29%) Agile Software Development
6 4 (11.43%) Artificial Intelligence
6 4 (11.43%) Health Informatics
6 4 (11.43%) Informatics
6 4 (11.43%) Physics
6 4 (11.43%) Software Engineering
7 3 (8.57%) Asset Management
7 3 (8.57%) Configuration Management
7 3 (8.57%) ITIL
7 3 (8.57%) Statistical Learning
7 3 (8.57%) Statistical Modelling
8 2 (5.71%) Contract Management
8 2 (5.71%) Functional Programming
8 2 (5.71%) Line Management
Programming Languages
1 17 (48.57%) SQL
2 7 (20.00%) C++
2 7 (20.00%) Python
3 5 (14.29%) C#
3 5 (14.29%) Java
3 5 (14.29%) Scala
4 3 (8.57%) C
4 3 (8.57%) R
5 2 (5.71%) Clojure
5 2 (5.71%) Erlang
5 2 (5.71%) Haskell
6 1 (2.86%) PL/SQL
6 1 (2.86%) T-SQL
Qualifications
1 7 (20.00%) Degree
2 2 (5.71%) ITIL Certification
2 2 (5.71%) SAP Certification
3 1 (2.86%) ISEB
Quality Assurance & Compliance
1 3 (8.57%) SLA
2 2 (5.71%) ISO 9001
2 2 (5.71%) ISO/IEC 27001
2 2 (5.71%) ISO22301
2 2 (5.71%) QA
Vendors
1 6 (17.14%) Microsoft
2 3 (8.57%) Oracle
3 2 (5.71%) HP
3 2 (5.71%) SAP
3 2 (5.71%) VMware
4 1 (2.86%) Google
4 1 (2.86%) Tableau
Newport, Gwent
Colston Consulting
Salary: £35000 - £40000 per annum
Posted: 13 hours ago
Wrexham, Clwyd
JTL
Posted: 6 days ago