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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 92 73 80
Rank change year-on-year
-19 +7
Permanent jobs citing Data Analysis 20 25 14
As % of all permanent IT jobs located in Wales 1.56% 2.00% 1.11%
As % of the Processes & Methodologies category 1.79% 2.44% 1.36%
Number of salaries quoted 16 20 10
Median salary £35,000 £29,500 £36,250
Median salary % change year-on-year
+18.64% -18.62%
90% offered a salary of more than £25,000 £25,300 £32,150
10% offered a salary of more than £51,250 £52,750 £40,750
UK excluding London median salary £41,000 £38,500 £40,000
% change year-on-year
+6.49% -3.75%
Data Analysis
UK

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
1117 1023 1029
As % of all permanent IT jobs located in Wales 86.86% 81.91% 81.34%
Number of salaries quoted 961 891 836
Median salary £38,500 £37,500 £37,500
Median salary % change year-on-year
+2.66% -
90% offered a salary of more than £27,000 £27,500 £27,500
10% offered a salary of more than £57,500 £52,500 £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 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 9 December 2016.

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 9 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
South Wales -5 18 £35,000 +18.64% 1
North Wales -6 1 £28,500 -
West Wales - 1 - -
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in Wales

For the 6 months to 9 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 Wales region with a requirement for Data Analysis.

1 20 (37.74%) Degree
1 20 (37.74%) Analytics
2 19 (35.85%) Machine Learning
2 19 (35.85%) Agile Software Development
2 19 (35.85%) Python
3 18 (33.96%) C#
3 18 (33.96%) C++
4 17 (32.08%) SQL
4 17 (32.08%) Statistics
4 17 (32.08%) Mathematics
5 15 (28.30%) Software Engineering
5 15 (28.30%) Informatics
5 15 (28.30%) Computer Science
5 15 (28.30%) Life Science
6 14 (26.42%) Java
7 13 (24.53%) Natural Language Processing
7 13 (24.53%) Health Informatics
7 13 (24.53%) Artificial Intelligence
7 13 (24.53%) SQL Server Integration Services
7 13 (24.53%) Physics
8 12 (22.64%) SQL Server
9 11 (20.75%) Windows
9 11 (20.75%) Finance
10 10 (18.87%) ETL
11 9 (16.98%) BPSS Clearance
12 7 (13.21%) SQL Server 2012
12 7 (13.21%) High Availability
13 6 (11.32%) Team Foundation Server
13 6 (11.32%) Scala
13 6 (11.32%) Data Warehouse

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 4 (7.55%) Apache Pig
1 4 (7.55%) Apache Spark
1 4 (7.55%) SAS
Applications
1 4 (7.55%) MS Excel
2 3 (5.66%) MS PowerPoint
2 3 (5.66%) MS Visio
3 2 (3.77%) SPSS
Business Applications
1 1 (1.89%) Dynamics NAV
1 1 (1.89%) Radian6
Cloud Services
1 4 (7.55%) Office 365
2 1 (1.89%) Amazon AWS
2 1 (1.89%) Google Analytics
Communications & Networking
1 4 (7.55%) Firewall
1 4 (7.55%) VPN
2 3 (5.66%) TCP/IP
Database & Business Intelligence
1 13 (24.53%) SQL Server Integration Services
2 12 (22.64%) SQL Server
3 7 (13.21%) SQL Server 2012
4 6 (11.32%) Data Warehouse
5 4 (7.55%) Apache Hive
5 4 (7.55%) Big Data
5 4 (7.55%) Hadoop
5 4 (7.55%) Mahout
6 3 (5.66%) Oracle Database
6 3 (5.66%) Oracle Reports
6 3 (5.66%) SQL Server 2008
6 3 (5.66%) SQL Server Reporting Services
6 3 (5.66%) SSDT
7 2 (3.77%) Apache Cassandra
7 2 (3.77%) NoSQL
7 2 (3.77%) Riak
8 1 (1.89%) QlikView
8 1 (1.89%) Relational Database
Development Applications
1 6 (11.32%) Team Foundation Server
2 3 (5.66%) Oracle Forms
2 3 (5.66%) Subversion
2 3 (5.66%) Visual Studio
General
1 11 (20.75%) Finance
2 1 (1.89%) Advertising
2 1 (1.89%) Marketing
2 1 (1.89%) Welsh Language
Job Titles
1 20 (37.74%) Developer
2 15 (28.30%) Research Engineer
2 15 (28.30%) Software Engineer
3 13 (24.53%) SQL Developer
4 10 (18.87%) Analyst
5 5 (9.43%) DBA
5 5 (9.43%) SQL DBA
6 4 (7.55%) Business Analyst
6 4 (7.55%) Data Scientist
6 4 (7.55%) IT Support
6 4 (7.55%) IT Support Technician
6 4 (7.55%) IT Technician
6 4 (7.55%) Support Technician
6 4 (7.55%) Web Developer
7 3 (5.66%) Data Analyst
7 3 (5.66%) Machine Learning Scientist
7 3 (5.66%) Oracle Developer
8 2 (3.77%) Erlang Developer
8 2 (3.77%) Software Developer
9 1 (1.89%) Graduate Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 13 (24.53%) Natural Language Processing
2 4 (7.55%) CSS
2 4 (7.55%) HTML
2 4 (7.55%) jQuery
3 3 (5.66%) .NET
3 3 (5.66%) .NET Framework
3 3 (5.66%) ASP.NET
3 3 (5.66%) ASP.NET MVC
3 3 (5.66%) Entity Framework
3 3 (5.66%) Highcharts JS
3 3 (5.66%) HTML5
3 3 (5.66%) KnockoutJS
3 3 (5.66%) RequireJS
3 3 (5.66%) SignalR
3 3 (5.66%) WCF
Miscellaneous
1 17 (32.08%) Mathematics
1 17 (32.08%) Statistics
2 15 (28.30%) Computer Science
2 15 (28.30%) Informatics
2 15 (28.30%) Life Science
3 13 (24.53%) Artificial Intelligence
3 13 (24.53%) Health Informatics
3 13 (24.53%) Physics
4 4 (7.55%) Algorithms
5 3 (5.66%) Analytical Skills
6 2 (3.77%) Economics
7 1 (1.89%) CMDB
7 1 (1.89%) Data Centre
7 1 (1.89%) Driving Licence
7 1 (1.89%) Social Media
7 1 (1.89%) Visualisation
Operating Systems
1 11 (20.75%) Windows
2 4 (7.55%) Windows Server
2 4 (7.55%) Windows Server 2012
Processes & Methodologies
1 20 (37.74%) Analytics
2 19 (35.85%) Agile Software Development
2 19 (35.85%) Machine Learning
3 15 (28.30%) Software Engineering
4 10 (18.87%) ETL
5 7 (13.21%) High Availability
6 5 (9.43%) Statistical Modelling
7 4 (7.55%) Data Security
7 4 (7.55%) Statistical Learning
7 4 (7.55%) Validation
7 4 (7.55%) Web Development
8 3 (5.66%) MVC
8 3 (5.66%) Scrum
8 3 (5.66%) SDLC
8 3 (5.66%) SOA
9 2 (3.77%) Functional Programming
9 2 (3.77%) Multithreading
10 1 (1.89%) Performance Analysis
10 1 (1.89%) Social Media Monitoring
10 1 (1.89%) Software Licensing
Programming Languages
1 19 (35.85%) Python
2 18 (33.96%) C#
2 18 (33.96%) C++
3 17 (32.08%) SQL
4 14 (26.42%) Java
5 6 (11.32%) Scala
6 4 (7.55%) R
7 3 (5.66%) C
7 3 (5.66%) JavaScript
7 3 (5.66%) PL/SQL
7 3 (5.66%) VB.NET
8 2 (3.77%) Clojure
8 2 (3.77%) Erlang
8 2 (3.77%) Haskell
9 1 (1.89%) T-SQL
Qualifications
1 20 (37.74%) Degree
2 9 (16.98%) BPSS Clearance
3 3 (5.66%) IIBA
3 3 (5.66%) ISEB
4 2 (3.77%) SC Cleared
4 2 (3.77%) Security Cleared
5 1 (1.89%) SAP Certification
Quality Assurance & Compliance
1 2 (3.77%) Data Quality
2 1 (1.89%) ISO 9001
2 1 (1.89%) ISO/IEC 27001
2 1 (1.89%) ISO22301
System Software
1 4 (7.55%) Active Directory
1 4 (7.55%) Hyper-V
Vendors
1 5 (9.43%) Microsoft
2 4 (7.55%) Cisco
3 3 (5.66%) Oracle
4 1 (1.89%) Google
4 1 (1.89%) HP
4 1 (1.89%) SAP
4 1 (1.89%) Tableau
4 1 (1.89%) VMware
Cardiff, South Glamorgan
CPS Group UK
Salary: £20000 - £24000 per annum + benifits
Posted: 4 days ago