The table below looks at the statistics for Analytics skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Analytics
Rank 56 89 84
Rank change year-on-year
+33 -5
Permanent jobs citing Analytics 36 8 13
As % of all permanent IT jobs located in South Wales 3.16% 0.65% 1.17%
As % of the Processes & Methodologies category 3.79% 0.77% 1.45%
Number of salaries quoted 29 5 12
Median salary £38,500 £53,500 £35,000
Median salary % change year-on-year
-28.03% +52.85%
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
Analytics
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
951 1039 896
As % of all permanent IT jobs located in South Wales 83.42% 83.99% 80.43%
Number of salaries quoted 831 870 780
Median salary £40,000 £37,500 £35,000
Median salary % change year-on-year
+6.66% +7.14%
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £58,500 £52,500 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Analytics
Jobs Demand Trend in South Wales

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

Analytics Jobs Demand Trend in South Wales

Analytics
Salary Trend in South Wales

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

Analytics Salary Trend in South Wales

Analytics
Salary Histogram in South Wales

This chart provides a salary histogram for IT jobs citing Analytics across the South Wales region over the 3 months to 29 June 2016.

Analytics Salary Histogram in South Wales

Analytics
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 Analytics within the South Wales region over the 3 months to 29 June 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
Bridgend - 16 £38,500 -
Newport - 12 £45,000 -
Cardiff +1 5 £28,000 -47.66%
Torfaen - 1 - -
Analytics
Wales

Analytics
Top 30 Related IT Skills in South Wales

For the 6 months to 29 June 2016, IT jobs citing Analytics 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 Analytics.

1 46 (57.50%) SQL Server
2 38 (47.50%) Agile Software Development
3 28 (35.00%) Python
4 27 (33.75%) C++
5 26 (32.50%) Software Engineering
6 24 (30.00%) Informatics
6 24 (30.00%) Life Science
7 20 (25.00%) BMC
7 20 (25.00%) Remedy
7 20 (25.00%) Remedy ITSM
7 20 (25.00%) Computer Science
7 20 (25.00%) Security Cleared
8 19 (23.75%) Business Intelligence
9 18 (22.50%) SQL
10 17 (21.25%) Oracle
11 16 (20.00%) Data Analysis
12 15 (18.75%) SQL Server Reporting Services
12 15 (18.75%) T-SQL
12 15 (18.75%) Windows
12 15 (18.75%) Relational Database
13 14 (17.50%) Tornado
13 14 (17.50%) Flask
13 14 (17.50%) DevOps
13 14 (17.50%) ZeroMQ
13 14 (17.50%) OAuth
13 14 (17.50%) Boost C++ Libraries
13 14 (17.50%) Cross-Platform Development
13 14 (17.50%) Linux
13 14 (17.50%) MySQL
13 14 (17.50%) RDBMS

Analytics
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 14 (17.50%) Tornado
2 6 (7.50%) SAS
3 2 (2.50%) Apache Spark
3 2 (2.50%) CMS
Applications
1 1 (1.25%) SPSS
Business Applications
1 20 (25.00%) Remedy ITSM
2 1 (1.25%) SAP CRM
2 1 (1.25%) SAP Oil and Gas
Cloud Services
1 2 (2.50%) Cloud Computing
2 1 (1.25%) Adobe Analytics
2 1 (1.25%) Amazon AWS
2 1 (1.25%) Google Analytics
2 1 (1.25%) Microsoft Azure
Communications & Networking
1 4 (5.00%) Unified Communications
2 2 (2.50%) Ethernet
3 1 (1.25%) Firewall
3 1 (1.25%) WAN
Database & Business Intelligence
1 46 (57.50%) SQL Server
2 15 (18.75%) Relational Database
2 15 (18.75%) SQL Server Reporting Services
3 14 (17.50%) MySQL
3 14 (17.50%) RDBMS
3 14 (17.50%) SQL Server Analysis Services
3 14 (17.50%) SQLite
4 12 (15.00%) Data Warehouse
5 10 (12.50%) SQL Server Integration Services
6 9 (11.25%) PowerPivot
7 7 (8.75%) Power BI
8 4 (5.00%) Big Data
8 4 (5.00%) Data Mining
8 4 (5.00%) Microsoft Analysis Services
9 3 (3.75%) BusinessObjects
9 3 (3.75%) Hadoop
10 2 (2.50%) Enterprise Data Warehouse
10 2 (2.50%) NoSQL
11 1 (1.25%) Oracle Database
11 1 (1.25%) Oracle Database 12c
Development Applications
1 1 (1.25%) Appium
1 1 (1.25%) Calabash
1 1 (1.25%) Cucumber
1 1 (1.25%) eggPlant
1 1 (1.25%) JMeter
1 1 (1.25%) Robotium
1 1 (1.25%) Selenium
1 1 (1.25%) SoapUI
General
1 7 (8.75%) Advertising
2 6 (7.50%) Finance
3 3 (3.75%) French Language
3 3 (3.75%) Games
3 3 (3.75%) Italian Language
3 3 (3.75%) Portuguese Language
3 3 (3.75%) Spanish Language
4 2 (2.50%) Marketing
5 1 (1.25%) Billing
Job Titles
1 26 (32.50%) Software Engineer
2 24 (30.00%) Consultant
3 20 (25.00%) Analytics Consultant
3 20 (25.00%) Remedy Consultant
4 12 (15.00%) Developer
5 10 (12.50%) Research Engineer
6 6 (7.50%) Data Warehouse Developer
7 5 (6.25%) Business Intelligence Developer
7 5 (6.25%) Python Software Engineer
8 4 (5.00%) Business Consultant
8 4 (5.00%) Business Intelligence Consultant
8 4 (5.00%) Data Engineer
8 4 (5.00%) SQL Developer
9 3 (3.75%) Analytics Manager
9 3 (3.75%) Architect
9 3 (3.75%) Data Scientist
9 3 (3.75%) Pricing Manager
9 3 (3.75%) Senior Business Intelligence Developer
9 3 (3.75%) Senior Developer
10 2 (2.50%) Data Architect
Libraries, Frameworks & Software Standards
1 14 (17.50%) Boost C++ Libraries
1 14 (17.50%) Flask
1 14 (17.50%) Middleware
1 14 (17.50%) OAuth
1 14 (17.50%) ZeroMQ
2 6 (7.50%) MDX
3 2 (2.50%) DWR
3 2 (2.50%) Lucene
3 2 (2.50%) Web Services
4 1 (1.25%) CSS
4 1 (1.25%) ELK Stack
4 1 (1.25%) HTML
4 1 (1.25%) jQuery
Miscellaneous
1 24 (30.00%) Informatics
1 24 (30.00%) Life Science
2 20 (25.00%) Computer Science
3 13 (16.25%) Mathematics
4 12 (15.00%) Health Informatics
5 11 (13.75%) Statistics
6 8 (10.00%) Analytical Skills
7 4 (5.00%) Data Centre
8 3 (3.75%) Virtual Team
9 2 (2.50%) Management Information System
9 2 (2.50%) Social Media
9 2 (2.50%) Visualisation
10 1 (1.25%) Algorithms
10 1 (1.25%) Data Integration
10 1 (1.25%) Enterprise Software
10 1 (1.25%) Fintech
10 1 (1.25%) Mobile App
Operating Systems
1 15 (18.75%) Windows
2 14 (17.50%) Linux
3 1 (1.25%) Android
3 1 (1.25%) Apple iOS
3 1 (1.25%) Unix
Processes & Methodologies
1 38 (47.50%) Agile Software Development
2 26 (32.50%) Software Engineering
3 19 (23.75%) Business Intelligence
4 16 (20.00%) Data Analysis
5 14 (17.50%) Cross-Platform Development
5 14 (17.50%) DevOps
6 12 (15.00%) Machine Learning
7 8 (10.00%) Migration
7 8 (10.00%) Scrum
8 7 (8.75%) Continuous Delivery
8 7 (8.75%) ETL
8 7 (8.75%) Kimball Methodology
9 5 (6.25%) Mentoring
9 5 (6.25%) Waterfall
10 4 (5.00%) Data Migration
11 3 (3.75%) Asset Management
11 3 (3.75%) CRM
11 3 (3.75%) Data Analytics
11 3 (3.75%) TDD
11 3 (3.75%) Web Analytics
Programming Languages
1 28 (35.00%) Python
2 27 (33.75%) C++
3 18 (22.50%) SQL
4 15 (18.75%) T-SQL
5 11 (13.75%) C#
6 4 (5.00%) Java
6 4 (5.00%) Scala
7 2 (2.50%) VBA
8 1 (1.25%) JavaScript
8 1 (1.25%) MATLAB
Qualifications
1 20 (25.00%) Security Cleared
2 9 (11.25%) Degree
3 4 (5.00%) MCSA
3 4 (5.00%) MCSE
3 4 (5.00%) Microsoft Certification
4 1 (1.25%) SAP Certification
Quality Assurance & Compliance
1 4 (5.00%) Data Quality
2 1 (1.25%) ISO/IEC 27001
System Software
1 1 (1.25%) VMware Infrastructure
1 1 (1.25%) XenApp
1 1 (1.25%) XenDesktop
Systems Management
1 1 (1.25%) McAfee ePO
1 1 (1.25%) Nagios
1 1 (1.25%) WSUS
Vendors
1 20 (25.00%) BMC
1 20 (25.00%) Remedy
2 17 (21.25%) Oracle
3 12 (15.00%) Microsoft
4 4 (5.00%) Avaya
5 3 (3.75%) Cisco
5 3 (3.75%) Google
5 3 (3.75%) Tableau
6 2 (2.50%) Riverbed
7 1 (1.25%) Adobe
7 1 (1.25%) Citrix
7 1 (1.25%) Intel Security
7 1 (1.25%) MicroStrategy
7 1 (1.25%) Netezza
7 1 (1.25%) SAP
7 1 (1.25%) Teradata
7 1 (1.25%) VMware