The following table provides summary statistics for permanent job vacancies advertised in Wales with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Analytics
UK / Wales
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 69 59 93
Rank change year-on-year -10 +34  
Permanent jobs citing Analytics 23 37 16
As % of all permanent IT jobs advertised in Wales 2.31% 2.79% 1.12%
As % of the Processes & Methodologies category 2.52% 3.33% 1.31%
Number of salaries quoted 22 30 12
Median salary £40,105 £38,500 £90,000
Median salary % change year-on-year +4.16% -57.22%  
90% offered a salary of more than £20,725 £25,125 £29,250
10% offered a salary of more than £57,946 £45,000 £95,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Wales with a requirement for process and methodology skills.

Process & Methodology Skills
Wales
Permanent job vacancies with a requirement for process and methodology skills 912 1110 1224
As % of all permanent IT job vacancies advertised in Wales 91.57% 83.77% 85.96%
Number of salaries quoted 3281 3460 3711
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.66%  
90% offered a salary of more than £27,500 £25,500 £26,000
10% offered a salary of more than £57,946 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Analytics
Job Vacancy Trend in Wales

Job postings citing Analytics as a percentage of all IT jobs advertised in Wales.

Job vacancy trend for Analytics in Wales

Analytics
Salary Trend in Wales

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

Salary trend for Analytics in Wales

Analytics
Salary Histogram in Wales

The salary distribution of IT jobs citing Analytics in Wales over the 3 months to 29 June 2017.

Salary histogram for Analytics in Wales

Analytics
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Wales region over the 3 months to 29 June 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 0 17 £40,000 +3.89% 1
West Wales -10 6 £55,242 +135.07%
Analytics
UK

For the 6 months to 29 June 2017, 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 Wales region with a requirement for Analytics.

1 20 (44.44%) Agile Software Development
2 19 (42.22%) Microsoft
3 18 (40.00%) Business Intelligence
3 18 (40.00%) SQL
4 12 (26.67%) Finance
5 11 (24.44%) Python
5 11 (24.44%) E-Commerce
6 10 (22.22%) SQL Server
6 10 (22.22%) SEO
7 9 (20.00%) Data Analysis
7 9 (20.00%) Data Warehouse
7 9 (20.00%) C++
7 9 (20.00%) ITIL
7 9 (20.00%) Continuous Improvement
7 9 (20.00%) LogRhythm
8 8 (17.78%) Application Performance Management
8 8 (17.78%) ServiceNow
8 8 (17.78%) CA Spectrum
8 8 (17.78%) Performance Management
8 8 (17.78%) Unix
8 8 (17.78%) GSM
8 8 (17.78%) Java
8 8 (17.78%) ETL
8 8 (17.78%) BMC
8 8 (17.78%) CA
8 8 (17.78%) Clearswift
8 8 (17.78%) ITSM
9 7 (15.56%) Marketing
9 7 (15.56%) Degree
9 7 (15.56%) Visualisation

Analytics
Co-occurring 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 1 (2.22%) CMS
1 1 (2.22%) SAS
1 1 (2.22%) WordPress
Applications
1 4 (8.89%) Microsoft Excel
2 1 (2.22%) Adobe Illustrator
2 1 (2.22%) Microsoft Office
2 1 (2.22%) Photoshop
Business Applications
1 1 (2.22%) Dynamics AX
1 1 (2.22%) Dynamics CRM
Cloud Services
1 5 (11.11%) Google Analytics
2 2 (4.44%) Amazon AWS
3 1 (2.22%) Microsoft Azure
3 1 (2.22%) SaaS
Communications & Networking
1 8 (17.78%) GSM
2 3 (6.67%) SNMP
3 2 (4.44%) Firewall
4 1 (2.22%) Ethernet
4 1 (2.22%) FTP
4 1 (2.22%) Unified Communications
4 1 (2.22%) WAN
Database & Business Intelligence
1 10 (22.22%) SQL Server
2 9 (20.00%) Data Warehouse
3 5 (11.11%) SQL Server Reporting Services
4 4 (8.89%) SQL Server Integration Services
5 3 (6.67%) SQL Server Analysis Services
6 2 (4.44%) BusinessObjects
6 2 (4.44%) QlikView
7 1 (2.22%) Big Data
7 1 (2.22%) BusinessObjects Business Intelligence
7 1 (2.22%) BusinessObjects Web Intelligence
7 1 (2.22%) Crystal Reports
7 1 (2.22%) Data Mining
7 1 (2.22%) Hadoop
7 1 (2.22%) MySQL
7 1 (2.22%) NoSQL
7 1 (2.22%) Oracle Reports
7 1 (2.22%) Power BI
7 1 (2.22%) SAP BW
7 1 (2.22%) SAP HANA
7 1 (2.22%) Star Schema
Development Applications
1 3 (6.67%) Visual Studio
2 1 (2.22%) ERwin
2 1 (2.22%) Grunt
2 1 (2.22%) gulp
2 1 (2.22%) Team Foundation Server
General
1 12 (26.67%) Finance
2 7 (15.56%) Marketing
3 4 (8.89%) Publishing
4 3 (6.67%) Advertising
5 1 (2.22%) Games
5 1 (2.22%) Legal
5 1 (2.22%) Manufacturing
5 1 (2.22%) Retail
Job Titles
1 10 (22.22%) Developer
2 8 (17.78%) Infrastructure Engineer
3 7 (15.56%) Analyst
4 6 (13.33%) Senior Developer
4 6 (13.33%) Senior SQL Developer
4 6 (13.33%) SQL Developer
5 5 (11.11%) Consultant
5 5 (11.11%) Infrastructure Team Leader
5 5 (11.11%) Team Leader
6 4 (8.89%) Business Intelligence Consultant
6 4 (8.89%) Product Owner
7 3 (6.67%) Business Consultant
7 3 (6.67%) Data Analyst
8 2 (4.44%) Business Analyst
8 2 (4.44%) Business Intelligence Developer
8 2 (4.44%) Security Analyst
8 2 (4.44%) Senior Analyst
8 2 (4.44%) SEO Specialist
8 2 (4.44%) SQL Analyst
8 2 (4.44%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 2 (4.44%) Natural Language Processing
1 2 (4.44%) XML
2 1 (2.22%) AngularJS
2 1 (2.22%) CSS
2 1 (2.22%) HTML
2 1 (2.22%) HTML5
2 1 (2.22%) LESS
2 1 (2.22%) MXNet
2 1 (2.22%) Sass
2 1 (2.22%) TensorFlow
Miscellaneous
1 7 (15.56%) User Experience
2 5 (11.11%) Analytical Skills
3 3 (6.67%) Social Media
4 2 (4.44%) Algorithms
4 2 (4.44%) Management Information System
4 2 (4.44%) Security Operations Centre
5 1 (2.22%) Blog
5 1 (2.22%) Computer Science
5 1 (2.22%) Data Centre
5 1 (2.22%) Data Structures
5 1 (2.22%) Photography
5 1 (2.22%) Virtual Team
Operating Systems
1 8 (17.78%) Unix
2 1 (2.22%) Windows
2 1 (2.22%) Windows Server
Processes & Methodologies
1 20 (44.44%) Agile Software Development
2 18 (40.00%) Business Intelligence
3 11 (24.44%) E-Commerce
4 10 (22.22%) SEO
5 9 (20.00%) Continuous Improvement
5 9 (20.00%) Data Analysis
5 9 (20.00%) ITIL
6 8 (17.78%) Application Performance Management
6 8 (17.78%) ETL
6 8 (17.78%) ITSM
6 8 (17.78%) Performance Management
7 7 (15.56%) Data Visualisation
7 7 (15.56%) Visualisation
8 6 (13.33%) Data Cleansing
8 6 (13.33%) Data Governance
9 5 (11.11%) Security Monitoring
10 4 (8.89%) Business Analysis
10 4 (8.89%) Data Modelling
10 4 (8.89%) Mentoring
10 4 (8.89%) UX Design
Programming Languages
1 18 (40.00%) SQL
2 11 (24.44%) Python
3 9 (20.00%) C++
4 8 (17.78%) Java
5 3 (6.67%) T-SQL
6 2 (4.44%) C
6 2 (4.44%) VB
6 2 (4.44%) VBScript
7 1 (2.22%) ABAP
7 1 (2.22%) C#
7 1 (2.22%) PHP
7 1 (2.22%) PL/SQL
7 1 (2.22%) R
Qualifications
1 7 (15.56%) Degree
2 2 (4.44%) CISSP
2 2 (4.44%) PhD
3 1 (2.22%) Microsoft Certification
Quality Assurance & Compliance
1 2 (4.44%) Data Quality
Systems Management
1 8 (17.78%) CA Spectrum
2 5 (11.11%) ZABBIX
3 2 (4.44%) Host Intrusion Detection System
4 1 (2.22%) Norton AntiVirus
4 1 (2.22%) QRadar
Vendors
1 19 (42.22%) Microsoft
2 9 (20.00%) LogRhythm
3 8 (17.78%) BMC
3 8 (17.78%) CA
3 8 (17.78%) Clearswift
3 8 (17.78%) ServiceNow
4 6 (13.33%) Google
5 4 (8.89%) Tableau
6 2 (4.44%) Oracle
6 2 (4.44%) Splunk
7 1 (2.22%) Adobe
7 1 (2.22%) Avaya
7 1 (2.22%) Cisco
7 1 (2.22%) HP
7 1 (2.22%) IBM
7 1 (2.22%) Informatica
7 1 (2.22%) McAfee
7 1 (2.22%) MicroStrategy
7 1 (2.22%) SAP
7 1 (2.22%) Symantec
Wrexham, Clwyd
Experis Ltd
Salary: £15000 - £15500 per annum
Posted: Yesterday
Newport, Gwent
Harvey Nash plc
Salary: £45000 - £50000 per annum
Posted: Yesterday
Deeside, Clwyd
Uniting Ambition
Salary: £25k - 55k per year
Posted: 3 days ago