Period
to 19 August 2018

The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 19 August 2018 with a comparison to the same period in the previous 2 years.

Analytics
Wales > South Wales
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 60 83 61
Rank change year-on-year +23 -22 +59
Permanent jobs citing Analytics 51 34 83
As % of all permanent IT jobs advertised in South Wales 3.52% 2.24% 3.67%
As % of the Processes & Methodologies category 3.93% 2.45% 4.11%
Number of salaries quoted 46 32 70
South Wales median annual salary £42,575 £40,000 £39,250
Median salary % change year-on-year +6.44% +1.91% +4.67%
10th Percentile £29,063 £20,725 £22,500
90th Percentile £76,250 £58,625 £52,500
Wales median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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

All Process and Methodology Skills
South Wales
Permanent vacancies with a requirement for process or methodology skills 1,299 1,389 2,021
As % of all permanent IT jobs advertised in South Wales 89.65% 91.32% 89.31%
Number of salaries quoted 1,101 1,222 1,773
South Wales median annual salary £41,500 £40,000 £37,500
Median salary % change year-on-year +3.75% +6.67% +1.35%
10th Percentile £25,000 £23,750 £22,500
90th Percentile £62,500 £57,500 £55,000
Wales median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +1.35%

Analytics
Job Vacancy Trend in South Wales

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

Job vacancy trend for Analytics 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 in South Wales.

Salary trend for Analytics in South Wales

Analytics
Salary Histogram in South Wales

The salary distribution of IT jobs citing Analytics in South Wales over the 6 months to 19 August 2018.

Salary histogram for Analytics 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 6 months to 19 August 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cardiff +5 37 £42,650 +13.73% 7
Newport +12 11 £42,500 -7.31%
Bridgend -3 2 £61,000 +43.53% 1
Vale of Glamorgan - 1 - -
Analytics
Wales

For the 6 months to 19 August 2018, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South Wales region with a requirement for Analytics.

1 25 (49.02%) Business Intelligence
2 23 (45.10%) SQL
2 23 (45.10%) Agile Software Development
3 22 (43.14%) Finance
4 13 (25.49%) Microsoft
4 13 (25.49%) Big Data
5 12 (23.53%) Tableau
5 12 (23.53%) Visualisation
5 12 (23.53%) SQL Server Reporting Services
6 11 (21.57%) Marketing
6 11 (21.57%) Java
7 10 (19.61%) SQL Server
7 10 (19.61%) Degree
7 10 (19.61%) Google
7 10 (19.61%) Microsoft Azure
7 10 (19.61%) Amazon AWS
7 10 (19.61%) Power BI
8 9 (17.65%) Analytical Skills
9 8 (15.69%) SQL Server Integration Services
10 7 (13.73%) Spring
10 7 (13.73%) Microsoft Excel
10 7 (13.73%) Cognos
10 7 (13.73%) Microservices
10 7 (13.73%) Apache Spark
10 7 (13.73%) QlikView
10 7 (13.73%) Data Analytics
11 6 (11.76%) Google Analytics
11 6 (11.76%) Coaching
11 6 (11.76%) Data Warehouse
11 6 (11.76%) C

Analytics
Co-occurring 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 (13.73%) Apache Spark
2 5 (9.80%) Apache Pig
3 4 (7.84%) SAS
4 2 (3.92%) Confluence
5 1 (1.96%) Cloud Foundry
5 1 (1.96%) CMS
5 1 (1.96%) SharePoint
Applications
1 7 (13.73%) Microsoft Excel
2 4 (7.84%) Microsoft PowerPoint
3 1 (1.96%) Microsoft Office
3 1 (1.96%) SPSS
Cloud Services
1 10 (19.61%) Amazon AWS
1 10 (19.61%) Microsoft Azure
2 6 (11.76%) Google Analytics
3 3 (5.88%) MailChimp
4 2 (3.92%) Google Cloud Platform
4 2 (3.92%) Office 365
4 2 (3.92%) SaaS
4 2 (3.92%) Serverless
5 1 (1.96%) Adobe Analytics
5 1 (1.96%) Slack
Communications & Networking
1 4 (7.84%) Firewall
2 2 (3.92%) HTTP
2 2 (3.92%) HTTPS
3 1 (1.96%) Internet
3 1 (1.96%) Intranet
3 1 (1.96%) LAN
3 1 (1.96%) Skype
3 1 (1.96%) WAN
Database & Business Intelligence
1 13 (25.49%) Big Data
2 12 (23.53%) SQL Server Reporting Services
3 10 (19.61%) Power BI
3 10 (19.61%) SQL Server
4 8 (15.69%) SQL Server Integration Services
5 7 (13.73%) QlikView
6 6 (11.76%) Data Warehouse
7 5 (9.80%) Hadoop
8 4 (7.84%) Amazon Redshift
8 4 (7.84%) Apache Hive
8 4 (7.84%) NoSQL
8 4 (7.84%) Presto
8 4 (7.84%) SQL Server Analysis Services
9 3 (5.88%) Biml
9 3 (5.88%) MongoDB
9 3 (5.88%) SAS EBI
10 2 (3.92%) BusinessObjects
10 2 (3.92%) DataStage
10 2 (3.92%) PowerPivot
10 2 (3.92%) Spotfire
Development Applications
1 2 (3.92%) JIRA
2 1 (1.96%) Cucumber
2 1 (1.96%) Gerrit
2 1 (1.96%) Git (software)
2 1 (1.96%) JMeter
2 1 (1.96%) Maven
2 1 (1.96%) Selenium
2 1 (1.96%) SoapUI
2 1 (1.96%) Subversion
2 1 (1.96%) Team Foundation Server
General
1 22 (43.14%) Finance
2 11 (21.57%) Marketing
3 4 (7.84%) Advertising
3 4 (7.84%) Banking
4 3 (5.88%) Retail
4 3 (5.88%) Telecoms
5 1 (1.96%) Games
5 1 (1.96%) Legal
5 1 (1.96%) Publishing
Job Titles
1 14 (27.45%) Analyst
2 6 (11.76%) Developer
3 5 (9.80%) Architect
3 5 (9.80%) Consultant
4 4 (7.84%) Business Intelligence Analyst
4 4 (7.84%) Marketing Analyst
4 4 (7.84%) Product Manager
4 4 (7.84%) Sales Analyst
4 4 (7.84%) Senior Consultant
5 3 (5.88%) Business Consultant
5 3 (5.88%) Business Intelligence Consultant
5 3 (5.88%) Business Intelligence Developer
5 3 (5.88%) Digital Product Manager
5 3 (5.88%) Senior Business Consultant
5 3 (5.88%) Senior Business Intelligence Consultant
6 2 (3.92%) Data Warehouse Developer
6 2 (3.92%) Java Developer
6 2 (3.92%) Senior Analyst
6 2 (3.92%) Software Architect
6 2 (3.92%) SQL Developer
Libraries, Frameworks & Software Standards
1 7 (13.73%) Spring
2 4 (7.84%) HTML
2 4 (7.84%) Kafka
2 4 (7.84%) Web Services
3 3 (5.88%) JSON
3 3 (5.88%) REST
3 3 (5.88%) XML
4 2 (3.92%) Hibernate
4 2 (3.92%) jQuery
4 2 (3.92%) Middleware
5 1 (1.96%) CGI
5 1 (1.96%) MXNet
5 1 (1.96%) Natural Language Processing
5 1 (1.96%) Spring Boot
5 1 (1.96%) Swagger
5 1 (1.96%) TensorFlow
Miscellaneous
1 9 (17.65%) Analytical Skills
2 5 (9.80%) Computer Science
2 5 (9.80%) Management Information System
3 4 (7.84%) Algorithms
4 3 (5.88%) User Experience
5 2 (3.92%) Self-Motivation
6 1 (1.96%) Analytical Mindset
6 1 (1.96%) Cloud Native
6 1 (1.96%) Data Centre
6 1 (1.96%) Fintech
6 1 (1.96%) Mobile App
Processes & Methodologies
1 25 (49.02%) Business Intelligence
2 23 (45.10%) Agile Software Development
3 12 (23.53%) Visualisation
4 7 (13.73%) Data Analytics
4 7 (13.73%) Microservices
5 6 (11.76%) Coaching
5 6 (11.76%) Problem-Solving
5 6 (11.76%) Project Management
5 6 (11.76%) Scrum
6 5 (9.80%) CRM
6 5 (9.80%) Data Management
6 5 (9.80%) Data Science
6 5 (9.80%) Data Visualisation
6 5 (9.80%) E-Commerce
6 5 (9.80%) Machine Learning
6 5 (9.80%) Programme Management
6 5 (9.80%) SDLC
6 5 (9.80%) Software Engineering
6 5 (9.80%) TDD
7 4 (7.84%) Dashboard Development
Programming Languages
1 23 (45.10%) SQL
2 11 (21.57%) Java
3 6 (11.76%) C
4 5 (9.80%) Python
5 4 (7.84%) C++
5 4 (7.84%) PHP
6 2 (3.92%) C#
6 2 (3.92%) Data Analysis Expressions (DAX)
6 2 (3.92%) Java 8
6 2 (3.92%) JavaScript
6 2 (3.92%) Perl
6 2 (3.92%) R
6 2 (3.92%) Ruby
6 2 (3.92%) VBA
7 1 (1.96%) Go
7 1 (1.96%) T-SQL
Qualifications
1 10 (19.61%) Degree
2 4 (7.84%) Computer Science Degree
2 4 (7.84%) SC Cleared
2 4 (7.84%) Security Cleared
3 3 (5.88%) Microsoft Certification
4 1 (1.96%) CISM
4 1 (1.96%) CISSP
4 1 (1.96%) GIAC
4 1 (1.96%) GPEN
4 1 (1.96%) PhD
4 1 (1.96%) SANS
Quality Assurance & Compliance
1 2 (3.92%) Data Quality
2 1 (1.96%) GCP
2 1 (1.96%) ISO/IEC 27001
2 1 (1.96%) QA
2 1 (1.96%) SLA
System Software
1 4 (7.84%) Apache ZooKeeper
2 1 (1.96%) Docker
Vendors
1 13 (25.49%) Microsoft
2 12 (23.53%) Tableau
3 10 (19.61%) Google
4 7 (13.73%) Cognos
5 4 (7.84%) Oracle
5 4 (7.84%) Salesforce.com
6 1 (1.96%) Adobe
6 1 (1.96%) LexisNexis