Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Analytics
Wales > South Wales
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 58 76 78
Rank change year-on-year +18 +2 +43
Permanent jobs citing Analytics 64 34 60
As % of all permanent IT jobs advertised in South Wales 3.97% 2.42% 2.71%
As % of the Processes & Methodologies category 4.55% 2.64% 2.95%
Number of salaries quoted 57 34 58
South Wales median annual salary £42,500 £36,362 £29,000
Median salary % change year-on-year +16.88% +25.39% -27.50%
10th Percentile £26,625 £20,500 £22,500
90th Percentile £72,000 £57,675 £56,625
Wales median annual salary £42,000 £35,000 £29,000
% change year-on-year +20.00% +20.69% -19.44%

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 1,407 1,287 2,034
As % of all permanent IT jobs advertised in South Wales 87.34% 91.54% 91.91%
Number of salaries quoted 1,158 1,139 1,813
South Wales median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +4.17%
10th Percentile £25,500 £23,000 £22,500
90th Percentile £63,975 £56,250 £55,250
Wales median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +4.17%

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 17 November 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 17 November 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 +13 49 £40,000 +14.29% 18
Newport +10 12 £42,500 +12.66% 5
Bridgend -2 2 £61,000 +43.53% 1
Vale of Glamorgan - 1 - -
Analytics
Wales

For the 6 months to 17 November 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 35 (54.69%) SQL
2 33 (51.56%) Business Intelligence
3 27 (42.19%) Finance
4 25 (39.06%) Agile Software Development
5 20 (31.25%) Power BI
6 19 (29.69%) Tableau
6 19 (29.69%) Visualisation
7 17 (26.56%) Microsoft Azure
8 16 (25.00%) Amazon AWS
9 15 (23.44%) Marketing
9 15 (23.44%) SQL Server Reporting Services
10 14 (21.88%) Google
10 14 (21.88%) SQL Server
11 13 (20.31%) Java
11 13 (20.31%) QlikView
11 13 (20.31%) Big Data
12 12 (18.75%) Scrum
12 12 (18.75%) Data Warehouse
12 12 (18.75%) Microsoft
13 11 (17.19%) HTML
13 11 (17.19%) Data Analytics
13 11 (17.19%) SQL Server Integration Services
13 11 (17.19%) Degree
14 10 (15.63%) Analytical Skills
14 10 (15.63%) JavaScript
15 9 (14.06%) ETL
15 9 (14.06%) Apache Spark
16 8 (12.50%) Microservices
16 8 (12.50%) ETL Development
16 8 (12.50%) Data Analysis Expressions (DAX)

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 9 (14.06%) Apache Spark
2 7 (10.94%) SAS
3 4 (6.25%) Apache Pig
3 4 (6.25%) Confluence
4 1 (1.56%) Cloud Foundry
4 1 (1.56%) CMS
4 1 (1.56%) Elasticsearch
4 1 (1.56%) SharePoint
Applications
1 7 (10.94%) Microsoft Excel
2 4 (6.25%) Microsoft PowerPoint
3 2 (3.13%) SPSS
4 1 (1.56%) Microsoft Office
Cloud Services
1 17 (26.56%) Microsoft Azure
2 16 (25.00%) Amazon AWS
3 8 (12.50%) Google Analytics
4 5 (7.81%) MailChimp
4 5 (7.81%) Office 365
4 5 (7.81%) SaaS
5 2 (3.13%) Google Cloud Platform
5 2 (3.13%) Serverless
6 1 (1.56%) Slack
Communications & Networking
1 5 (7.81%) HTTP
1 5 (7.81%) HTTPS
2 4 (6.25%) Firewall
3 1 (1.56%) Internet
3 1 (1.56%) Intranet
3 1 (1.56%) LAN
3 1 (1.56%) Skype
3 1 (1.56%) WAN
Database & Business Intelligence
1 20 (31.25%) Power BI
2 15 (23.44%) SQL Server Reporting Services
3 14 (21.88%) SQL Server
4 13 (20.31%) Big Data
4 13 (20.31%) QlikView
5 12 (18.75%) Data Warehouse
6 11 (17.19%) SQL Server Integration Services
7 8 (12.50%) BusinessObjects
8 6 (9.38%) DB2
8 6 (9.38%) Hadoop
8 6 (9.38%) NoSQL
9 5 (7.81%) PowerPivot
9 5 (7.81%) Relational Database
9 5 (7.81%) SAS EBI
9 5 (7.81%) SQL Server Analysis Services
10 4 (6.25%) Amazon Redshift
10 4 (6.25%) Apache Hive
10 4 (6.25%) MongoDB
10 4 (6.25%) Presto
11 3 (4.69%) Spotfire
Development Applications
1 4 (6.25%) JIRA
2 2 (3.13%) Git (software)
2 2 (3.13%) Subversion
3 1 (1.56%) Cucumber
3 1 (1.56%) Gerrit
3 1 (1.56%) JMeter
3 1 (1.56%) Maven
3 1 (1.56%) Selenium
3 1 (1.56%) SoapUI
3 1 (1.56%) Team Foundation Server
General
1 27 (42.19%) Finance
2 15 (23.44%) Marketing
3 4 (6.25%) Banking
4 3 (4.69%) Retail
4 3 (4.69%) Telecoms
5 1 (1.56%) Advertising
5 1 (1.56%) Games
5 1 (1.56%) Publishing
Job Titles
1 23 (35.94%) Analyst
2 13 (20.31%) Developer
3 7 (10.94%) Business Intelligence Analyst
4 6 (9.38%) Architect
4 6 (9.38%) Business Intelligence Developer
4 6 (9.38%) Data Analyst
4 6 (9.38%) Marketing Analyst
4 6 (9.38%) Sales Analyst
5 5 (7.81%) Consultant
5 5 (7.81%) SQL BI Developer
5 5 (7.81%) SQL Developer
6 4 (6.25%) Product Manager
7 3 (4.69%) C# Developer
7 3 (4.69%) C# Software Developer
7 3 (4.69%) Data Warehouse Developer
7 3 (4.69%) Digital Product Manager
7 3 (4.69%) ETL Developer
7 3 (4.69%) Report Analyst
7 3 (4.69%) Software Developer
7 3 (4.69%) SSIS Developer
Libraries, Frameworks & Software Standards
1 11 (17.19%) HTML
2 8 (12.50%) jQuery
2 8 (12.50%) Spring
3 6 (9.38%) JSON
3 6 (9.38%) XML
4 5 (7.81%) Kafka
5 4 (6.25%) .NET
5 4 (6.25%) AngularJS
5 4 (6.25%) CSS
5 4 (6.25%) Web Services
6 2 (3.13%) Hibernate
6 2 (3.13%) Middleware
6 2 (3.13%) REST
7 1 (1.56%) CGI
7 1 (1.56%) JDBC
7 1 (1.56%) OAuth
7 1 (1.56%) Spring Boot
7 1 (1.56%) Swagger
7 1 (1.56%) Vue.js
7 1 (1.56%) WebSockets
Miscellaneous
1 10 (15.63%) Analytical Skills
2 6 (9.38%) Computer Science
3 5 (7.81%) Management Information System
4 4 (6.25%) Self-Motivation
5 3 (4.69%) Algorithms
5 3 (4.69%) User Experience
6 2 (3.13%) Fintech
7 1 (1.56%) Cloud Native
7 1 (1.56%) Mainframe
7 1 (1.56%) Social Media
Operating Systems
1 3 (4.69%) Windows
Processes & Methodologies
1 33 (51.56%) Business Intelligence
2 25 (39.06%) Agile Software Development
3 19 (29.69%) Visualisation
4 12 (18.75%) Scrum
5 11 (17.19%) Data Analytics
6 9 (14.06%) ETL
7 8 (12.50%) Data Integration
7 8 (12.50%) ETL Development
7 8 (12.50%) Microservices
8 7 (10.94%) Data Science
8 7 (10.94%) Data Visualisation
9 6 (9.38%) Actionable Insight
9 6 (9.38%) Coaching
9 6 (9.38%) CRM
9 6 (9.38%) Customer Segmentation
9 6 (9.38%) Dashboard Development
9 6 (9.38%) Information Management
9 6 (9.38%) Kimball Methodology
9 6 (9.38%) Problem-Solving
10 5 (7.81%) Data Analysis
Programming Languages
1 35 (54.69%) SQL
2 13 (20.31%) Java
3 10 (15.63%) JavaScript
4 8 (12.50%) Data Analysis Expressions (DAX)
5 5 (7.81%) C
5 5 (7.81%) VBA
6 4 (6.25%) C#
7 3 (4.69%) Python
7 3 (4.69%) R
8 2 (3.13%) C++
8 2 (3.13%) Java 8
9 1 (1.56%) COBOL
9 1 (1.56%) Go
9 1 (1.56%) Perl
9 1 (1.56%) PHP
9 1 (1.56%) PL/1
9 1 (1.56%) Ruby
9 1 (1.56%) T-SQL
Qualifications
1 11 (17.19%) Degree
2 5 (7.81%) Computer Science Degree
3 4 (6.25%) SC Cleared
3 4 (6.25%) Security Cleared
4 1 (1.56%) CISM
4 1 (1.56%) CISSP
4 1 (1.56%) GIAC
4 1 (1.56%) GPEN
4 1 (1.56%) SANS
Quality Assurance & Compliance
1 5 (7.81%) Data Quality
2 1 (1.56%) ISO/IEC 27001
2 1 (1.56%) PMO
2 1 (1.56%) QA
System Software
1 5 (7.81%) Apache ZooKeeper
2 1 (1.56%) Docker
Systems Management
1 1 (1.56%) Kibana
1 1 (1.56%) Kubernetes
Vendors
1 19 (29.69%) Tableau
2 14 (21.88%) Google
3 12 (18.75%) Microsoft
4 7 (10.94%) Cognos
4 7 (10.94%) Oracle
5 6 (9.38%) Salesforce.com
6 2 (3.13%) SAP
7 1 (1.56%) Facebook
7 1 (1.56%) LexisNexis
7 1 (1.56%) Twitter