Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
UK > Wales
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 96 95 120
Rank change year-on-year -1 +25 -5
Permanent jobs citing Analytics 42 61 40
As % of all permanent IT jobs advertised in Wales 2.02% 2.31% 1.47%
As % of the Processes & Methodologies category 2.24% 2.59% 1.72%
Number of salaries quoted 39 58 34
Wales median annual salary £37,500 £29,000 £36,000
Median salary % change year-on-year +29.31% -19.44% -20.00%
10th Percentile £20,500 £22,500 £21,400
90th Percentile £57,950 £56,625 £65,000
UK median annual salary £55,000 £55,000 £51,459
% change year-on-year - +6.88% +2.92%

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 Wales with a requirement for process or methodology skills.

All Process and Methodology Skills
Wales
Permanent vacancies with a requirement for process or methodology skills 1872 2352 2329
As % of all permanent IT jobs advertised in Wales 89.96% 88.96% 85.37%
Number of salaries quoted 1608 2006 1959
Wales median annual salary £40,000 £37,500 £36,500
Median salary % change year-on-year +6.67% +2.74% +4.29%
10th Percentile £23,500 £22,500 £22,500
90th Percentile £56,250 £55,250 £55,000
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

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 6 months to 23 November 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 6 months to 23 November 2017. 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
South Wales +6 35 £37,725 +30.08% 4
North Wales 0 4 £60,000 +20.00% 1
West Wales - 2 £22,500 -
Analytics
UK

For the 6 months to 23 November 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 21 (50.00%) SQL
2 16 (38.10%) Agile Software Development
3 14 (33.33%) Business Intelligence
4 12 (28.57%) Degree
4 12 (28.57%) Data Analytics
5 11 (26.19%) SQL Server
6 9 (21.43%) ETL
7 8 (19.05%) Data Warehouse
7 8 (19.05%) Marketing
7 8 (19.05%) Data Analysis
7 8 (19.05%) Big Data
8 7 (16.67%) Collaborative Working
8 7 (16.67%) Visualisation
8 7 (16.67%) Finance
8 7 (16.67%) Microsoft
9 6 (14.29%) Microsoft Excel
9 6 (14.29%) Computer Science
9 6 (14.29%) Analytical Skills
10 5 (11.90%) Algorithms
10 5 (11.90%) Apache Pig
10 5 (11.90%) Power BI
10 5 (11.90%) QA
10 5 (11.90%) SaaS
10 5 (11.90%) R
10 5 (11.90%) Tableau
10 5 (11.90%) Python
10 5 (11.90%) Java
10 5 (11.90%) JavaScript
10 5 (11.90%) C#
10 5 (11.90%) Data Modelling

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 5 (11.90%) Apache Pig
2 4 (9.52%) Apache Spark
3 1 (2.38%) Elasticsearch
3 1 (2.38%) WordPress
Applications
1 6 (14.29%) Microsoft Excel
2 1 (2.38%) Microsoft Office
2 1 (2.38%) Microsoft PowerPoint
Business Applications
1 4 (9.52%) Dynamics CRM
Cloud Services
1 5 (11.90%) SaaS
2 4 (9.52%) Amazon AWS
2 4 (9.52%) Google Analytics
3 2 (4.76%) Microsoft Azure
3 2 (4.76%) Serverless
4 1 (2.38%) IaaS
4 1 (2.38%) PaaS
Database & Business Intelligence
1 11 (26.19%) SQL Server
2 8 (19.05%) Big Data
2 8 (19.05%) Data Warehouse
3 5 (11.90%) Power BI
3 5 (11.90%) SQL Server Reporting Services
4 4 (9.52%) Apache Hive
4 4 (9.52%) Data Mining
4 4 (9.52%) Hadoop
4 4 (9.52%) PostgreSQL
5 3 (7.14%) BusinessObjects
5 3 (7.14%) MySQL
5 3 (7.14%) NoSQL
5 3 (7.14%) Relational Database
5 3 (7.14%) SQL Server Integration Services
6 2 (4.76%) BusinessObjects Business Intelligence
6 2 (4.76%) SAP BW
6 2 (4.76%) SAP HANA
6 2 (4.76%) WhereScape RED
7 1 (2.38%) Couchbase
7 1 (2.38%) PowerPivot
Development Applications
1 2 (4.76%) Team Foundation Server
2 1 (2.38%) Cucumber
2 1 (2.38%) Git (software)
2 1 (2.38%) JIRA
2 1 (2.38%) Selenium
2 1 (2.38%) SQL Server Management Studio (SSMS)
General
1 8 (19.05%) Marketing
2 7 (16.67%) Finance
3 3 (7.14%) Games
3 3 (7.14%) Publishing
4 2 (4.76%) Law
Job Titles
1 10 (23.81%) Analyst
2 9 (21.43%) Developer
3 8 (19.05%) Data Analyst
4 4 (9.52%) CRM Manager
4 4 (9.52%) Data Integration Analyst
4 4 (9.52%) Integration Analyst
4 4 (9.52%) Junior
4 4 (9.52%) Product Owner
5 3 (7.14%) Business Intelligence Developer
5 3 (7.14%) Graduate
5 3 (7.14%) Product Manager
5 3 (7.14%) Software Engineer
6 2 (4.76%) Consultant
6 2 (4.76%) Java Developer
6 2 (4.76%) Junior Analyst
6 2 (4.76%) Marketing Executive
6 2 (4.76%) SAP BI Consultant
6 2 (4.76%) SAP BW Consultant
6 2 (4.76%) SAP Consultant
6 2 (4.76%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (9.52%) .NET
1 4 (9.52%) CSS
1 4 (9.52%) HTML
2 2 (4.76%) Hibernate
2 2 (4.76%) Middleware
2 2 (4.76%) Natural Language Processing
2 2 (4.76%) Spring
3 1 (2.38%) .NET Core
3 1 (2.38%) CSS3
3 1 (2.38%) HTML5
3 1 (2.38%) jQuery
3 1 (2.38%) JSON
3 1 (2.38%) MXNet
3 1 (2.38%) OAuth
3 1 (2.38%) REST
3 1 (2.38%) SOAP
3 1 (2.38%) TensorFlow
3 1 (2.38%) Twitter Bootstrap
3 1 (2.38%) Web Services
3 1 (2.38%) XML
Miscellaneous
1 6 (14.29%) Analytical Skills
1 6 (14.29%) Computer Science
2 5 (11.90%) Algorithms
3 4 (9.52%) Data Structures
3 4 (9.52%) User Experience
4 3 (7.14%) Management Information System
5 2 (4.76%) Social Media
6 1 (2.38%) e-Learning
6 1 (2.38%) Fintech
Operating Systems
1 1 (2.38%) Linux
1 1 (2.38%) Unix
Processes & Methodologies
1 16 (38.10%) Agile Software Development
2 14 (33.33%) Business Intelligence
3 12 (28.57%) Data Analytics
4 9 (21.43%) ETL
5 8 (19.05%) Data Analysis
6 7 (16.67%) Collaborative Working
6 7 (16.67%) Visualisation
7 5 (11.90%) Data Modelling
7 5 (11.90%) Scrum
7 5 (11.90%) Software Engineering
8 4 (9.52%) Acceptance Criteria
8 4 (9.52%) Continuous Improvement
8 4 (9.52%) CRM
8 4 (9.52%) Data Cleansing
8 4 (9.52%) Data Integration
8 4 (9.52%) ETL Development
8 4 (9.52%) MapReduce
8 4 (9.52%) Performance Measurement
8 4 (9.52%) SDLC
8 4 (9.52%) Visual Analytics
Programming Languages
1 21 (50.00%) SQL
2 5 (11.90%) C#
2 5 (11.90%) Java
2 5 (11.90%) JavaScript
2 5 (11.90%) Python
2 5 (11.90%) R
3 3 (7.14%) T-SQL
3 3 (7.14%) TypeScript
4 2 (4.76%) PHP
5 1 (2.38%) ABAP
5 1 (2.38%) C
5 1 (2.38%) C++
5 1 (2.38%) Perl
5 1 (2.38%) VBA
Qualifications
1 12 (28.57%) Degree
2 4 (9.52%) Computer Science Degree
3 2 (4.76%) PhD
4 1 (2.38%) ISEB
Quality Assurance & Compliance
1 5 (11.90%) QA
2 4 (9.52%) Data Quality
3 2 (4.76%) SLA
4 1 (2.38%) ISO 9001
Systems Management
1 1 (2.38%) Kibana
Vendors
1 7 (16.67%) Microsoft
2 5 (11.90%) Google
2 5 (11.90%) Tableau
3 4 (9.52%) Oracle
3 4 (9.52%) Salesforce.com
4 2 (4.76%) SAP
5 1 (2.38%) Actian
5 1 (2.38%) Twitter