Period
to 23 February 2018

The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 23 February 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
Wales > South Wales
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 99 121 146
Rank change year-on-year +22 +25 -6
Permanent jobs citing Data Analytics 10 11 5
As % of all permanent IT jobs advertised in South Wales 0.72% 0.58% 0.21%
As % of the Processes & Methodologies category 0.80% 0.65% 0.25%
Number of salaries quoted 10 11 4
South Wales median annual salary £44,000 £29,000 £58,750
Median salary % change year-on-year +51.72% -50.64% +88.00%
10th Percentile £38,625 £19,750 £46,250
90th Percentile £64,625 £66,250 £65,000
Wales median annual salary £44,000 £29,000 £58,750
% change year-on-year +51.72% -50.64% +88.00%

Data 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 1,243 1,693 1,986
As % of all permanent IT jobs advertised in South Wales 89.94% 89.34% 83.10%
Number of salaries quoted 1,098 1,487 1,717
South Wales median annual salary £38,500 £37,500 £37,500
Median salary % change year-on-year +2.67% - +6.69%
10th Percentile £24,750 £23,500 £22,500
90th Percentile £57,500 £56,250 £55,000
Wales median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - +4.17%

Data Analytics
Job Vacancy Trend in South Wales

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

Job vacancy trend for Data Analytics in South Wales

Data Analytics
Salary Trend in South Wales

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

Salary trend for Data Analytics in South Wales

Data Analytics
Salary Histogram in South Wales

The salary distribution of IT jobs citing Data Analytics in South Wales over the 6 months to 23 February 2018.

Salary histogram for Data Analytics in South Wales

Data 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 Data Analytics within the South Wales region over the 6 months to 23 February 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
Newport - 6 £54,500 - 2
Cardiff +13 1 £40,000 +40.35% 8
Bridgend - 1 £42,500 - 1
Data Analytics
Wales

For the 6 months to 23 February 2018, IT jobs citing Data 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 Data Analytics.

1 10 (100.00%) Analytics
2 7 (70.00%) SQL
3 6 (60.00%) Python
3 6 (60.00%) Agile Software Development
3 6 (60.00%) Big Data
4 4 (40.00%) Degree
4 4 (40.00%) QA
5 3 (30.00%) Waterfall
5 3 (30.00%) NoSQL
5 3 (30.00%) R
5 3 (30.00%) Data Analysis
5 3 (30.00%) Perl
5 3 (30.00%) ISO 9001
5 3 (30.00%) CMMI
5 3 (30.00%) Management Information System
5 3 (30.00%) e-Learning
5 3 (30.00%) Computer Science
5 3 (30.00%) Continuous Improvement
5 3 (30.00%) Process Improvement
5 3 (30.00%) Line Management
5 3 (30.00%) Computer Science Degree
5 3 (30.00%) Data Science
6 2 (20.00%) Algorithms
6 2 (20.00%) Microservices
6 2 (20.00%) Data Engineering
6 2 (20.00%) Machine Learning
6 2 (20.00%) Natural Language Processing
6 2 (20.00%) Statistical Modelling
6 2 (20.00%) Artificial Intelligence
6 2 (20.00%) TDD

Data 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 1 (10.00%) Apache Pig
1 1 (10.00%) Elasticsearch
Cloud Services
1 1 (10.00%) Microsoft Azure
1 1 (10.00%) Serverless
Database & Business Intelligence
1 6 (60.00%) Big Data
2 3 (30.00%) NoSQL
3 1 (10.00%) Azure SQL Database
3 1 (10.00%) Cosmos DB
3 1 (10.00%) Data Mining
3 1 (10.00%) Data Warehouse
3 1 (10.00%) Hadoop
3 1 (10.00%) HPCC
3 1 (10.00%) MySQL
3 1 (10.00%) Power BI
3 1 (10.00%) Relational Database
3 1 (10.00%) SQL Server
Development Applications
1 1 (10.00%) Git (software)
Job Titles
1 2 (20.00%) Analyst
1 2 (20.00%) Data Scientist
1 2 (20.00%) Developer
1 2 (20.00%) Quality Analyst
1 2 (20.00%) Senior Analyst
1 2 (20.00%) Senior Quality Analyst
2 1 (10.00%) .NET Developer
2 1 (10.00%) Agile Coach
2 1 (10.00%) Architect
2 1 (10.00%) Cloud Developer
2 1 (10.00%) Data Architect
2 1 (10.00%) Data Engineer
2 1 (10.00%) Java Developer
2 1 (10.00%) Senior .NET Developer
2 1 (10.00%) Senior Data Engineer
2 1 (10.00%) Senior Data Scientist
2 1 (10.00%) Senior Developer
Libraries, Frameworks & Software Standards
1 2 (20.00%) Natural Language Processing
2 1 (10.00%) .NET
2 1 (10.00%) .NET Core
2 1 (10.00%) Hibernate
2 1 (10.00%) JSON
2 1 (10.00%) Middleware
2 1 (10.00%) OAuth
2 1 (10.00%) REST
2 1 (10.00%) SOAP
2 1 (10.00%) Spring
2 1 (10.00%) Web Services
2 1 (10.00%) XML
Miscellaneous
1 3 (30.00%) Computer Science
1 3 (30.00%) e-Learning
1 3 (30.00%) Management Information System
2 2 (20.00%) Algorithms
3 1 (10.00%) Analytical Skills
3 1 (10.00%) Data Structures
3 1 (10.00%) Driving Licence
Processes & Methodologies
1 10 (100.00%) Analytics
2 6 (60.00%) Agile Software Development
3 3 (30.00%) CMMI
3 3 (30.00%) Continuous Improvement
3 3 (30.00%) Data Analysis
3 3 (30.00%) Data Science
3 3 (30.00%) Line Management
3 3 (30.00%) Process Improvement
3 3 (30.00%) Waterfall
4 2 (20.00%) Artificial Intelligence
4 2 (20.00%) Continuous Integration
4 2 (20.00%) Data Architecture
4 2 (20.00%) Data Engineering
4 2 (20.00%) Machine Learning
4 2 (20.00%) Microservices
4 2 (20.00%) Scrum
4 2 (20.00%) Statistical Modelling
4 2 (20.00%) Statistics
4 2 (20.00%) TDD
5 1 (10.00%) Open Source
Programming Languages
1 7 (70.00%) SQL
2 6 (60.00%) Python
3 3 (30.00%) Perl
3 3 (30.00%) R
4 1 (10.00%) C#
4 1 (10.00%) Java
4 1 (10.00%) JavaScript
4 1 (10.00%) PHP
Qualifications
1 4 (40.00%) Degree
2 3 (30.00%) Computer Science Degree
Quality Assurance & Compliance
1 4 (40.00%) QA
2 3 (30.00%) ISO 9001
3 1 (10.00%) Data Quality
Systems Management
1 1 (10.00%) Kibana
Vendors
1 1 (10.00%) Oracle