Period
to 19 June 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 19 June 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
Wales > South Wales
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 94 118 141
Rank change year-on-year +24 +23 +2
Permanent jobs citing Data Analytics 9 3 3
As % of all permanent IT jobs advertised in South Wales 0.67% 0.19% 0.13%
As % of the Processes & Methodologies category 0.73% 0.21% 0.15%
Number of salaries quoted 8 3 1
South Wales median annual salary £55,000 £49,700 £52,500
Median salary % change year-on-year +10.66% -5.33% +150.00%
10th Percentile £42,000 £35,310 £48,750
90th Percentile £73,250 £63,170 £56,250
Wales median annual salary £53,750 £49,700 £52,500
% change year-on-year +8.15% -5.33% +96.26%

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 1,232 1,396 2,009
As % of all permanent IT jobs advertised in South Wales 91.46% 89.20% 85.34%
Number of salaries quoted 1,077 1,193 1,723
South Wales median annual salary £40,000 £40,000 £38,000
Median salary % change year-on-year - +5.26% +2.70%
10th Percentile £25,000 £24,000 £22,500
90th Percentile £60,000 £56,250 £55,250
Wales median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +1.35%

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 19 June 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 19 June 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 +12 5 £57,500 +37.40%
Cardiff +7 2 £52,500 -16.00% 1
Bridgend - 1 £75,000 - 1
Data Analytics
Wales

For the 6 months to 19 June 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 9 (100.00%) Analytics
2 6 (66.67%) Big Data
2 6 (66.67%) Python
3 5 (55.56%) SQL
4 4 (44.44%) Agile Software Development
5 3 (33.33%) Perl
5 3 (33.33%) Degree
5 3 (33.33%) Computer Science
5 3 (33.33%) Data Science
6 2 (22.22%) Computer Science Degree
6 2 (22.22%) Statistical Modelling
6 2 (22.22%) Line Management
6 2 (22.22%) Algorithms
6 2 (22.22%) Problem-Solving
6 2 (22.22%) QA
6 2 (22.22%) Data Architecture
6 2 (22.22%) Statistics
6 2 (22.22%) Artificial Intelligence
6 2 (22.22%) Machine Learning
6 2 (22.22%) Waterfall
6 2 (22.22%) NoSQL
6 2 (22.22%) R
6 2 (22.22%) Natural Language Processing
6 2 (22.22%) Continuous Improvement
6 2 (22.22%) Process Improvement
6 2 (22.22%) Java
6 2 (22.22%) ISO 9001
6 2 (22.22%) Scrum
6 2 (22.22%) Data Analysis
6 2 (22.22%) CMMI

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:

Cloud Services
1 1 (11.11%) Serverless
Communications & Networking
1 1 (11.11%) LAN
1 1 (11.11%) WAN
Database & Business Intelligence
1 6 (66.67%) Big Data
2 2 (22.22%) NoSQL
3 1 (11.11%) Data Mining
3 1 (11.11%) Hadoop
Job Titles
1 2 (22.22%) Data Scientist
2 1 (11.11%) Agile Coach
2 1 (11.11%) Agile Developer
2 1 (11.11%) Agile Java Developer
2 1 (11.11%) Analyst
2 1 (11.11%) Architect
2 1 (11.11%) Big Data Developer
2 1 (11.11%) Cloud Developer
2 1 (11.11%) Data Architect
2 1 (11.11%) Developer
2 1 (11.11%) Digital Developer
2 1 (11.11%) Java Developer
2 1 (11.11%) Java Software Developer
2 1 (11.11%) Quality Analyst
2 1 (11.11%) Scrum Master
2 1 (11.11%) Security Engineer
2 1 (11.11%) Senior Analyst
2 1 (11.11%) Senior Data Scientist
2 1 (11.11%) Senior Quality Analyst
Libraries, Frameworks & Software Standards
1 2 (22.22%) Natural Language Processing
2 1 (11.11%) Hibernate
2 1 (11.11%) Middleware
2 1 (11.11%) Spring
Miscellaneous
1 3 (33.33%) Computer Science
2 2 (22.22%) Algorithms
2 2 (22.22%) e-Learning
2 2 (22.22%) Management Information System
3 1 (11.11%) Analytical Skills
3 1 (11.11%) Driving Licence
Processes & Methodologies
1 9 (100.00%) Analytics
2 4 (44.44%) Agile Software Development
3 3 (33.33%) Data Science
4 2 (22.22%) Artificial Intelligence
4 2 (22.22%) CMMI
4 2 (22.22%) Continuous Improvement
4 2 (22.22%) Data Analysis
4 2 (22.22%) Data Architecture
4 2 (22.22%) Line Management
4 2 (22.22%) Machine Learning
4 2 (22.22%) Problem-Solving
4 2 (22.22%) Process Improvement
4 2 (22.22%) Scrum
4 2 (22.22%) Statistical Modelling
4 2 (22.22%) Statistics
4 2 (22.22%) Waterfall
5 1 (11.11%) Big Data Analytics
5 1 (11.11%) Microservices
5 1 (11.11%) Open Source
5 1 (11.11%) Statistical Analysis
Programming Languages
1 6 (66.67%) Python
2 5 (55.56%) SQL
3 3 (33.33%) Perl
4 2 (22.22%) Java
4 2 (22.22%) R
5 1 (11.11%) C++
5 1 (11.11%) Java 8
5 1 (11.11%) PHP
5 1 (11.11%) Ruby
Qualifications
1 3 (33.33%) Degree
2 2 (22.22%) Computer Science Degree
3 1 (11.11%) CISM
3 1 (11.11%) CISSP
3 1 (11.11%) GIAC
3 1 (11.11%) GPEN
3 1 (11.11%) SANS
Quality Assurance & Compliance
1 2 (22.22%) ISO 9001
1 2 (22.22%) QA
2 1 (11.11%) ISO/IEC 27001
Vendors
1 1 (11.11%) LexisNexis