Period
to 21 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Wales with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 6 months to 21 January 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
UK > Wales
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 119 - 141
Rank change year-on-year - +141 +11
Permanent jobs citing Data Architecture 14 0 7
As % of all permanent IT jobs advertised in Wales 0.74% - 0.26%
As % of the Processes & Methodologies category 0.82% - 0.32%
Number of salaries quoted 14 0 6
Wales median annual salary £49,475 - £58,750
10th Percentile £31,175 - £34,500
90th Percentile £64,575 - £69,375
UK median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +8.00%

Data Architecture 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 1,708 2,117 2,221
As % of all permanent IT jobs advertised in Wales 90.13% 89.21% 83.59%
Number of salaries quoted 1,409 1,810 1,923
Wales median annual salary £40,000 £37,500 £36,000
Median salary % change year-on-year +6.67% +4.17% +1.41%
10th Percentile £24,250 £22,500 £22,500
90th Percentile £55,349 £56,250 £55,000
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

Data Architecture
Job Vacancy Trend in Wales

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

Job vacancy trend for Data Architecture in Wales

Data Architecture
Salary Trend in Wales

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

Salary trend for Data Architecture in Wales

Data Architecture
Salary Histogram in Wales

The salary distribution of IT jobs citing Data Architecture in Wales over the 6 months to 21 January 2018.

Salary histogram for Data Architecture in Wales

Data Architecture
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the Wales region over the 6 months to 21 January 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
South Wales - 13 £51,450 - 3
West Wales - 1 £42,500 -
Data Architecture
UK

For the 6 months to 21 January 2018, IT jobs citing Data Architecture 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 Data Architecture.

1 8 (57.14%) Data Modelling
2 6 (42.86%) Data Analysis
3 5 (35.71%) Data Transformation
3 5 (35.71%) Agile Software Development
4 4 (28.57%) Data Governance
5 3 (21.43%) Big Data
6 2 (14.29%) SQL Server Reporting Services
6 2 (14.29%) Reverse Engineering
6 2 (14.29%) Hadoop
6 2 (14.29%) Visualisation
6 2 (14.29%) Finance
6 2 (14.29%) SQL
6 2 (14.29%) T-SQL
6 2 (14.29%) ITIL
6 2 (14.29%) Business Intelligence
6 2 (14.29%) Microsoft
6 2 (14.29%) PowerPivot
6 2 (14.29%) Data Visualisation
6 2 (14.29%) Metadata Management
6 2 (14.29%) Dashboard Development
6 2 (14.29%) Power BI
6 2 (14.29%) Data Strategy
7 1 (7.14%) Strategic Thinking
7 1 (7.14%) Contingency Planning
7 1 (7.14%) Planning and Forecasting
7 1 (7.14%) Software Delivery
7 1 (7.14%) Impala
7 1 (7.14%) Apache Spark
7 1 (7.14%) Business Analysis
7 1 (7.14%) Statistics

Data Architecture
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 1 (7.14%) Apache Pig
1 1 (7.14%) Apache Spark
Database & Business Intelligence
1 3 (21.43%) Big Data
2 2 (14.29%) Hadoop
2 2 (14.29%) Power BI
2 2 (14.29%) PowerPivot
2 2 (14.29%) SQL Server Reporting Services
3 1 (7.14%) Apache Cassandra
3 1 (7.14%) Apache Hive
3 1 (7.14%) Impala
3 1 (7.14%) MongoDB
3 1 (7.14%) NoSQL
General
1 2 (14.29%) Finance
2 1 (7.14%) Games
2 1 (7.14%) Legal
Job Titles
1 5 (35.71%) Architect
1 5 (35.71%) Data Architect
1 5 (35.71%) Head of Architecture
1 5 (35.71%) Head of Data Architecture
2 3 (21.43%) Analyst
3 2 (14.29%) Data Analyst
3 2 (14.29%) Head of Delivery
3 2 (14.29%) Senior Architect
3 2 (14.29%) Senior Data Architect
3 2 (14.29%) SQL Analyst
3 2 (14.29%) SQL Data Analyst
4 1 (7.14%) Big Data Specialist
4 1 (7.14%) Business Analyst
4 1 (7.14%) Technical Analyst
4 1 (7.14%) Technical Business Analyst
Processes & Methodologies
1 8 (57.14%) Data Modelling
2 6 (42.86%) Data Analysis
3 5 (35.71%) Agile Software Development
3 5 (35.71%) Data Transformation
4 4 (28.57%) Data Governance
5 2 (14.29%) Business Intelligence
5 2 (14.29%) Dashboard Development
5 2 (14.29%) Data Strategy
5 2 (14.29%) Data Visualisation
5 2 (14.29%) ITIL
5 2 (14.29%) Metadata Management
5 2 (14.29%) Reverse Engineering
5 2 (14.29%) Visualisation
6 1 (7.14%) Business Analysis
6 1 (7.14%) Data Management
6 1 (7.14%) ETL
6 1 (7.14%) Project Management
6 1 (7.14%) Risk Management
6 1 (7.14%) Stakeholder Management
6 1 (7.14%) Statistics
Programming Languages
1 2 (14.29%) SQL
1 2 (14.29%) T-SQL
2 1 (7.14%) Python
System Software
1 1 (7.14%) Apache Flume
Vendors
1 2 (14.29%) Microsoft
2 1 (7.14%) Cadence
2 1 (7.14%) Remedy