Period
to 21 June 2018

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

Data Analysis
Wales > North Wales
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 22 15 19
Rank change year-on-year -7 +4 +9
Permanent jobs citing Data Analysis 4 5 3
As % of all permanent IT jobs advertised in North Wales 4.40% 6.85% 3.70%
As % of the Processes & Methodologies category 4.71% 7.46% 5.00%
Number of salaries quoted 4 1 2
North Wales median annual salary £33,750 £25,000 £26,250
Median salary % change year-on-year +35.00% -4.76% -19.23%
10th Percentile £22,850 £22,500 £24,525
90th Percentile £35,000 £27,500 £28,175
Wales median annual salary £35,000 £40,000 £37,500
% change year-on-year -12.50% +6.67% +15.38%

Data Analysis 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 North Wales with a requirement for process or methodology skills.

All Process and Methodology Skills
North Wales
Permanent vacancies with a requirement for process or methodology skills 85 67 60
As % of all permanent IT jobs advertised in North Wales 93.41% 91.78% 74.07%
Number of salaries quoted 75 56 51
North Wales median annual salary £40,000 £28,500 £30,000
Median salary % change year-on-year +40.35% -5.00% -20.00%
10th Percentile £26,750 £21,250 £24,500
90th Percentile £52,500 £45,000 £43,750
Wales median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +1.35%

Data Analysis
Job Vacancy Trend in North Wales

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

Job vacancy trend for Data Analysis in North Wales

Data Analysis
Salary Trend in North Wales

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

Salary trend for Data Analysis in North Wales

Data Analysis
Salary Histogram in North Wales

The salary distribution of IT jobs citing Data Analysis in North Wales over the 6 months to 21 June 2018.

Salary histogram for Data Analysis in North Wales

Data Analysis
Job Locations in North Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the North Wales region over the 6 months to 21 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
Flintshire - 3 £35,000 -
Gwynedd - 1 £20,500 -
Data Analysis
Wales

For the 6 months to 21 June 2018, IT jobs citing Data Analysis 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 North Wales region with a requirement for Data Analysis.

1 3 (75.00%) SQL
1 3 (75.00%) SQL Server
1 3 (75.00%) Data Warehouse
1 3 (75.00%) QlikView
1 3 (75.00%) Visualisation
1 3 (75.00%) Power BI
1 3 (75.00%) SQL Server 2016
2 2 (50.00%) GDPR
2 2 (50.00%) Data Protection
2 2 (50.00%) Data Cleansing
2 2 (50.00%) Analytical Skills
2 2 (50.00%) Data Governance
2 2 (50.00%) Data Quality
2 2 (50.00%) VBA
2 2 (50.00%) Microsoft Excel
2 2 (50.00%) Quality Management
3 1 (25.00%) Subversion
3 1 (25.00%) SQL Server Reporting Services
3 1 (25.00%) Ubuntu
3 1 (25.00%) SQL Server Integration Services
3 1 (25.00%) Statistics
3 1 (25.00%) Degree
3 1 (25.00%) JIRA
3 1 (25.00%) Mathematics
3 1 (25.00%) Computer Science
3 1 (25.00%) SQL Server Analysis Services
3 1 (25.00%) Groovy
3 1 (25.00%) Regular Expression
3 1 (25.00%) Data Analytics
3 1 (25.00%) Kimball Methodology

Data Analysis
Co-occurring IT Skills in North 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:

Applications
1 2 (50.00%) Microsoft Excel
Database & Business Intelligence
1 3 (75.00%) Data Warehouse
1 3 (75.00%) Power BI
1 3 (75.00%) QlikView
1 3 (75.00%) SQL Server
1 3 (75.00%) SQL Server 2016
2 1 (25.00%) SQL Server Analysis Services
2 1 (25.00%) SQL Server Integration Services
2 1 (25.00%) SQL Server Reporting Services
Development Applications
1 1 (25.00%) Git (software)
1 1 (25.00%) JIRA
1 1 (25.00%) Subversion
Job Titles
1 3 (75.00%) Analyst
2 2 (50.00%) Data Analyst
3 1 (25.00%) Analyst Programmer
3 1 (25.00%) Business Developer
3 1 (25.00%) Business Intelligence Developer
3 1 (25.00%) Developer
3 1 (25.00%) Java Analyst Programmer
3 1 (25.00%) Java Programmer
3 1 (25.00%) Programmer
Libraries, Frameworks & Software Standards
1 1 (25.00%) Regular Expression
Miscellaneous
1 2 (50.00%) Analytical Skills
2 1 (25.00%) Computer Science
Operating Systems
1 1 (25.00%) Linux
1 1 (25.00%) Ubuntu
Processes & Methodologies
1 3 (75.00%) Visualisation
2 2 (50.00%) Data Cleansing
2 2 (50.00%) Data Governance
2 2 (50.00%) Data Protection
2 2 (50.00%) Quality Management
3 1 (25.00%) Analytics
3 1 (25.00%) Business Intelligence
3 1 (25.00%) Dashboard Development
3 1 (25.00%) Data Analytics
3 1 (25.00%) Data Modelling
3 1 (25.00%) ETL
3 1 (25.00%) Kimball Methodology
3 1 (25.00%) Mathematics
3 1 (25.00%) Statistics
Programming Languages
1 3 (75.00%) SQL
2 2 (50.00%) VBA
3 1 (25.00%) C#
3 1 (25.00%) C++
3 1 (25.00%) Groovy
3 1 (25.00%) Java
3 1 (25.00%) Perl
3 1 (25.00%) PHP
3 1 (25.00%) Python
3 1 (25.00%) T-SQL
Qualifications
1 1 (25.00%) Degree
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
1 2 (50.00%) GDPR
Vendors
1 1 (25.00%) Microsoft