Period
to 16 January 2019

The table below looks at the prevalence of the term Analytical Mindset in permanent job vacancies advertised in Wales. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Mindset over the 6 months to 16 January 2019 with a comparison to the same period over the previous 2 years.

Analytical Mindset
UK > Wales
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 112 - 151
Rank change year-on-year - +151 -
Permanent jobs citing Analytical Mindset 15 0 3
As % of all permanent IT jobs advertised in Wales 0.78% - 0.13%
As % of the Miscellaneous category 2.12% - 0.35%
Number of salaries quoted 12 0 3
Wales median annual salary £37,500 - £52,500
10th Percentile £20,925 - £47,250
90th Percentile £58,750 - £56,750
UK median annual salary £45,000 £49,552 £40,000
% change year-on-year -9.19% +23.88% -20.00%

Analytical Mindset is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Wales
Permanent vacancies with a requirement for generic IT skills 708 693 847
As % of all permanent IT jobs advertised in Wales 36.88% 35.68% 35.34%
Number of salaries quoted 555 534 700
Wales median annual salary £40,000 £38,000 £37,500
Median salary % change year-on-year +5.26% +1.33% +7.14%
10th Percentile £23,750 £22,575 £22,500
90th Percentile £63,750 £52,500 £57,500
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Analytical Mindset
Job Vacancy Trend in Wales

Job postings citing Analytical Mindset as a percentage of all IT jobs advertised in Wales.

Job vacancy trend for Analytical Mindset in Wales

Analytical Mindset
Salary Trend in Wales

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

Salary trend for Analytical Mindset in Wales

Analytical Mindset
Salary Histogram in Wales

The salary distribution of IT jobs citing Analytical Mindset in Wales over the 6 months to 16 January 2019.

Salary histogram for Analytical Mindset in Wales

Analytical Mindset
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Mindset within the Wales region over the 6 months to 16 January 2019. 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 £41,250 -
North Wales - 1 £40,000 -
West Wales - 1 £18,500 -
Analytical Mindset
UK

For the 6 months to 16 January 2019, IT jobs citing Analytical Mindset 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 Wales region with a requirement for Analytical Mindset.

1 15 (100.00%) Analytical Skills
2 13 (86.67%) Agile Software Development
3 12 (80.00%) Scrum
3 12 (80.00%) Self-Motivation
4 11 (73.33%) SOLID
4 11 (73.33%) Unit Testing
4 11 (73.33%) TDD
4 11 (73.33%) OOD
5 10 (66.67%) Python
6 8 (53.33%) Test Automation
6 8 (53.33%) Amazon AWS
6 8 (53.33%) Continuous Delivery
7 7 (46.67%) Selenium
8 4 (26.67%) Non-Functional Testing
9 3 (20.00%) Amazon DynamoDB
9 3 (20.00%) Flask
9 3 (20.00%) Continuous Improvement
9 3 (20.00%) Django
9 3 (20.00%) Pylint
9 3 (20.00%) Redux
9 3 (20.00%) React
9 3 (20.00%) PostgreSQL
9 3 (20.00%) JavaScript
10 2 (13.33%) PHP
10 2 (13.33%) SQL
10 2 (13.33%) C++
10 2 (13.33%) Java
10 2 (13.33%) .NET
11 1 (6.67%) Degree
11 1 (6.67%) Computer Science

Analytical Mindset
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 (6.67%) SharePoint
Applications
1 1 (6.67%) Microsoft Excel
Cloud Services
1 8 (53.33%) Amazon AWS
Database & Business Intelligence
1 3 (20.00%) Amazon DynamoDB
1 3 (20.00%) PostgreSQL
Development Applications
1 7 (46.67%) Selenium
2 3 (20.00%) Pylint
3 1 (6.67%) Atlassian Bamboo
3 1 (6.67%) Git (software)
General
1 1 (6.67%) Advertising
1 1 (6.67%) Games
Job Titles
1 11 (73.33%) Developer
2 9 (60.00%) Python Developer
3 4 (26.67%) Principal Developer
4 3 (20.00%) Senior Developer
4 3 (20.00%) Senior Python Developer
5 2 (13.33%) Analyst
5 2 (13.33%) Junior
6 1 (6.67%) Applications Support
6 1 (6.67%) Applications Support Analyst
6 1 (6.67%) Computer Engineer
6 1 (6.67%) Computer Science Graduate
6 1 (6.67%) Data Analyst
6 1 (6.67%) Graduate
6 1 (6.67%) IT Engineer
6 1 (6.67%) IT Graduate
6 1 (6.67%) Junior Developer
6 1 (6.67%) Junior IT Engineer
6 1 (6.67%) Junior Python Developer
6 1 (6.67%) Release Engineer
6 1 (6.67%) Support Analyst
Libraries, Frameworks & Software Standards
1 3 (20.00%) Django
1 3 (20.00%) Flask
1 3 (20.00%) React
1 3 (20.00%) Redux
2 2 (13.33%) .NET
3 1 (6.67%) React Native
Miscellaneous
1 15 (100.00%) Analytical Skills
2 12 (80.00%) Self-Motivation
Processes & Methodologies
1 13 (86.67%) Agile Software Development
2 12 (80.00%) Scrum
3 11 (73.33%) OOD
3 11 (73.33%) SOLID
3 11 (73.33%) TDD
3 11 (73.33%) Unit Testing
4 8 (53.33%) Continuous Delivery
4 8 (53.33%) Test Automation
5 4 (26.67%) Non-Functional Testing
6 3 (20.00%) Continuous Improvement
7 1 (6.67%) Analytics
7 1 (6.67%) Coaching
7 1 (6.67%) Computer Science
7 1 (6.67%) Data Analytics
7 1 (6.67%) DevOps
7 1 (6.67%) Line Management
7 1 (6.67%) Mentoring
7 1 (6.67%) Problem-Solving
7 1 (6.67%) Release Automation
7 1 (6.67%) Software Engineering
Programming Languages
1 10 (66.67%) Python
2 3 (20.00%) JavaScript
3 2 (13.33%) C++
3 2 (13.33%) Java
3 2 (13.33%) PHP
3 2 (13.33%) SQL
4 1 (6.67%) VBA
Qualifications
1 1 (6.67%) Computer Science Degree
1 1 (6.67%) Degree
Quality Assurance & Compliance
1 1 (6.67%) SLA
System Software
1 1 (6.67%) Docker
Systems Management
1 1 (6.67%) Kubernetes
Vendors
1 1 (6.67%) Microsoft