Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Wales with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 6 months to 22 July 2018 with a comparison to the same period in the previous 2 years.

Statistics
UK > Wales
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 115 122 137
Rank change year-on-year +7 +15 -29
Permanent jobs citing Statistics 15 24 17
As % of all permanent IT jobs advertised in Wales 0.78% 1.11% 0.63%
As % of the Processes & Methodologies category 0.85% 1.22% 0.73%
Number of salaries quoted 14 16 12
Wales median annual salary £40,325 £38,862 £27,000
Median salary % change year-on-year +3.76% +43.93% -25.00%
10th Percentile £22,328 £21,125 £25,500
90th Percentile £63,675 £48,500 £33,275
UK median annual salary £52,500 £45,500 £50,000
% change year-on-year +15.38% -9.00% +8.70%

Statistics 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 1,762 1,961 2,315
As % of all permanent IT jobs advertised in Wales 91.91% 90.75% 86.00%
Number of salaries quoted 1,435 1,664 1,953
Wales median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +1.35%
10th Percentile £25,000 £24,000 £22,550
90th Percentile £60,000 £56,250 £53,750
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% -

Statistics
Job Vacancy Trend in Wales

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

Job vacancy trend for Statistics in Wales

Statistics
Salary Trend in Wales

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

Salary trend for Statistics in Wales

Statistics
Salary Histogram in Wales

The salary distribution of IT jobs citing Statistics in Wales over the 6 months to 22 July 2018.

Salary histogram for Statistics in Wales

Statistics
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Wales region over the 6 months to 22 July 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 +15 14 £42,650 +9.75% 1
North Wales - 1 £27,500 -
Statistics
UK

For the 6 months to 22 July 2018, IT jobs citing Statistics 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 Statistics.

1 6 (40.00%) Finance
2 5 (33.33%) CRM
2 5 (33.33%) Business Intelligence
2 5 (33.33%) Hadoop
2 5 (33.33%) Workflow
3 4 (26.67%) NoSQL
3 4 (26.67%) Continuous Improvement
3 4 (26.67%) Big Data
3 4 (26.67%) Data Science
3 4 (26.67%) Microsoft
3 4 (26.67%) BusinessObjects
3 4 (26.67%) Back Office
3 4 (26.67%) Python
3 4 (26.67%) SQL
3 4 (26.67%) CMS
3 4 (26.67%) WFM
3 4 (26.67%) Load Balancing
3 4 (26.67%) Erlang
4 3 (20.00%) Oracle
4 3 (20.00%) Analytics
4 3 (20.00%) Machine Learning
4 3 (20.00%) MongoDB
4 3 (20.00%) SaaS
5 2 (13.33%) PaaS
5 2 (13.33%) Data Architecture
5 2 (13.33%) NAS
5 2 (13.33%) Apache Hive
5 2 (13.33%) Oracle Exadata
5 2 (13.33%) Cloudera
5 2 (13.33%) Performance Monitoring

Statistics
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 4 (26.67%) CMS
2 2 (13.33%) Apache Spark
3 1 (6.67%) Apache Pig
Applications
1 2 (13.33%) Microsoft Excel
Cloud Services
1 3 (20.00%) SaaS
2 2 (13.33%) IaaS
2 2 (13.33%) PaaS
3 1 (6.67%) Amazon AWS
3 1 (6.67%) Microsoft Azure
Communications & Networking
1 2 (13.33%) NAS
1 2 (13.33%) SAN
Database & Business Intelligence
1 5 (33.33%) Hadoop
2 4 (26.67%) Big Data
2 4 (26.67%) BusinessObjects
2 4 (26.67%) NoSQL
3 3 (20.00%) MongoDB
4 2 (13.33%) Apache Hive
4 2 (13.33%) Ingres
4 2 (13.33%) MS Access
4 2 (13.33%) Oracle Exadata
4 2 (13.33%) PostgreSQL
4 2 (13.33%) Relational Database
4 2 (13.33%) SQL Server
5 1 (6.67%) Amazon Redshift
5 1 (6.67%) Apache Cassandra
5 1 (6.67%) Data Warehouse
5 1 (6.67%) MySQL
5 1 (6.67%) Presto
Development Applications
1 1 (6.67%) JIRA
1 1 (6.67%) Maven
1 1 (6.67%) Subversion
General
1 6 (40.00%) Finance
2 4 (26.67%) Back Office
3 2 (13.33%) Financial Institution
3 2 (13.33%) Local Government
3 2 (13.33%) Marketing
3 2 (13.33%) Telecoms
4 1 (6.67%) Electronics
4 1 (6.67%) Manufacturing
Job Titles
1 5 (33.33%) Analyst
2 2 (13.33%) Architect
2 2 (13.33%) Data Scientist
2 2 (13.33%) Database Engineer
2 2 (13.33%) Senior Analyst
2 2 (13.33%) Systems Engineer
3 1 (6.67%) Data Analyst
3 1 (6.67%) Data Architect
3 1 (6.67%) Delivery Manager
3 1 (6.67%) Developer
3 1 (6.67%) Financial Analyst
3 1 (6.67%) Junior
3 1 (6.67%) Junior Systems Engineer
3 1 (6.67%) MI Manager
3 1 (6.67%) Operations Analyst
3 1 (6.67%) Python Developer
3 1 (6.67%) Scrum Master
3 1 (6.67%) Service Analyst
3 1 (6.67%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (6.67%) JSON
1 1 (6.67%) Kafka
1 1 (6.67%) Natural Language Processing
1 1 (6.67%) PySpark
1 1 (6.67%) Web Services
1 1 (6.67%) XML
Miscellaneous
1 2 (13.33%) Algorithms
1 2 (13.33%) Management Information System
2 1 (6.67%) Analytical Skills
2 1 (6.67%) Driving Licence
2 1 (6.67%) Fintech
2 1 (6.67%) User Experience
Operating Systems
1 2 (13.33%) Windows
Processes & Methodologies
1 5 (33.33%) Business Intelligence
1 5 (33.33%) CRM
1 5 (33.33%) Workflow
2 4 (26.67%) Continuous Improvement
2 4 (26.67%) Data Science
2 4 (26.67%) Load Balancing
2 4 (26.67%) WFM
3 3 (20.00%) Analytics
3 3 (20.00%) Machine Learning
4 2 (13.33%) Agile Software Development
4 2 (13.33%) Data Architecture
4 2 (13.33%) Decision-Making
4 2 (13.33%) Performance Monitoring
4 2 (13.33%) Problem-Solving
5 1 (6.67%) Data Analysis
5 1 (6.67%) Mathematics
5 1 (6.67%) Programme Management
5 1 (6.67%) Scrum
5 1 (6.67%) Stakeholder Management
5 1 (6.67%) TDD
Programming Languages
1 4 (26.67%) Erlang
1 4 (26.67%) Python
1 4 (26.67%) SQL
2 1 (6.67%) C++
2 1 (6.67%) Java
2 1 (6.67%) MATLAB
2 1 (6.67%) Ruby
Systems Management
1 2 (13.33%) Oracle RMAN
1 2 (13.33%) Oracle ZFS
Vendors
1 4 (26.67%) Microsoft
2 3 (20.00%) Oracle
3 2 (13.33%) Actian
3 2 (13.33%) Cloudera
4 1 (6.67%) SAP