Period
to 20 July 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for FastStats skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited FastStats over the 6 months to 20 July 2018 with a comparison to the same period in the previous 2 years.

Apteco FastStats
UK > England
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 1109 1104 1166
Rank change year-on-year -5 +62 +36
Permanent jobs citing FastStats 43 80 94
As % of all permanent IT jobs advertised in England 0.026% 0.048% 0.049%
As % of the Business Applications category 0.40% 0.66% 0.69%
Number of salaries quoted 36 73 85
England median annual salary £37,500 £37,000 £37,500
Median salary % change year-on-year +1.35% -1.33% +2.74%
10th Percentile £21,250 £26,250 £26,000
90th Percentile £50,563 £53,500 £67,500
UK median annual salary £37,500 £37,000 £37,500
% change year-on-year +1.35% -1.33% +2.74%

FastStats is in the Business Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for business application skills.

All Business Application Skills
England
Permanent vacancies with a requirement for business application skills 10,881 12,166 13,545
As % of all permanent IT jobs advertised in England 6.65% 7.29% 7.09%
Number of salaries quoted 8,230 9,103 10,602
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -4.76%
10th Percentile £31,250 £31,000 £31,250
90th Percentile £85,000 £79,900 £80,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -4.76%

FastStats
Job Vacancy Trend in England

Job postings citing FastStats as a percentage of all IT jobs advertised in England.

Job vacancy trend for FastStats in England

FastStats
Salary Trend in England

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

Salary trend for FastStats in England

FastStats
Salary Histogram in England

The salary distribution of IT jobs citing FastStats in England over the 6 months to 20 July 2018.

Salary histogram for FastStats in England

FastStats
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing FastStats within the England region over the 6 months to 20 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
London +10 27 £41,500 +10.67% 3
Midlands +7 6 £38,750 +55.00% 3
West Midlands - 6 £38,750 - 3
North West +22 5 £27,500 -
North of England +9 5 £27,500 -
South West -5 3 £42,500 +54.55% 3
East of England +2 2 £35,500 -21.11% 1
FastStats
UK

For the 6 months to 20 July 2018, IT jobs citing FastStats 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 England region with a requirement for FastStats.

1 34 (79.07%) SQL
2 21 (48.84%) Microsoft
2 21 (48.84%) Marketing
3 19 (44.19%) SQL Server
4 15 (34.88%) Analytical Skills
5 14 (32.56%) CRM
6 13 (30.23%) T-SQL
7 12 (27.91%) Data Analysis
8 11 (25.58%) SQL Server Integration Services
8 11 (25.58%) Microsoft Excel
9 10 (23.26%) SQL Server Reporting Services
9 10 (23.26%) Analytics
10 8 (18.60%) Degree
10 8 (18.60%) Data Warehouse
10 8 (18.60%) E-Commerce
10 8 (18.60%) ETL
10 8 (18.60%) SAS
10 8 (18.60%) Python
10 8 (18.60%) Decision-Making
11 7 (16.28%) FastStats PeopleStage
11 7 (16.28%) Business Intelligence
11 7 (16.28%) QA
11 7 (16.28%) R
12 6 (13.95%) Data Analytics
12 6 (13.95%) Mathematics
12 6 (13.95%) SQL Server Analysis Services
12 6 (13.95%) Adobe
12 6 (13.95%) MS Access
12 6 (13.95%) Finance
12 6 (13.95%) Relational Database

FastStats
Co-occurring IT Skills in England 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 8 (18.60%) SAS
2 2 (4.65%) CMS
2 2 (4.65%) Skype for Business
3 1 (2.33%) Adobe Experience Manager
Applications
1 11 (25.58%) Microsoft Excel
2 4 (9.30%) Microsoft Office
2 4 (9.30%) SPSS
3 3 (6.98%) Microsoft PowerPoint
Business Applications
1 7 (16.28%) FastStats PeopleStage
2 5 (11.63%) Adobe Campaign
3 4 (9.30%) Raiser's Edge
4 1 (2.33%) Dynamics CRM
4 1 (2.33%) Unica
Cloud Services
1 2 (4.65%) Silverpop
2 1 (2.33%) Cloud Computing
2 1 (2.33%) Google Analytics
2 1 (2.33%) Pure360
2 1 (2.33%) Responsys
Communications & Networking
1 1 (2.33%) Skype
Database & Business Intelligence
1 19 (44.19%) SQL Server
2 11 (25.58%) SQL Server Integration Services
3 10 (23.26%) SQL Server Reporting Services
4 8 (18.60%) Data Warehouse
5 6 (13.95%) MS Access
5 6 (13.95%) Relational Database
5 6 (13.95%) SQL Server Analysis Services
6 3 (6.98%) Crystal Reports
6 3 (6.98%) SQL Server 2008
6 3 (6.98%) SQL Server 2012
7 2 (4.65%) RDBMS
8 1 (2.33%) Data Mining
8 1 (2.33%) MySQL
8 1 (2.33%) OpenQM
8 1 (2.33%) Power BI
8 1 (2.33%) Qlik Sense
8 1 (2.33%) QlikView
8 1 (2.33%) UniData
Development Applications
1 3 (6.98%) Selenium
1 3 (6.98%) Team Foundation Server
General
1 21 (48.84%) Marketing
2 6 (13.95%) Finance
3 4 (9.30%) Advertising
4 2 (4.65%) Retail
Job Titles
1 14 (32.56%) Developer
2 12 (27.91%) Analyst
3 8 (18.60%) Data Analyst
4 6 (13.95%) Business Intelligence Developer
4 6 (13.95%) SQL Developer
5 5 (11.63%) Junior
6 4 (9.30%) Business Developer
6 4 (9.30%) Insight Analyst
7 3 (6.98%) Analytics Manager
7 3 (6.98%) Data Analysis Manager
7 3 (6.98%) Data Analytics Manager
7 3 (6.98%) Data Manager
7 3 (6.98%) Insight Manager
7 3 (6.98%) QA Tester
7 3 (6.98%) SQL Analyst
7 3 (6.98%) SQL BI Developer
7 3 (6.98%) Tester
8 2 (4.65%) CRM Executive
8 2 (4.65%) ETL Developer
8 2 (4.65%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 3 (6.98%) XML
1 3 (6.98%) XSD
2 2 (4.65%) Web Services
3 1 (2.33%) .NET
3 1 (2.33%) CSS
3 1 (2.33%) HTML
Miscellaneous
1 15 (34.88%) Analytical Skills
2 3 (6.98%) Management Information System
3 2 (4.65%) Marketing Technology
4 1 (2.33%) Computer Science
Operating Systems
1 1 (2.33%) AIX
Processes & Methodologies
1 14 (32.56%) CRM
2 12 (27.91%) Data Analysis
3 10 (23.26%) Analytics
4 8 (18.60%) Decision-Making
4 8 (18.60%) E-Commerce
4 8 (18.60%) ETL
5 7 (16.28%) Business Intelligence
6 6 (13.95%) Data Analytics
6 6 (13.95%) Mathematics
7 5 (11.63%) Database Marketing
7 5 (11.63%) Problem-Solving
8 4 (9.30%) A/B Testing
8 4 (9.30%) Business Analysis
8 4 (9.30%) Customer Acquisition
8 4 (9.30%) Customer Segmentation
8 4 (9.30%) Statistics
9 3 (6.98%) Cluster Analysis
9 3 (6.98%) Data Extraction
9 3 (6.98%) Process Improvement
9 3 (6.98%) Statistical Analysis
Programming Languages
1 34 (79.07%) SQL
2 13 (30.23%) T-SQL
3 8 (18.60%) Python
4 7 (16.28%) R
5 3 (6.98%) MATLAB
5 3 (6.98%) VBA
6 2 (4.65%) Java
7 1 (2.33%) C#
7 1 (2.33%) C++
7 1 (2.33%) JavaScript
Qualifications
1 8 (18.60%) Degree
2 1 (2.33%) Computer Science Degree
2 1 (2.33%) Numerate Degree
Quality Assurance & Compliance
1 7 (16.28%) QA
2 2 (4.65%) Data Quality
3 1 (2.33%) SLA
Vendors
1 21 (48.84%) Microsoft
2 6 (13.95%) Adobe
3 4 (9.30%) Oracle
4 3 (6.98%) Tableau
5 2 (4.65%) Apteco
5 2 (4.65%) Salesforce.com
6 1 (2.33%) Alterian
6 1 (2.33%) Google
6 1 (2.33%) IBM
6 1 (2.33%) jBASE
6 1 (2.33%) Minitab
6 1 (2.33%) Salesforce Marketing Cloud
6 1 (2.33%) Talend