Period
to 20 September 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 September 2018 with a comparison to the same period in the previous 2 years.

Apteco FastStats
UK > England
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 1089 1102 1133
Rank change year-on-year +13 +31 +52
Permanent jobs citing FastStats 50 68 104
As % of all permanent IT jobs advertised in England 0.032% 0.041% 0.056%
As % of the Business Applications category 0.50% 0.54% 0.80%
Number of salaries quoted 43 62 75
England median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £27,350 £26,250 £26,000
90th Percentile £50,000 £53,500 £53,750
UK median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% -

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 9,945 12,665 13,027
As % of all permanent IT jobs advertised in England 6.38% 7.62% 7.08%
Number of salaries quoted 7,431 9,307 10,099
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -4.76%
10th Percentile £31,250 £31,250 £31,250
90th Percentile £85,000 £80,000 £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 September 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 September 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 +50 29 £41,000 +2.50% 6
Midlands +30 16 £40,000 +60.00%
West Midlands - 16 £40,000 -
North of England +20 5 £27,500 -
North West +16 5 £27,500 -
FastStats
UK

For the 6 months to 20 September 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 39 (78.00%) SQL
2 31 (62.00%) Microsoft
3 26 (52.00%) SQL Server
4 22 (44.00%) SQL Server Reporting Services
5 21 (42.00%) SQL Server Integration Services
6 20 (40.00%) T-SQL
7 19 (38.00%) Marketing
7 19 (38.00%) Data Analysis
8 18 (36.00%) Analytical Skills
9 17 (34.00%) Microsoft Excel
10 16 (32.00%) Business Intelligence
11 15 (30.00%) SQL Server Analysis Services
12 14 (28.00%) CRM
13 11 (22.00%) E-Commerce
13 11 (22.00%) Decision-Making
14 10 (20.00%) MS Access
14 10 (20.00%) Finance
15 9 (18.00%) SAS
15 9 (18.00%) Crystal Reports
15 9 (18.00%) R
15 9 (18.00%) Analytics
16 8 (16.00%) ERP
16 8 (16.00%) Data Warehouse
16 8 (16.00%) ETL
17 7 (14.00%) Python
17 7 (14.00%) QA
18 6 (12.00%) Selenium
18 6 (12.00%) Continuous Integration
18 6 (12.00%) SQL Server 2008
18 6 (12.00%) Team Foundation Server

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 9 (18.00%) SAS
2 2 (4.00%) Skype for Business
3 1 (2.00%) Adobe Experience Manager
Applications
1 17 (34.00%) Microsoft Excel
2 6 (12.00%) SPSS
3 5 (10.00%) Microsoft Office
3 5 (10.00%) Spreadsheet
4 3 (6.00%) Microsoft PowerPoint
Business Applications
1 4 (8.00%) Raiser's Edge
2 3 (6.00%) Adobe Campaign
3 2 (4.00%) Salesforce.com CRM
4 1 (2.00%) FastStats PeopleStage
4 1 (2.00%) Unica
Cloud Services
1 3 (6.00%) Google Analytics
2 1 (2.00%) Silverpop
2 1 (2.00%) SmartFocus
Communications & Networking
1 1 (2.00%) Skype
Database & Business Intelligence
1 26 (52.00%) SQL Server
2 22 (44.00%) SQL Server Reporting Services
3 21 (42.00%) SQL Server Integration Services
4 15 (30.00%) SQL Server Analysis Services
5 10 (20.00%) MS Access
6 9 (18.00%) Crystal Reports
7 8 (16.00%) Data Warehouse
8 6 (12.00%) SQL Server 2008
8 6 (12.00%) SQL Server 2012
9 3 (6.00%) Relational Database
10 1 (2.00%) BusinessObjects
10 1 (2.00%) Power BI
Development Applications
1 6 (12.00%) Selenium
1 6 (12.00%) Team Foundation Server
General
1 19 (38.00%) Marketing
2 10 (20.00%) Finance
3 4 (8.00%) Advertising
4 2 (4.00%) Retail
Job Titles
1 18 (36.00%) Analyst
2 16 (32.00%) Developer
3 15 (30.00%) Business Intelligence Developer
4 12 (24.00%) Data Analyst
5 9 (18.00%) SQL BI Developer
5 9 (18.00%) SQL Developer
6 8 (16.00%) Insight Analyst
7 7 (14.00%) Business Developer
8 6 (12.00%) QA Tester
8 6 (12.00%) Tester
9 4 (8.00%) Data Manager
10 3 (6.00%) Analytics Manager
10 3 (6.00%) Data Analysis Manager
10 3 (6.00%) Data Analytics Manager
10 3 (6.00%) Data Insight Analyst
10 3 (6.00%) Insight Data Analyst
10 3 (6.00%) Insight Manager
10 3 (6.00%) SQL Analyst
11 2 (4.00%) SPSS Analyst
11 2 (4.00%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 6 (12.00%) XML
1 6 (12.00%) XSD
2 1 (2.00%) CSS
2 1 (2.00%) HTML
Miscellaneous
1 18 (36.00%) Analytical Skills
2 6 (12.00%) Management Information System
3 1 (2.00%) Computer Science
Processes & Methodologies
1 19 (38.00%) Data Analysis
2 16 (32.00%) Business Intelligence
3 14 (28.00%) CRM
4 11 (22.00%) Decision-Making
4 11 (22.00%) E-Commerce
5 9 (18.00%) Analytics
6 8 (16.00%) ERP
6 8 (16.00%) ETL
7 6 (12.00%) Business Analysis
7 6 (12.00%) Continuous Integration
7 6 (12.00%) E-business
7 6 (12.00%) Process Improvement
7 6 (12.00%) TDD
7 6 (12.00%) Test Automation
8 5 (10.00%) Data Analytics
8 5 (10.00%) Decision Tree
8 5 (10.00%) Mathematics
8 5 (10.00%) Statistical Analysis
9 4 (8.00%) A/B Testing
9 4 (8.00%) Problem-Solving
Programming Languages
1 39 (78.00%) SQL
2 20 (40.00%) T-SQL
3 9 (18.00%) R
4 7 (14.00%) Python
5 3 (6.00%) MATLAB
5 3 (6.00%) VBA
6 1 (2.00%) JavaScript
Qualifications
1 4 (8.00%) Degree
2 1 (2.00%) Computer Science Degree
2 1 (2.00%) Numerate Degree
Quality Assurance & Compliance
1 7 (14.00%) QA
2 2 (4.00%) Data Quality
3 1 (2.00%) GDPR
Vendors
1 31 (62.00%) Microsoft
2 5 (10.00%) Salesforce.com
3 3 (6.00%) Adobe
3 3 (6.00%) Google
3 3 (6.00%) Tableau
4 2 (4.00%) Alterian
5 1 (2.00%) IBM
5 1 (2.00%) Minitab
5 1 (2.00%) Salesforce Marketing Cloud