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

Apteco FastStats
UK > England
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 1065 1120 1093
Rank change year-on-year +55 -27 +91
Permanent jobs citing FastStats 57 50 118
As % of all permanent IT jobs advertised in England 0.038% 0.030% 0.067%
As % of the Business Applications category 0.64% 0.38% 0.96%
Number of salaries quoted 51 47 86
England median annual salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.90% +2.67%
10th Percentile £31,000 £26,250 £26,750
90th Percentile £48,750 £55,000 £53,750
UK median annual salary £40,000 £40,000 £38,500
% change year-on-year - +3.90% +2.67%

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 8,938 13,251 12,261
As % of all permanent IT jobs advertised in England 5.89% 7.86% 6.95%
Number of salaries quoted 6,664 9,570 9,427
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
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% - -2.44%

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 November 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 November 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 +69 37 £40,000 - 4
Midlands - 17 £40,000 - 2
West Midlands - 17 £40,000 - 2
North of England +13 2 £28,250 +2.73% 2
Yorkshire +24 1 £37,500 +36.36% 2
South West +3 1 £35,000 +8.53% 3
North West - 1 £19,000 -
FastStats
UK

For the 6 months to 20 November 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 41 (71.93%) SQL
2 31 (54.39%) Microsoft
3 26 (45.61%) SQL Server
4 24 (42.11%) SQL Server Reporting Services
4 24 (42.11%) Marketing
4 24 (42.11%) SQL Server Integration Services
5 22 (38.60%) CRM
6 19 (33.33%) Data Analysis
7 16 (28.07%) Business Intelligence
7 16 (28.07%) T-SQL
8 15 (26.32%) SQL Server Analysis Services
9 14 (24.56%) Microsoft Excel
10 13 (22.81%) Analytical Skills
11 11 (19.30%) Analytics
11 11 (19.30%) ETL
11 11 (19.30%) Salesforce.com
12 10 (17.54%) MS Access
12 10 (17.54%) Data Warehouse
12 10 (17.54%) Finance
12 10 (17.54%) QA
13 9 (15.79%) Selenium
13 9 (15.79%) SQL Server 2008
13 9 (15.79%) Team Foundation Server
13 9 (15.79%) Test Automation
13 9 (15.79%) Continuous Integration
13 9 (15.79%) Process Improvement
13 9 (15.79%) SQL Server 2012
13 9 (15.79%) E-business
13 9 (15.79%) TDD
13 9 (15.79%) Business Analysis

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 4 (7.02%) SAS
2 1 (1.75%) Adobe Experience Manager
Applications
1 14 (24.56%) Microsoft Excel
2 5 (8.77%) Spreadsheet
3 3 (5.26%) SPSS
4 2 (3.51%) Microsoft PowerPoint
5 1 (1.75%) Microsoft Office
Business Applications
1 7 (12.28%) Salesforce.com CRM
2 6 (10.53%) Raiser's Edge
3 5 (8.77%) Adobe Campaign
4 1 (1.75%) FastStats PeopleStage
4 1 (1.75%) Unica
Cloud Services
1 8 (14.04%) Google Analytics
2 2 (3.51%) SmartFocus
3 1 (1.75%) Silverpop
Database & Business Intelligence
1 26 (45.61%) SQL Server
2 24 (42.11%) SQL Server Integration Services
2 24 (42.11%) SQL Server Reporting Services
3 15 (26.32%) SQL Server Analysis Services
4 10 (17.54%) Data Warehouse
4 10 (17.54%) MS Access
5 9 (15.79%) Crystal Reports
5 9 (15.79%) SQL Server 2008
5 9 (15.79%) SQL Server 2012
6 2 (3.51%) Relational Database
7 1 (1.75%) BusinessObjects
7 1 (1.75%) MySQL
7 1 (1.75%) Power BI
Development Applications
1 9 (15.79%) Selenium
1 9 (15.79%) Team Foundation Server
General
1 24 (42.11%) Marketing
2 10 (17.54%) Finance
3 2 (3.51%) Advertising
3 2 (3.51%) Retail
Job Titles
1 21 (36.84%) Analyst
2 18 (31.58%) Data Analyst
3 16 (28.07%) Developer
4 15 (26.32%) Business Intelligence Developer
5 9 (15.79%) Insight Analyst
5 9 (15.79%) QA Tester
5 9 (15.79%) SQL BI Developer
5 9 (15.79%) SQL Developer
5 9 (15.79%) Tester
6 7 (12.28%) Business Developer
7 6 (10.53%) Data Insight Analyst
7 6 (10.53%) Insight Data Analyst
8 5 (8.77%) Marketing Analyst
9 4 (7.02%) Marketing Data Analyst
10 2 (3.51%) Data Manager
10 2 (3.51%) Database Manager
10 2 (3.51%) SPSS Analyst
10 2 (3.51%) SQL Analyst
11 1 (1.75%) CRM Consultant
11 1 (1.75%) Database Developer
Libraries, Frameworks & Software Standards
1 9 (15.79%) XML
1 9 (15.79%) XSD
2 1 (1.75%) CSS
2 1 (1.75%) HTML
Miscellaneous
1 13 (22.81%) Analytical Skills
2 6 (10.53%) Management Information System
3 1 (1.75%) Computer Science
3 1 (1.75%) Data Structures
Processes & Methodologies
1 22 (38.60%) CRM
2 19 (33.33%) Data Analysis
3 16 (28.07%) Business Intelligence
4 11 (19.30%) Analytics
4 11 (19.30%) ETL
5 9 (15.79%) Business Analysis
5 9 (15.79%) Continuous Integration
5 9 (15.79%) Data Modelling
5 9 (15.79%) Decision-Making
5 9 (15.79%) E-business
5 9 (15.79%) E-Commerce
5 9 (15.79%) Process Improvement
5 9 (15.79%) TDD
5 9 (15.79%) Test Automation
6 8 (14.04%) ERP
7 4 (7.02%) Campaign Management
7 4 (7.02%) Market Segmentation
7 4 (7.02%) Statistical Analysis
8 3 (5.26%) Data Protection
9 2 (3.51%) Campaign Analysis
Programming Languages
1 41 (71.93%) SQL
2 16 (28.07%) T-SQL
3 4 (7.02%) R
4 2 (3.51%) Python
5 1 (1.75%) JavaScript
Qualifications
1 2 (3.51%) Degree
2 1 (1.75%) Computer Science Degree
2 1 (1.75%) Numerate Degree
Quality Assurance & Compliance
1 10 (17.54%) QA
2 3 (5.26%) GDPR
3 1 (1.75%) Data Quality
Vendors
1 31 (54.39%) Microsoft
2 11 (19.30%) Salesforce.com
3 8 (14.04%) Google
4 5 (8.77%) Adobe
5 3 (5.26%) Tableau
6 2 (3.51%) Alterian
7 1 (1.75%) Apteco
7 1 (1.75%) IBM
7 1 (1.75%) Salesforce Marketing Cloud