Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Apteco FastStats
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 1127 1102 1193
Rank change year-on-year -25 +91 +25
Permanent jobs citing FastStats 50 120 121
As % of all permanent IT jobs advertised in the UK 0.028% 0.063% 0.055%
As % of the Business Applications category 0.36% 0.92% 0.80%
Number of salaries quoted 46 88 110
UK median annual salary £40,000 £38,500 £37,500
Median salary % change year-on-year +3.90% +2.67% -
10th Percentile £26,250 £27,050 £27,500
90th Percentile £55,000 £54,200 £53,750
UK excluding London median annual salary £37,000 £42,500 £37,500
% change year-on-year -12.94% +13.33% +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 with a requirement for business application skills.

All Business Application Skills
UK
Permanent vacancies with a requirement for business application skills 13798 13071 15089
As % of all permanent IT jobs advertised in the UK 7.71% 6.88% 6.89%
Number of salaries quoted 9736 9883 11749
UK median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% +5.00%
10th Percentile £31,250 £31,155 £31,250
90th Percentile £80,000 £80,000 £80,000
UK excluding London median annual salary £45,000 £45,000 £45,000

FastStats
Job Vacancy Trend

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

Job vacancy trend for FastStats in the UK

FastStats
Salary Trend

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

Salary trend for FastStats in the UK

FastStats
Salary Histogram

The salary distribution of IT jobs citing FastStats over the 6 months to 18 November 2017.

Salary histogram for FastStats in the UK

FastStats
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing FastStats within the UK over the 6 months to 18 November 2017. 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
England -44 48 £40,000 +3.90% 2
UK excluding London +39 28 £37,000 -12.94%
London -48 21 £40,000 +3.90% 2
South East +17 13 £49,000 +15.29%
Yorkshire +37 6 £27,500 -29.03%
North of England +9 6 £27,500 -26.67%
East of England +9 5 £45,000 -
South West -8 3 £27,500 -45.00%
Scotland -8 1 - -

For the 6 months to 18 November 2017, IT jobs citing FastStats also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for FastStats.

1 29 (58.00%) Marketing
2 28 (56.00%) CRM
3 27 (54.00%) SQL
4 15 (30.00%) SQL Server
4 15 (30.00%) Relational Database
5 12 (24.00%) Data Management
6 11 (22.00%) Analytics
6 11 (22.00%) Analytical Skills
7 10 (20.00%) Microsoft Excel
7 10 (20.00%) Microsoft
8 8 (16.00%) Data Analysis
8 8 (16.00%) GDPR
9 7 (14.00%) Adobe Campaign
9 7 (14.00%) Customer Engagement
9 7 (14.00%) Retail
9 7 (14.00%) Project Management
9 7 (14.00%) Adobe
9 7 (14.00%) Oracle
9 7 (14.00%) T-SQL
10 6 (12.00%) Legal
10 6 (12.00%) Data Cleansing
10 6 (12.00%) SQL Server Integration Services
11 5 (10.00%) Marketing Automation
11 5 (10.00%) Direct Marketing
11 5 (10.00%) Tableau
11 5 (10.00%) Finance
11 5 (10.00%) MS Access
11 5 (10.00%) ETL
11 5 (10.00%) Business Intelligence
12 4 (8.00%) SAS

FastStats
Co-occurring IT Skills 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 (8.00%) SAS
Applications
1 10 (20.00%) Microsoft Excel
2 4 (8.00%) SPSS
3 2 (4.00%) Microsoft PowerPoint
Business Applications
1 7 (14.00%) Adobe Campaign
2 4 (8.00%) Raiser's Edge
3 3 (6.00%) FastStats PeopleStage
4 2 (4.00%) Dynamics CRM
5 1 (2.00%) Unica
Cloud Services
1 4 (8.00%) Google Analytics
2 3 (6.00%) Fastly
2 3 (6.00%) Pure360
2 3 (6.00%) Silverpop
3 2 (4.00%) Responsys
Database & Business Intelligence
1 15 (30.00%) Relational Database
1 15 (30.00%) SQL Server
2 6 (12.00%) SQL Server Integration Services
3 5 (10.00%) MS Access
4 4 (8.00%) Data Mining
4 4 (8.00%) MySQL
4 4 (8.00%) SQL Server Reporting Services
5 3 (6.00%) Data Warehouse
5 3 (6.00%) DTS
5 3 (6.00%) Qlik Sense
5 3 (6.00%) QlikView
5 3 (6.00%) SQL Server 2008
6 2 (4.00%) BusinessObjects
6 2 (4.00%) RDBMS
7 1 (2.00%) Crystal Reports
7 1 (2.00%) mvBase
7 1 (2.00%) PostgreSQL
7 1 (2.00%) Power BI
7 1 (2.00%) UniData
Development Applications
1 1 (2.00%) JIRA
1 1 (2.00%) TestRail
General
1 29 (58.00%) Marketing
2 7 (14.00%) Retail
3 6 (12.00%) Legal
4 5 (10.00%) Finance
5 2 (4.00%) Automotive
5 2 (4.00%) Banking
5 2 (4.00%) Pharmaceutical
6 1 (2.00%) Advertising
6 1 (2.00%) Manufacturing
Job Titles
1 17 (34.00%) Analyst
2 10 (20.00%) Database Manager
3 9 (18.00%) Data Analyst
4 8 (16.00%) Developer
5 7 (14.00%) Insight Manager
6 6 (12.00%) Data Manager
6 6 (12.00%) SQL Analyst
7 4 (8.00%) Marketing Analyst
7 4 (8.00%) SQL Data Analyst
7 4 (8.00%) SQL Developer
8 3 (6.00%) Business Intelligence Analyst
8 3 (6.00%) Campaign Analyst
8 3 (6.00%) Commercial Analyst
8 3 (6.00%) Marketing Campaign Analyst
8 3 (6.00%) Senior Analyst
9 2 (4.00%) CRM Manager
9 2 (4.00%) Senior DBA
9 2 (4.00%) Senior SQL DBA
9 2 (4.00%) Senior SQL Developer
9 2 (4.00%) SSIS Developer
Libraries, Frameworks & Software Standards
1 3 (6.00%) .NET
2 1 (2.00%) WPF
2 1 (2.00%) XML
Miscellaneous
1 11 (22.00%) Analytical Skills
2 2 (4.00%) Management Information System
Operating Systems
1 2 (4.00%) AIX
Processes & Methodologies
1 28 (56.00%) CRM
2 12 (24.00%) Data Management
3 11 (22.00%) Analytics
4 8 (16.00%) Data Analysis
5 7 (14.00%) Customer Engagement
5 7 (14.00%) Project Management
6 6 (12.00%) Data Cleansing
7 5 (10.00%) Business Intelligence
7 5 (10.00%) Direct Marketing
7 5 (10.00%) ETL
7 5 (10.00%) Marketing Automation
8 4 (8.00%) Business Analysis
8 4 (8.00%) Data Analytics
9 3 (6.00%) Actionable Insight
9 3 (6.00%) Continuous Improvement
9 3 (6.00%) Data Visualisation
9 3 (6.00%) Database Marketing
9 3 (6.00%) Outbound Marketing
9 3 (6.00%) Test Automation
9 3 (6.00%) Visualisation
Programming Languages
1 27 (54.00%) SQL
2 7 (14.00%) T-SQL
3 3 (6.00%) C#
3 3 (6.00%) Java
4 2 (4.00%) C++
5 1 (2.00%) R
Qualifications
1 3 (6.00%) Degree
1 3 (6.00%) ISEB
2 1 (2.00%) ISTQB
2 1 (2.00%) ISTQB Foundation Certification
2 1 (2.00%) Numerate Degree
Quality Assurance & Compliance
1 8 (16.00%) GDPR
2 4 (8.00%) Data Quality
2 4 (8.00%) QA
3 2 (4.00%) SLA
Vendors
1 10 (20.00%) Microsoft
2 7 (14.00%) Adobe
2 7 (14.00%) Oracle
3 5 (10.00%) Tableau
4 4 (8.00%) Alterian
4 4 (8.00%) Apteco
4 4 (8.00%) Google
5 2 (4.00%) Alteryx
6 1 (2.00%) Cognos
6 1 (2.00%) IBM
6 1 (2.00%) jBASE
6 1 (2.00%) Salesforce.com