The table below looks at the statistics for FastStats skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited FastStats over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Apteco FastStats
Rank 841 897 929
Rank change year-on-year
+56 +32
Permanent jobs citing FastStats 77 66 55
As % of all permanent IT jobs located in the UK 0.080% 0.061% 0.048%
As % of the Business Applications category 1.13% 0.85% 0.62%
Number of salaries quoted 48 61 26
Median salary £38,500 £39,000 £33,750
Median salary % change year-on-year
-1.28% +15.55%
90% offered a salary of more than £27,750 £31,500 £22,250
10% offered a salary of more than £57,500 £55,000 £57,500
UK excluding London median salary £37,500 £37,500 £35,000
% change year-on-year
- +7.14%

The following table is for comparison with the above and provides statistics for the entire Business Applications category in permanent jobs advertised across the UK.

Business Applications Category
UK
Permanent IT job ads with a match in the
Business Applications category
6822 7729 8899
As % of all permanent IT jobs located in the UK 7.13% 7.14% 7.79%
Number of salaries quoted 5193 6102 6971
Median salary £51,500 £55,000 £53,000
Median salary % change year-on-year
-6.36% +3.77%
90% offered a salary of more than £33,500 £35,000 £35,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £47,500 £50,000 £50,000
% change year-on-year
-5.00% -

FastStats
Jobs Demand Trend

The demand trend of job ads citing FastStats as a proportion of all IT jobs with a match in the Business Applications category.

FastStats Jobs Demand Trend in the UK

FastStats
Salary Trend

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

FastStats Salary Trend in the UK

FastStats
Salary Histogram

This chart provides a salary histogram for IT jobs citing FastStats over the 3 months to 26 September 2016 within the UK.

FastStats Salary Histogram in the UK

FastStats
Top 25 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 3 months to 26 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +52 76 £38,500 -1.28% 5
London +38 48 £38,500 -3.75% 4
South East +52 17 £40,000 -31.91%
East Sussex - 14 £37,500 -
Brighton - 14 £37,500 -
Watford - 8 - -
East of England - 8 - -
Hertfordshire - 8 - -
City of London +46 2 £32,500 -0.76%
Kingston Upon Thames - 2 £70,000 -
Basingstoke - 1 £42,500 -
Market Harborough - 1 £25,000 -
Guildford - 1 £28,500 -
Crawley - 1 £53,500 -
Leicestershire - 1 £25,000 -
Manchester - 1 - -
Hampshire - 1 £42,500 -
Surrey - 1 £28,500 -
West Sussex - 1 £53,500 -
Staffordshire - 1 £30,000 - 1
East Midlands - 1 £25,000 -
North West - 1 - -
West Midlands - 1 £30,000 - 1
Edinburgh - 1 £70,000 -
Scotland - 1 £70,000 -

FastStats
Top 30 Related IT Skills

For the 6 months to 26 September 2016, 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 91 (80.53%) Marketing
2 63 (55.75%) SQL
3 44 (38.94%) Analytical Skills
4 42 (37.17%) SAS
5 34 (30.09%) Data Modelling
6 32 (28.32%) CRM
7 30 (26.55%) Degree
8 29 (25.66%) SPSS
9 28 (24.78%) MS PowerPoint
10 26 (23.01%) Campaign Analysis
11 25 (22.12%) Statistics
12 24 (21.24%) Retail
13 23 (20.35%) Direct Marketing
14 21 (18.58%) Analytics
15 20 (17.70%) SQL Server
16 19 (16.81%) Python
16 19 (16.81%) Digital Marketing
17 18 (15.93%) Mathematics
17 18 (15.93%) ETL
18 16 (14.16%) Microsoft
18 16 (14.16%) SQL Server Integration Services
18 16 (14.16%) R
19 15 (13.27%) Google
20 14 (12.39%) MS Excel
20 14 (12.39%) Google Analytics
21 13 (11.50%) E-Commerce
21 13 (11.50%) Business Intelligence
22 11 (9.73%) Data Warehouse
22 11 (9.73%) Business Development
22 11 (9.73%) Quantitative Analysis

FastStats
Top Related 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 42 (37.17%) SAS
2 4 (3.54%) Exchange Server 2013
2 4 (3.54%) MS Exchange
2 4 (3.54%) SharePoint
2 4 (3.54%) SugarCRM
3 3 (2.65%) Adobe Experience Manager
4 2 (1.77%) Apache Pig
4 2 (1.77%) OpenStack
5 1 (0.88%) Marvel
Applications
1 29 (25.66%) SPSS
2 28 (24.78%) MS PowerPoint
3 14 (12.39%) MS Excel
4 7 (6.19%) MS Office
Business Applications
1 10 (8.85%) FastStats PeopleStage
2 8 (7.08%) Unica
3 6 (5.31%) Adobe Campaign
4 2 (1.77%) Eloqua
5 1 (0.88%) Dynamics CRM
5 1 (0.88%) Radian6
Cloud Services
1 14 (12.39%) Google Analytics
2 3 (2.65%) Amazon AWS
3 2 (1.77%) Adobe Analytics
3 2 (1.77%) AWS Lambda
3 2 (1.77%) Google Cloud Platform
3 2 (1.77%) Silverpop
3 2 (1.77%) SmartFocus
4 1 (0.88%) Microsoft Azure
4 1 (0.88%) Responsys
Communications & Networking
1 4 (3.54%) DHCP
1 4 (3.54%) DNS
1 4 (3.54%) VPN
2 1 (0.88%) Firewall
2 1 (0.88%) FTP
Database & Business Intelligence
1 20 (17.70%) SQL Server
2 16 (14.16%) SQL Server Integration Services
3 11 (9.73%) Data Warehouse
4 9 (7.96%) DataStage
4 9 (7.96%) SQL Server 2008
5 7 (6.19%) Relational Database
5 7 (6.19%) SQL Server Reporting Services
6 6 (5.31%) BusinessObjects
7 5 (4.42%) Base SAS
7 5 (4.42%) MySQL
8 4 (3.54%) SQL Server 2012
9 3 (2.65%) Crystal Reports
9 3 (2.65%) Hadoop
9 3 (2.65%) NoSQL
9 3 (2.65%) Power BI
10 2 (1.77%) Apache Hive
10 2 (1.77%) Data Mining
10 2 (1.77%) MongoDB
10 2 (1.77%) Pentaho
10 2 (1.77%) SQL Server Analysis Services
Development Applications
1 10 (8.85%) Talend Open Studio
2 5 (4.42%) Team Foundation Server
3 4 (3.54%) Selenium
4 2 (1.77%) SQL Server Management Studio (SSMS)
5 1 (0.88%) JIRA
5 1 (0.88%) Visual Studio
General
1 91 (80.53%) Marketing
2 24 (21.24%) Retail
3 6 (5.31%) Finance
4 2 (1.77%) Legal
4 2 (1.77%) Publishing
5 1 (0.88%) Games
Job Titles
1 68 (60.18%) Analyst
2 32 (28.32%) Data Analyst
3 26 (23.01%) Marketing Analyst
4 15 (13.27%) Digital Analyst
4 15 (13.27%) Digital Marketing Analyst
4 15 (13.27%) SQL Analyst
5 14 (12.39%) Marketing Data Analyst
6 11 (9.73%) Insight Analyst
7 10 (8.85%) Analytics Manager
7 10 (8.85%) E-Commerce Manager
7 10 (8.85%) Insight Manager
8 8 (7.08%) Developer
9 7 (6.19%) Customer Analyst
9 7 (6.19%) DataStage Developer
9 7 (6.19%) DataStage ETL Developer
9 7 (6.19%) ETL Developer
9 7 (6.19%) Marketing Executive
10 6 (5.31%) Marketing Insight Analyst
10 6 (5.31%) Service Analyst
11 5 (4.42%) Support Analyst
Libraries, Frameworks & Software Standards
1 4 (3.54%) XML
2 3 (2.65%) COM
2 3 (2.65%) HTML
3 2 (1.77%) CSS
Miscellaneous
1 44 (38.94%) Analytical Skills
2 25 (22.12%) Statistics
3 18 (15.93%) Mathematics
4 10 (8.85%) Management Information System
5 4 (3.54%) PKI
5 4 (3.54%) Visualisation
6 2 (1.77%) Data Integration
6 2 (1.77%) Data Protection Act
6 2 (1.77%) Reference Data
7 1 (0.88%) Copywriting
7 1 (0.88%) Digital Media
7 1 (0.88%) Economics
7 1 (0.88%) FMCG
7 1 (0.88%) Physics
7 1 (0.88%) Social Media
Operating Systems
1 4 (3.54%) Windows
1 4 (3.54%) Windows 10
1 4 (3.54%) Windows 7
1 4 (3.54%) Windows 8
1 4 (3.54%) Windows Server
1 4 (3.54%) Windows Server 2008
1 4 (3.54%) Windows Server 2012
Processes & Methodologies
1 34 (30.09%) Data Modelling
2 32 (28.32%) CRM
3 26 (23.01%) Campaign Analysis
4 23 (20.35%) Direct Marketing
5 21 (18.58%) Analytics
6 19 (16.81%) Digital Marketing
7 18 (15.93%) ETL
8 13 (11.50%) Business Intelligence
8 13 (11.50%) E-Commerce
9 11 (9.73%) Business Development
9 11 (9.73%) Quantitative Analysis
10 10 (8.85%) Data Analysis
10 10 (8.85%) Kalman Filter
11 9 (7.96%) Project Management
12 7 (6.19%) Campaign Management
12 7 (6.19%) Service Delivery
12 7 (6.19%) Statistical Modelling
12 7 (6.19%) Unit Testing
13 5 (4.42%) CHAID
13 5 (4.42%) Time Management
Programming Languages
1 63 (55.75%) SQL
2 19 (16.81%) Python
3 16 (14.16%) R
4 7 (6.19%) Java
4 7 (6.19%) VBA
5 4 (3.54%) PowerShell
6 2 (1.77%) JavaScript
7 1 (0.88%) PL/SQL
7 1 (0.88%) T-SQL
7 1 (0.88%) VB
Qualifications
1 30 (26.55%) Degree
2 4 (3.54%) MCP
2 4 (3.54%) Microsoft Certification
2 4 (3.54%) SC Cleared
2 4 (3.54%) Security Cleared
3 1 (0.88%) MBA
Quality Assurance & Compliance
1 5 (4.42%) Data Quality
1 5 (4.42%) SLA
2 4 (3.54%) ISO/IEC 27001
3 3 (2.65%) QA
4 2 (1.77%) Actionable Recommendations
System Software
1 4 (3.54%) Active Directory
2 1 (0.88%) Virtual Machines
Systems Management
1 4 (3.54%) Iperf
2 2 (1.77%) Systems Management Server (SMS)
Vendors
1 16 (14.16%) Microsoft
2 15 (13.27%) Google
3 11 (9.73%) Apteco
4 10 (8.85%) Talend
5 9 (7.96%) Adobe
5 9 (7.96%) Informatica
6 8 (7.08%) IBM
7 6 (5.31%) Oracle
7 6 (5.31%) Salesforce.com
8 4 (3.54%) Alterian
8 4 (3.54%) Cisco
9 3 (2.65%) Cognos
10 2 (1.77%) Ab Initio
10 2 (1.77%) Facebook
10 2 (1.77%) Qubit
10 2 (1.77%) Salesforce Marketing Cloud
10 2 (1.77%) SAP
11 1 (0.88%) Coremetrics
11 1 (0.88%) Crimson Hexagon
11 1 (0.88%) Tableau
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