The table below looks at the statistics for FastStats skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited FastStats over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Apteco FastStats
Rank 806 877 913
Rank change year-on-year
+71 +36
Permanent jobs citing FastStats 73 67 54
As % of all permanent IT jobs located in England 0.082% 0.066% 0.051%
As % of the Business Applications category 1.16% 0.94% 0.66%
Number of salaries quoted 46 62 26
Median salary £38,500 £39,500 £33,750
Median salary % change year-on-year
-2.53% +17.03%
90% offered a salary of more than £27,250 £31,500 £22,250
10% offered a salary of more than £55,500 £54,750 £57,500
UK excluding London median salary £37,500 £37,500 £35,000
% change year-on-year
- +7.14%
FastStats
UK

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

Business Applications Category
England
Permanent IT job ads with a match in the
Business Applications category
6308 7140 8168
As % of all permanent IT jobs located in England 7.06% 6.99% 7.64%
Number of salaries quoted 4875 5764 6484
Median salary £52,000 £55,000 £54,000
Median salary % change year-on-year
-5.45% +1.85%
90% offered a salary of more than £34,000 £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 in England

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

FastStats Jobs Demand Trend in England

FastStats
Salary Trend in England

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

FastStats Salary Trend in England

FastStats
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing FastStats across the England region over the 3 months to 29 September 2016.

FastStats Salary Histogram 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 3 months to 29 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
London +36 46 £38,500 -7.78% 3
South East +66 16 £40,000 -31.91%
East of England - 8 - -
East Midlands - 1 £25,000 -
North West - 1 - -
West Midlands - 1 £30,000 - 1
FastStats
UK

FastStats
Top 30 Related IT Skills in England

For the 6 months to 29 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 across the England region with a requirement for FastStats.

1 87 (80.56%) Marketing
2 64 (59.26%) SQL
3 44 (40.74%) Analytical Skills
4 42 (38.89%) SAS
5 34 (31.48%) Data Modelling
6 32 (29.63%) CRM
7 30 (27.78%) Degree
7 30 (27.78%) SPSS
8 28 (25.93%) MS PowerPoint
9 26 (24.07%) Statistics
9 26 (24.07%) Campaign Analysis
10 24 (22.22%) Retail
11 20 (18.52%) Direct Marketing
11 20 (18.52%) SQL Server
11 20 (18.52%) Analytics
12 19 (17.59%) Python
12 19 (17.59%) Digital Marketing
13 18 (16.67%) Mathematics
13 18 (16.67%) ETL
14 16 (14.81%) SQL Server Integration Services
14 16 (14.81%) Google
14 16 (14.81%) R
15 14 (12.96%) Google Analytics
15 14 (12.96%) MS Excel
16 13 (12.04%) E-Commerce
16 13 (12.04%) Business Intelligence
17 12 (11.11%) Microsoft
18 11 (10.19%) Quantitative Analysis
18 11 (10.19%) Data Warehouse
18 11 (10.19%) Data Analysis

FastStats
Top Related 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 42 (38.89%) SAS
2 2 (1.85%) Adobe Experience Manager
2 2 (1.85%) Apache Pig
2 2 (1.85%) OpenStack
3 1 (0.93%) Marvel
Applications
1 30 (27.78%) SPSS
2 28 (25.93%) MS PowerPoint
3 14 (12.96%) MS Excel
4 3 (2.78%) MS Office
Business Applications
1 9 (8.33%) FastStats PeopleStage
2 4 (3.70%) Adobe Campaign
3 3 (2.78%) Unica
4 2 (1.85%) Eloqua
5 1 (0.93%) Dynamics CRM
5 1 (0.93%) Radian6
Cloud Services
1 14 (12.96%) Google Analytics
2 2 (1.85%) Amazon AWS
2 2 (1.85%) AWS Lambda
2 2 (1.85%) Google Cloud Platform
2 2 (1.85%) Silverpop
2 2 (1.85%) SmartFocus
3 1 (0.93%) Adobe Analytics
3 1 (0.93%) Microsoft Azure
3 1 (0.93%) Responsys
Communications & Networking
1 1 (0.93%) Firewall
1 1 (0.93%) FTP
Database & Business Intelligence
1 20 (18.52%) SQL Server
2 16 (14.81%) SQL Server Integration Services
3 11 (10.19%) Data Warehouse
4 9 (8.33%) DataStage
4 9 (8.33%) SQL Server 2008
5 7 (6.48%) Relational Database
5 7 (6.48%) SQL Server Reporting Services
6 6 (5.56%) Base SAS
6 6 (5.56%) BusinessObjects
7 5 (4.63%) MySQL
8 4 (3.70%) SQL Server 2012
9 3 (2.78%) Crystal Reports
9 3 (2.78%) Hadoop
9 3 (2.78%) NoSQL
9 3 (2.78%) Power BI
10 2 (1.85%) Apache Hive
10 2 (1.85%) Data Mining
10 2 (1.85%) MongoDB
10 2 (1.85%) Pentaho
10 2 (1.85%) SQL Server Analysis Services
Development Applications
1 10 (9.26%) Talend Open Studio
2 5 (4.63%) Team Foundation Server
3 4 (3.70%) Selenium
4 2 (1.85%) SQL Server Management Studio (SSMS)
5 1 (0.93%) JIRA
5 1 (0.93%) Visual Studio
General
1 87 (80.56%) Marketing
2 24 (22.22%) Retail
3 6 (5.56%) Finance
4 2 (1.85%) Legal
4 2 (1.85%) Publishing
5 1 (0.93%) Games
Job Titles
1 65 (60.19%) Analyst
2 32 (29.63%) Data Analyst
3 26 (24.07%) Marketing Analyst
4 15 (13.89%) Digital Analyst
4 15 (13.89%) Digital Marketing Analyst
4 15 (13.89%) SQL Analyst
5 14 (12.96%) Marketing Data Analyst
6 12 (11.11%) Insight Analyst
7 10 (9.26%) Analytics Manager
7 10 (9.26%) E-Commerce Manager
7 10 (9.26%) Insight Manager
8 8 (7.41%) Developer
9 7 (6.48%) Customer Analyst
9 7 (6.48%) DataStage Developer
9 7 (6.48%) DataStage ETL Developer
9 7 (6.48%) ETL Developer
9 7 (6.48%) Marketing Executive
10 6 (5.56%) Marketing Insight Analyst
11 5 (4.63%) SPSS Marketing Analyst
11 5 (4.63%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 4 (3.70%) XML
2 3 (2.78%) COM
2 3 (2.78%) HTML
3 2 (1.85%) CSS
Miscellaneous
1 44 (40.74%) Analytical Skills
2 26 (24.07%) Statistics
3 18 (16.67%) Mathematics
4 10 (9.26%) Management Information System
5 4 (3.70%) Visualisation
6 2 (1.85%) Data Integration
6 2 (1.85%) Data Protection Act
6 2 (1.85%) Reference Data
7 1 (0.93%) Copywriting
7 1 (0.93%) Economics
7 1 (0.93%) FMCG
7 1 (0.93%) Physics
7 1 (0.93%) Social Media
Processes & Methodologies
1 34 (31.48%) Data Modelling
2 32 (29.63%) CRM
3 26 (24.07%) Campaign Analysis
4 20 (18.52%) Analytics
4 20 (18.52%) Direct Marketing
5 19 (17.59%) Digital Marketing
6 18 (16.67%) ETL
7 13 (12.04%) Business Intelligence
7 13 (12.04%) E-Commerce
8 11 (10.19%) Data Analysis
8 11 (10.19%) Quantitative Analysis
9 10 (9.26%) Business Development
9 10 (9.26%) Kalman Filter
10 7 (6.48%) Campaign Management
10 7 (6.48%) Statistical Modelling
10 7 (6.48%) Unit Testing
11 6 (5.56%) Agile Software Development
12 5 (4.63%) Data Management
12 5 (4.63%) Database Marketing
12 5 (4.63%) Time Management
Programming Languages
1 64 (59.26%) SQL
2 19 (17.59%) Python
3 16 (14.81%) R
4 7 (6.48%) Java
4 7 (6.48%) VBA
5 2 (1.85%) JavaScript
6 1 (0.93%) PL/SQL
6 1 (0.93%) T-SQL
6 1 (0.93%) VB
Qualifications
1 30 (27.78%) Degree
2 1 (0.93%) MBA
Quality Assurance & Compliance
1 5 (4.63%) Data Quality
2 3 (2.78%) QA
3 2 (1.85%) Actionable Recommendations
4 1 (0.93%) SLA
System Software
1 1 (0.93%) Virtual Machines
Systems Management
1 2 (1.85%) Systems Management Server (SMS)
Vendors
1 16 (14.81%) Google
2 12 (11.11%) Microsoft
3 10 (9.26%) Apteco
3 10 (9.26%) Talend
4 9 (8.33%) Informatica
5 7 (6.48%) Adobe
6 6 (5.56%) Oracle
6 6 (5.56%) Salesforce.com
7 3 (2.78%) Cognos
7 3 (2.78%) IBM
8 2 (1.85%) Ab Initio
8 2 (1.85%) Facebook
8 2 (1.85%) Qubit
8 2 (1.85%) Salesforce Marketing Cloud
8 2 (1.85%) SAP
9 1 (0.93%) Coremetrics
9 1 (0.93%) Crimson Hexagon
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