The table below looks at the prevalence of the term Statistics in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Statistics over the 3 months to 27 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Mar 2015
Same period 2014 Same period 2013
Statistics
Rank 321 290 283
Rank change year-on-year
-31 -7
Permanent jobs citing Statistics 871 1018 971
As % of all permanent IT jobs located in England 0.87% 0.98% 0.95%
As % of the Miscellaneous category 2.29% 2.44% 2.46%
Number of salaries quoted 652 816 747
Average salary £45,000 £45,000 £40,000
Average salary % change year-on-year
- +12.50%
90% offered a salary of more than £25,100 £27,000 £26,000
10% offered a salary of more than £70,000 £77,500 £67,500
UK excluding London average salary £40,000 £35,000 £37,500
% change year-on-year
+14.28% -6.66%
Statistics
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38013 41801 39514
As % of all permanent IT jobs located in England 37.88% 40.11% 38.64%
Number of salaries quoted 30519 33090 32421
Average salary £47,500 £47,500 £45,000
Average salary % change year-on-year
- +5.55%
90% offered a salary of more than £28,000 £28,500 £28,000
10% offered a salary of more than £75,000 £75,000 £77,500
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%

Statistics
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Statistics across the England region as a proportion of the total demand within the Miscellaneous category.

Statistics Jobs Demand Trend in England

Statistics
Salary Trend in England

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

Statistics Salary Trend in England

Statistics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Statistics across the England region over the 3 months to 27 March 2015.

Statistics Salary Histogram in England

Statistics
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Statistics within the England region over the 3 months to 27 March 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -53 399 £52,500 - 66
South East -39 173 £42,500 +6.25% 24
East of England +28 75 £42,500 +21.42% 8
North West +25 68 £42,500 +41.66% 13
Yorkshire +31 50 £31,500 -10.00% 5
South West -30 36 £42,500 +13.33% 9
East Midlands +45 35 £32,500 -7.14%
West Midlands -34 29 £43,750 +34.61% 4
Midlands +10 6 £37,500 +7.14%
North East -6 3 £21,760 -37.82% 2
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 27 March 2015, IT jobs across the England region citing Statistics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Statistics.

1 740 (44.15%) SQL
2 618 (36.87%) Degree
3 617 (36.81%) Mathematics
4 570 (34.01%) Analytics
5 552 (32.94%) Analytical Skills
6 502 (29.95%) Finance
7 370 (22.08%) Microsoft
8 308 (18.38%) Marketing
9 288 (17.18%) MS Excel
10 283 (16.89%) SAS
11 275 (16.41%) Windows
12 260 (15.51%) SQL Server
13 259 (15.45%) Computer Science
14 246 (14.68%) Data Analysis
15 233 (13.90%) Java
16 232 (13.84%) Python
16 232 (13.84%) Business Intelligence
17 231 (13.78%) R
18 203 (12.11%) ITIL
19 201 (11.99%) SPSS
20 192 (11.46%) Oracle
21 186 (11.10%) Big Data
22 184 (10.98%) Data Mining
23 183 (10.92%) Visualisation
24 181 (10.80%) Agile Software Development
25 159 (9.49%) Algorithms
26 157 (9.37%) Retail
27 143 (8.53%) Linux
28 142 (8.47%) MS Office
29 137 (8.17%) MATLAB

Statistics
Top Related IT Skills in England by Category

For the 6 months to 27 March 2015, IT jobs across the England region citing Statistics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Statistics. Up to 20 skills are shown per category.

Application Platforms
1 283 (16.89%) SAS
2 91 (5.43%) SharePoint
3 44 (2.63%) CMS
4 43 (2.57%) IIS
5 42 (2.51%) Apache Pig
6 36 (2.15%) MS Exchange
7 34 (2.03%) Apache
8 25 (1.49%) Apache Spark
9 21 (1.25%) WordPress
10 20 (1.19%) Umbraco
10 20 (1.19%) SharePoint 2010
11 10 (0.60%) Exchange Server 2010
12 8 (0.48%) Elasticsearch
12 8 (0.48%) Exchange Server 2003
13 7 (0.42%) Live Communications Server
13 7 (0.42%) Blackberry Enterprise Server
14 6 (0.36%) Node.js
15 5 (0.30%) OpenStack
15 5 (0.30%) Lync
15 5 (0.30%) Confluence
Applications
1 288 (17.18%) MS Excel
2 201 (11.99%) SPSS
3 142 (8.47%) MS Office
4 68 (4.06%) MS PowerPoint
5 24 (1.43%) Photoshop
6 20 (1.19%) InDesign
7 14 (0.84%) MS Visio
8 13 (0.78%) Stata
9 12 (0.72%) Weka
10 11 (0.66%) Spreadsheet
11 10 (0.60%) FastStats
12 9 (0.54%) PowerPivot
12 9 (0.54%) Mathematica
13 6 (0.36%) MS Project
13 6 (0.36%) CPLEX
14 3 (0.18%) AutoCAD
15 2 (0.12%) EViews
16 1 (0.060%) Adobe Illustrator
Business Applications
1 89 (5.31%) Google Analytics
2 20 (1.19%) Magento
2 20 (1.19%) Cognos Planning
3 11 (0.66%) SAP InfiniteInsight
4 10 (0.60%) Dynamics CRM
4 10 (0.60%) Oracle Applications
5 6 (0.36%) WebTrends
6 5 (0.30%) SAP R/3
6 5 (0.30%) SAP SD
7 4 (0.24%) Visualfiles
7 4 (0.24%) Cognos Business Intelligence
8 3 (0.18%) Dynamics AX
8 3 (0.18%) Oracle EBS
9 2 (0.12%) Remedy ITSM
9 2 (0.12%) SAP ERP
10 1 (0.060%) Oracle Clinical
10 1 (0.060%) Oracle CRM
10 1 (0.060%) Cognos TM1
10 1 (0.060%) SiteCatalyst
10 1 (0.060%) Oracle EBS R12
Cloud Services
1 27 (1.61%) SaaS
2 24 (1.43%) Microsoft Azure
3 10 (0.60%) Amazon AWS
3 10 (0.60%) GitHub
4 7 (0.42%) Amazon EC2
5 5 (0.30%) Amazon EMR
6 1 (0.060%) Amazon ELB
6 1 (0.060%) SuccessFactors
6 1 (0.060%) AWS Elastic Beanstalk
6 1 (0.060%) IaaS
6 1 (0.060%) Cloud Computing
6 1 (0.060%) Amazon S3
6 1 (0.060%) PaaS
6 1 (0.060%) Office 365
6 1 (0.060%) Route 53
Communications & Networking
1 64 (3.82%) Firewall
2 51 (3.04%) Internet
3 49 (2.92%) LAN
4 45 (2.68%) DHCP
4 45 (2.68%) DNS
5 44 (2.63%) WAN
6 31 (1.85%) SAN
6 31 (1.85%) TCP/IP
7 29 (1.73%) VPN
8 21 (1.25%) Cisco Nexus
9 20 (1.19%) VoIP
10 19 (1.13%) BGP
11 18 (1.07%) Intranet
12 16 (0.95%) Wireless
13 15 (0.89%) Wireshark
13 15 (0.89%) Network Security
13 15 (0.89%) Cisco ASA
14 14 (0.84%) MPLS
15 13 (0.78%) IP Telephony
15 13 (0.78%) VLAN
Database & Business Intelligence
1 260 (15.51%) SQL Server
2 186 (11.10%) Big Data
3 184 (10.98%) Data Mining
4 133 (7.94%) Hadoop
5 97 (5.79%) SQL Server Reporting Services
6 86 (5.13%) Relational Database
7 85 (5.07%) SQL Server 2008
8 66 (3.94%) MySQL
8 66 (3.94%) SQL Server Integration Services
9 64 (3.82%) SQL Server Analysis Services
9 64 (3.82%) Data Warehouse
10 63 (3.76%) NoSQL
11 61 (3.64%) Apache Hive
12 56 (3.34%) QlikView
13 53 (3.16%) SQL Server 2012
14 40 (2.39%) Oracle Database
15 39 (2.33%) Oracle Reports
16 38 (2.27%) MongoDB
17 34 (2.03%) HBase
18 33 (1.97%) SQL Server 2005
Development Applications
1 28 (1.67%) SQL Server Management Studio (SSMS)
2 20 (1.19%) Dreamweaver
3 18 (1.07%) Visual Studio
3 18 (1.07%) JIRA
4 15 (0.89%) Team Foundation Server
5 12 (0.72%) NUnit
6 9 (0.54%) LoadRunner
7 7 (0.42%) Talend Open Studio
8 6 (0.36%) JUnit
9 5 (0.30%) Oracle APEX
10 4 (0.24%) TeamCity
10 4 (0.24%) Hudson
11 3 (0.18%) Cucumber
11 3 (0.18%) Calabash
12 2 (0.12%) Maven
12 2 (0.12%) Jenkins
12 2 (0.12%) Metasploit
12 2 (0.12%) CruiseControl
12 2 (0.12%) PowerBuilder
13 1 (0.060%) Log4Net
General
1 502 (29.95%) Finance
2 308 (18.38%) Marketing
3 157 (9.37%) Retail
4 123 (7.34%) Telecoms
5 85 (5.07%) Banking
6 38 (2.27%) Advertising
7 31 (1.85%) Publishing
7 31 (1.85%) Legal
8 29 (1.73%) Law
9 27 (1.61%) Games
10 20 (1.19%) Automotive
10 20 (1.19%) Pharmaceutical
11 19 (1.13%) Back Office
12 12 (0.72%) Front Office
13 11 (0.66%) Aerospace
14 9 (0.54%) Retail Banking
15 8 (0.48%) Investment Banking
16 7 (0.42%) French Language
16 7 (0.42%) Electronics
17 6 (0.36%) Multimedia
Job Titles
1 455 (27.15%) Analyst
2 190 (11.34%) Developer
3 149 (8.89%) Data Scientist
4 126 (7.52%) Data Analyst
5 117 (6.98%) DBA
6 79 (4.71%) SQL DBA
7 78 (4.65%) Consultant
8 74 (4.42%) Senior Analyst
9 67 (4.00%) Administrator
10 61 (3.64%) Service Manager
11 57 (3.40%) Graduate
12 47 (2.80%) Business Analyst
13 46 (2.74%) Insight Analyst
14 39 (2.33%) SQL Server DBA
15 38 (2.27%) Test Manager
16 37 (2.21%) Junior
16 37 (2.21%) Support Analyst
17 35 (2.09%) Support Engineer
18 33 (1.97%) Problem Manager
19 32 (1.91%) Applications Support
Libraries, Frameworks & Software Standards
1 121 (7.22%) HTML
2 104 (6.21%) .NET
3 94 (5.61%) CSS
4 69 (4.12%) jQuery
5 44 (2.63%) ASP.NET
6 32 (1.91%) XHTML
7 28 (1.67%) XML
8 27 (1.61%) WSH
9 25 (1.49%) GWT
10 22 (1.31%) HTML5
10 22 (1.31%) .NET Framework
10 22 (1.31%) Flash
11 16 (0.95%) ASP.NET MVC
12 15 (0.89%) Razor View Engine
12 15 (0.89%) Web Services
12 15 (0.89%) Ajax
13 13 (0.78%) RESTful
14 12 (0.72%) AngularJS
15 11 (0.66%) J2EE
16 10 (0.60%) Pandas
Miscellaneous
1 617 (36.81%) Mathematics
2 552 (32.94%) Analytical Skills
3 259 (15.45%) Computer Science
4 183 (10.92%) Visualisation
5 159 (9.49%) Algorithms
6 110 (6.56%) Management Information System
7 100 (5.97%) Economics
8 96 (5.73%) Social Media
9 88 (5.25%) Physics
10 73 (4.36%) Replication
11 40 (2.39%) User Experience
12 37 (2.21%) Open Source
13 35 (2.09%) Neural Network
14 32 (1.91%) Applied Mathematics
15 31 (1.85%) Credit Risk
15 31 (1.85%) Artificial Intelligence
15 31 (1.85%) Enterprise Software
16 27 (1.61%) Performance Metrics
17 26 (1.55%) Digital Media
18 25 (1.49%) Mobile App
Operating Systems
1 275 (16.41%) Windows
2 143 (8.53%) Linux
3 69 (4.12%) Windows 7
4 60 (3.58%) UNIX
4 60 (3.58%) Windows Server 2008
5 47 (2.80%) Windows Server 2003
6 29 (1.73%) Windows Server 2012
7 28 (1.67%) Android
8 26 (1.55%) Apple iOS
9 25 (1.49%) Red Hat Enterprise Linux
10 21 (1.25%) Windows XP
11 16 (0.95%) Solaris
12 15 (0.89%) Windows 8
13 6 (0.36%) Mac OS X
14 4 (0.24%) CentOS
15 3 (0.18%) Embedded Linux
15 3 (0.18%) MVS
15 3 (0.18%) OpenWrt
16 2 (0.12%) Windows Phone
16 2 (0.12%) AIX
Processes & Methodologies
1 570 (34.01%) Analytics
2 246 (14.68%) Data Analysis
3 232 (13.84%) Business Intelligence
4 203 (12.11%) ITIL
5 181 (10.80%) Agile Software Development
6 108 (6.44%) Data Modelling
7 104 (6.21%) Statistical Analysis
8 99 (5.91%) Incident Management
9 96 (5.73%) Predictive Modelling
10 94 (5.61%) Project Management
11 92 (5.49%) Service Delivery
12 91 (5.43%) Operations Research
13 88 (5.25%) Service Management
14 85 (5.07%) Machine Learning
15 83 (4.95%) Performance Tuning
16 78 (4.65%) Statistical Modelling
17 76 (4.53%) Change Management
18 74 (4.42%) E-Commerce
18 74 (4.42%) Data Management
19 72 (4.30%) CRM
Programming Languages
1 740 (44.15%) SQL
2 233 (13.90%) Java
3 232 (13.84%) Python
4 231 (13.78%) R
5 137 (8.17%) MATLAB
6 127 (7.58%) T-SQL
7 119 (7.10%) C#
8 112 (6.68%) C++
9 96 (5.73%) VBA
10 83 (4.95%) PowerShell
11 78 (4.65%) JavaScript
12 57 (3.40%) PHP
13 47 (2.80%) C
14 37 (2.21%) Perl
15 36 (2.15%) Ruby
16 32 (1.91%) VB
17 30 (1.79%) PL/SQL
18 23 (1.37%) Scala
19 21 (1.25%) Clojure
20 19 (1.13%) VB.NET
Qualifications
1 618 (36.87%) Degree
2 128 (7.64%) PhD
3 77 (4.59%) Security Cleared
4 71 (4.24%) SC Cleared
5 47 (2.80%) Microsoft Certification
6 41 (2.45%) Cisco Certification
7 37 (2.21%) ITIL Certification
8 36 (2.15%) CCNP
9 31 (1.85%) ISEB
10 24 (1.43%) MCTS
11 22 (1.31%) DV Cleared
12 20 (1.19%) MCITP
13 19 (1.13%) MCSE
14 18 (1.07%) IBM Certification
15 17 (1.01%) Postgraduate
16 14 (0.84%) CCNA
17 12 (0.72%) MCP
18 10 (0.60%) MBA
18 10 (0.60%) ITIL Foundation Certificate
19 9 (0.54%) PRINCE2 Certification
Quality Assurance & Compliance
1 113 (6.74%) SLA
2 66 (3.94%) QA
3 18 (1.07%) ISO/IEC 27001
4 12 (0.72%) PCI DSS
4 12 (0.72%) ISO 9001
5 3 (0.18%) ISO 14001
5 3 (0.18%) FINREP
6 2 (0.12%) Data Quality
7 1 (0.060%) CDISC
7 1 (0.060%) BS7799
7 1 (0.060%) Basel II
System Software
1 116 (6.92%) Active Directory
2 56 (3.34%) VMware Infrastructure
3 34 (2.03%) Oracle RAC
4 27 (1.61%) Hyper-V
5 23 (1.37%) ISA Server
6 20 (1.19%) HDFS
7 19 (1.13%) VMware ESX
8 12 (0.72%) Docker
9 11 (0.66%) XenApp
10 5 (0.30%) KVM
10 5 (0.30%) Xen
10 5 (0.30%) Slurm Workload Manager
10 5 (0.30%) LXC
11 4 (0.24%) Firmware
11 4 (0.24%) Apache Flume
12 3 (0.18%) XenDesktop
13 2 (0.12%) vSphere
13 2 (0.12%) VMware ESXi
13 2 (0.12%) Terminal Server
14 1 (0.060%) Samba
Systems Management
1 34 (2.03%) NetBackup
2 13 (0.78%) Netcool
3 11 (0.66%) Nagios
3 11 (0.66%) SCCM
3 11 (0.66%) Puppet
4 10 (0.60%) Systems Management Server (SMS)
5 9 (0.54%) SCOM
5 9 (0.54%) Opscode Chef
6 8 (0.48%) Veritas Storage Foundation
7 7 (0.42%) OpenView Configuration Management
7 7 (0.42%) Unicenter
8 5 (0.30%) Tivoli
8 5 (0.30%) Netcool/OMNIbus
8 5 (0.30%) Vagrant
8 5 (0.30%) Mesos
9 4 (0.24%) SolarWinds Orion
9 4 (0.24%) Tivoli Monitoring
10 3 (0.18%) WSUS
10 3 (0.18%) Oracle RMAN
10 3 (0.18%) Data Guard
Vendors
1 370 (22.08%) Microsoft
2 192 (11.46%) Oracle
3 98 (5.85%) Google
4 92 (5.49%) Tableau
5 78 (4.65%) VMware
6 72 (4.30%) Citrix
7 60 (3.58%) IBM
8 57 (3.40%) Cisco
9 49 (2.92%) Business Objects
10 41 (2.45%) HP
10 41 (2.45%) Fujitsu
11 32 (1.91%) Cognos
12 31 (1.85%) Veritas
13 30 (1.79%) Meridio
14 24 (1.43%) Adobe
15 22 (1.31%) MicroStrategy
15 22 (1.31%) F5
16 21 (1.25%) SolarWinds
17 18 (1.07%) SAP
17 18 (1.07%) Yahoo!
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Posted: 2 days ago
London
Square One Resources
Posted: 2 days ago
London
Know How Recruitment
Salary: Competitive
Posted: 2 days ago
London
Arrows Group
Posted: 2 days ago
London
Nicoll Curtin Technology
Salary: Benefits
Posted: 2 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 2 days ago
London
Arrows Group
Salary: £60000 - £70000 per annum
Posted: 2 days ago
Bristol, Avon
Auburn Rose
Salary: From £18,000 to £20,000 per annum + Benefits
Posted: 2 days ago
London
Hudson IT
Salary: £45000 - £55000 per annum + pkg
Posted: 2 days ago
London
Oho Group Ltd.
Salary: £50000 - £125000 per annum, Benefits Excellent Benefits & Rewards + No
Posted: 2 days ago
Leeds, West Yorkshire
Cyber Team
Salary: From £35,000 to £45,000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Cyber Team
Salary: From £30,000 to £38,000 per annum
Posted: 2 days ago
Chertsey, Surrey
Connectus
Salary: £22000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
KPMG
Salary: Competitive
Posted: 2 days ago
City, London
Roc Search
Salary: £30000 - £40000 per annum
Posted: 2 days ago
City, London
Harris Global
Salary: £60000 - £70000 per annum
Posted: 2 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £35000 per annum + Benefits
Posted: 2 days ago
Newcastle Upon Tyne, Tyne and Wear
Asset Resourcing Ltd
Salary: £25000 - £30000 per annum + benefits
Posted: 3 days ago
Macclesfield, Cheshire
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £55000 per annum + Benefits
Posted: 3 days ago