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 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Statistics
Rank 338 304 318
Rank change year-on-year
-34 +14
Permanent jobs citing Statistics 823 935 913
As % of all permanent IT jobs located in England 0.78% 0.91% 0.84%
As % of the Miscellaneous category 2.07% 2.32% 2.14%
Number of salaries quoted 627 723 748
Average salary £45,000 £45,000 £40,750
Average salary % change year-on-year
- +10.42%
90% offered a salary of more than £26,000 £24,000 £25,000
10% offered a salary of more than £65,000 £75,000 £70,000
UK excluding London average salary £40,000 £35,000 £36,500
% change year-on-year
+14.28% -4.10%
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
39758 40327 42565
As % of all permanent IT jobs located in England 37.85% 39.44% 39.04%
Number of salaries quoted 32355 32066 35999
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 £28,000 £27,500
10% offered a salary of more than £75,000 £72,500 £75,000
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 19 December 2014.

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 19 December 2014. 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 -59 387 £50,000 -9.09% 49
South East -27 167 £42,500 +21.42% 22
East of England -1 56 £40,500 +1.25% 11
North West +14 53 £42,500 +21.42% 7
Yorkshire -19 48 £32,500 +8.33% 8
West Midlands +12 42 £32,500 -7.14% 5
South West -11 34 £35,000 +2.18% 5
East Midlands +46 27 £37,500 +15.38% 2
Midlands +3 5 £37,500 - 1
North East - 5 £21,760 - 1
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 19 December 2014, 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.

1 726 (41.92%) SQL
2 652 (37.64%) Degree
3 650 (37.53%) Mathematics
4 550 (31.76%) Finance
5 528 (30.48%) Analytical Skills
6 513 (29.62%) Analytics
7 339 (19.57%) Microsoft
8 290 (16.74%) Marketing
9 288 (16.63%) MS Excel
10 275 (15.88%) Java
10 275 (15.88%) SAS
11 269 (15.53%) Windows
12 261 (15.07%) Computer Science
13 258 (14.90%) Data Analysis
14 233 (13.45%) SQL Server
15 208 (12.01%) ITIL
16 197 (11.37%) Python
17 185 (10.68%) SPSS
18 183 (10.57%) Data Mining
19 181 (10.45%) Retail
20 177 (10.22%) Oracle
20 177 (10.22%) Business Intelligence
20 177 (10.22%) R
21 174 (10.05%) Algorithms
22 173 (9.99%) Agile Software Development
23 155 (8.95%) MS Office
24 154 (8.89%) Big Data
25 149 (8.60%) Visualisation
26 146 (8.43%) Economics
27 145 (8.37%) C++

Statistics
Top Related IT Skills in England by Category

For the 6 months to 19 December 2014, 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
1 275 (15.88%) SAS
2 96 (5.54%) SharePoint
3 60 (3.46%) IIS
4 56 (3.23%) Apache
5 50 (2.89%) SharePoint 2010
6 36 (2.08%) Apache Pig
7 28 (1.62%) MS Exchange
8 26 (1.50%) CMS
9 21 (1.21%) Lync
10 15 (0.87%) Node.js
11 14 (0.81%) nginx
11 14 (0.81%) Exchange Server 2003
11 14 (0.81%) WebLogic
12 13 (0.75%) Live Communications Server
13 11 (0.64%) Elasticsearch
13 11 (0.64%) Apache Spark
14 9 (0.52%) Tomcat
15 8 (0.46%) Umbraco
15 8 (0.46%) WordPress
16 7 (0.40%) Confluence
Applications
1 288 (16.63%) MS Excel
2 185 (10.68%) SPSS
3 155 (8.95%) MS Office
4 65 (3.75%) MS PowerPoint
5 20 (1.15%) Photoshop
6 18 (1.04%) FastStats
6 18 (1.04%) CPLEX
7 16 (0.92%) Stata
8 11 (0.64%) Spreadsheet
8 11 (0.64%) PowerPivot
9 10 (0.58%) Mathematica
10 8 (0.46%) InDesign
10 8 (0.46%) Weka
10 8 (0.46%) MS Visio
11 7 (0.40%) MS Project
12 6 (0.35%) S-PLUS
13 3 (0.17%) AutoCAD
14 1 (0.058%) Simulink
14 1 (0.058%) Maple
14 1 (0.058%) EViews
Business Applications
1 65 (3.75%) Google Analytics
2 12 (0.69%) SAP InfiniteInsight
3 8 (0.46%) Oracle EBS
3 8 (0.46%) Magento
4 7 (0.40%) WebTrends
5 6 (0.35%) Cognos Planning
5 6 (0.35%) Dynamics CRM
6 5 (0.29%) Oracle Applications
7 4 (0.23%) Visualfiles
7 4 (0.23%) SAP R/3
7 4 (0.23%) Dynamics AX
7 4 (0.23%) SAP SD
8 3 (0.17%) Oracle EBS R12
9 2 (0.12%) Cognos Business Intelligence
9 2 (0.12%) SAP ERP
9 2 (0.12%) SiteCatalyst
10 1 (0.058%) Oracle Clinical
10 1 (0.058%) Remedy ITSM
10 1 (0.058%) PeopleSoft HRMS
10 1 (0.058%) Agresso
Cloud Services
1 25 (1.44%) GitHub
1 25 (1.44%) SaaS
2 19 (1.10%) Cloud Computing
3 15 (0.87%) Microsoft Azure
4 8 (0.46%) SuccessFactors
5 5 (0.29%) Amazon AWS
5 5 (0.29%) Amazon EC2
6 4 (0.23%) Google Compute Engine
6 4 (0.23%) Google Cloud Platform
7 1 (0.058%) Office 365
Communications & Networking
1 80 (4.62%) DNS
2 75 (4.33%) DHCP
3 68 (3.93%) Internet
4 57 (3.29%) Firewall
5 54 (3.12%) LAN
6 45 (2.60%) WAN
7 40 (2.31%) VPN
8 34 (1.96%) Intranet
9 33 (1.91%) SAN
10 30 (1.73%) TCP/IP
11 26 (1.50%) Wireless
12 23 (1.33%) VoIP
13 18 (1.04%) IP Telephony
13 18 (1.04%) Network Security
14 17 (0.98%) Cisco Nexus
15 16 (0.92%) Intrusion Detection
16 15 (0.87%) BGP
17 14 (0.81%) Cisco ASA
18 12 (0.69%) Wireshark
19 11 (0.64%) MPLS
Database & Business Intelligence
1 233 (13.45%) SQL Server
2 183 (10.57%) Data Mining
3 154 (8.89%) Big Data
4 117 (6.76%) Hadoop
5 85 (4.91%) Relational Database
6 77 (4.45%) Data Warehouse
7 74 (4.27%) MySQL
8 71 (4.10%) SQL Server Integration Services
9 60 (3.46%) MS Access
10 59 (3.41%) NoSQL
11 58 (3.35%) SQL Server Reporting Services
12 54 (3.12%) SQL Server 2008
13 50 (2.89%) Apache Hive
14 46 (2.66%) EDRMS
14 46 (2.66%) IDOL
15 45 (2.60%) SQL Server 2012
16 41 (2.37%) Oracle Database
17 40 (2.31%) SQL Server Analysis Services
18 37 (2.14%) SQL Server 2005
19 36 (2.08%) Oracle Reports
Development Applications
1 32 (1.85%) Git (software)
2 25 (1.44%) Visual Studio
3 21 (1.21%) JIRA
4 18 (1.04%) Team Foundation Server
5 17 (0.98%) SQL Server Management Studio (SSMS)
5 17 (0.98%) Maven
6 16 (0.92%) Dreamweaver
7 13 (0.75%) JMeter
7 13 (0.75%) RSpec
7 13 (0.75%) Cucumber
8 12 (0.69%) Mercurial
9 10 (0.58%) Selenium
10 8 (0.46%) NeoLoad
11 7 (0.40%) JUnit
11 7 (0.40%) LoadRunner
12 6 (0.35%) Jenkins
13 5 (0.29%) TeamCity
14 4 (0.23%) Hudson
14 4 (0.23%) Rational Performance Tester
14 4 (0.23%) Talend Open Studio
General
1 550 (31.76%) Finance
2 290 (16.74%) Marketing
3 181 (10.45%) Retail
4 126 (7.27%) Telecoms
5 87 (5.02%) Banking
6 59 (3.41%) Advertising
7 50 (2.89%) Games
8 32 (1.85%) Legal
9 25 (1.44%) Law
10 21 (1.21%) German Language
11 19 (1.10%) Front Office
12 17 (0.98%) Publishing
12 17 (0.98%) French Language
13 16 (0.92%) Pharmaceutical
14 15 (0.87%) Investment Banking
15 10 (0.58%) Billing
16 9 (0.52%) Back Office
16 9 (0.52%) Electronics
17 8 (0.46%) Financial Institution
18 5 (0.29%) Retail Banking
Job Titles
1 437 (25.23%) Analyst
2 269 (15.53%) Developer
3 115 (6.64%) Data Scientist
4 99 (5.72%) Data Analyst
5 88 (5.08%) DBA
6 75 (4.33%) Graduate
7 62 (3.58%) Service Manager
8 59 (3.41%) Support Analyst
9 55 (3.18%) Consultant
10 53 (3.06%) Senior Analyst
10 53 (3.06%) SQL DBA
11 52 (3.00%) Administrator
12 50 (2.89%) Support Engineer
13 46 (2.66%) Applications Support
14 45 (2.60%) Test Manager
14 45 (2.60%) C# Developer
15 43 (2.48%) Insight Analyst
16 41 (2.37%) Junior
16 41 (2.37%) Business Analyst
17 40 (2.31%) Java Developer
Libraries, Frameworks & Software Standards
1 125 (7.22%) HTML
2 115 (6.64%) .NET
3 104 (6.00%) CSS
4 65 (3.75%) XML
5 60 (3.46%) ASP.NET
6 57 (3.29%) jQuery
7 33 (1.91%) J2EE
8 31 (1.79%) JSON
9 30 (1.73%) XHTML
10 27 (1.56%) AngularJS
10 27 (1.56%) Pandas
11 26 (1.50%) HTML5
12 23 (1.33%) CSS3
13 22 (1.27%) NumPy
13 22 (1.27%) Web Services
13 22 (1.27%) Ruby on Rails
14 19 (1.10%) REST
15 17 (0.98%) SciPy
15 17 (0.98%) Google Closure
15 17 (0.98%) Ajax
Miscellaneous
1 650 (37.53%) Mathematics
2 528 (30.48%) Analytical Skills
3 261 (15.07%) Computer Science
4 174 (10.05%) Algorithms
5 149 (8.60%) Visualisation
6 146 (8.43%) Economics
7 117 (6.76%) Management Information System
8 93 (5.37%) Physics
9 68 (3.93%) Social Media
10 48 (2.77%) Replication
10 48 (2.77%) User Experience
11 47 (2.71%) Hedge funds
12 41 (2.37%) Open Source
13 38 (2.19%) Credit Risk
14 36 (2.08%) Applied Mathematics
15 33 (1.91%) Digital Media
16 29 (1.67%) Chemistry
17 28 (1.62%) Data Extraction
17 28 (1.62%) Enterprise Software
18 25 (1.44%) Artificial Intelligence
Operating Systems
1 269 (15.53%) Windows
2 119 (6.87%) Linux
3 64 (3.70%) Windows 7
4 63 (3.64%) Windows Server 2003
5 57 (3.29%) UNIX
6 43 (2.48%) Windows Server 2008
7 26 (1.50%) Solaris
8 23 (1.33%) Android
9 22 (1.27%) Apple iOS
10 21 (1.21%) Windows XP
11 17 (0.98%) Red Hat Enterprise Linux
11 17 (0.98%) Windows Server 2012
12 11 (0.64%) Windows 8
13 9 (0.52%) Mac OS X
14 6 (0.35%) AIX
15 5 (0.29%) Windows Phone
16 4 (0.23%) HPUX
16 4 (0.23%) CentOS
17 1 (0.058%) Ubuntu
17 1 (0.058%) Windows Vista
Processes & Methodologies
1 513 (29.62%) Analytics
2 258 (14.90%) Data Analysis
3 208 (12.01%) ITIL
4 177 (10.22%) Business Intelligence
5 173 (9.99%) Agile Software Development
6 122 (7.04%) Incident Management
7 115 (6.64%) Data Modelling
8 112 (6.47%) Project Management
9 103 (5.95%) Statistical Analysis
10 100 (5.77%) Coaching
11 98 (5.66%) Mentoring
11 98 (5.66%) Statistical Modelling
12 94 (5.43%) Data Management
13 91 (5.25%) OO
13 91 (5.25%) Time Management
14 86 (4.97%) Machine Learning
15 83 (4.79%) Service Delivery
15 83 (4.79%) Software Engineering
16 82 (4.73%) CRM
17 79 (4.56%) Service Management
Programming Languages
1 726 (41.92%) SQL
2 275 (15.88%) Java
3 197 (11.37%) Python
4 177 (10.22%) R
5 145 (8.37%) C++
6 141 (8.14%) C#
7 98 (5.66%) MATLAB
8 91 (5.25%) VBA
9 88 (5.08%) JavaScript
10 85 (4.91%) PowerShell
11 75 (4.33%) T-SQL
12 57 (3.29%) Ruby
13 45 (2.60%) C
14 44 (2.54%) VB
15 41 (2.37%) Perl
15 41 (2.37%) PHP
16 38 (2.19%) VB.NET
17 33 (1.91%) PL/SQL
18 14 (0.81%) Clojure
19 12 (0.69%) Scala
Qualifications
1 652 (37.64%) Degree
2 122 (7.04%) PhD
3 104 (6.00%) Security Cleared
4 81 (4.68%) SC Cleared
5 51 (2.94%) DV Cleared
6 46 (2.66%) ITIL Certification
7 43 (2.48%) Microsoft Certification
8 37 (2.14%) Cisco Certification
9 32 (1.85%) CCNP
10 20 (1.15%) MCITP
11 16 (0.92%) ISEB
11 16 (0.92%) MCSE
11 16 (0.92%) MCTS
12 12 (0.69%) CCNA
13 10 (0.58%) CFA
14 9 (0.52%) Postgraduate
15 8 (0.46%) MBA
16 5 (0.29%) PMP
16 5 (0.29%) PMI Certification
16 5 (0.29%) MCDBA
Quality Assurance & Compliance
1 109 (6.29%) SLA
2 61 (3.52%) QA
3 16 (0.92%) PCI DSS
4 5 (0.29%) ISO 9001
4 5 (0.29%) Data Quality
5 4 (0.23%) ISO/IEC 27001
6 2 (0.12%) BS7799
7 1 (0.058%) Sarbanes-Oxley
7 1 (0.058%) Basel II
7 1 (0.058%) ISO 14001
7 1 (0.058%) IAS 39
7 1 (0.058%) Basel III
System Software
1 141 (8.14%) Active Directory
2 72 (4.16%) VMware Infrastructure
3 46 (2.66%) ISA Server
4 22 (1.27%) Oracle RAC
5 13 (0.75%) Hyper-V
6 11 (0.64%) XenApp
7 7 (0.40%) Oracle RMAN
8 6 (0.35%) Docker
9 4 (0.23%) HDFS
9 4 (0.23%) Microsoft Virtual Server
10 2 (0.12%) vSphere
10 2 (0.12%) Nmap
10 2 (0.12%) VMware ESX
10 2 (0.12%) Terminal Server
11 1 (0.058%) VMware Server
11 1 (0.058%) VMware ESXi
11 1 (0.058%) XenDesktop
Systems Management
1 61 (3.52%) NetBackup
2 14 (0.81%) Netcool
3 13 (0.75%) OpenView Configuration Management
3 13 (0.75%) Unicenter
3 13 (0.75%) Veritas Storage Foundation
4 11 (0.64%) Puppet
5 10 (0.58%) Opscode Chef
6 9 (0.52%) Nagios
7 6 (0.35%) SCCM
8 5 (0.29%) Data Guard
8 5 (0.29%) WSUS
8 5 (0.29%) Systems Management Server (SMS)
8 5 (0.29%) Vagrant
9 3 (0.17%) Oracle Enterprise Manager
9 3 (0.17%) CiscoWorks
9 3 (0.17%) Backup Exec
9 3 (0.17%) FortiGate
9 3 (0.17%) HP Quality Center
10 2 (0.12%) SCOM
10 2 (0.12%) Cisco UCCX
Vendors
1 339 (19.57%) Microsoft
2 177 (10.22%) Oracle
3 96 (5.54%) Google
4 93 (5.37%) Citrix
5 87 (5.02%) VMware
6 77 (4.45%) Cisco
7 63 (3.64%) Fujitsu
8 62 (3.58%) HP
9 59 (3.41%) Veritas
9 59 (3.41%) Meridio
10 42 (2.42%) Tableau
11 41 (2.37%) Business Objects
12 32 (1.85%) Remedy
13 30 (1.73%) SolarWinds
14 23 (1.33%) Twitter
14 23 (1.33%) IBM
15 20 (1.15%) Cognos
15 20 (1.15%) Avaya
16 17 (0.98%) Sybase
16 17 (0.98%) Minitab
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £45000 per annum + Benefits
Posted: 10 hours ago
Crawley, West Sussex
Concur Technologies
Salary: Competitive
Posted: 13 hours ago
Lichfield, Staffordshire
Spring Technology
Salary: £18000.00 - £21000.00 per annum
Posted: 13 hours ago
Kent
Austin Fraser
Salary: £40000 - £50000 per annum
Posted: 15 hours ago
Hull, North Humberside
Senitor Associates
Salary: £25000 - £35000 per annum + Benefits
Posted: 15 hours ago
London
Engage PSG
Salary: £30000 - £40000 per annum + Benefits
Posted: 16 hours ago
Kent
Austin Fraser
Salary: £45000 - £50000 per annum
Posted: 17 hours ago
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bens
Posted: Yesterday
Birmingham, West Midlands (County)
Rolls Royce
Posted: Yesterday
Birmingham, West Midlands (County)
Rolls Royce
Posted: Yesterday
London
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum plus excellent benefits and extensiv
Posted: Yesterday
Manchester, Lancashire
Harvey Nash plc
Salary: £38000 - £40000 per annum
Posted: Yesterday
London
Salt
Salary: £70000 - £90000 per annum + Excellent Benefits
Posted: Yesterday
Reigate, Surrey
Clearwater People Solutions
Salary: £27000 - £30000 Per Annum
Posted: Yesterday
Redruth, Cornwall
Global Technology Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: Yesterday
City, London
Experis Ltd
Salary: £25000 - £31000 per annum + excellent benefits
Posted: Yesterday
Ipswich, Suffolk
Cooper Lomaz Recruitment Ltd
Salary: £30k - 40k per year
Posted: 2 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 2 days ago
Exeter, Devon
Met Office
Posted: 2 days ago
City, London
Cielo Talent - Nice
Posted: 2 days ago