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 1 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 May 2015
Same period 2014 Same period 2013
Statistics
Rank 324 298 307
Rank change year-on-year
-26 +9
Permanent jobs citing Statistics 903 1031 918
As % of all permanent IT jobs located in England 0.88% 0.93% 0.87%
As % of the Miscellaneous category 2.28% 2.30% 2.24%
Number of salaries quoted 640 840 681
Average salary £47,500 £45,000 £40,000
Average salary % change year-on-year
+5.55% +12.50%
90% offered a salary of more than £25,400 £27,500 £26,000
10% offered a salary of more than £72,500 £75,000 £65,000
UK excluding London average salary £40,000 £37,500 £34,000
% change year-on-year
+6.66% +10.29%
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
39571 44794 41012
As % of all permanent IT jobs located in England 38.49% 40.28% 39.09%
Number of salaries quoted 31507 35793 33684
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 £37,500
% change year-on-year
- +6.66%

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 1 May 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 1 May 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 -49 436 £55,000 +10.00% 77
South East -4 188 £50,000 +21.21% 24
East of England +36 80 £45,000 +20.00% 9
North West +15 74 £40,000 +23.07% 17
Yorkshire +26 41 £28,000 -34.11% 8
South West 0 37 £37,500 - 9
West Midlands -25 25 £47,500 +31.03% 7
East Midlands +16 19 £32,500 -31.57% 6
Midlands +10 2 £37,500 +7.14%
North East -14 1 £25,000 +8.69% 4
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 1 May 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.

1 791 (45.23%) SQL
2 654 (37.39%) Degree
3 638 (36.48%) Mathematics
4 613 (35.05%) Analytics
5 584 (33.39%) Analytical Skills
6 500 (28.59%) Finance
7 408 (23.33%) Microsoft
8 324 (18.52%) Marketing
9 300 (17.15%) MS Excel
10 298 (17.04%) Computer Science
11 297 (16.98%) SAS
12 283 (16.18%) Windows
13 274 (15.67%) R
14 273 (15.61%) Python
15 263 (15.04%) SQL Server
16 238 (13.61%) Data Analysis
17 233 (13.32%) Business Intelligence
18 227 (12.98%) Big Data
19 221 (12.64%) Java
19 221 (12.64%) SPSS
20 216 (12.35%) Data Mining
21 211 (12.06%) ITIL
22 204 (11.66%) Visualisation
23 203 (11.61%) Oracle
24 179 (10.23%) Hadoop
25 173 (9.89%) Agile Software Development
26 170 (9.72%) Algorithms
27 163 (9.32%) Linux
28 151 (8.63%) Retail
29 150 (8.58%) MS Office

Statistics
Top Related IT Skills in England by Category

For the 6 months to 1 May 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
1 297 (16.98%) SAS
2 93 (5.32%) SharePoint
3 57 (3.26%) Apache Pig
4 45 (2.57%) MS Exchange
5 43 (2.46%) IIS
6 42 (2.40%) Apache Spark
6 42 (2.40%) CMS
7 35 (2.00%) Apache
8 21 (1.20%) WordPress
9 20 (1.14%) Umbraco
10 16 (0.91%) Exchange Server 2010
11 14 (0.80%) SharePoint 2010
12 11 (0.63%) Exchange Server 2003
13 10 (0.57%) Exchange Server 2013
14 8 (0.46%) Lync
15 7 (0.40%) Live Communications Server
16 6 (0.34%) Blackberry Enterprise Server
16 6 (0.34%) SharePoint Server
17 5 (0.29%) Node.js
17 5 (0.29%) OpenStack
Applications
1 300 (17.15%) MS Excel
2 221 (12.64%) SPSS
3 150 (8.58%) MS Office
4 91 (5.20%) MS PowerPoint
5 26 (1.49%) Photoshop
6 21 (1.20%) InDesign
7 17 (0.97%) MS Visio
8 13 (0.74%) Stata
9 12 (0.69%) Spreadsheet
10 11 (0.63%) Weka
11 8 (0.46%) Mathematica
12 7 (0.40%) CPLEX
13 4 (0.23%) FastStats
14 3 (0.17%) PowerPivot
14 3 (0.17%) SOLIDWORKS
14 3 (0.17%) MS Project
14 3 (0.17%) AutoCAD
15 2 (0.11%) Adobe Illustrator
15 2 (0.11%) EViews
16 1 (0.057%) Adobe Creative Suite
Business Applications
1 20 (1.14%) Magento
2 19 (1.09%) Cognos Planning
3 18 (1.03%) Oracle Applications
4 10 (0.57%) Dynamics CRM
5 8 (0.46%) Oracle Financials
6 7 (0.40%) WebTrends
7 4 (0.23%) SAP R/3
7 4 (0.23%) SAP SD
7 4 (0.23%) Cognos Business Intelligence
7 4 (0.23%) SAP InfiniteInsight
8 3 (0.17%) MetaTrader
8 3 (0.17%) Visualfiles
8 3 (0.17%) Remedy ITSM
9 2 (0.11%) Unica
9 2 (0.11%) Adobe Campaign
10 1 (0.057%) Oracle EBS R12
10 1 (0.057%) Cognos TM1
10 1 (0.057%) Dynamics AX
10 1 (0.057%) assyst
10 1 (0.057%) SAP ERP
Cloud Services
1 95 (5.43%) Google Analytics
2 29 (1.66%) Amazon AWS
3 27 (1.54%) Microsoft Azure
3 27 (1.54%) SaaS
4 6 (0.34%) Office 365
5 5 (0.29%) Adobe Analytics
5 5 (0.29%) GitHub
5 5 (0.29%) Amazon EMR
6 3 (0.17%) Mimecast
6 3 (0.17%) Amazon EC2
7 2 (0.11%) Taleo
7 2 (0.11%) SmartFocus
7 2 (0.11%) Cloud Computing
7 2 (0.11%) Responsys
8 1 (0.057%) Route 53
8 1 (0.057%) IaaS
8 1 (0.057%) Amazon ELB
8 1 (0.057%) Amazon CloudWatch
8 1 (0.057%) AWS Elastic Beanstalk
8 1 (0.057%) AWS CloudTrail
Communications & Networking
1 82 (4.69%) Firewall
2 62 (3.54%) WAN
3 56 (3.20%) LAN
4 49 (2.80%) Internet
5 46 (2.63%) TCP/IP
6 42 (2.40%) DHCP
7 41 (2.34%) DNS
8 32 (1.83%) SAN
9 29 (1.66%) VPN
10 24 (1.37%) Wireless
11 22 (1.26%) Cisco Nexus
12 20 (1.14%) VoIP
13 19 (1.09%) MPLS
14 18 (1.03%) Cisco ASA
15 16 (0.91%) BIG-IP
16 15 (0.86%) VLAN
16 15 (0.86%) Intranet
17 14 (0.80%) Network Security
18 13 (0.74%) BGP
19 12 (0.69%) IP Telephony
Database & Business Intelligence
1 263 (15.04%) SQL Server
2 227 (12.98%) Big Data
3 216 (12.35%) Data Mining
4 179 (10.23%) Hadoop
5 99 (5.66%) SQL Server Reporting Services
6 85 (4.86%) Apache Hive
7 84 (4.80%) Relational Database
8 81 (4.63%) Data Warehouse
9 80 (4.57%) SQL Server 2008
10 73 (4.17%) NoSQL
11 66 (3.77%) MySQL
12 65 (3.72%) SQL Server Integration Services
13 62 (3.54%) SQL Server Analysis Services
14 52 (2.97%) QlikView
15 51 (2.92%) HBase
16 49 (2.80%) SQL Server 2012
17 43 (2.46%) Oracle Reports
17 43 (2.46%) Oracle Database
18 41 (2.34%) Text Mining
19 37 (2.12%) MongoDB
Development Applications
1 24 (1.37%) SQL Server Management Studio (SSMS)
2 21 (1.20%) Team Foundation Server
3 20 (1.14%) Dreamweaver
4 15 (0.86%) NUnit
5 14 (0.80%) Visual Studio
6 12 (0.69%) JIRA
7 9 (0.51%) LoadRunner
8 7 (0.40%) Talend Open Studio
9 4 (0.23%) Hudson
9 4 (0.23%) TeamCity
9 4 (0.23%) Jenkins
10 3 (0.17%) Calabash
10 3 (0.17%) Apache Ivy
10 3 (0.17%) Cucumber
10 3 (0.17%) Selenium
11 2 (0.11%) PowerBuilder
11 2 (0.11%) JUnit
11 2 (0.11%) CruiseControl
11 2 (0.11%) Oracle APEX
11 2 (0.11%) Maven
General
1 500 (28.59%) Finance
2 324 (18.52%) Marketing
3 151 (8.63%) Retail
4 116 (6.63%) Telecoms
5 89 (5.09%) Banking
6 49 (2.80%) Advertising
7 45 (2.57%) Legal
8 35 (2.00%) Publishing
9 30 (1.72%) Law
10 28 (1.60%) Games
11 22 (1.26%) Automotive
12 20 (1.14%) Pharmaceutical
13 19 (1.09%) Back Office
14 14 (0.80%) Front Office
15 13 (0.74%) Aerospace
16 12 (0.69%) Investment Banking
17 10 (0.57%) Manufacturing
18 8 (0.46%) Retail Banking
19 7 (0.40%) French Language
19 7 (0.40%) Electronics
Job Titles
1 442 (25.27%) Analyst
2 194 (11.09%) Data Scientist
3 186 (10.63%) Developer
4 134 (7.66%) Data Analyst
5 107 (6.12%) DBA
6 82 (4.69%) Consultant
7 78 (4.46%) SQL DBA
8 70 (4.00%) Senior Analyst
9 66 (3.77%) Administrator
10 57 (3.26%) Business Analyst
11 56 (3.20%) Graduate
12 55 (3.14%) Service Manager
13 42 (2.40%) Insight Analyst
14 38 (2.17%) Support Engineer
15 36 (2.06%) Junior
16 35 (2.00%) Technical Manager
17 34 (1.94%) SQL Server DBA
18 33 (1.89%) Test Manager
19 31 (1.77%) Support Analyst
20 29 (1.66%) Network Engineer
Libraries, Frameworks & Software Standards
1 120 (6.86%) HTML
2 100 (5.72%) .NET
3 89 (5.09%) CSS
4 67 (3.83%) jQuery
5 44 (2.52%) ASP.NET
6 26 (1.49%) XML
7 25 (1.43%) XHTML
7 25 (1.43%) WSH
8 24 (1.37%) Flash
9 23 (1.32%) .NET Framework
10 22 (1.26%) HTML5
10 22 (1.26%) GWT
11 17 (0.97%) ASP.NET MVC
12 13 (0.74%) Razor View Engine
12 13 (0.74%) Ajax
12 13 (0.74%) Web Services
13 12 (0.69%) WPF
14 10 (0.57%) Ruby on Rails
14 10 (0.57%) RESTful
14 10 (0.57%) Natural Language Processing
Miscellaneous
1 638 (36.48%) Mathematics
2 584 (33.39%) Analytical Skills
3 298 (17.04%) Computer Science
4 204 (11.66%) Visualisation
5 170 (9.72%) Algorithms
6 114 (6.52%) Management Information System
7 112 (6.40%) Economics
8 100 (5.72%) Physics
9 91 (5.20%) Social Media
10 68 (3.89%) Replication
11 50 (2.86%) User Experience
12 48 (2.74%) Neural Network
13 43 (2.46%) Open Source
14 39 (2.23%) Artificial Intelligence
15 38 (2.17%) Applied Mathematics
16 36 (2.06%) Enterprise Software
17 32 (1.83%) NHS
18 29 (1.66%) Digital Media
19 28 (1.60%) Credit Risk
20 25 (1.43%) Data Extraction
Operating Systems
1 283 (16.18%) Windows
2 163 (9.32%) Linux
3 81 (4.63%) Windows Server 2008
4 75 (4.29%) Windows 7
5 63 (3.60%) UNIX
6 53 (3.03%) Windows Server 2003
7 38 (2.17%) Windows Server 2012
8 34 (1.94%) Red Hat Enterprise Linux
9 32 (1.83%) Android
10 27 (1.54%) Windows XP
11 26 (1.49%) Apple iOS
12 17 (0.97%) Windows 8
13 15 (0.86%) Solaris
14 7 (0.40%) Windows Phone
15 3 (0.17%) OpenWrt
15 3 (0.17%) Embedded Linux
15 3 (0.17%) MVS
16 2 (0.11%) AIX
16 2 (0.11%) CentOS
16 2 (0.11%) Oracle Linux
Processes & Methodologies
1 613 (35.05%) Analytics
2 238 (13.61%) Data Analysis
3 233 (13.32%) Business Intelligence
4 211 (12.06%) ITIL
5 173 (9.89%) Agile Software Development
6 124 (7.09%) Data Modelling
7 107 (6.12%) Predictive Modelling
8 105 (6.00%) Service Delivery
9 103 (5.89%) Incident Management
10 102 (5.83%) Machine Learning
11 96 (5.49%) Statistical Analysis
12 95 (5.43%) Project Management
13 94 (5.37%) Operations Research
14 92 (5.26%) Performance Tuning
15 88 (5.03%) Change Management
16 87 (4.97%) Statistical Modelling
17 84 (4.80%) Service Management
18 81 (4.63%) MapReduce
19 79 (4.52%) Predictive Analytics
20 73 (4.17%) E-Commerce
Programming Languages
1 791 (45.23%) SQL
2 274 (15.67%) R
3 273 (15.61%) Python
4 221 (12.64%) Java
5 142 (8.12%) MATLAB
6 139 (7.95%) T-SQL
7 120 (6.86%) C#
8 105 (6.00%) C++
9 94 (5.37%) VBA
10 84 (4.80%) PowerShell
11 73 (4.17%) JavaScript
12 55 (3.14%) PHP
12 55 (3.14%) C
13 46 (2.63%) PL/SQL
14 38 (2.17%) Ruby
15 37 (2.12%) Perl
16 24 (1.37%) Scala
17 22 (1.26%) Clojure
18 18 (1.03%) Shell Script
19 16 (0.91%) VB
Qualifications
1 654 (37.39%) Degree
2 147 (8.40%) PhD
3 68 (3.89%) Security Cleared
4 66 (3.77%) Microsoft Certification
5 61 (3.49%) SC Cleared
6 53 (3.03%) ITIL Certification
7 44 (2.52%) Cisco Certification
8 33 (1.89%) CCNP
8 33 (1.89%) MCSE
9 32 (1.83%) ISEB
10 24 (1.37%) MCTS
11 23 (1.32%) IBM Certification
11 23 (1.32%) CCNA
12 21 (1.20%) PRINCE2 Certification
13 17 (0.97%) DV Cleared
13 17 (0.97%) MCITP
13 17 (0.97%) Postgraduate
14 14 (0.80%) ITIL Foundation Certificate
15 13 (0.74%) MCP
16 10 (0.57%) MBA
Quality Assurance & Compliance
1 108 (6.17%) SLA
2 71 (4.06%) QA
3 29 (1.66%) ISO/IEC 27001
4 14 (0.80%) ISO 9001
5 11 (0.63%) PCI DSS
6 5 (0.29%) ISO 14001
7 4 (0.23%) Data Quality
8 3 (0.17%) FINREP
9 1 (0.057%) Solvency II
9 1 (0.057%) CDISC
9 1 (0.057%) BS7799
9 1 (0.057%) Sarbanes-Oxley
9 1 (0.057%) Basel II
System Software
1 117 (6.69%) Active Directory
2 72 (4.12%) VMware Infrastructure
3 37 (2.12%) Hyper-V
4 33 (1.89%) HDFS
5 32 (1.83%) Oracle RAC
6 23 (1.32%) VMware ESX
7 17 (0.97%) ISA Server
8 8 (0.46%) XenApp
9 7 (0.40%) KVM
10 6 (0.34%) Docker
11 5 (0.29%) LXC
11 5 (0.29%) Slurm Workload Manager
11 5 (0.29%) Xen
12 4 (0.23%) Firmware
12 4 (0.23%) Apache Flume
13 3 (0.17%) NFS
14 2 (0.11%) Terminal Server
14 2 (0.11%) Microsoft Virtual Server
14 2 (0.11%) VMware ESXi
14 2 (0.11%) XenDesktop
Systems Management
1 27 (1.54%) NetBackup
2 12 (0.69%) Netcool
3 11 (0.63%) SCCM
4 9 (0.51%) Systems Management Server (SMS)
5 8 (0.46%) Veritas Storage Foundation
5 8 (0.46%) Puppet
5 8 (0.46%) SCOM
6 7 (0.40%) Unicenter
6 7 (0.40%) Tivoli
6 7 (0.40%) OpenView Configuration Management
7 6 (0.34%) SolarWinds Orion
8 5 (0.29%) Mesos
8 5 (0.29%) Norton AntiVirus
8 5 (0.29%) Netcool/OMNIbus
9 4 (0.23%) Nagios
9 4 (0.23%) Tivoli Monitoring
9 4 (0.23%) Oracle RMAN
9 4 (0.23%) Opscode Chef
10 3 (0.17%) WSUS
11 2 (0.11%) Backup Exec
Vendors
1 408 (23.33%) Microsoft
2 203 (11.61%) Oracle
3 109 (6.23%) Tableau
4 104 (5.95%) Google
5 87 (4.97%) VMware
6 71 (4.06%) IBM
7 61 (3.49%) Citrix
8 55 (3.14%) Cisco
9 42 (2.40%) HP
10 35 (2.00%) Business Objects
11 33 (1.89%) F5
11 33 (1.89%) Cognos
12 28 (1.60%) Adobe
12 28 (1.60%) SAP
13 26 (1.49%) Fujitsu
14 25 (1.43%) Veritas
15 24 (1.37%) CheckPoint
15 24 (1.37%) SolarWinds
15 24 (1.37%) Meridio
16 23 (1.32%) Hortonworks
London
PwC
Salary: Competitive + Benefits
Posted: 3 hours ago
London
PwC
Salary: Competitive + Benefits
Posted: 3 hours ago
London
Square One Resources
Posted: 3 hours ago
West Midlands
McGregor Boyall
Salary: benefits
Posted: 3 hours ago
Welwyn Garden City, Hertfordshire
Anantha Ltd
Posted: 3 hours ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 6 hours ago
London
Burns Sheehan
Salary: £65000 - £70000 per annum
Posted: 14 hours ago
Aylesbury, Buckinghamshire
Intelligent Recruitment
Salary: From £25,000 to £29,000 per annum Superb base, training and excellent
Posted: Yesterday
Aylesbury, Buckinghamshire
Intelligent Recruitment
Salary: From £25,000 to £29,000 per annum Superb base, training and excellent
Posted: Yesterday
City, London
Harrington Starr
Salary: £80000 - £130000 per annum + Benefits + Bonus
Posted: Yesterday
London
Oho Group Ltd.
Salary: £50000 - £125000 per annum, Benefits Excellent Benefits & Rewards + No
Posted: 2 days ago
Manchester, Lancashire
Experis Ltd
Salary: £50000 per annum + Bonus & Excellent Benefits
Posted: 2 days ago
Leeds, West Yorkshire
Experis Ltd
Salary: £50000.00 per annum + Excellet Bonus & Benefits
Posted: 2 days ago
London
Oho Group Ltd.
Salary: £35000 - £120000 per annum
Posted: 2 days ago
London
Experis Ltd
Salary: £80000 - £140000 per annum + excellent benefits
Posted: 2 days ago
City, London
McGregor Boyall
Salary: £65 - £75 per annum + Bonus
Posted: 2 days ago
Manchester, Lancashire
Experis Ltd
Salary: £40000.00 per annum + Bonus & Benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £75000 per annum
Posted: 2 days ago
Newcastle Upon Tyne, Tyne and Wear
Oliver James Associates
Salary: £35000 - £40000 per annum + Car, Bonus, Pension, Cash Pot
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £75000 per annum, Benefits Bonus
Posted: 2 days ago