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

Location
3 months to
22 May 2015
Same period 2014 Same period 2013
Statistics
Rank 308 313 311
Rank change year-on-year
+5 -2
Permanent jobs citing Statistics 916 981 873
As % of all permanent IT jobs located in England 0.92% 0.89% 0.86%
As % of the Miscellaneous category 2.38% 2.22% 2.19%
Number of salaries quoted 654 799 656
Average salary £48,258 £45,000 £40,000
Average salary % change year-on-year
+7.23% +12.50%
90% offered a salary of more than £25,000 £28,000 £26,500
10% offered a salary of more than £75,000 £75,000 £62,500
UK excluding London average salary £40,000 £40,000 £35,000
% change year-on-year
- +14.28%
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
38530 44146 39902
As % of all permanent IT jobs located in England 38.66% 40.26% 39.18%
Number of salaries quoted 30761 35563 32838
Average salary £47,500 £47,500 £45,000
Average salary % change year-on-year
- +5.55%
90% offered a salary of more than £27,500 £29,000 £28,000
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London average salary £40,000 £40,000 £38,000
% change year-on-year
- +5.26%

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 22 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 22 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 -17 474 £55,000 +10.00% 66
South East +7 187 £50,000 +17.64% 20
East of England +30 72 £41,000 +7.18% 13
North West +9 62 £40,000 +17.64% 12
South West -5 39 £29,000 -22.66% 11
Yorkshire +19 35 £25,000 -44.44% 5
West Midlands -10 26 £50,000 +17.64% 6
East Midlands +15 18 £32,500 -35.00% 8
North East -3 2 £31,750 +38.04% 2
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 22 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.

1 805 (44.65%) SQL
2 676 (37.49%) Degree
3 662 (36.72%) Analytics
4 654 (36.27%) Mathematics
5 618 (34.28%) Analytical Skills
6 516 (28.62%) Finance
7 404 (22.41%) Microsoft
8 338 (18.75%) Marketing
9 321 (17.80%) Computer Science
10 318 (17.64%) SAS
11 309 (17.14%) MS Excel
12 304 (16.86%) R
13 300 (16.64%) Python
14 282 (15.64%) Windows
15 264 (14.64%) SQL Server
16 257 (14.25%) Big Data
17 249 (13.81%) Data Analysis
18 237 (13.14%) Business Intelligence
19 236 (13.09%) SPSS
20 233 (12.92%) Data Mining
21 224 (12.42%) Java
22 216 (11.98%) Visualisation
23 213 (11.81%) ITIL
24 204 (11.31%) Oracle
25 198 (10.98%) Hadoop
26 190 (10.54%) Agile Software Development
27 189 (10.48%) Linux
28 185 (10.26%) Algorithms
29 150 (8.32%) PhD
29 150 (8.32%) Retail

Statistics
Top Related IT Skills in England by Category

For the 6 months to 22 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
1 318 (17.64%) SAS
2 78 (4.33%) SharePoint
3 58 (3.22%) Apache Pig
4 48 (2.66%) Apache Spark
4 48 (2.66%) MS Exchange
5 40 (2.22%) CMS
6 37 (2.05%) IIS
7 31 (1.72%) Apache
8 21 (1.16%) WordPress
9 20 (1.11%) Umbraco
9 20 (1.11%) Exchange Server 2010
10 15 (0.83%) Exchange Server 2013
11 12 (0.67%) Exchange Server 2003
12 8 (0.44%) Exchange Server 2007
12 8 (0.44%) Lync
13 6 (0.33%) SharePoint 2010
13 6 (0.33%) Apache Solr
13 6 (0.33%) SharePoint Server
14 5 (0.28%) OpenStack
14 5 (0.28%) Live Communications Server
Applications
1 309 (17.14%) MS Excel
2 236 (13.09%) SPSS
3 149 (8.26%) MS Office
4 104 (5.77%) MS PowerPoint
5 26 (1.44%) Photoshop
6 21 (1.16%) InDesign
7 18 (1.00%) MS Visio
8 14 (0.78%) Stata
9 13 (0.72%) Spreadsheet
10 12 (0.67%) Weka
11 8 (0.44%) Mathematica
12 5 (0.28%) CPLEX
13 3 (0.17%) PowerPivot
13 3 (0.17%) Vensim
13 3 (0.17%) MS Project
14 2 (0.11%) Adobe Illustrator
14 2 (0.11%) FastStats
14 2 (0.11%) EViews
14 2 (0.11%) GNU Octave
15 1 (0.055%) Adobe Creative Suite
Business Applications
1 20 (1.11%) Magento
2 19 (1.05%) Oracle Applications
3 17 (0.94%) Cognos Planning
4 10 (0.55%) Dynamics CRM
5 9 (0.50%) WebTrends
6 8 (0.44%) Oracle Financials
7 5 (0.28%) Cognos Business Intelligence
8 3 (0.17%) Adobe Campaign
8 3 (0.17%) SAP R/3
8 3 (0.17%) SAP SD
9 2 (0.11%) Temenos T24
9 2 (0.11%) Remedy ITSM
9 2 (0.11%) Unica
9 2 (0.11%) Cognos TM1
9 2 (0.11%) Oracle Cash Management
9 2 (0.11%) MetaTrader
10 1 (0.055%) assyst
10 1 (0.055%) Cognos Controller
10 1 (0.055%) SAP InfiniteInsight
10 1 (0.055%) Oracle Clinical
Cloud Services
1 97 (5.38%) Google Analytics
2 30 (1.66%) Amazon AWS
3 29 (1.61%) SaaS
4 28 (1.55%) Microsoft Azure
5 11 (0.61%) Adobe Analytics
6 9 (0.50%) Office 365
7 5 (0.28%) Mimecast
7 5 (0.28%) Amazon EMR
8 3 (0.17%) Amazon EC2
9 2 (0.11%) Cloud Computing
9 2 (0.11%) Taleo
9 2 (0.11%) SmartFocus
9 2 (0.11%) GitHub
9 2 (0.11%) Responsys
10 1 (0.055%) AWS CloudTrail
10 1 (0.055%) Amazon CloudWatch
10 1 (0.055%) AWS Elastic Beanstalk
10 1 (0.055%) IaaS
10 1 (0.055%) Amazon ELB
10 1 (0.055%) Route 53
Communications & Networking
1 84 (4.66%) Firewall
2 68 (3.77%) WAN
3 59 (3.27%) LAN
4 51 (2.83%) TCP/IP
5 42 (2.33%) Internet
6 32 (1.77%) DHCP
7 31 (1.72%) DNS
8 29 (1.61%) VPN
9 28 (1.55%) SAN
10 26 (1.44%) Wireless
11 21 (1.16%) Cisco Nexus
12 20 (1.11%) MPLS
13 19 (1.05%) Cisco ASA
14 18 (1.00%) VLAN
15 17 (0.94%) BIG-IP
16 15 (0.83%) Network Security
16 15 (0.83%) Intranet
17 14 (0.78%) VoIP
18 12 (0.67%) Wireshark
19 11 (0.61%) Intrusion Detection
Database & Business Intelligence
1 264 (14.64%) SQL Server
2 257 (14.25%) Big Data
3 233 (12.92%) Data Mining
4 198 (10.98%) Hadoop
5 107 (5.93%) SQL Server Reporting Services
6 101 (5.60%) Relational Database
7 96 (5.32%) Apache Hive
8 85 (4.71%) SQL Server 2008
8 85 (4.71%) Data Warehouse
9 74 (4.10%) NoSQL
10 71 (3.94%) SQL Server Integration Services
11 65 (3.61%) SQL Server Analysis Services
12 64 (3.55%) MySQL
13 57 (3.16%) HBase
13 57 (3.16%) QlikView
14 50 (2.77%) SQL Server 2012
15 47 (2.61%) Oracle Reports
16 46 (2.55%) Oracle Database
17 43 (2.38%) Text Mining
18 37 (2.05%) MongoDB
Development Applications
1 26 (1.44%) SQL Server Management Studio (SSMS)
2 22 (1.22%) Team Foundation Server
3 21 (1.16%) Dreamweaver
4 16 (0.89%) NUnit
5 13 (0.72%) Visual Studio
6 9 (0.50%) LoadRunner
7 8 (0.44%) JIRA
8 7 (0.39%) Talend Open Studio
9 6 (0.33%) Apache Ivy
10 5 (0.28%) Selenium
11 3 (0.17%) Calabash
11 3 (0.17%) Jenkins
11 3 (0.17%) Cucumber
12 2 (0.11%) PowerBuilder
12 2 (0.11%) TestDirector
12 2 (0.11%) Git (software)
12 2 (0.11%) Oracle APEX
12 2 (0.11%) Maven
13 1 (0.055%) GDB
13 1 (0.055%) GCC
General
1 516 (28.62%) Finance
2 338 (18.75%) Marketing
3 150 (8.32%) Retail
4 108 (5.99%) Telecoms
5 98 (5.44%) Banking
6 54 (3.00%) Advertising
7 41 (2.27%) Legal
8 30 (1.66%) Publishing
9 29 (1.61%) Games
10 23 (1.28%) Law
11 22 (1.22%) Automotive
11 22 (1.22%) Pharmaceutical
12 18 (1.00%) Back Office
13 16 (0.89%) Investment Banking
14 15 (0.83%) Front Office
15 12 (0.67%) Aerospace
16 10 (0.55%) Manufacturing
17 8 (0.44%) Retail Banking
18 7 (0.39%) Electronics
19 6 (0.33%) Military
Job Titles
1 457 (25.35%) Analyst
2 211 (11.70%) Data Scientist
3 199 (11.04%) Developer
4 144 (7.99%) Data Analyst
5 110 (6.10%) DBA
6 83 (4.60%) Consultant
7 80 (4.44%) SQL DBA
8 78 (4.33%) Senior Analyst
9 72 (3.99%) Administrator
10 61 (3.38%) Graduate
11 58 (3.22%) Business Analyst
12 50 (2.77%) Service Manager
13 43 (2.38%) Junior
14 41 (2.27%) Insight Analyst
15 37 (2.05%) SQL Server DBA
16 34 (1.89%) Support Engineer
17 33 (1.83%) Test Manager
17 33 (1.83%) Technical Manager
18 31 (1.72%) Network Engineer
19 27 (1.50%) Java Developer
Libraries, Frameworks & Software Standards
1 112 (6.21%) HTML
2 93 (5.16%) .NET
3 81 (4.49%) CSS
4 62 (3.44%) jQuery
5 43 (2.38%) ASP.NET
6 29 (1.61%) XML
7 28 (1.55%) Flash
8 26 (1.44%) WSH
9 24 (1.33%) .NET Framework
10 19 (1.05%) HTML5
10 19 (1.05%) XHTML
11 18 (1.00%) GWT
12 16 (0.89%) ASP.NET MVC
13 15 (0.83%) Web Services
14 14 (0.78%) WPF
15 12 (0.67%) Ajax
15 12 (0.67%) Razor View Engine
16 11 (0.61%) Ruby on Rails
17 10 (0.55%) RESTful
17 10 (0.55%) FIX Protocol
Miscellaneous
1 654 (36.27%) Mathematics
2 618 (34.28%) Analytical Skills
3 321 (17.80%) Computer Science
4 216 (11.98%) Visualisation
5 185 (10.26%) Algorithms
6 119 (6.60%) Management Information System
7 118 (6.54%) Economics
8 108 (5.99%) Physics
9 83 (4.60%) Social Media
10 69 (3.83%) Replication
11 57 (3.16%) User Experience
12 55 (3.05%) Neural Network
13 42 (2.33%) Open Source
14 38 (2.11%) NHS
15 37 (2.05%) Data Extraction
15 37 (2.05%) Artificial Intelligence
16 36 (2.00%) Applied Mathematics
17 34 (1.89%) Enterprise Software
18 30 (1.66%) Credit Risk
18 30 (1.66%) Digital Media
Operating Systems
1 282 (15.64%) Windows
2 189 (10.48%) Linux
3 88 (4.88%) Windows Server 2008
4 87 (4.83%) UNIX
5 72 (3.99%) Windows 7
6 52 (2.88%) Windows Server 2003
7 40 (2.22%) Windows Server 2012
8 36 (2.00%) Red Hat Enterprise Linux
9 32 (1.77%) Android
10 29 (1.61%) Windows XP
11 23 (1.28%) Apple iOS
12 16 (0.89%) Solaris
12 16 (0.89%) Windows 8
13 7 (0.39%) Windows Phone
14 3 (0.17%) Embedded Linux
14 3 (0.17%) OpenWrt
14 3 (0.17%) MVS
15 2 (0.11%) AIX
15 2 (0.11%) CentOS
15 2 (0.11%) Windows Vista
Processes & Methodologies
1 662 (36.72%) Analytics
2 249 (13.81%) Data Analysis
3 237 (13.14%) Business Intelligence
4 213 (11.81%) ITIL
5 190 (10.54%) Agile Software Development
6 131 (7.27%) Data Modelling
7 113 (6.27%) Machine Learning
8 112 (6.21%) Predictive Modelling
9 109 (6.05%) Service Delivery
10 105 (5.82%) Statistical Analysis
10 105 (5.82%) Incident Management
11 97 (5.38%) Operations Research
12 96 (5.32%) Statistical Modelling
13 95 (5.27%) Project Management
14 93 (5.16%) Performance Tuning
15 87 (4.83%) Change Management
16 86 (4.77%) Predictive Analytics
17 81 (4.49%) MapReduce
18 79 (4.38%) Service Management
19 76 (4.22%) Data Analytics
Programming Languages
1 805 (44.65%) SQL
2 304 (16.86%) R
3 300 (16.64%) Python
4 224 (12.42%) Java
5 149 (8.26%) MATLAB
6 142 (7.88%) T-SQL
7 122 (6.77%) C++
8 114 (6.32%) C#
9 101 (5.60%) VBA
10 83 (4.60%) PowerShell
11 75 (4.16%) JavaScript
12 65 (3.61%) C
13 54 (3.00%) PHP
14 50 (2.77%) PL/SQL
15 41 (2.27%) Ruby
16 37 (2.05%) Perl
17 31 (1.72%) Shell Script
18 26 (1.44%) Scala
19 20 (1.11%) Clojure
20 13 (0.72%) VB.NET
Qualifications
1 676 (37.49%) Degree
2 150 (8.32%) PhD
3 72 (3.99%) Microsoft Certification
4 63 (3.49%) Security Cleared
5 55 (3.05%) SC Cleared
6 54 (3.00%) ITIL Certification
7 43 (2.38%) Cisco Certification
8 33 (1.83%) MCSE
9 32 (1.77%) CCNP
9 32 (1.77%) ISEB
10 28 (1.55%) MCTS
11 24 (1.33%) CCNA
12 23 (1.28%) PRINCE2 Certification
12 23 (1.28%) IBM Certification
13 20 (1.11%) Postgraduate
13 20 (1.11%) MCITP
14 17 (0.94%) ITIL Foundation Certificate
15 14 (0.78%) MCP
16 11 (0.61%) DV Cleared
17 10 (0.55%) MBA
Quality Assurance & Compliance
1 116 (6.43%) SLA
2 76 (4.22%) QA
3 30 (1.66%) ISO/IEC 27001
4 15 (0.83%) ISO 9001
5 11 (0.61%) PCI DSS
6 5 (0.28%) Data Quality
6 5 (0.28%) ISO 14001
7 3 (0.17%) FINREP
8 2 (0.11%) Basel II
9 1 (0.055%) Solvency II
9 1 (0.055%) CDISC
9 1 (0.055%) Basel III
9 1 (0.055%) Sarbanes-Oxley
9 1 (0.055%) BS7799
System Software
1 112 (6.21%) Active Directory
2 76 (4.22%) VMware Infrastructure
3 45 (2.50%) Hyper-V
4 36 (2.00%) Oracle RAC
5 34 (1.89%) HDFS
6 24 (1.33%) VMware ESX
7 11 (0.61%) ISA Server
8 7 (0.39%) KVM
9 6 (0.33%) Docker
10 5 (0.28%) Slurm Workload Manager
10 5 (0.28%) LXC
10 5 (0.28%) Apache Flume
10 5 (0.28%) Xen
10 5 (0.28%) NFS
11 4 (0.22%) Firmware
11 4 (0.22%) XenApp
12 3 (0.17%) VMware ESXi
13 2 (0.11%) XenDesktop
13 2 (0.11%) Veritas Cluster Server
13 2 (0.11%) Microsoft Virtual Server
Systems Management
1 18 (1.00%) NetBackup
2 13 (0.72%) Tivoli
3 10 (0.55%) Netcool
4 9 (0.50%) Puppet
4 9 (0.50%) SCCM
5 7 (0.39%) SCOM
5 7 (0.39%) Norton AntiVirus
6 6 (0.33%) Systems Management Server (SMS)
6 6 (0.33%) Oracle RMAN
6 6 (0.33%) SolarWinds Orion
6 6 (0.33%) Veritas Storage Foundation
7 5 (0.28%) Mesos
7 5 (0.28%) Netcool/OMNIbus
7 5 (0.28%) OpenView Configuration Management
7 5 (0.28%) Unicenter
8 4 (0.22%) Tivoli Monitoring
8 4 (0.22%) Data Guard
8 4 (0.22%) Opscode Chef
9 3 (0.17%) HP Quality Center
10 2 (0.11%) Nagios
Vendors
1 404 (22.41%) Microsoft
2 204 (11.31%) Oracle
3 120 (6.66%) Tableau
4 106 (5.88%) Google
5 89 (4.94%) VMware
6 86 (4.77%) IBM
7 55 (3.05%) Cisco
8 44 (2.44%) Citrix
9 35 (1.94%) F5
9 35 (1.94%) Business Objects
9 35 (1.94%) Cognos
10 34 (1.89%) HP
11 31 (1.72%) Adobe
12 26 (1.44%) MicroStrategy
12 26 (1.44%) CheckPoint
12 26 (1.44%) SAP
13 24 (1.33%) Hortonworks
14 22 (1.22%) ServiceNow
15 21 (1.16%) Greenplum
16 20 (1.11%) Red Hat
London
Caspian One Ltd
Posted: 8 hours ago
City, London
Harris Global
Posted: 8 hours ago
London
Burns Sheehan
Salary: £65000 - £70000 per annum
Posted: 13 hours ago
Reigate, Surrey
ARC IT Recruitment Ltd
Salary: £50000 Per Annum
Posted: 2 days ago
Castleford, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £25000.00 per annum
Posted: 2 days ago
Leicestershire
Reed Technology
Salary: £65000 - £80000 per annum + car allowance
Posted: 2 days ago
Manchester, Lancashire
Experis Ltd
Salary: £40000.00 per annum + Bonus & Benefits
Posted: 2 days ago
London
Ashdown IT
Salary: £35000 - £42000 per annum
Posted: 2 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £55000 per annum + Benefits
Posted: 2 days ago
London
EY
Salary: Competitive
Posted: 2 days ago
City, London
Red10
Salary: £40000 - £60000 per annum
Posted: 2 days ago
North West London
Accomplish Today Ltd
Salary: From £30,000 to £40,000 per annum plus benefits
Posted: 2 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £40000 per annum + Excellent Benefits
Posted: 2 days ago
City, London
McGregor Boyall
Salary: £75000 per annum
Posted: 3 days ago
Gloucester, Gloucestershire
Ampersand Consulting
Salary: Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Premier IT
Salary: £20000 - £30000 per annum + benefits
Posted: 3 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago
City, London
I.T. Skillfinder
Salary: £30000 - £35000 per annum + bonus - benefits
Posted: 3 days ago
Esher, Surrey
Evolution Recruitment Solutions
Salary: 40,000 - 60,000
Posted: 3 days ago
London
ANSON MCCADE
Salary: £40,000 to £70,000
Posted: 3 days ago