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 28 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Statistics
Rank 322 320 310
Rank change year-on-year
-2 -10
Permanent jobs citing Statistics 915 916 878
As % of all permanent IT jobs located in England 0.89% 0.85% 0.88%
As % of the Miscellaneous category 2.18% 2.19% 2.15%
Number of salaries quoted 630 656 679
Average salary £45,000 £41,500 £45,000
Average salary % change year-on-year
+8.43% -7.77%
90% offered a salary of more than £27,500 £27,500 £25,000
10% offered a salary of more than £77,500 £65,000 £67,500
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+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
42031 41804 40851
As % of all permanent IT jobs located in England 41.11% 39.02% 41.08%
Number of salaries quoted 33970 32740 33216
Average salary £48,750 £47,500 £47,500
Average salary % change year-on-year
+2.63% -
90% offered a salary of more than £28,500 £28,500 £27,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £40,500 £40,000 £40,000
% change year-on-year
+1.25% -

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 28 August 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 28 August 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 +9 511 £50,000 +5.26% 69
South East +4 175 £45,000 +28.57% 14
South West -12 47 £33,000 -5.71% 13
East of England -10 45 £40,000 +6.66% 7
North West -17 42 £45,000 -4.25% 15
East Midlands +25 37 £42,500 +21.42% 4
Yorkshire -2 32 £30,500 -12.85% 4
West Midlands -19 20 £40,000 +8.84% 6
Midlands -6 8 £35,000 - 1
North East -7 2 £50,000 +20.48% 3
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 28 August 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.

1 846 (45.85%) SQL
2 730 (39.57%) Analytics
3 703 (38.10%) Degree
4 682 (36.96%) Mathematics
5 613 (33.22%) Analytical Skills
6 528 (28.62%) Finance
7 412 (22.33%) Computer Science
8 392 (21.25%) Python
9 385 (20.87%) R
10 369 (20.00%) Microsoft
11 348 (18.86%) SAS
12 337 (18.27%) Marketing
13 298 (16.15%) MS Excel
13 298 (16.15%) Big Data
14 281 (15.23%) Java
15 258 (13.98%) Data Analysis
16 256 (13.88%) Business Intelligence
17 249 (13.50%) Windows
18 234 (12.68%) Hadoop
19 232 (12.57%) Agile Software Development
20 228 (12.36%) Data Mining
21 226 (12.25%) Algorithms
22 225 (12.20%) SPSS
23 219 (11.87%) Linux
24 211 (11.44%) ITIL
25 208 (11.27%) SQL Server
26 203 (11.00%) Visualisation
27 163 (8.83%) Retail
28 156 (8.46%) Oracle
28 156 (8.46%) PhD

Statistics
Top Related IT Skills in England by Category

For the 6 months to 28 August 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
1 348 (18.86%) SAS
2 68 (3.69%) Apache Spark
3 59 (3.20%) Apache Pig
4 48 (2.60%) MS Exchange
5 37 (2.01%) Apache
6 35 (1.90%) SharePoint
7 27 (1.46%) Apache Solr
8 24 (1.30%) IIS
9 20 (1.08%) Exchange Server 2010
10 17 (0.92%) Exchange Server 2013
10 17 (0.92%) CMS
11 12 (0.65%) Drupal
12 11 (0.60%) Lync
13 8 (0.43%) Elasticsearch
14 7 (0.38%) Exchange Server 2007
14 7 (0.38%) Exchange Server 2003
15 6 (0.33%) ArcGIS
15 6 (0.33%) WordPress
16 5 (0.27%) WebLogic
17 4 (0.22%) Tomcat
Applications
1 298 (16.15%) MS Excel
2 225 (12.20%) SPSS
3 128 (6.94%) MS Office
4 104 (5.64%) MS PowerPoint
5 17 (0.92%) MS Visio
6 16 (0.87%) GNU Octave
7 15 (0.81%) Spreadsheet
8 11 (0.60%) Stata
8 11 (0.60%) PowerPivot
9 9 (0.49%) CPLEX
10 7 (0.38%) Weka
10 7 (0.38%) S-PLUS
11 6 (0.33%) Photoshop
12 5 (0.27%) MS Project
12 5 (0.27%) Mathematica
13 4 (0.22%) Vensim
14 3 (0.16%) Adobe Illustrator
14 3 (0.16%) InDesign
14 3 (0.16%) FastStats
15 2 (0.11%) Adobe After Effects
Business Applications
1 16 (0.87%) Oracle Applications
2 11 (0.60%) WebTrends
3 10 (0.54%) Adobe Campaign
4 8 (0.43%) Oracle Financials
5 7 (0.38%) SAP APO
6 6 (0.33%) Cognos TM1
7 5 (0.27%) Temenos T24
7 5 (0.27%) Oracle Cash Management
7 5 (0.27%) Cognos Controller
7 5 (0.27%) Cognos Business Intelligence
7 5 (0.27%) Unica
8 3 (0.16%) Dynamics CRM
9 2 (0.11%) MetaTrader
9 2 (0.11%) Remedy ITSM
10 1 (0.054%) Agresso
10 1 (0.054%) assyst
Cloud Services
1 81 (4.39%) Google Analytics
2 35 (1.90%) Microsoft Azure
3 29 (1.57%) Amazon AWS
4 24 (1.30%) SaaS
5 15 (0.81%) Adobe Analytics
6 13 (0.70%) Responsys
6 13 (0.70%) Taleo
7 11 (0.60%) Office 365
8 9 (0.49%) Cloud Computing
9 7 (0.38%) Mimecast
10 6 (0.33%) Azure Machine Learning
10 6 (0.33%) IaaS
10 6 (0.33%) Amazon EMR
10 6 (0.33%) PaaS
11 2 (0.11%) SmartFocus
11 2 (0.11%) GitHub
12 1 (0.054%) Amazon ELB
12 1 (0.054%) Amazon CloudWatch
12 1 (0.054%) AWS CloudTrail
Communications & Networking
1 85 (4.61%) Firewall
2 73 (3.96%) TCP/IP
3 60 (3.25%) LAN
4 59 (3.20%) WAN
5 50 (2.71%) Internet
6 46 (2.49%) DNS
7 39 (2.11%) SAN
8 29 (1.57%) VPN
9 26 (1.41%) DHCP
10 22 (1.19%) MPLS
11 19 (1.03%) Wireless
12 18 (0.98%) HTTP
12 18 (0.98%) VoIP
13 17 (0.92%) Intranet
14 15 (0.81%) BIG-IP
15 14 (0.76%) Cisco ASA
16 12 (0.65%) iSCSI
16 12 (0.65%) Fibre Channel
16 12 (0.65%) SMTP
17 11 (0.60%) SNMP
Database & Business Intelligence
1 298 (16.15%) Big Data
2 234 (12.68%) Hadoop
3 228 (12.36%) Data Mining
4 208 (11.27%) SQL Server
5 114 (6.18%) Data Warehouse
6 104 (5.64%) Relational Database
7 97 (5.26%) Apache Hive
8 89 (4.82%) SQL Server Reporting Services
9 75 (4.07%) NoSQL
10 71 (3.85%) SQL Server Integration Services
11 67 (3.63%) SQL Server 2008
12 66 (3.58%) MySQL
13 59 (3.20%) HBase
14 54 (2.93%) QlikView
15 49 (2.66%) SQL Server Analysis Services
16 45 (2.44%) OLAP
17 44 (2.38%) Text Mining
18 39 (2.11%) Oracle Reports
19 34 (1.84%) SQL Server 2012
20 32 (1.73%) Oracle Database
Development Applications
1 30 (1.63%) Team Foundation Server
2 23 (1.25%) SQL Server Management Studio (SSMS)
3 19 (1.03%) Git (software)
4 17 (0.92%) Jenkins
4 17 (0.92%) NUnit
5 14 (0.76%) Visual Studio
6 8 (0.43%) Maven
7 6 (0.33%) Selenium
7 6 (0.33%) Apache Ivy
8 5 (0.27%) Talend Open Studio
8 5 (0.27%) Ant
8 5 (0.27%) TestDirector
9 4 (0.22%) LoadRunner
9 4 (0.22%) Eclipse
9 4 (0.22%) Gradle
9 4 (0.22%) Dreamweaver
9 4 (0.22%) Cucumber
10 3 (0.16%) Hudson
10 3 (0.16%) RSpec
10 3 (0.16%) SoapUI
General
1 528 (28.62%) Finance
2 337 (18.27%) Marketing
3 163 (8.83%) Retail
4 94 (5.09%) Banking
5 74 (4.01%) Telecoms
6 40 (2.17%) Legal
7 39 (2.11%) Advertising
8 34 (1.84%) Publishing
9 30 (1.63%) Games
9 30 (1.63%) Pharmaceutical
9 30 (1.63%) Front Office
10 23 (1.25%) Manufacturing
10 23 (1.25%) Law
11 17 (0.92%) Back Office
12 14 (0.76%) Financial Institution
12 14 (0.76%) Investment Banking
13 8 (0.43%) Automotive
14 5 (0.27%) Local Government
14 5 (0.27%) Billing
14 5 (0.27%) French Language
Job Titles
1 501 (27.15%) Analyst
2 288 (15.61%) Data Scientist
3 223 (12.09%) Developer
4 192 (10.41%) Data Analyst
5 83 (4.50%) Senior Analyst
6 77 (4.17%) Administrator
7 65 (3.52%) DBA
8 64 (3.47%) Consultant
9 60 (3.25%) Business Analyst
10 58 (3.14%) Graduate
11 54 (2.93%) SQL DBA
12 49 (2.66%) Java Developer
12 49 (2.66%) Junior
12 49 (2.66%) Insight Analyst
13 40 (2.17%) Senior Developer
14 39 (2.11%) Systems Administrator
15 37 (2.01%) Systems Engineer
15 37 (2.01%) Service Manager
16 35 (1.90%) SQL Server DBA
17 34 (1.84%) Data Manager
Libraries, Frameworks & Software Standards
1 90 (4.88%) HTML
2 65 (3.52%) .NET
3 58 (3.14%) CSS
4 42 (2.28%) XML
5 31 (1.68%) jQuery
6 24 (1.30%) HTML5
7 23 (1.25%) Web Services
8 19 (1.03%) LAMP
8 19 (1.03%) D3.js
9 18 (0.98%) CSS3
9 18 (0.98%) Ajax
9 18 (0.98%) FIX Protocol
10 17 (0.92%) ASP.NET
11 16 (0.87%) WPF
12 13 (0.70%) WSH
13 12 (0.65%) NumPy
14 11 (0.60%) SciPy
14 11 (0.60%) Pandas
14 11 (0.60%) Lucene
15 10 (0.54%) MLlib
Miscellaneous
1 682 (36.96%) Mathematics
2 613 (33.22%) Analytical Skills
3 412 (22.33%) Computer Science
4 226 (12.25%) Algorithms
5 203 (11.00%) Visualisation
6 149 (8.08%) Physics
7 148 (8.02%) Economics
8 107 (5.80%) Management Information System
9 66 (3.58%) Data Centre
10 59 (3.20%) Data Extraction
11 56 (3.04%) User Experience
12 50 (2.71%) NHS
13 49 (2.66%) Replication
14 47 (2.55%) Neural Network
15 40 (2.17%) Foreign Exchange (FX)
16 37 (2.01%) Applied Mathematics
17 34 (1.84%) Digital Media
18 33 (1.79%) Social Media
19 26 (1.41%) Enterprise Software
19 26 (1.41%) Data Integration
Operating Systems
1 249 (13.50%) Windows
2 219 (11.87%) Linux
3 111 (6.02%) UNIX
4 83 (4.50%) Windows Server 2008
5 48 (2.60%) Red Hat Enterprise Linux
5 48 (2.60%) Windows 7
6 46 (2.49%) Windows Server 2003
7 27 (1.46%) Windows Server 2012
8 22 (1.19%) Windows XP
9 20 (1.08%) Apple iOS
10 19 (1.03%) Windows 8
11 17 (0.92%) Android
11 17 (0.92%) Solaris
12 13 (0.70%) Oracle Linux
12 13 (0.70%) CentOS
13 7 (0.38%) Windows Phone
14 2 (0.11%) AIX
14 2 (0.11%) Ubuntu
14 2 (0.11%) Windows Vista
15 1 (0.054%) Mac OS
Processes & Methodologies
1 730 (39.57%) Analytics
2 258 (13.98%) Data Analysis
3 256 (13.88%) Business Intelligence
4 232 (12.57%) Agile Software Development
5 211 (11.44%) ITIL
6 154 (8.35%) Statistical Analysis
7 138 (7.48%) Machine Learning
8 127 (6.88%) Statistical Modelling
9 123 (6.67%) Project Management
10 117 (6.34%) Data Modelling
11 114 (6.18%) Service Delivery
12 106 (5.75%) Data Analytics
13 101 (5.47%) Predictive Modelling
14 98 (5.31%) Data Management
15 94 (5.09%) Performance Tuning
16 86 (4.66%) Predictive Analytics
17 85 (4.61%) Mentoring
18 84 (4.55%) Stakeholder Management
19 83 (4.50%) Operations Research
20 81 (4.39%) Change Management
Programming Languages
1 846 (45.85%) SQL
2 392 (21.25%) Python
3 385 (20.87%) R
4 281 (15.23%) Java
5 145 (7.86%) MATLAB
6 122 (6.61%) VBA
7 110 (5.96%) C#
8 103 (5.58%) C++
9 101 (5.47%) T-SQL
10 85 (4.61%) JavaScript
11 74 (4.01%) PowerShell
12 69 (3.74%) C
13 68 (3.69%) Perl
14 59 (3.20%) Shell Script
15 54 (2.93%) Scala
16 44 (2.38%) PHP
17 42 (2.28%) PL/SQL
18 34 (1.84%) Ruby
19 20 (1.08%) VB
20 15 (0.81%) VB.NET
Qualifications
1 703 (38.10%) Degree
2 156 (8.46%) PhD
3 72 (3.90%) Microsoft Certification
4 50 (2.71%) ITIL Certification
5 42 (2.28%) Cisco Certification
5 42 (2.28%) MCSE
6 38 (2.06%) Security Cleared
7 37 (2.01%) PRINCE2 Certification
8 31 (1.68%) CCNA
9 30 (1.63%) ISEB
10 21 (1.14%) CCNP
11 19 (1.03%) ITIL Foundation Certificate
12 18 (0.98%) SC Cleared
13 16 (0.87%) MCP
14 14 (0.76%) MCTS
15 13 (0.70%) Postgraduate
16 12 (0.65%) MCITP
17 10 (0.54%) RHCA
17 10 (0.54%) RHCE
18 9 (0.49%) IBM Certification
Quality Assurance & Compliance
1 81 (4.39%) SLA
2 63 (3.41%) QA
3 25 (1.36%) Data Quality
4 19 (1.03%) ISO/IEC 27001
5 14 (0.76%) ISO 9001
6 5 (0.27%) ISO 14001
7 2 (0.11%) Basel II
7 2 (0.11%) PCI DSS
7 2 (0.11%) Basel III
7 2 (0.11%) Solvency II
8 1 (0.054%) BS7799
8 1 (0.054%) Sarbanes-Oxley
8 1 (0.054%) COBIT
8 1 (0.054%) P3O
System Software
1 106 (5.75%) Active Directory
2 72 (3.90%) VMware Infrastructure
3 54 (2.93%) Hyper-V
4 27 (1.46%) VMware ESX
5 20 (1.08%) HDFS
6 15 (0.81%) Oracle RAC
7 12 (0.65%) NFS
8 9 (0.49%) Firmware
9 8 (0.43%) vSphere
9 8 (0.43%) VirtualBox
10 5 (0.27%) Apache Flume
10 5 (0.27%) KVM
10 5 (0.27%) Terminal Services
10 5 (0.27%) Veritas Cluster Server
11 3 (0.16%) XenApp
12 2 (0.11%) VMware ESXi
12 2 (0.11%) Microsoft Virtual Server
13 1 (0.054%) Samba
13 1 (0.054%) Docker
13 1 (0.054%) iptables
Systems Management
1 21 (1.14%) Puppet
2 20 (1.08%) Tivoli
3 18 (0.98%) SCCM
3 18 (0.98%) Graphite
4 17 (0.92%) SCOM
5 8 (0.43%) NetBackup
5 8 (0.43%) Backup Exec
5 8 (0.43%) Vagrant
6 7 (0.38%) HP Quality Center
7 6 (0.33%) Cacti
7 6 (0.33%) Opscode Chef
7 6 (0.33%) Nagios
7 6 (0.33%) Norton AntiVirus
8 5 (0.27%) Oracle RMAN
8 5 (0.27%) Symantec Endpoint Protection
8 5 (0.27%) Ganglia
8 5 (0.27%) HP SIM
8 5 (0.27%) ZABBIX
8 5 (0.27%) collectd
8 5 (0.27%) logstash
Vendors
1 369 (20.00%) Microsoft
2 156 (8.46%) Oracle
3 126 (6.83%) Tableau
4 96 (5.20%) Google
5 93 (5.04%) VMware
6 90 (4.88%) IBM
7 67 (3.63%) Cisco
8 49 (2.66%) SAP
9 44 (2.38%) HP
10 42 (2.28%) Red Hat
11 35 (1.90%) Cognos
12 33 (1.79%) F5
13 32 (1.73%) MicroStrategy
14 30 (1.63%) Citrix
15 26 (1.41%) NetApp
15 26 (1.41%) CheckPoint
15 26 (1.41%) ServiceNow
16 24 (1.30%) Alteryx
17 22 (1.19%) Omniture
18 21 (1.14%) Symantec
London
Harris Global
Salary: £50000 - £80000 per annum + Bonus
Posted: Yesterday
City, London
Harris Global
Salary: £50000.00 - £90000.00 per annum + Benifits + Bonus
Posted: Yesterday
London
Harris Global
Salary: Bonus
Posted: Yesterday
London
Burns Sheehan
Salary: £20 - £22000 per annum + company benefits
Posted: Yesterday
Manchester, Lancashire
McGregor Boyall
Salary: £35000 - £50000 per annum
Posted: Yesterday
Gateshead, Tyne and Wear
Bluetownonline
Salary: £18k - 21k per year
Posted: Yesterday
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: Yesterday
London
Opilio Recruitment
Salary: £30k - 32k per year
Posted: Yesterday
Hull, North Humberside
Senitor Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: Yesterday
Midlands
EMBS- People Transfer
Salary: To £85,000 + 20% Bonus + Benefits
Posted: Yesterday
Hull, North Humberside
Spring Technology
Salary: £70000.00 per annum
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Posted: 2 days ago
Manchester, Lancashire
Blue Octopus Recruitment LLP
Salary: Competitive salary
Posted: 2 days ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 2 days ago
City, London
Client Server
Salary: £25k to £30k + bonus + benefits
Posted: 2 days ago
Macclesfield, Cheshire
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 2 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £55000 per annum + Benefits
Posted: 2 days ago
London
Experis Ltd
Salary: £80000 - £140000 per annum + excellent benefits
Posted: 3 days ago
City, London
McGregor Boyall
Salary: £34 - £37 per annum + package
Posted: 3 days ago