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 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Statistics
Rank 336 351 302
Rank change year-on-year
+15 -49
Permanent jobs citing Statistics 872 862 1004
As % of all permanent IT jobs located in England 0.92% 0.87% 1.02%
As % of the Miscellaneous category 2.17% 2.15% 2.49%
Number of salaries quoted 675 681 764
Average salary £50,000 £45,000 £45,000
Average salary % change year-on-year
+11.11% -
90% offered a salary of more than £30,000 £26,500 £27,500
10% offered a salary of more than £80,000 £65,000 £75,000
UK excluding London average salary £41,000 £40,000 £35,000
% change year-on-year
+2.50% +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
40124 40186 40378
As % of all permanent IT jobs located in England 42.48% 40.48% 41.19%
Number of salaries quoted 32642 32815 31782
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £30,000 £27,500 £28,500
10% offered a salary of more than £80,000 £77,500 £75,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 12 February 2016.

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 12 February 2016. 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 +50 501 £55,000 +10.00% 80
South East -12 133 £45,000 +5.88% 16
West Midlands +17 56 £37,500 - 8
North West +4 49 £35,000 -22.22% 9
East of England -20 42 £45,000 +12.50% 6
South West -5 37 £32,000 -11.11% 4
East Midlands -11 37 £50,000 +33.33% 3
Yorkshire -26 17 £35,500 +9.23% 2
North East +5 7 £49,000 +125.18% 1
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 12 February 2016, 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.

1 757 (42.84%) SQL
2 723 (40.92%) Mathematics
3 591 (33.45%) Analytics
4 550 (31.13%) Degree
5 544 (30.79%) Analytical Skills
6 525 (29.71%) Finance
7 431 (24.39%) Computer Science
8 426 (24.11%) R
9 415 (23.49%) Python
10 322 (18.22%) Machine Learning
11 305 (17.26%) Business Intelligence
12 283 (16.02%) SAS
13 273 (15.45%) Java
14 271 (15.34%) Data Analysis
15 269 (15.22%) Marketing
16 266 (15.05%) Big Data
17 256 (14.49%) Microsoft
18 251 (14.20%) Agile Software Development
19 249 (14.09%) Algorithms
20 237 (13.41%) SQL Server
21 226 (12.79%) Physics
22 213 (12.05%) Data Mining
23 197 (11.15%) PhD
24 191 (10.81%) Hadoop
25 186 (10.53%) ITIL
26 179 (10.13%) MS Excel
27 178 (10.07%) Visualisation
28 176 (9.96%) Data Analytics
29 157 (8.89%) MATLAB
30 147 (8.32%) Economics

Statistics
Top Related IT Skills in England by Category

For the 6 months to 12 February 2016, 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 (16.02%) SAS
2 93 (5.26%) Apache Spark
3 55 (3.11%) Apache Pig
4 30 (1.70%) SharePoint
5 23 (1.30%) IIS
5 23 (1.30%) Skype for Business
6 21 (1.19%) Apache
7 14 (0.79%) Tomcat
8 13 (0.74%) Elasticsearch
8 13 (0.74%) MS Exchange
9 12 (0.68%) BizTalk Server
9 12 (0.68%) Node.js
10 10 (0.57%) JBoss
11 9 (0.51%) Exchange Server 2013
12 8 (0.45%) Exchange Server 2010
12 8 (0.45%) Moodle
13 7 (0.40%) Apache Solr
14 5 (0.28%) CMS
14 5 (0.28%) SharePoint 2010
14 5 (0.28%) WordPress
Applications
1 179 (10.13%) MS Excel
2 145 (8.21%) SPSS
3 79 (4.47%) MS Office
4 52 (2.94%) MS PowerPoint
5 19 (1.08%) MS Visio
6 17 (0.96%) GNU Octave
7 14 (0.79%) EViews
8 11 (0.62%) Mathematica
9 8 (0.45%) Adobe Illustrator
9 8 (0.45%) Gephi
9 8 (0.45%) Stata
10 6 (0.34%) OmniGraffle
11 4 (0.23%) Spreadsheet
11 4 (0.23%) Weka
12 3 (0.17%) GenStat
12 3 (0.17%) InfoPath
12 3 (0.17%) MS Project
12 3 (0.17%) S-PLUS
13 2 (0.11%) CPLEX
13 2 (0.11%) Photoshop
Business Applications
1 14 (0.79%) FastStats
2 10 (0.57%) Unit4 Business World
3 5 (0.28%) Adobe Campaign
3 5 (0.28%) Dynamics CRM
4 3 (0.17%) Oracle Applications
4 3 (0.17%) SAP Oil and Gas
5 2 (0.11%) Cognos Business Intelligence
5 2 (0.11%) Dynamics AX
5 2 (0.11%) WebTrends
6 1 (0.057%) CA PPM
6 1 (0.057%) Cerner Millennium
6 1 (0.057%) Dynamics NAV
6 1 (0.057%) Eloqua
6 1 (0.057%) Magento
6 1 (0.057%) OpenCart
6 1 (0.057%) Salesforce.com CRM
6 1 (0.057%) SAP CO
6 1 (0.057%) SAP FI
6 1 (0.057%) SAP FI/CO
6 1 (0.057%) Towers Watson Igloo
Cloud Services
1 62 (3.51%) Amazon AWS
2 52 (2.94%) Google Analytics
3 29 (1.64%) Microsoft Azure
4 22 (1.25%) Cloud Computing
5 13 (0.74%) Office 365
6 11 (0.62%) Mimecast
7 10 (0.57%) SaaS
8 7 (0.40%) Google Cloud Platform
9 6 (0.34%) Adobe Analytics
10 4 (0.23%) AdWords
11 2 (0.11%) Amazon S3
11 2 (0.11%) GitHub
11 2 (0.11%) Google Compute Engine
12 1 (0.057%) Amazon EC2
12 1 (0.057%) Amazon Kinesis
12 1 (0.057%) Basecamp
12 1 (0.057%) CloudFront
12 1 (0.057%) Responsys
12 1 (0.057%) SmartFocus
12 1 (0.057%) Taleo
Communications & Networking
1 59 (3.34%) Firewall
1 59 (3.34%) Internet
1 59 (3.34%) WAN
2 54 (3.06%) LAN
3 38 (2.15%) MPLS
4 30 (1.70%) DNS
4 30 (1.70%) Network Security
5 26 (1.47%) TCP/IP
5 26 (1.47%) VPN
6 24 (1.36%) DWDM
6 24 (1.36%) NGN
6 24 (1.36%) Packet Switching
6 24 (1.36%) Unified Communications
6 24 (1.36%) Wireless
7 23 (1.30%) Cisco ASA
8 22 (1.25%) Intranet
9 21 (1.19%) Cisco Nexus
10 19 (1.08%) SAN
11 15 (0.85%) Cisco Wireless
11 15 (0.85%) Fibre Channel
Database & Business Intelligence
1 266 (15.05%) Big Data
2 237 (13.41%) SQL Server
3 213 (12.05%) Data Mining
4 191 (10.81%) Hadoop
5 145 (8.21%) Data Warehouse
6 128 (7.24%) NoSQL
7 109 (6.17%) SQL Server Integration Services
8 87 (4.92%) Relational Database
9 80 (4.53%) SQL Server 2012
10 76 (4.30%) Apache Hive
11 67 (3.79%) MySQL
11 67 (3.79%) SQL Server Reporting Services
12 63 (3.57%) SQL Server 2008
13 39 (2.21%) MongoDB
14 37 (2.09%) SQL Server Analysis Services
15 36 (2.04%) OLAP
15 36 (2.04%) QlikView
16 35 (1.98%) BusinessObjects
16 35 (1.98%) Oracle Database
17 34 (1.92%) Apache Cassandra
Development Applications
1 31 (1.75%) Maven
2 20 (1.13%) Git (software)
2 20 (1.13%) Team Foundation Server
3 19 (1.08%) SQL Server Management Studio (SSMS)
4 15 (0.85%) Ant
4 15 (0.85%) Gradle
5 13 (0.74%) JUnit
6 12 (0.68%) JIRA
6 12 (0.68%) NUnit
7 10 (0.57%) Subversion
8 7 (0.40%) Jenkins
8 7 (0.40%) Mercurial
8 7 (0.40%) Visual Studio
9 6 (0.34%) Axure RP
9 6 (0.34%) Selenium
9 6 (0.34%) TeamCity
10 4 (0.23%) AnthillPro
10 4 (0.23%) Atlassian Bamboo
10 4 (0.23%) Oracle APEX
10 4 (0.23%) RSpec
General
1 525 (29.71%) Finance
2 269 (15.22%) Marketing
3 131 (7.41%) Retail
4 54 (3.06%) Games
5 53 (3.00%) Banking
6 47 (2.66%) Advertising
7 45 (2.55%) Telecoms
8 40 (2.26%) Front Office
9 36 (2.04%) Legal
10 33 (1.87%) Publishing
11 29 (1.64%) Pharmaceutical
12 18 (1.02%) Law
13 15 (0.85%) Financial Institution
13 15 (0.85%) German Language
13 15 (0.85%) Manufacturing
14 11 (0.62%) Back Office
15 10 (0.57%) Retail Banking
16 8 (0.45%) Billing
17 7 (0.40%) Aerospace
17 7 (0.40%) Electronics
Job Titles
1 488 (27.62%) Analyst
2 295 (16.69%) Data Scientist
3 271 (15.34%) Developer
4 196 (11.09%) Data Analyst
5 96 (5.43%) SQL Developer
6 91 (5.15%) Senior Data Scientist
7 68 (3.85%) Service Manager
7 68 (3.85%) SQL Analyst
8 64 (3.62%) Senior Analyst
9 56 (3.17%) DBA
10 55 (3.11%) Administrator
10 55 (3.11%) Junior
11 54 (3.06%) SQL DBA
12 49 (2.77%) Business Intelligence Developer
13 47 (2.66%) Machine Learning Scientist
14 46 (2.60%) SAS Analyst
15 41 (2.32%) SQL BI Developer
16 40 (2.26%) Insight Analyst
17 38 (2.15%) Consultant
18 36 (2.04%) Support Manager
Libraries, Frameworks & Software Standards
1 108 (6.11%) HTML
2 101 (5.72%) .NET
3 53 (3.00%) SciPy
4 52 (2.94%) NumPy
5 47 (2.66%) CSS
5 47 (2.66%) Web Services
6 46 (2.60%) Natural Language Processing
6 46 (2.60%) XML
7 38 (2.15%) D3.js
8 36 (2.04%) AngularJS
8 36 (2.04%) RESTful
9 33 (1.87%) Pandas
10 29 (1.64%) HTML5
10 29 (1.64%) JSON
11 20 (1.13%) jQuery
12 16 (0.91%) Esper
12 16 (0.91%) Pyramid
13 15 (0.85%) MLlib
14 14 (0.79%) WPF
15 12 (0.68%) Flash
Miscellaneous
1 723 (40.92%) Mathematics
2 544 (30.79%) Analytical Skills
3 431 (24.39%) Computer Science
4 249 (14.09%) Algorithms
5 226 (12.79%) Physics
6 178 (10.07%) Visualisation
7 147 (8.32%) Economics
8 90 (5.09%) Management Information System
9 73 (4.13%) Data Centre
10 69 (3.90%) Applied Mathematics
11 62 (3.51%) User Experience
12 55 (3.11%) Data Integration
13 52 (2.94%) Artificial Intelligence
14 50 (2.83%) Hedge funds
15 42 (2.38%) Replication
16 41 (2.32%) Equities
17 33 (1.87%) NHS
18 31 (1.75%) Data Structures
19 27 (1.53%) Fixed Income
20 25 (1.41%) Social Media
Operating Systems
1 139 (7.87%) Linux
2 132 (7.47%) Windows
3 74 (4.19%) Unix
4 58 (3.28%) Windows Server
5 44 (2.49%) Red Hat Enterprise Linux
6 30 (1.70%) Windows Server 2008
7 24 (1.36%) CentOS
8 23 (1.30%) Windows Server 2012
9 20 (1.13%) Windows Server 2003
10 16 (0.91%) Android
10 16 (0.91%) Apple iOS
11 13 (0.74%) Windows 7
12 8 (0.45%) Windows Phone
13 3 (0.17%) Ubuntu
13 3 (0.17%) Windows 2000
14 2 (0.11%) Windows XP
15 1 (0.057%) AIX
15 1 (0.057%) Debian
15 1 (0.057%) Oracle Linux
15 1 (0.057%) Windows 8
Processes & Methodologies
1 591 (33.45%) Analytics
2 322 (18.22%) Machine Learning
3 305 (17.26%) Business Intelligence
4 271 (15.34%) Data Analysis
5 251 (14.20%) Agile Software Development
6 186 (10.53%) ITIL
7 176 (9.96%) Data Analytics
8 136 (7.70%) Statistical Analysis
9 134 (7.58%) Data Modelling
10 127 (7.19%) E-Commerce
11 121 (6.85%) Statistical Modelling
12 118 (6.68%) Software Engineering
13 117 (6.62%) Predictive Modelling
14 115 (6.51%) Service Delivery
15 102 (5.77%) Data Visualisation
16 97 (5.49%) Change Management
17 95 (5.38%) ETL
18 90 (5.09%) Mentoring
19 87 (4.92%) Project Management
20 83 (4.70%) Data Management
Programming Languages
1 757 (42.84%) SQL
2 426 (24.11%) R
3 415 (23.49%) Python
4 273 (15.45%) Java
5 157 (8.89%) MATLAB
6 139 (7.87%) C++
7 136 (7.70%) JavaScript
8 135 (7.64%) C#
9 94 (5.32%) Scala
10 81 (4.58%) C
11 74 (4.19%) T-SQL
12 67 (3.79%) PowerShell
13 62 (3.51%) Perl
13 62 (3.51%) VBA
14 60 (3.40%) Shell Script
15 32 (1.81%) Ruby
16 29 (1.64%) PL/SQL
17 21 (1.19%) Clojure
18 18 (1.02%) PHP
19 17 (0.96%) VB
Qualifications
1 550 (31.13%) Degree
2 197 (11.15%) PhD
3 46 (2.60%) Cisco Certification
4 39 (2.21%) CCNP
5 37 (2.09%) Microsoft Certification
6 36 (2.04%) ITIL Certification
7 29 (1.64%) MCSE
8 28 (1.58%) Security Cleared
9 27 (1.53%) ISEB
10 25 (1.41%) Postgraduate
11 16 (0.91%) SC Cleared
12 13 (0.74%) CCNA
12 13 (0.74%) MCP
13 12 (0.68%) PRINCE2 Certification
14 11 (0.62%) CCIE
14 11 (0.62%) MBA
15 9 (0.51%) CCDP
16 6 (0.34%) MCITP
17 5 (0.28%) CCIP
17 5 (0.28%) DV Cleared
Quality Assurance & Compliance
1 94 (5.32%) Data Quality
2 91 (5.15%) SLA
3 44 (2.49%) QA
4 16 (0.91%) ISO/IEC 27001
5 14 (0.79%) PCI DSS
6 12 (0.68%) ISO 9001
7 10 (0.57%) COSO
7 10 (0.57%) ISO22301
8 6 (0.34%) Basel III
8 6 (0.34%) COBIT
9 5 (0.28%) Sarbanes-Oxley
10 2 (0.11%) BS7799
10 2 (0.11%) PMBOK
10 2 (0.11%) SDET
10 2 (0.11%) Solvency II
11 1 (0.057%) COSHH
11 1 (0.057%) HL7
11 1 (0.057%) ISO 9000
11 1 (0.057%) ISO27005
11 1 (0.057%) TickIT
System Software
1 46 (2.60%) Active Directory
2 42 (2.38%) VMware Infrastructure
3 11 (0.62%) Xen
4 6 (0.34%) Hyper-V
4 6 (0.34%) NFS
4 6 (0.34%) vCloud
4 6 (0.34%) vSphere
5 5 (0.28%) Docker
5 5 (0.28%) Oracle RAC
6 3 (0.17%) Citrix Presentation Server
6 3 (0.17%) Forefront TMG
6 3 (0.17%) HDFS
6 3 (0.17%) ISA Server
6 3 (0.17%) VMware Server
6 3 (0.17%) XenApp
6 3 (0.17%) XenDesktop
7 1 (0.057%) Apache ZooKeeper
7 1 (0.057%) iptables
7 1 (0.057%) Terminal Server
7 1 (0.057%) VirtualBox
Systems Management
1 23 (1.30%) Puppet
2 16 (0.91%) Perfmon
3 10 (0.57%) Oracle Identity Manager
4 9 (0.51%) AirWatch
5 7 (0.40%) EMC NetWorker
5 7 (0.40%) Oracle RMAN
6 6 (0.34%) Data Guard
6 6 (0.34%) Oracle Enterprise Manager
7 4 (0.23%) McAfee ePO
8 3 (0.17%) Netcool
8 3 (0.17%) Oozie
8 3 (0.17%) SCCM
8 3 (0.17%) SCOM
9 2 (0.11%) Ansible
9 2 (0.11%) Netcool/OMNIbus
9 2 (0.11%) Tivoli
9 2 (0.11%) Tivoli Monitoring
9 2 (0.11%) Tivoli Storage Manager
10 1 (0.057%) CiscoWorks
10 1 (0.057%) HP Quality Center
Vendors
1 256 (14.49%) Microsoft
2 110 (6.23%) Tableau
3 103 (5.83%) Oracle
4 96 (5.43%) Google
5 78 (4.41%) Cisco
6 50 (2.83%) VMware
7 48 (2.72%) HP
8 36 (2.04%) Citrix
9 35 (1.98%) IBM
10 28 (1.58%) SAP
11 27 (1.53%) Dell
12 21 (1.19%) Teradata
13 19 (1.08%) Cognos
14 18 (1.02%) MicroStrategy
15 16 (0.91%) CheckPoint
15 16 (0.91%) F5
16 15 (0.85%) Red Hat
16 15 (0.85%) SolarWinds
17 14 (0.79%) Splunk
18 13 (0.74%) NetApp
Leeds, Yorkshire
La Fosse Associates Limited
Posted: 10 hours ago
Manchester, Lancashire
Uniting Ambition
Salary: £45k - 50k per year
Posted: 13 hours ago
London
Qualserv
Salary: Up to £50,000 per annum
Posted: 16 hours ago
City, London
Digital Gurus
Salary: £50000 - £80000 Per Annum + benefits
Posted: 17 hours ago
London
Churchill Frank
Salary: £30000 - £35000 per annum + Bonus, Benefits, more
Posted: 17 hours ago
South East London
Overseas Development Institute
Salary: From £32,600 to £38,917 per annum
Posted: 18 hours ago
Gainsborough, Lincolnshire
EasyWebRecruitment.com
Salary: £19,000-20,000 per annum
Posted: 19 hours ago
City, London
Oxbridge Answers
Salary: 55000 - 65000
Posted: 20 hours ago
London
Empiric.com
Posted: 21 hours ago
Central London / West End
ANSON MCCADE
Salary: £55,000 - £70,000
Posted: 21 hours ago
Warrington, Cheshire
Adria Solutions Ltd
Salary: £20000 - £30000 per annum
Posted: 21 hours ago
Surrey
People Source Consulting
Salary: £55000 - £60000 per annum + Benefits and bonus
Posted: 22 hours ago
West London
Real Time Recruitment Solutions
Salary: 40,000 to 45,000
Posted: 22 hours ago
Surrey
McGregor Boyall
Salary: £0.00 per annum + competitive £
Posted: 23 hours ago
Surrey
Opus Recruitment Solutions Ltd
Salary: £59000 - £60000 per annum, Benefits 10% Bonus & Excellent Benefits
Posted: Yesterday
London
Venturi
Salary: £25000.00 - £30000.00 per annum + bonus and benefits
Posted: Yesterday
London
Optimus Search
Posted: Yesterday
Cheshire
Oliver James Associates
Salary: a competitive benefits package
Posted: Yesterday
North West
Oliver James Associates
Salary: £60000 - £100000 per annum + an excellent benefits package
Posted: Yesterday
Bath, Avon
People Source Consulting
Salary: £55000 - £65000 per annum + bonus, gym, pension, healthcare
Posted: Yesterday
London
Burns Sheehan
Salary: £45000 - £50000 per annum + Benefits
Posted: Yesterday
Slough, Berkshire
Networking People
Salary: £35000 - £40000 per annum + Bonus + Benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £50000 - £75000 per annum
Posted: Yesterday
West London
McGregor Boyall
Salary: £35000.00 - £45000.00 per annum + bens
Posted: Yesterday
London
Stepstone
Salary: Competitive Salary plus 29 days holiday & Group Pension
Posted: Yesterday
London
Stepstone
Salary: Competitive Salary plus 29 days holiday & Group Pension
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £30,000 to £52,000 per annum Annual Bonus, Private Healthcare, Pe
Posted: Yesterday
London
ConSol Partners
Salary: £60000 - £80000 per annum + Equity
Posted: Yesterday
City, London
Energon People
Salary: £20000 - £25000 per annum
Posted: 2 days ago
City, London
Schroders plc
Salary: Unspecified
Posted: 2 days ago