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 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Statistics
Rank 309 312 309
Rank change year-on-year
+3 -3
Permanent jobs citing Statistics 954 952 846
As % of all permanent IT jobs located in England 0.93% 0.87% 0.83%
As % of the Miscellaneous category 2.30% 2.20% 2.04%
Number of salaries quoted 656 715 640
Average salary £47,500 £42,500 £42,500
Average salary % change year-on-year
+11.76% -
90% offered a salary of more than £25,000 £28,500 £27,500
10% offered a salary of more than £80,000 £75,000 £67,250
UK excluding London average salary £39,500 £38,750 £37,500
% change year-on-year
+1.93% +3.33%
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
41535 43201 41409
As % of all permanent IT jobs located in England 40.62% 39.51% 40.69%
Number of salaries quoted 33275 34237 33636
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 £27,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £40,000 £40,000 £40,000

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 31 July 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 31 July 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 +2 524 £55,000 +10.00% 80
South East -6 181 £49,000 +20.98% 14
East of England +5 53 £44,500 +8.53% 6
South West -2 47 £27,000 -22.85% 9
North West -18 45 £45,000 +20.00% 16
East Midlands +32 41 £41,250 +10.00% 4
Yorkshire +3 32 £22,500 -37.93% 3
West Midlands -18 25 £42,500 +18.05% 6
Midlands -6 7 £35,000 - 1
North East -13 1 £38,500 -
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 31 July 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.

1 860 (45.72%) SQL
2 731 (38.86%) Analytics
3 717 (38.12%) Degree
4 677 (35.99%) Mathematics
5 631 (33.55%) Analytical Skills
6 526 (27.96%) Finance
7 395 (21.00%) Microsoft
8 385 (20.47%) Computer Science
9 375 (19.94%) Python
10 368 (19.56%) R
11 340 (18.08%) SAS
12 333 (17.70%) Marketing
13 305 (16.21%) Big Data
14 290 (15.42%) Windows
15 287 (15.26%) Java
16 280 (14.89%) MS Excel
17 264 (14.04%) Business Intelligence
18 263 (13.98%) Agile Software Development
19 254 (13.50%) Data Analysis
20 245 (13.02%) Data Mining
21 234 (12.44%) SPSS
22 233 (12.39%) Linux
23 229 (12.17%) Visualisation
24 227 (12.07%) SQL Server
24 227 (12.07%) Algorithms
25 226 (12.01%) ITIL
26 225 (11.96%) Hadoop
27 176 (9.36%) Oracle
28 161 (8.56%) PhD
28 161 (8.56%) Retail

Statistics
Top Related IT Skills in England by Category

For the 6 months to 31 July 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
1 340 (18.08%) SAS
2 61 (3.24%) Apache Spark
3 60 (3.19%) Apache Pig
4 55 (2.92%) MS Exchange
5 38 (2.02%) SharePoint
5 38 (2.02%) Apache
6 29 (1.54%) IIS
7 25 (1.33%) Apache Solr
8 24 (1.28%) CMS
9 22 (1.17%) Exchange Server 2010
10 16 (0.85%) Exchange Server 2013
11 12 (0.64%) Drupal
12 10 (0.53%) Exchange Server 2003
13 9 (0.48%) Lync
14 8 (0.43%) WordPress
14 8 (0.43%) Exchange Server 2007
15 6 (0.32%) SharePoint Server
15 6 (0.32%) WebLogic
15 6 (0.32%) Elasticsearch
16 5 (0.27%) OpenStack
Applications
1 280 (14.89%) MS Excel
2 234 (12.44%) SPSS
3 125 (6.65%) MS Office
4 102 (5.42%) MS PowerPoint
5 21 (1.12%) MS Visio
6 15 (0.80%) Spreadsheet
7 11 (0.58%) Stata
8 8 (0.43%) Photoshop
8 8 (0.43%) Weka
8 8 (0.43%) GNU Octave
9 7 (0.37%) CPLEX
9 7 (0.37%) MS Project
10 6 (0.32%) S-PLUS
10 6 (0.32%) PowerPivot
11 5 (0.27%) InDesign
12 4 (0.21%) Vensim
13 3 (0.16%) Adobe Illustrator
13 3 (0.16%) Mathematica
14 2 (0.11%) Adobe After Effects
14 2 (0.11%) FastStats
Business Applications
1 20 (1.06%) Oracle Applications
2 10 (0.53%) WebTrends
2 10 (0.53%) Adobe Campaign
3 8 (0.43%) Cognos Planning
3 8 (0.43%) Oracle Financials
4 7 (0.37%) SAP APO
5 6 (0.32%) Cognos TM1
6 5 (0.27%) Dynamics CRM
6 5 (0.27%) Cognos Controller
6 5 (0.27%) Cognos Business Intelligence
6 5 (0.27%) Oracle Cash Management
6 5 (0.27%) Temenos T24
7 4 (0.21%) Unica
8 2 (0.11%) Remedy ITSM
8 2 (0.11%) MetaTrader
8 2 (0.11%) Magento
9 1 (0.053%) Oracle EBS R12
9 1 (0.053%) SAP InfiniteInsight
9 1 (0.053%) assyst
9 1 (0.053%) Oracle EBS
Cloud Services
1 84 (4.47%) Google Analytics
2 43 (2.29%) Microsoft Azure
3 29 (1.54%) Amazon AWS
4 28 (1.49%) SaaS
5 12 (0.64%) Adobe Analytics
5 12 (0.64%) Taleo
5 12 (0.64%) Responsys
6 11 (0.58%) Office 365
6 11 (0.58%) Amazon EMR
7 6 (0.32%) Mimecast
7 6 (0.32%) Azure Machine Learning
7 6 (0.32%) IaaS
7 6 (0.32%) PaaS
8 5 (0.27%) Cloud Computing
9 3 (0.16%) Amazon EC2
10 2 (0.11%) SmartFocus
10 2 (0.11%) GitHub
10 2 (0.11%) Amazon ELB
11 1 (0.053%) Route 53
11 1 (0.053%) Amazon CloudWatch
Communications & Networking
1 93 (4.94%) Firewall
2 72 (3.83%) TCP/IP
3 65 (3.46%) WAN
3 65 (3.46%) LAN
4 46 (2.45%) DNS
4 46 (2.45%) Internet
5 40 (2.13%) SAN
6 33 (1.75%) VPN
7 32 (1.70%) DHCP
8 25 (1.33%) MPLS
9 20 (1.06%) HTTP
10 19 (1.01%) Wireless
11 18 (0.96%) BIG-IP
11 18 (0.96%) VoIP
12 17 (0.90%) Intranet
13 15 (0.80%) Cisco ASA
13 15 (0.80%) Cisco Nexus
14 11 (0.58%) VLAN
14 11 (0.58%) SMTP
15 10 (0.53%) SNMP
Database & Business Intelligence
1 305 (16.21%) Big Data
2 245 (13.02%) Data Mining
3 227 (12.07%) SQL Server
4 225 (11.96%) Hadoop
5 109 (5.79%) Relational Database
6 106 (5.64%) Data Warehouse
7 103 (5.48%) SQL Server Reporting Services
8 98 (5.21%) Apache Hive
9 81 (4.31%) SQL Server 2008
10 75 (3.99%) MySQL
11 72 (3.83%) NoSQL
12 65 (3.46%) HBase
13 62 (3.30%) SQL Server Integration Services
13 62 (3.30%) QlikView
14 54 (2.87%) SQL Server Analysis Services
15 44 (2.34%) Text Mining
15 44 (2.34%) Oracle Reports
15 44 (2.34%) SQL Server 2012
16 38 (2.02%) OLAP
17 33 (1.75%) Oracle Database
Development Applications
1 31 (1.65%) SQL Server Management Studio (SSMS)
2 30 (1.59%) Team Foundation Server
3 18 (0.96%) NUnit
4 17 (0.90%) Git (software)
5 14 (0.74%) Jenkins
5 14 (0.74%) Visual Studio
6 8 (0.43%) Talend Open Studio
7 6 (0.32%) Apache Ivy
7 6 (0.32%) Dreamweaver
7 6 (0.32%) Selenium
8 5 (0.27%) Maven
8 5 (0.27%) TestDirector
9 4 (0.21%) LoadRunner
9 4 (0.21%) Eclipse
10 3 (0.16%) Toad
11 2 (0.11%) JIRA
12 1 (0.053%) Oracle APEX
12 1 (0.053%) Ant
12 1 (0.053%) MSTest
12 1 (0.053%) Cucumber
General
1 526 (27.96%) Finance
2 333 (17.70%) Marketing
3 161 (8.56%) Retail
4 97 (5.16%) Banking
5 89 (4.73%) Telecoms
6 41 (2.18%) Publishing
6 41 (2.18%) Legal
7 38 (2.02%) Advertising
8 35 (1.86%) Games
9 27 (1.44%) Pharmaceutical
10 26 (1.38%) Front Office
11 24 (1.28%) Law
12 22 (1.17%) Manufacturing
13 20 (1.06%) Automotive
14 18 (0.96%) Back Office
15 14 (0.74%) Investment Banking
16 12 (0.64%) Financial Institution
17 6 (0.32%) Billing
18 4 (0.21%) French Language
18 4 (0.21%) Japanese Language
Job Titles
1 497 (26.42%) Analyst
2 267 (14.19%) Data Scientist
3 223 (11.86%) Developer
4 186 (9.89%) Data Analyst
5 86 (4.57%) Senior Analyst
6 83 (4.41%) DBA
7 78 (4.15%) Administrator
8 75 (3.99%) Consultant
9 67 (3.56%) SQL DBA
10 59 (3.14%) Business Analyst
11 51 (2.71%) Graduate
12 47 (2.50%) Insight Analyst
13 46 (2.45%) Junior
13 46 (2.45%) Senior Developer
13 46 (2.45%) Service Manager
14 45 (2.39%) Java Developer
15 41 (2.18%) SQL Server DBA
16 39 (2.07%) Systems Administrator
17 38 (2.02%) Technical Manager
18 35 (1.86%) Systems Engineer
Libraries, Frameworks & Software Standards
1 88 (4.68%) HTML
2 75 (3.99%) .NET
3 59 (3.14%) CSS
4 41 (2.18%) XML
5 37 (1.97%) jQuery
6 28 (1.49%) Web Services
7 26 (1.38%) HTML5
8 24 (1.28%) D3.js
8 24 (1.28%) ASP.NET
9 20 (1.06%) Ajax
10 19 (1.01%) CSS3
11 18 (0.96%) LAMP
12 17 (0.90%) WSH
12 17 (0.90%) FIX Protocol
12 17 (0.90%) WPF
13 13 (0.69%) .NET Framework
14 11 (0.58%) Pandas
15 10 (0.53%) Lucene
15 10 (0.53%) Flash
15 10 (0.53%) NumPy
Miscellaneous
1 677 (35.99%) Mathematics
2 631 (33.55%) Analytical Skills
3 385 (20.47%) Computer Science
4 229 (12.17%) Visualisation
5 227 (12.07%) Algorithms
6 149 (7.92%) Economics
7 141 (7.50%) Physics
8 117 (6.22%) Management Information System
9 74 (3.93%) Data Centre
10 60 (3.19%) Replication
11 58 (3.08%) Data Extraction
12 54 (2.87%) Neural Network
12 54 (2.87%) User Experience
13 43 (2.29%) Social Media
14 39 (2.07%) Applied Mathematics
14 39 (2.07%) NHS
15 35 (1.86%) Digital Media
16 32 (1.70%) Foreign Exchange (FX)
17 31 (1.65%) Enterprise Software
18 26 (1.38%) Artificial Intelligence
Operating Systems
1 290 (15.42%) Windows
2 233 (12.39%) Linux
3 107 (5.69%) UNIX
4 93 (4.94%) Windows Server 2008
5 64 (3.40%) Windows 7
6 53 (2.82%) Windows Server 2003
7 52 (2.76%) Red Hat Enterprise Linux
8 33 (1.75%) Windows Server 2012
9 27 (1.44%) Windows XP
10 22 (1.17%) Windows 8
11 20 (1.06%) Apple iOS
11 20 (1.06%) Android
12 17 (0.90%) Solaris
13 12 (0.64%) CentOS
13 12 (0.64%) Oracle Linux
14 7 (0.37%) Windows Phone
15 2 (0.11%) Windows Vista
15 2 (0.11%) AIX
16 1 (0.053%) HPUX
16 1 (0.053%) Ubuntu
Processes & Methodologies
1 731 (38.86%) Analytics
2 264 (14.04%) Business Intelligence
3 263 (13.98%) Agile Software Development
4 254 (13.50%) Data Analysis
5 226 (12.01%) ITIL
6 140 (7.44%) Statistical Analysis
7 135 (7.18%) Machine Learning
8 124 (6.59%) Statistical Modelling
9 119 (6.33%) Service Delivery
10 117 (6.22%) Project Management
11 108 (5.74%) Data Modelling
12 101 (5.37%) Performance Tuning
12 101 (5.37%) Predictive Modelling
13 97 (5.16%) Data Analytics
14 93 (4.94%) Incident Management
15 90 (4.78%) Predictive Analytics
16 89 (4.73%) Operations Research
17 87 (4.63%) Mentoring
18 84 (4.47%) Data Management
19 80 (4.25%) Stakeholder Management
Programming Languages
1 860 (45.72%) SQL
2 375 (19.94%) Python
3 368 (19.56%) R
4 287 (15.26%) Java
5 152 (8.08%) MATLAB
6 129 (6.86%) T-SQL
7 115 (6.11%) VBA
8 109 (5.79%) C#
9 108 (5.74%) C++
10 78 (4.15%) PowerShell
11 73 (3.88%) JavaScript
12 69 (3.67%) C
13 66 (3.51%) Perl
14 56 (2.98%) Shell Script
15 49 (2.60%) PHP
16 47 (2.50%) Scala
17 46 (2.45%) PL/SQL
18 36 (1.91%) Ruby
19 20 (1.06%) Clojure
20 19 (1.01%) VB
Qualifications
1 717 (38.12%) Degree
2 161 (8.56%) PhD
3 74 (3.93%) Microsoft Certification
4 59 (3.14%) ITIL Certification
5 51 (2.71%) Cisco Certification
6 47 (2.50%) Security Cleared
7 42 (2.23%) MCSE
8 40 (2.13%) PRINCE2 Certification
9 32 (1.70%) CCNA
10 31 (1.65%) CCNP
11 30 (1.59%) ISEB
12 28 (1.49%) SC Cleared
13 21 (1.12%) ITIL Foundation Certificate
14 19 (1.01%) MCP
15 16 (0.85%) MCTS
16 14 (0.74%) IBM Certification
17 13 (0.69%) Postgraduate
18 10 (0.53%) MCITP
19 9 (0.48%) CCIE
20 7 (0.37%) HND
Quality Assurance & Compliance
1 89 (4.73%) SLA
2 77 (4.09%) QA
3 22 (1.17%) ISO/IEC 27001
4 14 (0.74%) ISO 9001
5 12 (0.64%) Data Quality
6 5 (0.27%) ISO 14001
7 2 (0.11%) Basel II
7 2 (0.11%) PCI DSS
8 1 (0.053%) Basel III
8 1 (0.053%) Solvency II
8 1 (0.053%) BS7799
8 1 (0.053%) Sarbanes-Oxley
8 1 (0.053%) P3O
System Software
1 113 (6.01%) Active Directory
2 82 (4.36%) VMware Infrastructure
3 57 (3.03%) Hyper-V
4 31 (1.65%) VMware ESX
5 29 (1.54%) HDFS
6 22 (1.17%) Oracle RAC
7 10 (0.53%) KVM
8 9 (0.48%) NFS
8 9 (0.48%) Firmware
9 8 (0.43%) vSphere
10 7 (0.37%) VirtualBox
11 6 (0.32%) Apache Flume
11 6 (0.32%) Docker
12 5 (0.27%) LXC
12 5 (0.27%) Slurm Workload Manager
12 5 (0.27%) Veritas Cluster Server
12 5 (0.27%) XenApp
12 5 (0.27%) Terminal Services
12 5 (0.27%) Xen
13 3 (0.16%) ISA Server
Systems Management
1 22 (1.17%) Tivoli
2 21 (1.12%) Puppet
3 18 (0.96%) SCCM
4 17 (0.90%) Graphite
5 16 (0.85%) SCOM
6 14 (0.74%) NetBackup
7 8 (0.43%) Backup Exec
7 8 (0.43%) Norton AntiVirus
7 8 (0.43%) HP Quality Center
8 7 (0.37%) Vagrant
8 7 (0.37%) Opscode Chef
8 7 (0.37%) Nagios
8 7 (0.37%) Oracle RMAN
9 6 (0.32%) Cacti
9 6 (0.32%) SolarWinds Orion
10 5 (0.27%) Ganglia
10 5 (0.27%) HP SIM
10 5 (0.27%) Data Guard
10 5 (0.27%) ZABBIX
10 5 (0.27%) Symantec Endpoint Protection
Vendors
1 395 (21.00%) Microsoft
2 176 (9.36%) Oracle
3 142 (7.55%) Tableau
4 105 (5.58%) VMware
5 95 (5.05%) Google
6 93 (4.94%) IBM
7 70 (3.72%) Cisco
8 46 (2.45%) HP
9 45 (2.39%) Citrix
10 43 (2.29%) SAP
10 43 (2.29%) Cognos
11 41 (2.18%) Red Hat
12 35 (1.86%) F5
13 34 (1.81%) MicroStrategy
14 32 (1.70%) CheckPoint
15 24 (1.28%) ServiceNow
16 23 (1.22%) SolarWinds
16 23 (1.22%) Alteryx
16 23 (1.22%) Symantec
17 22 (1.17%) Omniture
North London
Digital Gurus
Salary: £30000 - £40000 Per Annum + benefits
Posted: 2 hours ago
Birmingham, West Midlands (County)
Venturi
Salary: £19000 - £26000 per annum + Bonus + Benefits
Posted: 3 hours ago
London
Jonathan Garth
Salary: From £65,000 to £90,000 per annum Excellent Package
Posted: 3 hours ago
Central London / West End
Digital Gurus
Salary: £40000 - £60000 Per Annum
Posted: 4 hours ago
Central London / West End
Digital Gurus
Salary: £40000 - £50000 Per Annum Benefits
Posted: 4 hours ago
West London
Digital Gurus
Salary: £30000 - £40000 Per Annum
Posted: 4 hours ago
East London
Digital Gurus
Salary: £45000 - £50000 Per Annum
Posted: 4 hours ago
East London
Digital Gurus
Salary: £30000 - £40000 Per Annum
Posted: 4 hours ago
Salford, Lancashire
Premier IT
Salary: £17000 - £21000 per annum + benefits
Posted: 4 hours ago
London
Churchill Frank
Posted: 4 hours ago
London
Churchill Frank
Posted: 4 hours ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 5 hours ago
North London
Clearwater People Solutions
Salary: £25000 - £30000 Per Annum + benefits
Posted: 6 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £48000 per annum + Benefits
Posted: 7 hours ago
Warrington, Cheshire
Your Housing Group
Salary: From £33,600 to £42,000 per annum plus excellent benefits
Posted: 8 hours ago
London
Parallel Consulting
Salary: £35000 - £50000 per annum + bonus, pension, health care
Posted: 11 hours ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 per annum
Posted: 11 hours ago
City, London
Senitor Associates
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: 12 hours ago
Kensington And Chelsea, London
TLP Consultancy
Salary: Package
Posted: 22 hours ago
Hemel Hempstead, Hertfordshire
Sopra Steria Recruitment Limited
Posted: 22 hours ago