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 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Statistics
Rank 311 341 318
Rank change year-on-year
+30 -23
Permanent jobs citing Statistics 977 908 1042
As % of all permanent IT jobs located in England 1.01% 0.88% 0.93%
As % of the Miscellaneous category 2.37% 2.16% 2.24%
Number of salaries quoted 749 645 849
Average salary £50,500 £47,500 £45,000
Average salary % change year-on-year
+6.31% +5.55%
90% offered a salary of more than £27,500 £26,000 £27,500
10% offered a salary of more than £82,500 £70,000 £75,000
UK excluding London average salary £40,000 £40,000 £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
41233 42114 46585
As % of all permanent IT jobs located in England 42.61% 40.65% 41.80%
Number of salaries quoted 33680 33592 37217
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,500 £27,500 £28,500
10% offered a salary of more than £80,000 £75,000 £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 29 April 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 29 April 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 +71 574 £60,000 +9.09% 60
South East -11 138 £45,000 -10.00% 16
West Midlands +17 60 £27,500 -45.00% 8
North West -8 53 £45,000 +12.50% 13
East of England -26 49 £44,500 -1.11% 7
South West +3 39 £41,000 +5.12% 8
East Midlands +14 37 £50,000 +42.85% 4
Yorkshire -6 23 £23,500 -17.54% 10
North East +5 6 £32,500 +30.00% 1
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 29 April 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.

1 736 (40.02%) SQL
2 714 (38.83%) Mathematics
3 589 (32.03%) Degree
4 587 (31.92%) Analytics
5 564 (30.67%) Finance
6 502 (27.30%) Analytical Skills
7 479 (26.05%) Computer Science
8 477 (25.94%) Python
9 457 (24.85%) R
10 419 (22.78%) Machine Learning
11 285 (15.50%) Big Data
12 282 (15.33%) Java
13 278 (15.12%) Business Intelligence
14 276 (15.01%) Algorithms
15 266 (14.46%) SQL Server
16 262 (14.25%) Marketing
17 259 (14.08%) Agile Software Development
18 255 (13.87%) Data Analysis
19 252 (13.70%) Microsoft
20 250 (13.59%) SAS
21 239 (13.00%) Data Mining
22 226 (12.29%) PhD
23 215 (11.69%) Physics
24 204 (11.09%) Hadoop
25 198 (10.77%) Visualisation
26 194 (10.55%) ITIL
27 185 (10.06%) C++
28 166 (9.03%) Economics
28 166 (9.03%) Data Analytics
29 165 (8.97%) MS Excel

Statistics
Top Related IT Skills in England by Category

For the 6 months to 29 April 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
1 250 (13.59%) SAS
2 135 (7.34%) Apache Spark
3 47 (2.56%) Apache Pig
4 29 (1.58%) Apache
5 25 (1.36%) Skype for Business
6 22 (1.20%) IIS
7 19 (1.03%) Elasticsearch
8 14 (0.76%) Tomcat
9 12 (0.65%) MS Exchange
9 12 (0.65%) SharePoint
10 11 (0.60%) Node.js
11 10 (0.54%) BizTalk Server
12 9 (0.49%) Exchange Server 2013
13 7 (0.38%) Cloud Foundry
14 5 (0.27%) CMS
14 5 (0.27%) Moodle
14 5 (0.27%) SharePoint 2010
15 4 (0.22%) Apache Solr
15 4 (0.22%) IPython
15 4 (0.22%) SharePoint 2013
Applications
1 165 (8.97%) MS Excel
2 136 (7.40%) SPSS
3 70 (3.81%) MS Office
4 66 (3.59%) MS PowerPoint
5 13 (0.71%) MS Visio
6 11 (0.60%) Gephi
6 11 (0.60%) GNU Octave
6 11 (0.60%) Mathematica
7 6 (0.33%) MS Project
8 5 (0.27%) Adobe Illustrator
8 5 (0.27%) EViews
8 5 (0.27%) OmniGraffle
9 4 (0.22%) Spreadsheet
9 4 (0.22%) Stata
9 4 (0.22%) Weka
10 3 (0.16%) InfoPath
11 2 (0.11%) GenStat
11 2 (0.11%) Photoshop
11 2 (0.11%) S-PLUS
12 1 (0.054%) Adobe Creative Suite
Business Applications
1 14 (0.76%) SAP Oil and Gas
2 11 (0.60%) Unit4 Business World
3 9 (0.49%) FastStats
4 5 (0.27%) Adobe Campaign
4 5 (0.27%) MetaTrader
5 4 (0.22%) Dynamics CRM
6 2 (0.11%) Cognos Business Intelligence
6 2 (0.11%) Dynamics AX
6 2 (0.11%) Remedy ITSM
7 1 (0.054%) Oracle BPM
7 1 (0.054%) SAP CO
7 1 (0.054%) SAP CRM
7 1 (0.054%) SAP FI
7 1 (0.054%) SAP FI/CO
7 1 (0.054%) Towers Watson Igloo
Cloud Services
1 81 (4.40%) Amazon AWS
2 40 (2.18%) Google Analytics
3 30 (1.63%) Microsoft Azure
4 16 (0.87%) Cloud Computing
5 12 (0.65%) Adobe Analytics
5 12 (0.65%) Office 365
6 10 (0.54%) Mimecast
7 9 (0.49%) GitHub
8 7 (0.38%) Google Cloud Platform
8 7 (0.38%) SaaS
8 7 (0.38%) SoftLayer
9 6 (0.33%) Sumo Logic
10 4 (0.22%) AdWords
10 4 (0.22%) Amazon Kinesis
11 2 (0.11%) Amazon S3
11 2 (0.11%) Google Apps
12 1 (0.054%) Amazon EC2
12 1 (0.054%) Amazon EMR
12 1 (0.054%) AWS Lambda
12 1 (0.054%) SmartFocus
Communications & Networking
1 76 (4.13%) Firewall
2 71 (3.86%) WAN
3 66 (3.59%) LAN
4 59 (3.21%) Internet
5 41 (2.23%) Wireless
6 37 (2.01%) Network Security
7 35 (1.90%) VPN
8 34 (1.85%) MPLS
9 30 (1.63%) Cisco ASA
9 30 (1.63%) TCP/IP
10 29 (1.58%) SMS
11 28 (1.52%) DNS
11 28 (1.52%) Intranet
12 25 (1.36%) DWDM
13 24 (1.31%) Unified Communications
14 22 (1.20%) Cisco Nexus
15 21 (1.14%) Cisco Wireless
16 20 (1.09%) NGN
16 20 (1.09%) Packet Switching
17 19 (1.03%) SAN
Database & Business Intelligence
1 285 (15.50%) Big Data
2 266 (14.46%) SQL Server
3 239 (13.00%) Data Mining
4 204 (11.09%) Hadoop
5 138 (7.50%) Data Warehouse
6 125 (6.80%) NoSQL
7 113 (6.14%) SQL Server Integration Services
8 87 (4.73%) SQL Server 2012
9 80 (4.35%) Apache Hive
10 76 (4.13%) Relational Database
11 72 (3.92%) MySQL
12 68 (3.70%) SQL Server 2008
13 55 (2.99%) SQL Server Reporting Services
14 47 (2.56%) MongoDB
15 34 (1.85%) QlikView
15 34 (1.85%) SQL Server Analysis Services
16 33 (1.79%) Oracle Database
16 33 (1.79%) PostgreSQL
16 33 (1.79%) RDBMS
17 32 (1.74%) OLAP
Development Applications
1 26 (1.41%) Git (software)
2 24 (1.31%) Team Foundation Server
3 23 (1.25%) Maven
4 18 (0.98%) Subversion
5 16 (0.87%) NUnit
6 13 (0.71%) Jenkins
7 11 (0.60%) JIRA
8 10 (0.54%) Mercurial
9 9 (0.49%) SQL Server Management Studio (SSMS)
9 9 (0.49%) Vagrant
9 9 (0.49%) Visual Studio
10 8 (0.44%) Xcode
11 7 (0.38%) Selenium
12 5 (0.27%) Axure RP
12 5 (0.27%) TeamCity
13 4 (0.22%) Grunt
13 4 (0.22%) Oracle APEX
14 2 (0.11%) AnthillPro
14 2 (0.11%) Gradle
14 2 (0.11%) SoapUI
General
1 564 (30.67%) Finance
2 262 (14.25%) Marketing
3 120 (6.53%) Retail
4 74 (4.02%) Banking
5 70 (3.81%) Games
6 58 (3.15%) Telecoms
7 39 (2.12%) Front Office
8 28 (1.52%) Legal
9 24 (1.31%) Law
10 23 (1.25%) Publishing
11 21 (1.14%) Pharmaceutical
12 20 (1.09%) Advertising
13 18 (0.98%) Local Government
13 18 (0.98%) Manufacturing
14 17 (0.92%) International Banking
15 15 (0.82%) Financial Institution
15 15 (0.82%) German Language
16 13 (0.71%) Spanish Language
17 12 (0.65%) Electronics
18 11 (0.60%) Retail Banking
Job Titles
1 421 (22.89%) Analyst
2 360 (19.58%) Data Scientist
3 306 (16.64%) Developer
4 163 (8.86%) Data Analyst
5 110 (5.98%) SQL Developer
6 106 (5.76%) Senior Data Scientist
7 89 (4.84%) Service Manager
8 70 (3.81%) Junior
9 65 (3.53%) Administrator
10 61 (3.32%) DBA
11 59 (3.21%) Business Intelligence Developer
12 58 (3.15%) C# Developer
13 57 (3.10%) SQL Analyst
14 56 (3.05%) Machine Learning Scientist
14 56 (3.05%) Senior Analyst
15 55 (2.99%) SQL DBA
16 53 (2.88%) SQL BI Developer
17 52 (2.83%) Senior Developer
18 51 (2.77%) .NET Developer
18 51 (2.77%) SSIS Developer
Libraries, Frameworks & Software Standards
1 121 (6.58%) .NET
2 110 (5.98%) HTML
3 78 (4.24%) NumPy
4 64 (3.48%) SciPy
5 54 (2.94%) Natural Language Processing
6 53 (2.88%) CSS
7 51 (2.77%) Web Services
8 49 (2.66%) Pandas
9 45 (2.45%) D3.js
10 38 (2.07%) Flash
10 38 (2.07%) XML
11 29 (1.58%) AngularJS
12 28 (1.52%) ASP.NET
13 23 (1.25%) WPF
14 22 (1.20%) scikit-learn
15 21 (1.14%) MDX
16 20 (1.09%) Esper
16 20 (1.09%) Pyramid
16 20 (1.09%) RESTful
17 19 (1.03%) HTML5
Miscellaneous
1 714 (38.83%) Mathematics
2 502 (27.30%) Analytical Skills
3 479 (26.05%) Computer Science
4 276 (15.01%) Algorithms
5 215 (11.69%) Physics
6 198 (10.77%) Visualisation
7 166 (9.03%) Economics
8 124 (6.74%) Management Information System
9 113 (6.14%) Data Centre
10 94 (5.11%) User Experience
11 65 (3.53%) Artificial Intelligence
12 58 (3.15%) Data Integration
13 57 (3.10%) Applied Mathematics
13 57 (3.10%) Hedge funds
14 35 (1.90%) Equities
14 35 (1.90%) Neural Network
15 34 (1.85%) Mobile App
15 34 (1.85%) Social Media
16 32 (1.74%) Data Structures
17 30 (1.63%) Replication
Operating Systems
1 163 (8.86%) Linux
2 148 (8.05%) Windows
3 93 (5.06%) Unix
4 55 (2.99%) Windows Server
5 43 (2.34%) Red Hat Enterprise Linux
6 30 (1.63%) CentOS
7 26 (1.41%) Android
8 22 (1.20%) Windows Server 2012
9 20 (1.09%) Windows 7
9 20 (1.09%) Windows Server 2003
10 19 (1.03%) Apple iOS
11 17 (0.92%) Windows Server 2008
12 10 (0.54%) Windows Phone
13 4 (0.22%) Windows 10
14 3 (0.16%) Ubuntu
14 3 (0.16%) Windows 2000
15 2 (0.11%) VMS
15 2 (0.11%) Windows XP
16 1 (0.054%) Debian
16 1 (0.054%) Windows 8
Processes & Methodologies
1 587 (31.92%) Analytics
2 419 (22.78%) Machine Learning
3 278 (15.12%) Business Intelligence
4 259 (14.08%) Agile Software Development
5 255 (13.87%) Data Analysis
6 194 (10.55%) ITIL
7 166 (9.03%) Data Analytics
8 133 (7.23%) Service Delivery
9 128 (6.96%) Statistical Modelling
10 126 (6.85%) Predictive Modelling
11 121 (6.58%) E-Commerce
12 120 (6.53%) Data Modelling
13 108 (5.87%) Mentoring
14 103 (5.60%) Software Engineering
15 90 (4.89%) Data Visualisation
16 89 (4.84%) Operations Research
17 87 (4.73%) ETL
18 84 (4.57%) Performance Tuning
19 81 (4.40%) Open Source
19 81 (4.40%) Statistical Analysis
Programming Languages
1 736 (40.02%) SQL
2 477 (25.94%) Python
3 457 (24.85%) R
4 282 (15.33%) Java
5 185 (10.06%) C++
6 160 (8.70%) C#
7 146 (7.94%) MATLAB
8 133 (7.23%) JavaScript
9 92 (5.00%) Scala
10 90 (4.89%) C
11 68 (3.70%) VBA
12 67 (3.64%) T-SQL
13 55 (2.99%) Shell Script
14 52 (2.83%) PowerShell
15 41 (2.23%) Perl
15 41 (2.23%) Ruby
16 33 (1.79%) PL/SQL
17 19 (1.03%) Clojure
18 17 (0.92%) Bash Shell
19 16 (0.87%) Haskell
Qualifications
1 589 (32.03%) Degree
2 226 (12.29%) PhD
3 49 (2.66%) Cisco Certification
4 45 (2.45%) ITIL Certification
5 42 (2.28%) CCNP
6 41 (2.23%) ISEB
7 34 (1.85%) Microsoft Certification
8 29 (1.58%) Security Cleared
9 23 (1.25%) MCSE
10 21 (1.14%) Postgraduate
11 18 (0.98%) CCIE
12 17 (0.92%) CCNA
13 15 (0.82%) SC Cleared
14 12 (0.65%) PRINCE2 Certification
15 11 (0.60%) MBA
15 11 (0.60%) MCP
16 9 (0.49%) CCDP
17 8 (0.44%) MCDBA
18 7 (0.38%) CISSP
18 7 (0.38%) MCSA
Quality Assurance & Compliance
1 122 (6.63%) SLA
2 70 (3.81%) Data Quality
3 65 (3.53%) QA
4 15 (0.82%) ISO/IEC 27001
4 15 (0.82%) PCI DSS
5 14 (0.76%) ISO 9001
6 10 (0.54%) COSO
6 10 (0.54%) ISO22301
7 4 (0.22%) Sarbanes-Oxley
8 2 (0.11%) Basel III
8 2 (0.11%) COBIT
8 2 (0.11%) MiFID
8 2 (0.11%) PMBOK
8 2 (0.11%) SDET
9 1 (0.054%) COSHH
9 1 (0.054%) ISO 9000
9 1 (0.054%) ISO27005
9 1 (0.054%) Solvency II
9 1 (0.054%) TickIT
System Software
1 51 (2.77%) VMware Infrastructure
2 45 (2.45%) Active Directory
3 13 (0.71%) Docker
4 11 (0.60%) Xen
5 9 (0.49%) vSphere
6 7 (0.38%) Oracle RAC
7 6 (0.33%) vCloud
8 5 (0.27%) Apache ZooKeeper
9 4 (0.22%) HDFS
9 4 (0.22%) Microsoft App-V
9 4 (0.22%) XenApp
9 4 (0.22%) XenDesktop
10 3 (0.16%) Citrix Presentation Server
11 2 (0.11%) Hyper-V
11 2 (0.11%) iptables
11 2 (0.11%) NFS
11 2 (0.11%) VirtualBox
11 2 (0.11%) VMware Server
12 1 (0.054%) Postfix
12 1 (0.054%) Terminal Server
Systems Management
1 37 (2.01%) Puppet
2 11 (0.60%) Opscode Chef
3 9 (0.49%) Perfmon
4 8 (0.44%) Oracle Enterprise Manager
4 8 (0.44%) SCCM
5 7 (0.38%) AirWatch
5 7 (0.38%) Data Guard
5 7 (0.38%) Nagios
6 6 (0.33%) EMC NetWorker
6 6 (0.33%) Kibana
6 6 (0.33%) logstash
6 6 (0.33%) Netcool
6 6 (0.33%) Netcool/OMNIbus
6 6 (0.33%) Tivoli
6 6 (0.33%) Tivoli Monitoring
6 6 (0.33%) Tivoli Storage Manager
7 5 (0.27%) Oracle RMAN
8 3 (0.16%) Ansible
8 3 (0.16%) SCOM
8 3 (0.16%) SCVMM
Vendors
1 252 (13.70%) Microsoft
2 104 (5.66%) Oracle
3 99 (5.38%) Google
4 90 (4.89%) Tableau
5 83 (4.51%) Cisco
6 56 (3.05%) VMware
7 45 (2.45%) Citrix
8 36 (1.96%) HP
9 35 (1.90%) Cadence
10 31 (1.69%) SAP
10 31 (1.69%) SolarWinds
11 27 (1.47%) Dell
12 24 (1.31%) IBM
13 23 (1.25%) CheckPoint
14 22 (1.20%) F5
15 20 (1.09%) Facebook
16 19 (1.03%) Remedy
17 18 (0.98%) Splunk
18 16 (0.87%) Cognos
19 15 (0.82%) Avaya
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £27255.00 - £28635.00 per annum + Excellent benefits
Posted: 10 hours ago
Hull, North Humberside
Senitor Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 10 hours ago
Slough, Berkshire
Connected IT
Salary: £20000 - £27000 per annum + bens
Posted: 12 hours ago
London
Scott-Merrick LLP
Salary: Benefits & Bonus
Posted: 12 hours ago
London
Mills Goodwin Talent Network
Salary: From £36,000 to £40,000 per annum + Car, 15% pension, bonus, BUPA etc
Posted: 12 hours ago
London
Burns Sheehan
Salary: £45000 - £50000 per annum + Benefits
Posted: 12 hours ago
Oxford, Oxfordshire
ECM Selection
Salary: to £60,000 DoE
Posted: 13 hours ago
Leicestershire
Ashdown IT
Salary: £20000 - £25000 per annum
Posted: 13 hours ago
Fleet, Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000 - £35000 per annum + benefits
Posted: 16 hours ago
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year + Great Benefits
Posted: 18 hours ago
London
Consulting Point Executive Search and Selection Ltd
Salary: car allowance, Pension, bonus
Posted: Yesterday
Bristol, Avon
Aximis (West) Limited
Salary: Up to £35K + Excellent Benefits
Posted: Yesterday
Cheltenham, Gloucestershire
Aximis (West) Limited
Salary: Up to £35K + Excellent Benefits
Posted: Yesterday
Swindon, Wiltshire
Aximis (West) Limited
Salary: Up to £35K + Excellent Benefits
Posted: Yesterday
Oxford, Oxfordshire
Aximis (West) Limited
Salary: Up to £35K + Excellent Benefits
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £70000 per annum, Benefits Benefits
Posted: Yesterday
Bristol, Avon
Auburn Rose
Salary: From £18,000 to £20,000 per annum + Benefits
Posted: Yesterday
London
Mills Goodwin Talent Network
Salary: From £25,000 to £30,000 per annum + pension, healthcare, hols etc
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
Northern Recruitment Group
Salary: Up to £50,000 per annum
Posted: Yesterday
Yorkshire
The Bridge Ltd
Salary: £ Market Rates
Posted: Yesterday
City, London
Careerwise UK Limited
Salary: £90000 - £120000 per annum + bonus + benefits
Posted: Yesterday
Harrogate, North Yorkshire
Fruition IT Resources Limited
Salary: £60000 - £70000 per annum + Benefits
Posted: Yesterday
Slough, Berkshire
McGregor Boyall
Salary: £24000.00 per annum + pkg
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 2 days ago
Bristol, Avon
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £40000.00 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Redrock Consulting Ltd
Salary: £20000.00 - £30000.00 per annum
Posted: 2 days ago
City, London
onezeero.
Salary: £100000 - £140000 per annum + bonus & bens
Posted: 2 days ago
City, London
onezeero.
Salary: £50000 - £80000 per annum + bonus & bens
Posted: 2 days ago
Bristol, Avon
Maximise Recruitment
Salary: From £50,000 to £55,000 per annum Discretionary bonus scheme
Posted: 2 days ago
Nottingham, Nottinghamshire
EMBS Ltd
Salary: To 23k (depends on experience)
Posted: 2 days ago