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 salaries offered in IT jobs that have cited Statistics over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Statistics
Rank 320 331 346
Rank change year-on-year
+11 +15
Permanent jobs citing Statistics 867 986 933
As % of all permanent IT jobs located in England 0.94% 0.96% 0.87%
As % of the Miscellaneous category 2.27% 2.30% 2.12%
Number of salaries quoted 675 673 699
Median salary £47,500 £47,500 £43,500
Median salary % change year-on-year
- +9.19%
90% offered a salary of more than £30,000 £25,400 £28,500
10% offered a salary of more than £80,000 £80,000 £74,500
UK excluding London median salary £40,000 £39,500 £40,000
% change year-on-year
+1.26% -1.25%
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
38204 42949 43915
As % of all permanent IT jobs located in England 41.62% 41.73% 40.75%
Number of salaries quoted 31676 34350 34976
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,500 £27,500 £29,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Statistics
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Statistics as a proportion of all IT jobs with a match in 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 24 July 2016.

Statistics Salary Histogram in England

Statistics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the England region over the 3 months to 24 July 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London 0 463 £55,000 - 57
South East +41 208 £40,500 -19.00% 11
West Midlands +25 54 £37,500 -11.76% 2
Yorkshire +31 31 £26,220 +16.53% 11
North West +4 30 £40,000 -11.11% 8
East of England +5 29 £48,250 +8.42% 3
South West -6 25 £32,079 +28.31% 5
East Midlands -14 24 £32,000 -22.42% 1
North East +5 3 £44,738 +16.20% 1
Midlands +9 2 - -
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 24 July 2016, IT jobs citing Statistics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Statistics.

1 716 (38.91%) SQL
2 674 (36.63%) Mathematics
3 628 (34.13%) Analytics
4 611 (33.21%) Degree
5 600 (32.61%) Finance
6 522 (28.37%) Python
7 484 (26.30%) Analytical Skills
8 455 (24.73%) Computer Science
9 454 (24.67%) Machine Learning
10 399 (21.68%) R
11 296 (16.09%) Data Analysis
12 294 (15.98%) Big Data
13 290 (15.76%) Marketing
14 256 (13.91%) Java
15 254 (13.80%) PhD
16 253 (13.75%) Algorithms
17 241 (13.10%) SAS
18 236 (12.83%) Business Intelligence
19 233 (12.66%) Data Mining
20 228 (12.39%) Microsoft
21 221 (12.01%) SQL Server
22 218 (11.85%) Agile Software Development
23 212 (11.52%) ITIL
24 206 (11.20%) C++
25 191 (10.38%) Windows
26 190 (10.33%) Physics
26 190 (10.33%) Data Analytics
27 183 (9.95%) Hadoop
28 172 (9.35%) Visualisation
29 166 (9.02%) Linux

Statistics
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 241 (13.10%) SAS
2 125 (6.79%) Apache Spark
3 34 (1.85%) Apache
4 31 (1.68%) Apache Pig
5 26 (1.41%) MS Exchange
6 23 (1.25%) IIS
6 23 (1.25%) Skype for Business
7 21 (1.14%) Tomcat
8 20 (1.09%) Elasticsearch
9 15 (0.82%) Cloud Foundry
10 12 (0.65%) SharePoint
11 11 (0.60%) CMS
12 9 (0.49%) Exchange Server 2010
13 7 (0.38%) WebLogic
13 7 (0.38%) WordPress
14 6 (0.33%) BizTalk Server
15 5 (0.27%) Confluence
15 5 (0.27%) Drupal
15 5 (0.27%) Exchange Server 2013
16 4 (0.22%) Apache Solr
Applications
1 161 (8.75%) MS Excel
2 127 (6.90%) SPSS
3 106 (5.76%) MS PowerPoint
4 87 (4.73%) MS Office
5 13 (0.71%) Stata
6 9 (0.49%) Mathematica
7 8 (0.43%) GNU Octave
7 8 (0.43%) MS Visio
8 6 (0.33%) EViews
9 5 (0.27%) Gephi
9 5 (0.27%) Spreadsheet
10 4 (0.22%) MS Project
10 4 (0.22%) Weka
11 2 (0.11%) Maple
11 2 (0.11%) Photoshop
12 1 (0.054%) Adobe Creative Suite
12 1 (0.054%) Mathcad
12 1 (0.054%) S-PLUS
Business Applications
1 18 (0.98%) SAP Oil and Gas
2 14 (0.76%) FastStats
3 7 (0.38%) Unit4 Business World
4 6 (0.33%) Oracle BPM
5 5 (0.27%) MetaTrader
5 5 (0.27%) Remedy ITSM
6 2 (0.11%) Dynamics CRM
6 2 (0.11%) Oracle EBS
7 1 (0.054%) Cognos TM1
7 1 (0.054%) Dynamics AX
7 1 (0.054%) Magento
7 1 (0.054%) Oracle ERP
7 1 (0.054%) Oracle Financials
7 1 (0.054%) SAP CRM
7 1 (0.054%) SAP ERP
Cloud Services
1 87 (4.73%) Amazon AWS
2 44 (2.39%) Google Analytics
3 24 (1.30%) Microsoft Azure
3 24 (1.30%) Office 365
4 20 (1.09%) Adobe Analytics
5 16 (0.87%) Mimecast
6 15 (0.82%) SoftLayer
7 14 (0.76%) Sumo Logic
8 13 (0.71%) GitHub
9 10 (0.54%) Google Play
9 10 (0.54%) SaaS
10 9 (0.49%) Cloud Computing
11 6 (0.33%) Google Cloud Platform
12 4 (0.22%) Amazon Kinesis
13 3 (0.16%) AdWords
13 3 (0.16%) Amazon EC2
14 2 (0.11%) Amazon EMR
14 2 (0.11%) Amazon S3
14 2 (0.11%) Google Apps
14 2 (0.11%) iTunes
Communications & Networking
1 77 (4.18%) Internet
2 75 (4.08%) Wireless
3 67 (3.64%) Firewall
4 62 (3.37%) WAN
5 61 (3.32%) LAN
6 41 (2.23%) DNS
6 41 (2.23%) Network Security
7 40 (2.17%) SMS
8 38 (2.07%) Intranet
8 38 (2.07%) VPN
9 33 (1.79%) SAN
10 28 (1.52%) TCP/IP
11 25 (1.36%) SSL
12 23 (1.25%) Cisco ASA
12 23 (1.25%) IP Telephony
13 19 (1.03%) Cisco Wireless
14 16 (0.87%) Cisco ISE
14 16 (0.87%) DHCP
14 16 (0.87%) VLAN
14 16 (0.87%) WLAN
Database & Business Intelligence
1 294 (15.98%) Big Data
2 233 (12.66%) Data Mining
3 221 (12.01%) SQL Server
4 183 (9.95%) Hadoop
5 102 (5.54%) Data Warehouse
6 98 (5.33%) NoSQL
7 92 (5.00%) SQL Server Integration Services
8 84 (4.57%) Relational Database
9 74 (4.02%) Apache Hive
10 59 (3.21%) SQL Server Reporting Services
11 53 (2.88%) MySQL
12 47 (2.55%) SQL Server 2008
12 47 (2.55%) SQL Server 2012
13 44 (2.39%) PostgreSQL
14 42 (2.28%) Apache Cassandra
14 42 (2.28%) SQL Server Analysis Services
15 40 (2.17%) QlikView
16 38 (2.07%) RDBMS
17 37 (2.01%) MongoDB
18 31 (1.68%) OLAP
Development Applications
1 24 (1.30%) Git (software)
1 24 (1.30%) Jenkins
1 24 (1.30%) Team Foundation Server
2 20 (1.09%) Vagrant
3 19 (1.03%) JIRA
4 17 (0.92%) Subversion
5 15 (0.82%) NUnit
6 14 (0.76%) Maven
6 14 (0.76%) Visual Studio
7 9 (0.49%) Xcode
8 6 (0.33%) Selenium
9 5 (0.27%) SQL Server Management Studio (SSMS)
9 5 (0.27%) Talend Open Studio
9 5 (0.27%) TeamCity
10 4 (0.22%) ERwin
10 4 (0.22%) Grunt
10 4 (0.22%) Mercurial
11 3 (0.16%) Ranorex
11 3 (0.16%) Rhino Mocks
12 2 (0.11%) Toad
General
1 600 (32.61%) Finance
2 290 (15.76%) Marketing
3 122 (6.63%) Retail
4 95 (5.16%) Banking
5 77 (4.18%) Telecoms
6 70 (3.80%) Games
7 43 (2.34%) Front Office
8 28 (1.52%) International Banking
8 28 (1.52%) Law
9 26 (1.41%) Advertising
9 26 (1.41%) Financial Institution
10 25 (1.36%) Manufacturing
11 23 (1.25%) Publishing
12 19 (1.03%) Automotive
13 18 (0.98%) Electronics
14 17 (0.92%) French Language
14 17 (0.92%) Pharmaceutical
15 16 (0.87%) Legal
15 16 (0.87%) Local Government
15 16 (0.87%) Spanish Language
Job Titles
1 396 (21.52%) Analyst
2 363 (19.73%) Data Scientist
3 279 (15.16%) Developer
4 144 (7.83%) Data Analyst
5 104 (5.65%) Service Manager
6 101 (5.49%) Senior Data Scientist
7 77 (4.18%) Machine Learning Scientist
8 75 (4.08%) Junior
9 74 (4.02%) Administrator
10 66 (3.59%) SQL Developer
11 64 (3.48%) Senior Developer
12 63 (3.42%) Consultant
13 61 (3.32%) DBA
14 53 (2.88%) SQL DBA
15 52 (2.83%) C# Developer
15 52 (2.83%) Delivery Manager
15 52 (2.83%) Services Delivery Manager
16 51 (2.77%) Support Manager
17 46 (2.50%) Senior Analyst
18 45 (2.45%) Graduate
Libraries, Frameworks & Software Standards
1 104 (5.65%) .NET
2 94 (5.11%) HTML
3 60 (3.26%) NumPy
4 52 (2.83%) Flash
5 47 (2.55%) Natural Language Processing
6 44 (2.39%) CSS
6 44 (2.39%) Web Services
7 41 (2.23%) SciPy
8 35 (1.90%) Pandas
9 28 (1.52%) XML
10 26 (1.41%) MDX
10 26 (1.41%) RESTful
11 25 (1.36%) Spring
12 24 (1.30%) ASP.NET
13 22 (1.20%) D3.js
14 21 (1.14%) HTML5
14 21 (1.14%) WPF
15 19 (1.03%) scikit-learn
16 18 (0.98%) Django
16 18 (0.98%) Middleware
Miscellaneous
1 674 (36.63%) Mathematics
2 484 (26.30%) Analytical Skills
3 455 (24.73%) Computer Science
4 253 (13.75%) Algorithms
5 190 (10.33%) Physics
6 172 (9.35%) Visualisation
7 143 (7.77%) Economics
8 121 (6.58%) Data Centre
9 110 (5.98%) Management Information System
10 92 (5.00%) User Experience
11 56 (3.04%) Artificial Intelligence
11 56 (3.04%) Hedge funds
12 47 (2.55%) Fintech
13 43 (2.34%) Data Integration
14 41 (2.23%) Neural Network
15 40 (2.17%) Credit Risk
15 40 (2.17%) Equities
16 36 (1.96%) Mobile App
17 34 (1.85%) Foreign Exchange (FX)
18 32 (1.74%) Fixed Income
Operating Systems
1 191 (10.38%) Windows
2 166 (9.02%) Linux
3 92 (5.00%) Unix
4 64 (3.48%) Windows Server
5 38 (2.07%) Windows 7
6 33 (1.79%) Android
7 28 (1.52%) Apple iOS
7 28 (1.52%) Red Hat Enterprise Linux
8 26 (1.41%) CentOS
9 20 (1.09%) Windows Server 2008
10 16 (0.87%) Windows Phone
11 13 (0.71%) Windows Server 2012
12 10 (0.54%) Windows 10
12 10 (0.54%) Windows Server 2003
13 5 (0.27%) Ubuntu
14 4 (0.22%) Debian
14 4 (0.22%) Windows XP
15 2 (0.11%) VMS
15 2 (0.11%) Windows 2000
16 1 (0.054%) Solaris
Processes & Methodologies
1 628 (34.13%) Analytics
2 454 (24.67%) Machine Learning
3 296 (16.09%) Data Analysis
4 236 (12.83%) Business Intelligence
5 218 (11.85%) Agile Software Development
6 212 (11.52%) ITIL
7 190 (10.33%) Data Analytics
8 162 (8.80%) Predictive Modelling
9 133 (7.23%) Statistical Modelling
10 130 (7.07%) Service Delivery
11 120 (6.52%) Operations Research
12 114 (6.20%) Data Modelling
13 111 (6.03%) Statistical Analysis
14 104 (5.65%) E-Commerce
15 103 (5.60%) Mentoring
16 101 (5.49%) Software Engineering
17 91 (4.95%) Stakeholder Management
18 88 (4.78%) OO
19 82 (4.46%) Performance Tuning
20 81 (4.40%) ETL
Programming Languages
1 716 (38.91%) SQL
2 522 (28.37%) Python
3 399 (21.68%) R
4 256 (13.91%) Java
5 206 (11.20%) C++
6 142 (7.72%) MATLAB
7 133 (7.23%) C#
8 122 (6.63%) JavaScript
9 91 (4.95%) Scala
10 68 (3.70%) C
11 66 (3.59%) VBA
12 60 (3.26%) PowerShell
12 60 (3.26%) T-SQL
13 53 (2.88%) Ruby
14 40 (2.17%) Perl
15 26 (1.41%) Bash Shell
16 24 (1.30%) Clojure
16 24 (1.30%) Shell Script
17 20 (1.09%) Haskell
17 20 (1.09%) PL/SQL
Qualifications
1 611 (33.21%) Degree
2 254 (13.80%) PhD
3 55 (2.99%) Cisco Certification
4 39 (2.12%) ISEB
5 38 (2.07%) Microsoft Certification
6 33 (1.79%) CCNP
6 33 (1.79%) ITIL Certification
7 32 (1.74%) Security Cleared
8 31 (1.68%) CCNA
9 24 (1.30%) MCSA
10 22 (1.20%) CCIE
11 18 (0.98%) Postgraduate
12 14 (0.76%) MCSE
13 13 (0.71%) VMware Certified Professional (VCP)
14 12 (0.65%) SC Cleared
15 10 (0.54%) RHCA
15 10 (0.54%) RHCSA
16 8 (0.43%) MCITP
17 7 (0.38%) MCP
18 6 (0.33%) MBA
Quality Assurance & Compliance
1 157 (8.53%) SLA
2 75 (4.08%) QA
3 59 (3.21%) Data Quality
4 17 (0.92%) ISO/IEC 27001
5 13 (0.71%) ISO 9001
6 8 (0.43%) PCI DSS
7 6 (0.33%) COBIT
8 2 (0.11%) Basel III
8 2 (0.11%) ISO13485
8 2 (0.11%) MiFID
9 1 (0.054%) Actionable Recommendations
9 1 (0.054%) SDET
9 1 (0.054%) SSAE 16
System Software
1 75 (4.08%) Active Directory
2 62 (3.37%) VMware Infrastructure
3 21 (1.14%) vSphere
4 15 (0.82%) Docker
5 14 (0.76%) Virtual Desktop
6 13 (0.71%) XenApp
7 10 (0.54%) Virtual Servers
8 9 (0.49%) Terminal Services
9 8 (0.43%) Microsoft App-V
10 7 (0.38%) Hyper-V
11 5 (0.27%) NFS
11 5 (0.27%) Oracle RAC
11 5 (0.27%) VirtualBox
12 4 (0.22%) Apache ZooKeeper
12 4 (0.22%) XenServer
13 3 (0.16%) HDFS
13 3 (0.16%) Virtual Machines
14 2 (0.11%) iptables
14 2 (0.11%) VMware Server
14 2 (0.11%) XenDesktop
Systems Management
1 29 (1.58%) Puppet
2 20 (1.09%) Opscode Chef
3 17 (0.92%) Nagios
4 14 (0.76%) SCCM
5 10 (0.54%) Tivoli
6 8 (0.43%) Netcool
7 7 (0.38%) Data Guard
7 7 (0.38%) logstash
8 6 (0.33%) Kibana
8 6 (0.33%) Netcool/OMNIbus
8 6 (0.33%) Tivoli Monitoring
8 6 (0.33%) Tivoli Storage Manager
9 5 (0.27%) Perfmon
10 4 (0.22%) Norton AntiVirus
10 4 (0.22%) Oracle Enterprise Manager
10 4 (0.22%) Oracle RMAN
10 4 (0.22%) SCOM
10 4 (0.22%) SCVMM
10 4 (0.22%) SolarWinds Orion
11 3 (0.16%) HP Quality Center
Vendors
1 228 (12.39%) Microsoft
2 94 (5.11%) Oracle
2 94 (5.11%) Tableau
3 88 (4.78%) Google
4 86 (4.67%) Cisco
5 68 (3.70%) Citrix
6 62 (3.37%) VMware
7 45 (2.45%) SolarWinds
8 38 (2.07%) HP
9 37 (2.01%) Cadence
10 36 (1.96%) SAP
11 34 (1.85%) IBM
12 33 (1.79%) Red Hat
13 29 (1.58%) Remedy
14 27 (1.47%) Facebook
15 25 (1.36%) Splunk
16 22 (1.20%) Adobe
17 20 (1.09%) Apple
18 18 (0.98%) Avaya
18 18 (0.98%) PayPal
Manchester, Lancashire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum + Benefits
Posted: 10 hours ago
Bristol, Avon
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: 4 hours ago
Cheltenham, Gloucestershire
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: 4 hours ago
Swindon, Wiltshire
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: 4 hours ago
Oxford, Oxfordshire
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: 4 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £75000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
London
Harrington Starr
Salary: £50000 - £100000 per annum + Bonus + Benefits
Posted: Yesterday
London
Xcede
Posted: 3 days ago
Central London / West End
Harris Global
Salary: From £55,000 to £75,000 per annum Benefits + Bonus (market leading)
Posted: 2 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 3 days ago
London
Salt
Salary: £30000 - £35000 per annum + Benefits + Bonus
Posted: 4 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £Highly Competitive
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: DoE - £28k to £45k
Posted: 2 days ago
London
CPS Group UK
Salary: £25000 - £35000 per annum + penison, benefits
Posted: 3 days ago
Durham, County Durham
Big Wednesday Digital Ltd
Salary: £30000 - £50000 per annum + negotiable
Posted: 4 days ago
North London
Client Server
Salary: £50k to £70k + benefits
Posted: 2 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 3 days ago
City, London
Oliver James Associates
Salary: £40000 - £52000 per annum + benefits
Posted: 5 days ago
Manchester, Lancashire
Searchability
Salary: £24000 - £29000 per annum
Posted: 2 days ago
Central London / West End
Harris Global
Salary: From £40,000 to £60,000 per annum Benefits + Bonus (market leading)
Posted: 2 days ago
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year
Posted: 6 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 6 days ago
City, London
TEKsystems
Salary: £60000 - £70000 per annum
Posted: 4 days ago
South East London
Playtech
Salary: Competitive salary + benefits
Posted: 3 days ago
Central London / West End
Delphi Team
Salary: £30k to £40k + bonus + benefits
Posted: 5 days ago
Leeds, West Yorkshire
Oxbridge Answers
Salary: 40000 - 45000
Posted: 2 days ago
Leeds, West Yorkshire
Oxbridge Answers
Salary: 50000 - 55000
Posted: 2 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £40000 per annum
Posted: 4 days ago
Hull, North Humberside
Senitor Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 2 days ago