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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Statistics
Rank 309 322 347
Rank change year-on-year
+13 +25
Permanent jobs citing Statistics 906 1015 966
As % of all permanent IT jobs located in England 0.99% 0.98% 0.87%
As % of the Miscellaneous category 2.36% 2.37% 2.10%
Number of salaries quoted 681 701 749
Median salary £47,500 £50,000 £45,000
Median salary % change year-on-year
-5.00% +11.11%
90% offered a salary of more than £30,000 £26,000 £28,500
10% offered a salary of more than £80,000 £80,000 £75,000
UK excluding London median salary £37,500 £40,000 £41,000
% change year-on-year
-6.25% -2.43%
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
38309 42891 45916
As % of all permanent IT jobs located in England 41.74% 41.38% 41.29%
Number of salaries quoted 31789 34369 36876
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,000 £27,500 £29,000
10% offered a salary of more than £80,000 £75,000 £75,000
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 29 June 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 29 June 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 +3 503 £55,000 - 51
South East +16 188 £40,000 -20.00% 14
West Midlands +17 62 £37,500 -6.25% 6
East of England -6 32 £40,000 -2.43% 4
Yorkshire +20 30 £26,000 +13.04% 9
South West +6 29 £35,000 +40.00% 6
East Midlands +6 28 £31,750 -25.29% 1
North West 0 28 £40,000 -11.11% 6
North East +6 4 £32,000 -16.88%
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 29 June 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.

1 756 (40.54%) SQL
2 691 (37.05%) Mathematics
3 626 (33.57%) Analytics
4 606 (32.49%) Finance
5 586 (31.42%) Degree
6 506 (27.13%) Python
7 500 (26.81%) Analytical Skills
8 454 (24.34%) Computer Science
9 451 (24.18%) Machine Learning
10 430 (23.06%) R
11 300 (16.09%) Big Data
12 296 (15.87%) Data Analysis
13 289 (15.50%) Marketing
14 258 (13.83%) Business Intelligence
15 257 (13.78%) Algorithms
16 249 (13.35%) Java
17 242 (12.98%) SAS
18 241 (12.92%) PhD
19 236 (12.65%) Microsoft
20 230 (12.33%) SQL Server
21 229 (12.28%) Agile Software Development
22 226 (12.12%) Data Mining
23 210 (11.26%) ITIL
24 190 (10.19%) C++
24 190 (10.19%) Hadoop
25 189 (10.13%) Physics
26 188 (10.08%) Data Analytics
27 176 (9.44%) Windows
28 175 (9.38%) Visualisation
29 163 (8.74%) 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
1 242 (12.98%) SAS
2 136 (7.29%) Apache Spark
3 34 (1.82%) Apache Pig
4 32 (1.72%) Apache
5 21 (1.13%) MS Exchange
5 21 (1.13%) Tomcat
6 20 (1.07%) IIS
7 19 (1.02%) Skype for Business
8 18 (0.97%) Elasticsearch
9 15 (0.80%) Cloud Foundry
10 12 (0.64%) SharePoint
11 11 (0.59%) CMS
12 8 (0.43%) BizTalk Server
12 8 (0.43%) Exchange Server 2010
13 7 (0.38%) Exchange Server 2013
13 7 (0.38%) WordPress
14 6 (0.32%) WebLogic
15 5 (0.27%) Drupal
16 4 (0.21%) Confluence
17 3 (0.16%) Apache Solr
Applications
1 162 (8.69%) MS Excel
2 129 (6.92%) SPSS
3 99 (5.31%) MS PowerPoint
4 84 (4.50%) MS Office
5 10 (0.54%) Mathematica
6 9 (0.48%) MS Visio
7 7 (0.38%) Stata
8 6 (0.32%) EViews
8 6 (0.32%) Gephi
8 6 (0.32%) GNU Octave
9 5 (0.27%) Spreadsheet
10 4 (0.21%) MS Project
10 4 (0.21%) Weka
11 2 (0.11%) Photoshop
12 1 (0.054%) Adobe Creative Suite
12 1 (0.054%) Mathcad
Business Applications
1 19 (1.02%) SAP Oil and Gas
2 11 (0.59%) FastStats
3 9 (0.48%) Unit4 Business World
4 5 (0.27%) MetaTrader
4 5 (0.27%) Oracle BPM
4 5 (0.27%) Remedy ITSM
5 2 (0.11%) Dynamics CRM
6 1 (0.054%) Cognos Business Intelligence
6 1 (0.054%) Dynamics AX
6 1 (0.054%) Magento
6 1 (0.054%) Oracle Financials
6 1 (0.054%) SAP CRM
Cloud Services
1 92 (4.93%) Amazon AWS
2 46 (2.47%) Google Analytics
3 26 (1.39%) Microsoft Azure
4 23 (1.23%) Office 365
5 20 (1.07%) Adobe Analytics
6 15 (0.80%) SoftLayer
7 14 (0.75%) Sumo Logic
8 13 (0.70%) Mimecast
9 11 (0.59%) GitHub
10 9 (0.48%) Cloud Computing
11 8 (0.43%) Google Play
11 8 (0.43%) SaaS
12 6 (0.32%) Google Cloud Platform
13 4 (0.21%) Amazon EC2
13 4 (0.21%) Amazon Kinesis
14 2 (0.11%) AdWords
14 2 (0.11%) Amazon EMR
14 2 (0.11%) Amazon S3
14 2 (0.11%) Google Apps
15 1 (0.054%) Amazon ELB
Communications & Networking
1 73 (3.91%) Internet
2 64 (3.43%) Firewall
3 63 (3.38%) Wireless
4 62 (3.32%) WAN
5 61 (3.27%) LAN
6 41 (2.20%) SMS
7 36 (1.93%) Network Security
7 36 (1.93%) VPN
8 35 (1.88%) DNS
9 33 (1.77%) Intranet
10 28 (1.50%) TCP/IP
11 26 (1.39%) SAN
12 23 (1.23%) Cisco ASA
13 19 (1.02%) SSL
14 18 (0.97%) IP Telephony
15 17 (0.91%) Cisco Wireless
16 16 (0.86%) MPLS
17 15 (0.80%) Cisco Nexus
17 15 (0.80%) SNMP
18 14 (0.75%) Unified Communications
Database & Business Intelligence
1 300 (16.09%) Big Data
2 230 (12.33%) SQL Server
3 226 (12.12%) Data Mining
4 190 (10.19%) Hadoop
5 119 (6.38%) Data Warehouse
6 103 (5.52%) NoSQL
7 101 (5.42%) SQL Server Integration Services
8 87 (4.66%) Relational Database
9 77 (4.13%) Apache Hive
10 59 (3.16%) SQL Server 2012
11 58 (3.11%) MySQL
11 58 (3.11%) SQL Server 2008
12 56 (3.00%) SQL Server Reporting Services
13 48 (2.57%) PostgreSQL
14 42 (2.25%) MongoDB
15 39 (2.09%) Apache Cassandra
15 39 (2.09%) SQL Server Analysis Services
16 38 (2.04%) RDBMS
17 34 (1.82%) QlikView
18 31 (1.66%) OLAP
Development Applications
1 23 (1.23%) Git (software)
1 23 (1.23%) Jenkins
2 22 (1.18%) Team Foundation Server
3 20 (1.07%) Vagrant
4 19 (1.02%) Subversion
5 18 (0.97%) JIRA
6 15 (0.80%) NUnit
7 13 (0.70%) Maven
7 13 (0.70%) Visual Studio
8 10 (0.54%) Selenium
9 8 (0.43%) Xcode
10 6 (0.32%) Mercurial
11 5 (0.27%) SQL Server Management Studio (SSMS)
11 5 (0.27%) TeamCity
12 4 (0.21%) ERwin
12 4 (0.21%) Grunt
12 4 (0.21%) Talend Open Studio
13 2 (0.11%) JUnit
13 2 (0.11%) Toad
14 1 (0.054%) Dreamweaver
General
1 606 (32.49%) Finance
2 289 (15.50%) Marketing
3 125 (6.70%) Retail
4 97 (5.20%) Banking
5 76 (4.08%) Telecoms
6 72 (3.86%) Games
7 33 (1.77%) Front Office
8 28 (1.50%) International Banking
9 27 (1.45%) Publishing
10 26 (1.39%) Manufacturing
11 25 (1.34%) Financial Institution
12 24 (1.29%) Advertising
12 24 (1.29%) Law
13 19 (1.02%) Legal
14 18 (0.97%) Automotive
14 18 (0.97%) Local Government
14 18 (0.97%) Pharmaceutical
14 18 (0.97%) Spanish Language
15 15 (0.80%) Electronics
16 14 (0.75%) French Language
Job Titles
1 408 (21.88%) Analyst
2 374 (20.05%) Data Scientist
3 283 (15.17%) Developer
4 158 (8.47%) Data Analyst
5 111 (5.95%) Senior Data Scientist
6 103 (5.52%) Service Manager
7 88 (4.72%) SQL Developer
8 79 (4.24%) Administrator
9 75 (4.02%) Machine Learning Scientist
10 73 (3.91%) Junior
11 61 (3.27%) Senior Developer
12 58 (3.11%) DBA
12 58 (3.11%) Senior Analyst
13 56 (3.00%) Consultant
13 56 (3.00%) Support Manager
14 54 (2.90%) C# Developer
15 52 (2.79%) SQL Analyst
15 52 (2.79%) SQL DBA
16 47 (2.52%) .NET Developer
17 46 (2.47%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 100 (5.36%) .NET
2 96 (5.15%) HTML
3 62 (3.32%) NumPy
4 51 (2.73%) Flash
5 49 (2.63%) Natural Language Processing
6 47 (2.52%) SciPy
7 43 (2.31%) CSS
8 41 (2.20%) Web Services
9 38 (2.04%) Pandas
10 34 (1.82%) D3.js
11 28 (1.50%) XML
12 25 (1.34%) ASP.NET
12 25 (1.34%) MDX
13 24 (1.29%) WPF
14 23 (1.23%) RESTful
14 23 (1.23%) Spring
15 22 (1.18%) scikit-learn
16 18 (0.97%) HTML5
16 18 (0.97%) Middleware
17 17 (0.91%) Kafka
Miscellaneous
1 691 (37.05%) Mathematics
2 500 (26.81%) Analytical Skills
3 454 (24.34%) Computer Science
4 257 (13.78%) Algorithms
5 189 (10.13%) Physics
6 175 (9.38%) Visualisation
7 155 (8.31%) Economics
8 131 (7.02%) Data Centre
9 109 (5.84%) Management Information System
10 100 (5.36%) User Experience
11 55 (2.95%) Artificial Intelligence
12 48 (2.57%) Data Integration
13 45 (2.41%) Fintech
14 43 (2.31%) Hedge funds
15 40 (2.14%) Applied Mathematics
16 39 (2.09%) Neural Network
17 38 (2.04%) Equities
18 35 (1.88%) Credit Risk
18 35 (1.88%) Mobile App
19 33 (1.77%) Fixed Income
Operating Systems
1 176 (9.44%) Windows
2 163 (8.74%) Linux
3 94 (5.04%) Unix
4 65 (3.49%) Windows Server
5 36 (1.93%) Windows 7
6 30 (1.61%) Red Hat Enterprise Linux
7 28 (1.50%) Android
8 27 (1.45%) CentOS
9 23 (1.23%) Windows Server 2008
10 22 (1.18%) Apple iOS
11 19 (1.02%) Windows Server 2012
12 14 (0.75%) Windows Server 2003
13 13 (0.70%) Windows Phone
14 10 (0.54%) Windows 10
15 5 (0.27%) Ubuntu
16 4 (0.21%) Debian
17 3 (0.16%) Windows XP
18 2 (0.11%) VMS
18 2 (0.11%) Windows 2000
19 1 (0.054%) Mac OS
Processes & Methodologies
1 626 (33.57%) Analytics
2 451 (24.18%) Machine Learning
3 296 (15.87%) Data Analysis
4 258 (13.83%) Business Intelligence
5 229 (12.28%) Agile Software Development
6 210 (11.26%) ITIL
7 188 (10.08%) Data Analytics
8 155 (8.31%) Predictive Modelling
9 140 (7.51%) Service Delivery
10 126 (6.76%) Statistical Modelling
11 117 (6.27%) Operations Research
12 115 (6.17%) E-Commerce
13 113 (6.06%) Mentoring
14 105 (5.63%) Data Modelling
15 104 (5.58%) Statistical Analysis
16 98 (5.25%) Stakeholder Management
17 94 (5.04%) Software Engineering
18 85 (4.56%) ETL
18 85 (4.56%) Performance Management
18 85 (4.56%) Performance Tuning
Programming Languages
1 756 (40.54%) SQL
2 506 (27.13%) Python
3 430 (23.06%) R
4 249 (13.35%) Java
5 190 (10.19%) C++
6 140 (7.51%) MATLAB
7 131 (7.02%) C#
8 126 (6.76%) JavaScript
9 92 (4.93%) Scala
10 72 (3.86%) C
11 65 (3.49%) VBA
12 61 (3.27%) T-SQL
13 55 (2.95%) PowerShell
14 51 (2.73%) Ruby
15 37 (1.98%) Perl
16 29 (1.55%) Shell Script
17 27 (1.45%) PL/SQL
18 23 (1.23%) Bash Shell
19 22 (1.18%) Clojure
20 17 (0.91%) Haskell
Qualifications
1 586 (31.42%) Degree
2 241 (12.92%) PhD
3 52 (2.79%) Cisco Certification
4 45 (2.41%) ISEB
5 39 (2.09%) ITIL Certification
6 38 (2.04%) Microsoft Certification
7 35 (1.88%) CCNP
8 29 (1.55%) Security Cleared
9 25 (1.34%) CCNA
10 22 (1.18%) CCIE
11 21 (1.13%) Postgraduate
12 18 (0.97%) MCSA
13 17 (0.91%) MCSE
14 12 (0.64%) SC Cleared
15 9 (0.48%) MCP
15 9 (0.48%) PRINCE2 Certification
15 9 (0.48%) VMware Certified Professional (VCP)
16 8 (0.43%) MBA
16 8 (0.43%) MCITP
16 8 (0.43%) RHCA
Quality Assurance & Compliance
1 161 (8.63%) SLA
2 72 (3.86%) QA
3 64 (3.43%) Data Quality
4 21 (1.13%) ISO/IEC 27001
5 16 (0.86%) ISO 9001
6 14 (0.75%) PCI DSS
7 6 (0.32%) COSO
7 6 (0.32%) ISO22301
8 3 (0.16%) COBIT
9 2 (0.11%) Basel III
9 2 (0.11%) MiFID
9 2 (0.11%) Sarbanes-Oxley
10 1 (0.054%) ISO13485
10 1 (0.054%) SSAE 16
System Software
1 67 (3.59%) Active Directory
2 59 (3.16%) VMware Infrastructure
3 19 (1.02%) vSphere
4 14 (0.75%) Docker
5 12 (0.64%) Virtual Desktop
6 11 (0.59%) XenApp
7 10 (0.54%) Virtual Servers
8 8 (0.43%) Microsoft App-V
8 8 (0.43%) Terminal Services
9 7 (0.38%) Hyper-V
10 6 (0.32%) Oracle RAC
11 5 (0.27%) NFS
11 5 (0.27%) VirtualBox
12 4 (0.21%) Apache ZooKeeper
12 4 (0.21%) XenServer
13 3 (0.16%) HDFS
13 3 (0.16%) vCloud
13 3 (0.16%) Virtual Machines
13 3 (0.16%) Xen
14 2 (0.11%) XenDesktop
Systems Management
1 33 (1.77%) Puppet
2 20 (1.07%) Opscode Chef
3 17 (0.91%) Nagios
4 14 (0.75%) SCCM
5 7 (0.38%) Data Guard
5 7 (0.38%) logstash
5 7 (0.38%) Netcool
6 6 (0.32%) Kibana
6 6 (0.32%) Netcool/OMNIbus
6 6 (0.32%) Tivoli
6 6 (0.32%) Tivoli Monitoring
6 6 (0.32%) Tivoli Storage Manager
7 5 (0.27%) Microsoft Clustering
7 5 (0.27%) Oracle Enterprise Manager
7 5 (0.27%) Perfmon
8 4 (0.21%) Network Intrusion Detection System
8 4 (0.21%) Oracle RMAN
8 4 (0.21%) SCOM
8 4 (0.21%) SCVMM
8 4 (0.21%) SolarWinds Orion
Vendors
1 236 (12.65%) Microsoft
2 99 (5.31%) Tableau
3 95 (5.09%) Google
4 92 (4.93%) Oracle
5 79 (4.24%) Cisco
6 65 (3.49%) Citrix
7 61 (3.27%) VMware
8 41 (2.20%) Cadence
9 37 (1.98%) SolarWinds
10 35 (1.88%) HP
10 35 (1.88%) SAP
11 30 (1.61%) Remedy
12 29 (1.55%) Facebook
13 28 (1.50%) IBM
14 27 (1.45%) Red Hat
15 22 (1.18%) Adobe
16 21 (1.13%) Splunk
17 20 (1.07%) CheckPoint
18 18 (0.97%) PayPal
19 16 (0.86%) Apple
Kent
Apollo Solutions
Salary: £60000 - £70000 per annum + Bonus
Posted: 13 hours ago
City, London
Careerwise UK Limited
Salary: £50000 - £60000 per annum
Posted: 11 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £70000 per annum
Posted: 12 hours ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: Yesterday
South East London
Bluetownonline
Salary: £28000 - £35000 per annum
Posted: 12 hours ago
London
British Museum
Salary: £31,988 per annum
Posted: Yesterday
London
Harris Global
Salary: From £45,000 to £60,000 per annum Benefits + Bonus (market leading)
Posted: 9 hours ago
Cambridge, Cambridgeshire
ISL
Salary: £35000 - £65000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum
Posted: 2 days ago
London
Exposed Solutions
Salary: £20000 - £30000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Rullion IT Plus
Salary: £26000 - £44000 per annum + Bonus + Ex Bens
Posted: 2 days ago
Reading, Berkshire
Vantage Recruitment Solutions Ltd
Salary: From £22,000 to £28,000 per annum + Benefits
Posted: 5 days ago
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £24298.00 - £28142.00 per annum + excellent benefits
Posted: 11 hours ago
Leeds, West Yorkshire
Lorien Resourcing
Posted: 14 hours ago
London
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: 19 hours ago
Stoke-On-Trent, Staffordshire
Senitor Associates
Salary: £30000 - £40000 per annum + Benefits
Posted: Yesterday
Exeter, Devon
set2recruit
Salary: Competitive Salary and Benefits Package
Posted: 5 days ago
City, London
Client Server
Salary: £40k to £45k + benefits
Posted: 5 days ago
London
Harvey Nash plc
Salary: £50000 - £63000 per annum
Posted: Yesterday
Liverpool, Merseyside
Yodel
Posted: 20 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 5 days ago
London
Oho Group Ltd.
Salary: £35k - 100k per year
Posted: 3 days ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + plus package and bonus
Posted: Yesterday
Bracknell, Berkshire
Morgan Mckinley
Salary: From £41,000 to £45,000 per annum
Posted: 14 hours ago
Central London / West End
Client Server
Salary: £45k to £65k (multiple roles) + benefits
Posted: 2 days ago
Manchester, Lancashire
Searchability
Salary: £25000 - £29000 per annum
Posted: 2 days ago
London
First Point
Salary: £55000.00 - £65000.00 per annum
Posted: 5 days ago
Liverpool, Merseyside
HAYS INFORMATION TECHNOLOGY
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: Yesterday