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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Statistics
Rank 292 357 345
Rank change year-on-year
+65 -12
Permanent jobs citing Statistics 923 852 907
As % of all permanent IT jobs located in England 1.03% 0.84% 0.85%
As % of the Miscellaneous category 2.49% 1.98% 2.11%
Number of salaries quoted 752 631 630
Median salary £46,000 £45,000 £40,500
Median salary % change year-on-year
+2.22% +11.11%
90% offered a salary of more than £28,000 £27,500 £27,000
10% offered a salary of more than £81,600 £77,500 £65,000
UK excluding London median 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
37075 43094 43042
As % of all permanent IT jobs located in England 41.19% 42.63% 40.29%
Number of salaries quoted 30555 35017 33917
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,500 £28,760 £28,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 26 September 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 26 September 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 +10 474 £57,500 +15.00% 57
South East +101 230 £40,000 +4.57% 15
North West +21 57 £40,000 -11.11% 10
South West -19 40 £28,000 -21.12% 5
West Midlands +4 37 £30,000 -20.00% 8
Yorkshire +26 32 £36,000 +6.66% 2
East of England +18 32 £55,000 +35.03% 11
East Midlands +12 16 £42,500 -29.16% 3
North East +9 7 £44,738 -10.52%
Midlands +8 7 £52,500 +40.00%
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 26 September 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.

1 659 (36.21%) SQL
2 632 (34.73%) Degree
3 630 (34.62%) Mathematics
4 598 (32.86%) Analytics
5 546 (30.00%) Finance
6 505 (27.75%) Python
7 462 (25.38%) Analytical Skills
8 445 (24.45%) Computer Science
9 414 (22.75%) Machine Learning
10 361 (19.84%) R
11 302 (16.59%) Big Data
12 298 (16.37%) Marketing
13 278 (15.27%) Data Analysis
14 261 (14.34%) Data Mining
15 250 (13.74%) PhD
16 246 (13.52%) Algorithms
17 234 (12.86%) SQL Server
18 223 (12.25%) Java
18 223 (12.25%) SAS
19 219 (12.03%) Business Intelligence
20 217 (11.92%) Microsoft
21 211 (11.59%) Agile Software Development
22 208 (11.43%) ITIL
23 207 (11.37%) Windows
24 185 (10.16%) Linux
25 183 (10.05%) MS Excel
25 183 (10.05%) Data Analytics
26 175 (9.62%) C++
27 158 (8.68%) Visualisation
28 154 (8.46%) SLA

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
1 223 (12.25%) SAS
2 137 (7.53%) Apache Spark
3 51 (2.80%) Apache
4 40 (2.20%) MS Exchange
5 30 (1.65%) IIS
6 23 (1.26%) Tomcat
7 21 (1.15%) Apache Pig
8 20 (1.10%) Elasticsearch
8 20 (1.10%) Skype for Business
9 18 (0.99%) Exchange Server 2010
10 15 (0.82%) Cloud Foundry
11 9 (0.49%) SharePoint
11 9 (0.49%) WebLogic
12 7 (0.38%) CMS
12 7 (0.38%) WordPress
13 6 (0.33%) Confluence
14 5 (0.27%) Drupal
14 5 (0.27%) Oracle Service Bus
15 4 (0.22%) Captiva
15 4 (0.22%) Documentum
Applications
1 183 (10.05%) MS Excel
2 140 (7.69%) SPSS
3 109 (5.99%) MS PowerPoint
4 99 (5.44%) MS Office
5 22 (1.21%) Stata
6 15 (0.82%) GNU Octave
7 12 (0.66%) Spreadsheet
8 10 (0.55%) MS Visio
9 4 (0.22%) EViews
10 3 (0.16%) Weka
11 2 (0.11%) Adobe Creative Suite
11 2 (0.11%) CPLEX
11 2 (0.11%) Final Cut Pro
11 2 (0.11%) Maple
11 2 (0.11%) MS Project
11 2 (0.11%) OmniGraffle
11 2 (0.11%) Photoshop
11 2 (0.11%) S-PLUS
12 1 (0.055%) Mathcad
12 1 (0.055%) Mathematica
Business Applications
1 25 (1.37%) FastStats
2 12 (0.66%) SAP Oil and Gas
3 8 (0.44%) Oracle BPM
4 6 (0.33%) Remedy ITSM
5 3 (0.16%) Oracle AML
5 3 (0.16%) Oracle EBS
5 3 (0.16%) Unit4 Business World
6 2 (0.11%) Oracle ERP
6 2 (0.11%) Oracle Financials
6 2 (0.11%) SAP ERP
7 1 (0.055%) Cognos TM1
7 1 (0.055%) Data Workbench
7 1 (0.055%) Dynamics AX
7 1 (0.055%) Magento
7 1 (0.055%) Revive Adserver
7 1 (0.055%) SAP CRM
Cloud Services
1 95 (5.22%) Amazon AWS
2 48 (2.64%) Office 365
3 39 (2.14%) Google Analytics
4 34 (1.87%) Microsoft Azure
5 24 (1.32%) Adobe Analytics
6 20 (1.10%) GitHub
7 19 (1.04%) Cloud Computing
8 16 (0.88%) IBM Cloud
8 16 (0.88%) SaaS
9 15 (0.82%) SoftLayer
10 14 (0.77%) Sumo Logic
11 12 (0.66%) Mimecast
12 7 (0.38%) Google Play
13 5 (0.27%) PaaS
14 4 (0.22%) Azure Machine Learning
15 3 (0.16%) Amazon EC2
15 3 (0.16%) IaaS
15 3 (0.16%) iTunes
16 2 (0.11%) AdWords
16 2 (0.11%) Google Cloud Platform
Communications & Networking
1 82 (4.51%) Wireless
2 78 (4.29%) Internet
3 64 (3.52%) WAN
4 63 (3.46%) LAN
5 58 (3.19%) Firewall
6 52 (2.86%) DNS
7 50 (2.75%) VPN
8 46 (2.53%) SAN
9 42 (2.31%) Network Security
10 41 (2.25%) Intranet
11 38 (2.09%) SMS
12 37 (2.03%) TCP/IP
13 29 (1.59%) DHCP
14 26 (1.43%) HTTP
14 26 (1.43%) VLAN
15 25 (1.37%) VoIP
16 23 (1.26%) SSL
17 19 (1.04%) IP Telephony
17 19 (1.04%) Wi-Fi
18 18 (0.99%) Cisco ASA
Database & Business Intelligence
1 302 (16.59%) Big Data
2 261 (14.34%) Data Mining
3 234 (12.86%) SQL Server
4 150 (8.24%) Hadoop
5 123 (6.76%) NoSQL
6 88 (4.84%) Data Warehouse
7 83 (4.56%) SQL Server Integration Services
8 80 (4.40%) MySQL
9 71 (3.90%) SQL Server Reporting Services
10 63 (3.46%) Relational Database
11 53 (2.91%) PostgreSQL
12 52 (2.86%) Apache Cassandra
13 51 (2.80%) SQL Server 2012
14 50 (2.75%) Apache Hive
15 45 (2.47%) MongoDB
16 38 (2.09%) SQL Server Analysis Services
17 35 (1.92%) QlikView
18 30 (1.65%) SQL Server 2008
19 28 (1.54%) HBase
20 27 (1.48%) RDBMS
Development Applications
1 27 (1.48%) Jenkins
2 26 (1.43%) Team Foundation Server
3 22 (1.21%) Git (software)
4 21 (1.15%) JIRA
5 18 (0.99%) Vagrant
6 17 (0.93%) NUnit
7 16 (0.88%) Maven
8 15 (0.82%) Visual Studio
9 14 (0.77%) Subversion
10 13 (0.71%) Ranorex
10 13 (0.71%) Rhino Mocks
11 8 (0.44%) SQL Server Management Studio (SSMS)
12 7 (0.38%) Selenium
12 7 (0.38%) Xcode
13 5 (0.27%) Talend Open Studio
14 3 (0.16%) TeamCity
15 2 (0.11%) Balsamiq Mockups
15 2 (0.11%) ERwin
15 2 (0.11%) LoadRunner
15 2 (0.11%) Visual Studio Team System
General
1 546 (30.00%) Finance
2 298 (16.37%) Marketing
3 103 (5.66%) Retail
4 71 (3.90%) Games
5 62 (3.41%) Banking
6 58 (3.19%) Telecoms
7 36 (1.98%) Front Office
8 28 (1.54%) Publishing
9 27 (1.48%) Financial Institution
10 25 (1.37%) Advertising
11 23 (1.26%) Automotive
12 21 (1.15%) French Language
13 20 (1.10%) Manufacturing
14 15 (0.82%) Law
15 14 (0.77%) International Banking
16 13 (0.71%) Electronics
16 13 (0.71%) Legal
17 12 (0.66%) Billing
18 11 (0.60%) Spanish Language
19 8 (0.44%) Local Government
Job Titles
1 382 (20.99%) Analyst
2 311 (17.09%) Data Scientist
3 260 (14.29%) Developer
4 139 (7.64%) Data Analyst
5 89 (4.89%) Service Manager
6 87 (4.78%) Senior Data Scientist
7 78 (4.29%) DBA
8 72 (3.96%) Administrator
9 69 (3.79%) Junior
10 66 (3.63%) SQL DBA
11 65 (3.57%) Machine Learning Scientist
12 57 (3.13%) Consultant
13 56 (3.08%) Insight Analyst
14 55 (3.02%) Delivery Manager
15 53 (2.91%) Services Delivery Manager
16 44 (2.42%) Network Engineer
17 42 (2.31%) C# Developer
17 42 (2.31%) Quantitative Developer
18 41 (2.25%) C++ Developer
19 38 (2.09%) Senior Developer
Libraries, Frameworks & Software Standards
1 83 (4.56%) .NET
2 80 (4.40%) HTML
3 49 (2.69%) Flash
4 46 (2.53%) Natural Language Processing
5 40 (2.20%) NumPy
6 32 (1.76%) CSS
7 29 (1.59%) Web Services
7 29 (1.59%) XML
8 25 (1.37%) Pandas
9 24 (1.32%) RESTful
10 23 (1.26%) SciPy
11 22 (1.21%) .NET Framework
12 20 (1.10%) Django
13 19 (1.04%) Ajax
13 19 (1.04%) AngularJS
13 19 (1.04%) ASP.NET
13 19 (1.04%) Spring
14 18 (0.99%) MDX
14 18 (0.99%) WPF
15 17 (0.93%) STL
Miscellaneous
1 630 (34.62%) Mathematics
2 462 (25.38%) Analytical Skills
3 445 (24.45%) Computer Science
4 246 (13.52%) Algorithms
5 158 (8.68%) Visualisation
6 151 (8.30%) Physics
7 133 (7.31%) Data Centre
8 124 (6.81%) Economics
9 115 (6.32%) Management Information System
10 68 (3.74%) User Experience
11 63 (3.46%) Hedge funds
12 61 (3.35%) Artificial Intelligence
13 47 (2.58%) Fintech
14 46 (2.53%) Neural Network
14 46 (2.53%) Social Media
15 41 (2.25%) Credit Risk
15 41 (2.25%) Data Structures
16 34 (1.87%) Foreign Exchange (FX)
17 33 (1.81%) Mobile App
17 33 (1.81%) Replication
Operating Systems
1 207 (11.37%) Windows
2 185 (10.16%) Linux
3 110 (6.04%) Unix
4 55 (3.02%) Windows Server
5 36 (1.98%) Windows 7
6 34 (1.87%) Apple iOS
7 32 (1.76%) Windows Server 2008
8 23 (1.26%) Red Hat Enterprise Linux
9 21 (1.15%) Android
9 21 (1.15%) CentOS
10 15 (0.82%) Windows Server 2012
11 12 (0.66%) Windows Phone
12 8 (0.44%) Solaris
12 8 (0.44%) Windows 10
12 8 (0.44%) Windows Server 2003
13 7 (0.38%) Ubuntu
14 5 (0.27%) Debian
14 5 (0.27%) Windows XP
15 3 (0.16%) Mac OS
16 1 (0.055%) Windows 2000
Processes & Methodologies
1 598 (32.86%) Analytics
2 414 (22.75%) Machine Learning
3 278 (15.27%) Data Analysis
4 219 (12.03%) Business Intelligence
5 211 (11.59%) Agile Software Development
6 208 (11.43%) ITIL
7 183 (10.05%) Data Analytics
8 141 (7.75%) Service Delivery
9 134 (7.36%) Predictive Modelling
10 124 (6.81%) Data Modelling
11 123 (6.76%) Statistical Modelling
12 118 (6.48%) Software Engineering
13 104 (5.71%) Mentoring
14 100 (5.49%) Statistical Analysis
15 94 (5.16%) ETL
16 90 (4.95%) E-Commerce
16 90 (4.95%) Performance Tuning
16 90 (4.95%) Stakeholder Management
17 88 (4.84%) Operations Research
18 84 (4.62%) OO
Programming Languages
1 659 (36.21%) SQL
2 505 (27.75%) Python
3 361 (19.84%) R
4 223 (12.25%) Java
5 175 (9.62%) C++
6 117 (6.43%) C#
7 109 (5.99%) MATLAB
8 83 (4.56%) JavaScript
9 82 (4.51%) PowerShell
10 81 (4.45%) Scala
11 77 (4.23%) T-SQL
12 56 (3.08%) VBA
13 51 (2.80%) C
14 44 (2.42%) Perl
14 44 (2.42%) Ruby
15 40 (2.20%) PHP
16 28 (1.54%) Bash Shell
17 25 (1.37%) Clojure
18 23 (1.26%) Shell Script
19 22 (1.21%) Haskell
Qualifications
1 632 (34.73%) Degree
2 250 (13.74%) PhD
3 64 (3.52%) Cisco Certification
4 45 (2.47%) Microsoft Certification
5 44 (2.42%) CCNA
6 40 (2.20%) ISEB
7 38 (2.09%) Security Cleared
8 34 (1.87%) CCNP
9 27 (1.48%) ITIL Certification
10 26 (1.43%) MCSA
11 25 (1.37%) VMware Certified Professional (VCP)
12 20 (1.10%) MCSE
13 16 (0.88%) CCIE
14 15 (0.82%) RHCA
14 15 (0.82%) RHCSA
15 14 (0.77%) SC Cleared
16 11 (0.60%) DV Cleared
17 10 (0.55%) Postgraduate
18 9 (0.49%) MCP
18 9 (0.49%) OCP
Quality Assurance & Compliance
1 154 (8.46%) SLA
2 69 (3.79%) QA
3 43 (2.36%) Data Quality
4 23 (1.26%) PCI DSS
5 18 (0.99%) ISO/IEC 27001
6 13 (0.71%) COBIT
7 12 (0.66%) ISO 9001
8 7 (0.38%) Actionable Recommendations
9 3 (0.16%) BS7799
10 2 (0.11%) Basel III
10 2 (0.11%) ISO13485
10 2 (0.11%) MiFID
10 2 (0.11%) SDET
11 1 (0.055%) IAS 39
11 1 (0.055%) SSAE 16
System Software
1 98 (5.38%) Active Directory
2 79 (4.34%) VMware Infrastructure
3 26 (1.43%) Virtual Desktop
3 26 (1.43%) vSphere
4 16 (0.88%) XenApp
5 15 (0.82%) Terminal Services
6 11 (0.60%) Virtual Servers
7 10 (0.55%) Docker
8 9 (0.49%) BitLocker
9 8 (0.44%) Hyper-V
9 8 (0.44%) Oracle RAC
10 5 (0.27%) Apache Flume
10 5 (0.27%) Firmware
10 5 (0.27%) Microsoft App-V
10 5 (0.27%) NFS
10 5 (0.27%) XenServer
11 4 (0.22%) HDFS
11 4 (0.22%) iptables
11 4 (0.22%) Job Entry Subsystem
11 4 (0.22%) Samba
Systems Management
1 25 (1.37%) Nagios
2 22 (1.21%) Puppet
3 21 (1.15%) SCCM
4 20 (1.10%) Opscode Chef
5 13 (0.71%) HP Quality Center
6 11 (0.60%) Failover Clustering
7 10 (0.55%) NetBackup
7 10 (0.55%) Tivoli
8 9 (0.49%) Norton AntiVirus
9 7 (0.38%) SolarWinds Orion
10 6 (0.33%) Perfmon
11 4 (0.22%) Cacti
11 4 (0.22%) HP Data Protector
11 4 (0.22%) Netcool
11 4 (0.22%) OpenView Configuration Management
11 4 (0.22%) Oracle ZFS
11 4 (0.22%) Red Hat Satellite
12 3 (0.16%) Cisco Prime
12 3 (0.16%) Data Guard
12 3 (0.16%) Oracle RMAN
Vendors
1 217 (11.92%) Microsoft
2 113 (6.21%) Oracle
3 104 (5.71%) Cisco
4 80 (4.40%) VMware
5 79 (4.34%) Tableau
6 71 (3.90%) Citrix
6 71 (3.90%) Google
7 45 (2.47%) Red Hat
8 44 (2.42%) HP
9 39 (2.14%) Cadence
9 39 (2.14%) SolarWinds
10 37 (2.03%) SAP
11 33 (1.81%) Splunk
12 29 (1.59%) IBM
13 28 (1.54%) Remedy
14 26 (1.43%) Adobe
15 25 (1.37%) Juniper
16 23 (1.26%) Facebook
17 17 (0.93%) CheckPoint
18 16 (0.88%) MicroStrategy
Exeter, Devon
set2recruit
Salary: £50000 - £80000 Per Annum Excellent
Posted: 13 hours ago
Buckinghamshire
Lawrence Harvey Enterprise
Salary: £400 - £500 per day
Posted: 10 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 13 hours ago
Manchester, Lancashire
Senitor Associates
Salary: £20000 - £25000 per annum + company benefits
Posted: 3 days ago
London
Parallel Consulting
Salary: £60000 - £70000 per annum
Posted: 3 days ago
Cambridgeshire
The One Group
Salary: Market related
Posted: 5 days ago
London
Oliver Bernard
Salary: £100000 - £120000 per annum
Posted: 4 days ago
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: 5 days ago
Reading, Berkshire
McGregor Boyall
Salary: £25000 - £27000 per annum + gym pen
Posted: 6 days ago
Cambridge, Cambridgeshire
Searchability
Salary: £30000 - £40000 per annum + benefits
Posted: 3 days ago
Peterborough, Cambridgeshire
Circle Recruitment
Salary: £20000 - £25000 per annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to c£60,000 DoE
Posted: 4 days ago
London
Creative Personnel
Salary: £35000 - £45000 per annum
Posted: 3 days ago
Central London / West End
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 3 days ago
London
Hays Finance Technology
Salary: £40000.00 - £50000.00 per annum
Posted: 4 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 4 days ago
London
Oho Group Ltd.
Salary: £60000 - £100000 per annum, Benefits lucrative bonuses
Posted: 5 days ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: 4 days ago
London
Creative Personnel
Salary: £45000 - £60000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £35000 per annum, Benefits Profit share scheme, Pension, Life
Posted: 5 days ago
London
ComputAppoint
Salary: £28000 - £30000 per annum + Benefits
Posted: 4 days ago
London
Oscar
Salary: £35000 - £45000 per annum
Posted: 3 days ago
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £25000 - £30000 per annum + Benefits
Posted: 5 days ago
London
Oho Group Ltd.
Salary: £40000 - £100000 per annum, Benefits Pension Scheme and Private health
Posted: 5 days ago
City, London
AdRoc Group
Posted: 6 days ago
London
Opilio Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 3 days ago
Central London / West End
Digitech Resourcing Ltd
Salary: From £55,000 to £85,000 per annum + Excellent benefits package
Posted: 5 days ago
London
UCL
Salary: From £42,304 to £49,904 per annum inclusive of London Allowance
Posted: 6 days ago
Gloucestershire
Spring Technology
Salary: £30000.00 - £34000.00 per annum + + Benefits
Posted: 5 days ago
Aylesbury, Buckinghamshire
Intelligent Recruitment
Salary: From £27,500 to £30,000 per annum Superb base with excellent training
Posted: Yesterday