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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Statistics
Rank 315 349 367
Rank change year-on-year
+34 +18
Permanent jobs citing Statistics 825 885 855
As % of all permanent IT jobs located in England 0.97% 0.89% 0.79%
As % of the Miscellaneous category 2.37% 2.08% 1.96%
Number of salaries quoted 650 696 621
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £30,000 £29,000 £26,000
10% offered a salary of more than £85,000 £80,000 £65,000
UK excluding London median salary £38,000 £39,000 £40,000
% change year-on-year
-2.56% -2.50%
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
34784 42522 43570
As % of all permanent IT jobs located in England 40.81% 42.75% 40.46%
Number of salaries quoted 28607 34321 35489
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 £29,453 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £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 5 December 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 5 December 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 +33 432 £60,000 +9.09% 63
South East +62 146 £40,000 +2.56% 14
North West +1 97 £34,500 -13.75% 14
East of England +2 39 £46,750 +3.88% 11
West Midlands -20 39 £30,000 -7.69% 4
South West -9 31 £31,000 -5.05% 15
Yorkshire +25 23 £45,000 +5.88% 6
East Midlands -3 15 £42,500 +18.05% 3
North East +5 3 £29,000 -3.33% 1
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 5 December 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.

1 644 (36.78%) Mathematics
2 629 (35.92%) Degree
3 624 (35.64%) SQL
4 504 (28.78%) Analytics
5 475 (27.13%) Finance
6 469 (26.78%) Python
7 454 (25.93%) Analytical Skills
8 427 (24.39%) Computer Science
9 371 (21.19%) Machine Learning
10 363 (20.73%) R
11 293 (16.73%) Big Data
12 281 (16.05%) Marketing
13 264 (15.08%) PhD
14 251 (14.33%) Microsoft
15 230 (13.14%) SQL Server
16 227 (12.96%) Algorithms
17 225 (12.85%) SAS
18 214 (12.22%) Data Analysis
19 210 (11.99%) MS Excel
20 207 (11.82%) Windows
21 204 (11.65%) Data Mining
22 202 (11.54%) ITIL
22 202 (11.54%) Agile Software Development
23 193 (11.02%) Java
24 186 (10.62%) Business Intelligence
25 167 (9.54%) Linux
25 167 (9.54%) Apache Spark
26 162 (9.25%) Data Analytics
27 161 (9.19%) Hadoop
28 150 (8.57%) 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
1 225 (12.85%) SAS
2 167 (9.54%) Apache Spark
3 65 (3.71%) Apache
4 37 (2.11%) MS Exchange
5 27 (1.54%) Elasticsearch
6 24 (1.37%) IIS
7 23 (1.31%) Skype for Business
8 21 (1.20%) Exchange Server 2010
9 20 (1.14%) SharePoint
10 18 (1.03%) Tomcat
11 12 (0.69%) Apache Pig
12 10 (0.57%) CMS
13 8 (0.46%) Oracle SOA Suite
14 7 (0.40%) WebLogic
15 6 (0.34%) Confluence
16 5 (0.29%) Apache Solr
16 5 (0.29%) Drupal
16 5 (0.29%) Oracle Service Bus
17 4 (0.23%) Captiva
17 4 (0.23%) WordPress
Applications
1 210 (11.99%) MS Excel
2 140 (8.00%) SPSS
3 113 (6.45%) MS PowerPoint
4 112 (6.40%) MS Office
5 32 (1.83%) Stata
6 12 (0.69%) MS Visio
7 11 (0.63%) GNU Octave
8 9 (0.51%) Spreadsheet
9 7 (0.40%) Photoshop
10 6 (0.34%) MS Project
11 5 (0.29%) Chatbot
12 3 (0.17%) EViews
12 3 (0.17%) Maple
12 3 (0.17%) S-PLUS
13 2 (0.11%) Adobe Creative Suite
13 2 (0.11%) CPLEX
13 2 (0.11%) Final Cut Pro
13 2 (0.11%) OmniGraffle
14 1 (0.057%) Gephi
14 1 (0.057%) Simulink
Business Applications
1 30 (1.71%) FastStats
2 8 (0.46%) Oracle BPM
3 5 (0.29%) Oracle EBS
3 5 (0.29%) Remedy ITSM
4 4 (0.23%) Oracle ERP
5 3 (0.17%) Oracle AML
6 2 (0.11%) Dynamics CRM
6 2 (0.11%) Oracle EBS R12
6 2 (0.11%) SAP ERP
6 2 (0.11%) WebTrends
7 1 (0.057%) Cognos TM1
7 1 (0.057%) Data Workbench
7 1 (0.057%) Magento
7 1 (0.057%) Oracle 11i
7 1 (0.057%) Oracle Financials
7 1 (0.057%) Revive Adserver
7 1 (0.057%) SAP CO
7 1 (0.057%) SAP FI
7 1 (0.057%) SAP FI/CO
7 1 (0.057%) SAP Oil and Gas
Cloud Services
1 91 (5.20%) Amazon AWS
2 53 (3.03%) Office 365
3 34 (1.94%) Google Analytics
4 33 (1.88%) Cloud Computing
5 32 (1.83%) SaaS
6 30 (1.71%) Microsoft Azure
7 24 (1.37%) GitHub
8 18 (1.03%) Adobe Analytics
9 17 (0.97%) Mimecast
10 14 (0.80%) PaaS
11 13 (0.74%) IaaS
12 9 (0.51%) AdWords
13 7 (0.40%) MailChimp
14 4 (0.23%) Amazon EC2
14 4 (0.23%) Azure Machine Learning
15 3 (0.17%) Google Play
15 3 (0.17%) Google Tag Manager
15 3 (0.17%) iTunes
15 3 (0.17%) SoftLayer
15 3 (0.17%) Sumo Logic
Communications & Networking
1 67 (3.83%) Internet
2 55 (3.14%) Wireless
3 49 (2.80%) LAN
3 49 (2.80%) WAN
4 45 (2.57%) SAN
5 43 (2.46%) DNS
6 42 (2.40%) TCP/IP
7 41 (2.34%) Firewall
8 37 (2.11%) HTTP
9 35 (2.00%) SMS
9 35 (2.00%) VPN
10 31 (1.77%) Intranet
10 31 (1.77%) Network Security
11 29 (1.66%) VoIP
12 28 (1.60%) VLAN
13 26 (1.48%) DHCP
14 21 (1.20%) BGP
15 20 (1.14%) MPLS
15 20 (1.14%) Wi-Fi
16 18 (1.03%) IPsec
Database & Business Intelligence
1 293 (16.73%) Big Data
2 230 (13.14%) SQL Server
3 204 (11.65%) Data Mining
4 161 (9.19%) Hadoop
5 131 (7.48%) NoSQL
6 110 (6.28%) SQL Server Reporting Services
7 103 (5.88%) SQL Server Integration Services
8 94 (5.37%) Data Warehouse
9 86 (4.91%) MySQL
10 68 (3.88%) PostgreSQL
11 57 (3.26%) MongoDB
12 56 (3.20%) Relational Database
13 51 (2.91%) SQL Server 2012
14 44 (2.51%) Apache Cassandra
15 42 (2.40%) BusinessObjects
16 41 (2.34%) SQL Server Analysis Services
17 33 (1.88%) Apache Hive
17 33 (1.88%) HBase
18 28 (1.60%) SQL Server 2008
19 27 (1.54%) QlikView
Development Applications
1 25 (1.43%) Team Foundation Server
2 21 (1.20%) Visual Studio
3 19 (1.09%) Jenkins
4 18 (1.03%) JIRA
5 13 (0.74%) Git (software)
5 13 (0.74%) NUnit
5 13 (0.74%) Ranorex
5 13 (0.74%) Rhino Mocks
6 8 (0.46%) Maven
6 8 (0.46%) SQL Server Management Studio (SSMS)
6 8 (0.46%) Talend Open Studio
7 7 (0.40%) Subversion
8 6 (0.34%) Oracle APEX
9 5 (0.29%) Selenium
10 4 (0.23%) Visual Studio Team System
11 3 (0.17%) Apache Continuum
11 3 (0.17%) Balsamiq Mockups
11 3 (0.17%) Vagrant
11 3 (0.17%) Xcode
12 2 (0.11%) Gatling
General
1 475 (27.13%) Finance
2 281 (16.05%) Marketing
3 87 (4.97%) Retail
4 63 (3.60%) Banking
5 44 (2.51%) Games
6 41 (2.34%) Publishing
7 38 (2.17%) Telecoms
8 31 (1.77%) Advertising
8 31 (1.77%) Front Office
9 21 (1.20%) Law
10 18 (1.03%) Financial Institution
11 16 (0.91%) French Language
12 15 (0.86%) Automotive
12 15 (0.86%) Legal
13 13 (0.74%) Billing
14 11 (0.63%) Investment Banking
14 11 (0.63%) Multimedia
15 9 (0.51%) Electronics
15 9 (0.51%) Mandarin Language
15 9 (0.51%) Pharmaceutical
Job Titles
1 348 (19.87%) Analyst
2 289 (16.50%) Data Scientist
3 285 (16.28%) Developer
4 130 (7.42%) Data Analyst
5 84 (4.80%) Service Manager
6 83 (4.74%) Senior Data Scientist
7 77 (4.40%) C# Developer
8 76 (4.34%) DBA
9 63 (3.60%) SQL DBA
10 57 (3.26%) Consultant
11 56 (3.20%) Administrator
12 54 (3.08%) Delivery Manager
13 52 (2.97%) Services Delivery Manager
14 51 (2.91%) Machine Learning Scientist
15 46 (2.63%) C++ Developer
15 46 (2.63%) Insight Analyst
16 45 (2.57%) Junior
16 45 (2.57%) SQL Developer
17 41 (2.34%) .NET Developer
18 39 (2.23%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 99 (5.65%) .NET
2 68 (3.88%) HTML
3 41 (2.34%) Flash
4 37 (2.11%) XML
5 33 (1.88%) REST
6 31 (1.77%) Ajax
7 29 (1.66%) AngularJS
8 27 (1.54%) scikit-learn
8 27 (1.54%) Web Services
9 26 (1.48%) STL
10 25 (1.43%) Natural Language Processing
11 24 (1.37%) .NET Framework
11 24 (1.37%) NumPy
12 20 (1.14%) Flask
12 20 (1.14%) WPF
13 19 (1.09%) CSS
13 19 (1.09%) Pandas
14 18 (1.03%) Play Framework
15 17 (0.97%) Akka
16 16 (0.91%) MDX
Miscellaneous
1 644 (36.78%) Mathematics
2 454 (25.93%) Analytical Skills
3 427 (24.39%) Computer Science
4 227 (12.96%) Algorithms
5 144 (8.22%) Physics
6 132 (7.54%) Visualisation
7 123 (7.02%) Data Centre
8 122 (6.97%) Economics
9 113 (6.45%) Management Information System
10 58 (3.31%) Data Structures
11 45 (2.57%) Artificial Intelligence
11 45 (2.57%) Credit Risk
11 45 (2.57%) Hedge funds
12 44 (2.51%) Applied Mathematics
12 44 (2.51%) Neural Network
12 44 (2.51%) Social Media
13 42 (2.40%) User Experience
14 38 (2.17%) Foreign Exchange (FX)
15 31 (1.77%) Fintech
16 30 (1.71%) Mobile App
Operating Systems
1 207 (11.82%) Windows
2 167 (9.54%) Linux
3 103 (5.88%) Unix
4 40 (2.28%) Windows 7
5 38 (2.17%) Apple iOS
5 38 (2.17%) Windows Server 2008
6 34 (1.94%) Windows Server
7 26 (1.48%) Red Hat Enterprise Linux
8 25 (1.43%) Android
9 17 (0.97%) Solaris
10 16 (0.91%) CentOS
10 16 (0.91%) Windows Phone
10 16 (0.91%) Windows Server 2012
11 13 (0.74%) Windows Server 2003
12 11 (0.63%) Windows 10
12 11 (0.63%) Windows XP
13 6 (0.34%) Ubuntu
14 5 (0.29%) Debian
15 3 (0.17%) Mac OS
16 1 (0.057%) Windows Vista
Processes & Methodologies
1 504 (28.78%) Analytics
2 371 (21.19%) Machine Learning
3 214 (12.22%) Data Analysis
4 202 (11.54%) Agile Software Development
4 202 (11.54%) ITIL
5 186 (10.62%) Business Intelligence
6 162 (9.25%) Data Analytics
7 143 (8.17%) Data Modelling
8 135 (7.71%) Service Delivery
9 123 (7.02%) Software Engineering
10 121 (6.91%) ETL
11 113 (6.45%) Statistical Modelling
12 112 (6.40%) Mentoring
13 111 (6.34%) Statistical Analysis
14 102 (5.83%) Stakeholder Management
15 100 (5.71%) Predictive Modelling
16 89 (5.08%) Performance Tuning
17 84 (4.80%) Operations Research
18 79 (4.51%) Open Source
19 78 (4.45%) Performance Management
Programming Languages
1 624 (35.64%) SQL
2 469 (26.78%) Python
3 363 (20.73%) R
4 193 (11.02%) Java
5 146 (8.34%) C#
5 146 (8.34%) C++
6 93 (5.31%) Scala
7 89 (5.08%) MATLAB
8 81 (4.63%) T-SQL
9 77 (4.40%) JavaScript
10 71 (4.05%) VBA
11 68 (3.88%) PowerShell
12 52 (2.97%) PHP
13 41 (2.34%) C
14 40 (2.28%) Perl
15 26 (1.48%) Ruby
16 25 (1.43%) Shell Script
17 16 (0.91%) Bash Shell
18 15 (0.86%) Clojure
18 15 (0.86%) Haskell
Qualifications
1 629 (35.92%) Degree
2 264 (15.08%) PhD
3 66 (3.77%) Microsoft Certification
4 51 (2.91%) Cisco Certification
5 40 (2.28%) ISEB
5 40 (2.28%) Security Cleared
6 38 (2.17%) CCNA
7 33 (1.88%) MCSA
8 29 (1.66%) CCNP
9 26 (1.48%) MCSE
10 23 (1.31%) VMware Certified Professional (VCP)
11 21 (1.20%) ITIL Certification
12 16 (0.91%) MCP
12 16 (0.91%) SC Cleared
13 14 (0.80%) CISSP
13 14 (0.80%) MCTS
13 14 (0.80%) Postgraduate
14 12 (0.69%) DV Cleared
15 11 (0.63%) CEH
15 11 (0.63%) RHCA
Quality Assurance & Compliance
1 150 (8.57%) SLA
2 73 (4.17%) QA
3 44 (2.51%) Data Quality
4 21 (1.20%) PCI DSS
5 11 (0.63%) COBIT
5 11 (0.63%) ISO/IEC 27001
6 7 (0.40%) Actionable Recommendations
6 7 (0.40%) ISO 9001
7 3 (0.17%) BS7799
8 2 (0.11%) GCP
8 2 (0.11%) GLP
8 2 (0.11%) IAS 39
8 2 (0.11%) ISO13485
8 2 (0.11%) SDET
9 1 (0.057%) NEBOSH
System Software
1 75 (4.28%) Active Directory
2 68 (3.88%) VMware Infrastructure
3 23 (1.31%) vSphere
4 20 (1.14%) Virtual Desktop
5 15 (0.86%) Firmware
6 14 (0.80%) iptables
6 14 (0.80%) Oracle RAC
6 14 (0.80%) Terminal Services
7 13 (0.74%) Job Entry Subsystem
7 13 (0.74%) Samba
7 13 (0.74%) XenApp
8 12 (0.69%) Apache Flume
9 9 (0.51%) BitLocker
10 8 (0.46%) Hyper-V
11 7 (0.40%) Docker
11 7 (0.40%) XenServer
12 6 (0.34%) HDFS
13 5 (0.29%) NFS
14 4 (0.23%) Virtual Servers
15 3 (0.17%) XenDesktop
Systems Management
1 26 (1.48%) Nagios
2 20 (1.14%) NetBackup
3 17 (0.97%) SCCM
4 13 (0.74%) Cacti
4 13 (0.74%) HP Data Protector
4 13 (0.74%) HP Quality Center
4 13 (0.74%) Oracle ZFS
4 13 (0.74%) Red Hat Satellite
5 11 (0.63%) Failover Clustering
5 11 (0.63%) Tivoli
6 10 (0.57%) Microsoft Clustering
7 9 (0.51%) Norton AntiVirus
8 8 (0.46%) Puppet
9 7 (0.40%) Oracle Enterprise Manager
10 5 (0.29%) Netcool
10 5 (0.29%) OpenView Configuration Management
10 5 (0.29%) Opscode Chef
10 5 (0.29%) SolarWinds Orion
10 5 (0.29%) vMotion
11 3 (0.17%) Oozie
Vendors
1 251 (14.33%) Microsoft
2 111 (6.34%) Oracle
3 84 (4.80%) Cisco
4 77 (4.40%) Tableau
5 73 (4.17%) VMware
6 55 (3.14%) Citrix
7 53 (3.03%) Google
8 50 (2.86%) Red Hat
9 40 (2.28%) Cadence
10 37 (2.11%) HP
11 31 (1.77%) SolarWinds
12 27 (1.54%) IBM
13 24 (1.37%) Juniper
14 21 (1.20%) Adobe
14 21 (1.20%) Remedy
15 20 (1.14%) NetApp
15 20 (1.14%) SAP
15 20 (1.14%) Splunk
16 19 (1.09%) Salesforce.com
16 19 (1.09%) Sun
City, London
ANSON MCCADE
Salary: £35,000 - £45,000 + extensive benefits package
Posted: 1 hour ago
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 2 days ago
Liverpool, Merseyside
Evolution Recruitment Solutions
Salary: 45,000 to 55,000
Posted: 2 hours ago
Bristol, Avon
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: 17 hours ago
Swindon, Wiltshire
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: 17 hours ago
Chippenham, Wiltshire
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: 17 hours ago
Cheltenham, Gloucestershire
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: 17 hours ago
Wiltshire
HAYS INFORMATION TECHNOLOGY
Posted: 2 days ago
London
set2recruit
Salary: Up to £50,000 per annum
Posted: 4 days ago
London
Mortimer Spinks
Salary: £26000 per annum + full benefits and bonus
Posted: 4 days ago
Manchester, Lancashire
ClearCube Consulting
Salary: From £70,000 to £120,000 per annum
Posted: 4 days ago
London
Oliver James Associates
Salary: £50000 - £75000 per annum + pension, healthcare, equity, bonus
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £70,000 to £120,000 per annum
Posted: 4 days ago
London
Parallel Consulting
Salary: £45000 - £50000 per annum
Posted: 6 days ago
Manchester, Lancashire
Hanover IT Recruitment
Salary: From £35,000 to £40,000 per annum
Posted: 4 days ago
Southampton, Hampshire
Linking Humans Limited
Salary: From £50,000 to £80,000 per annum plus benefits
Posted: 3 days ago
South East London
Client Server
Salary: £75k to £90k + benefits
Posted: 3 days ago
London
Source Technology
Salary: From £50,000 to £60,000 per annum
Posted: 4 days ago
Warrington, Cheshire
Sanderson
Salary: £20000.00 - £30000.00 per annum
Posted: 2 days ago
South West London
World First
Posted: 2 days ago
Crawley, West Sussex
ARC IT Recruitment Ltd
Salary: benefits
Posted: 2 days ago
London
Parallel Consulting
Salary: £30000 - £35000 per annum
Posted: 6 days ago
Sheffield, South Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £20166.00 - £23166.00 per annum + Public Sector benefits
Posted: 2 days ago
London
Oho Group Ltd.
Salary: £100000 - £200000 per annum, Benefits 50% - 100% Bonus
Posted: 2 days ago
London
Oho Group Ltd.
Salary: £40000 - £120000 per annum
Posted: 3 days ago
Central London / West End
Client Server
Salary: £35k to £40k + benefits
Posted: 4 days ago
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: 3 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 4 days ago
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £26500.00 - £28000.00 per annum + Benefits
Posted: 2 days ago
London
Opilio Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 2 days ago