The table below looks at the prevalence of the term Statistics in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Statistics
Rank 323 333 343
Rank change year-on-year
+10 +10
Permanent jobs citing Statistics 903 1049 999
As % of all permanent IT jobs located in the UK 0.92% 0.95% 0.86%
As % of the Miscellaneous category 2.22% 2.29% 2.12%
Number of salaries quoted 699 715 755
Median salary £46,500 £45,000 £42,500
Median salary % change year-on-year
+3.33% +5.88%
90% offered a salary of more than £30,000 £25,000 £28,400
10% offered a salary of more than £79,400 £80,000 £72,500
UK excluding London median salary £40,000 £39,500 £39,375
% change year-on-year
+1.26% +0.31%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised across the UK.

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
40682 45785 47201
As % of all permanent IT jobs located in the UK 41.45% 41.53% 40.55%
Number of salaries quoted 33180 36295 37345
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 £28,500
10% offered a salary of more than £77,500 £75,000 £76,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Statistics
Jobs Demand Trend

The demand trend of job ads citing Statistics as a proportion of all IT jobs with a match in the Miscellaneous category.

Statistics Jobs Demand Trend in the UK

Statistics
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistics within the UK.

Statistics Salary Trend in the UK

Statistics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Statistics over the 3 months to 25 July 2016 within the UK.

Statistics Salary Histogram in the UK

Statistics
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the UK over the 3 months to 25 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
England +16 873 £47,500 - 106
London +2 464 £55,000 - 58
South East +47 210 £40,500 -19.00% 14
City of London +26 66 £52,500 -4.54% 13
Berkshire +21 61 £37,500 -31.81% 1
West Midlands +32 55 £37,500 -11.76% 3
Yorkshire +32 32 £26,110 +16.04% 11
Surrey +27 32 £47,500 - 5
East of England +11 30 £50,000 +12.35% 3
North West +3 30 £40,000 -11.11% 8
South West -6 25 £32,079 +28.31% 6
Manchester -12 25 £40,000 -11.11% 7
West Yorkshire +19 24 £26,110 +16.04% 10
Oxfordshire -8 24 £35,000 -48.14% 1
East Midlands -12 24 £32,000 -22.42% 2
Hampshire -30 24 £43,000 -9.47% 4
Bracknell +13 23 £37,500 -30.23%
Leeds +31 21 £26,000 -25.71% 8
East Sussex +24 20 £42,500 +41.66% 2
Brighton +19 20 £42,500 +41.66% 2
Birmingham +10 19 £30,000 -33.33%
West Sussex +1 17 £46,500 +25.28%
Kent +33 16 £65,000 -
Cambridgeshire -8 16 £52,500 +16.66% 3
Scotland +3 15 £37,750 +7.85% 3
Bristol +26 13 £30,000 -15.49% 3
Warwickshire +12 12 £50,000 +25.00%
Cambridge -7 12 £50,000 +11.73% 3
Reading -9 12 £37,500 -33.33%
Buckinghamshire +15 11 £25,000 -20.00% 1

Statistics
Top 30 Related IT Skills

For the 6 months to 25 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 with a requirement for Statistics.

1 727 (38.00%) SQL
2 704 (36.80%) Mathematics
3 660 (34.50%) Analytics
4 640 (33.46%) Degree
5 619 (32.36%) Finance
6 554 (28.96%) Python
7 498 (26.03%) Analytical Skills
8 490 (25.61%) Computer Science
9 467 (24.41%) Machine Learning
10 409 (21.38%) R
11 311 (16.26%) Big Data
11 311 (16.26%) Data Analysis
12 292 (15.26%) Marketing
13 270 (14.11%) Java
14 260 (13.59%) PhD
15 258 (13.49%) Algorithms
16 255 (13.33%) SAS
17 249 (13.02%) Data Mining
18 245 (12.81%) Agile Software Development
19 242 (12.65%) Microsoft
20 240 (12.55%) Business Intelligence
21 239 (12.49%) SQL Server
22 225 (11.76%) C++
23 223 (11.66%) ITIL
24 199 (10.40%) Windows
25 196 (10.25%) Physics
26 195 (10.19%) Hadoop
27 193 (10.09%) Data Analytics
28 185 (9.67%) Visualisation
29 179 (9.36%) MS Excel

Statistics
Top Related IT Skills 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
1 255 (13.33%) SAS
2 136 (7.11%) Apache Spark
3 37 (1.93%) Apache
4 31 (1.62%) Apache Pig
5 26 (1.36%) IIS
5 26 (1.36%) MS Exchange
6 24 (1.25%) Skype for Business
7 21 (1.10%) Elasticsearch
7 21 (1.10%) Tomcat
8 15 (0.78%) Cloud Foundry
8 15 (0.78%) SharePoint
9 13 (0.68%) CMS
10 9 (0.47%) Exchange Server 2010
11 7 (0.37%) WebLogic
11 7 (0.37%) WordPress
12 6 (0.31%) BizTalk Server
13 5 (0.26%) Confluence
13 5 (0.26%) Drupal
13 5 (0.26%) Exchange Server 2013
14 4 (0.21%) Apache Solr
Applications
1 179 (9.36%) MS Excel
2 126 (6.59%) SPSS
3 110 (5.75%) MS PowerPoint
4 90 (4.70%) MS Office
5 21 (1.10%) Stata
6 10 (0.52%) MS Visio
7 9 (0.47%) Mathematica
8 8 (0.42%) GNU Octave
9 6 (0.31%) EViews
10 5 (0.26%) Gephi
10 5 (0.26%) Spreadsheet
11 4 (0.21%) MS Project
11 4 (0.21%) Weka
12 2 (0.10%) Maple
12 2 (0.10%) Photoshop
13 1 (0.052%) Adobe Creative Suite
13 1 (0.052%) Mathcad
13 1 (0.052%) S-PLUS
Business Applications
1 18 (0.94%) SAP Oil and Gas
2 14 (0.73%) FastStats
3 7 (0.37%) Unit4 Business World
4 6 (0.31%) Oracle BPM
5 5 (0.26%) MetaTrader
5 5 (0.26%) Remedy ITSM
6 3 (0.16%) Oracle EBS
7 2 (0.10%) Dynamics CRM
8 1 (0.052%) Cognos TM1
8 1 (0.052%) Dynamics AX
8 1 (0.052%) Magento
8 1 (0.052%) Oracle ERP
8 1 (0.052%) Oracle Financials
8 1 (0.052%) SAP CRM
8 1 (0.052%) SAP ERP
Cloud Services
1 90 (4.70%) Amazon AWS
2 46 (2.40%) Google Analytics
3 27 (1.41%) Microsoft Azure
4 26 (1.36%) Office 365
5 20 (1.05%) Adobe Analytics
6 17 (0.89%) Mimecast
7 15 (0.78%) SoftLayer
8 14 (0.73%) Sumo Logic
9 13 (0.68%) GitHub
10 10 (0.52%) Google Play
10 10 (0.52%) SaaS
11 9 (0.47%) Cloud Computing
12 8 (0.42%) Google Cloud Platform
13 4 (0.21%) Amazon EC2
13 4 (0.21%) Amazon Kinesis
14 3 (0.16%) AdWords
15 2 (0.10%) Amazon EMR
15 2 (0.10%) Amazon S3
15 2 (0.10%) Google Apps
15 2 (0.10%) iTunes
Communications & Networking
1 80 (4.18%) Internet
2 77 (4.03%) Wireless
3 67 (3.50%) Firewall
4 66 (3.45%) LAN
5 64 (3.35%) WAN
6 42 (2.20%) SMS
7 41 (2.14%) DNS
7 41 (2.14%) Network Security
8 40 (2.09%) Intranet
9 38 (1.99%) VPN
10 35 (1.83%) SAN
11 31 (1.62%) TCP/IP
12 25 (1.31%) SSL
13 23 (1.20%) Cisco ASA
13 23 (1.20%) IP Telephony
14 19 (0.99%) Cisco Wireless
15 16 (0.84%) Cisco ISE
15 16 (0.84%) DHCP
15 16 (0.84%) VLAN
15 16 (0.84%) WLAN
Database & Business Intelligence
1 311 (16.26%) Big Data
2 249 (13.02%) Data Mining
3 239 (12.49%) SQL Server
4 195 (10.19%) Hadoop
5 104 (5.44%) Data Warehouse
6 98 (5.12%) NoSQL
7 93 (4.86%) SQL Server Integration Services
8 88 (4.60%) Relational Database
9 77 (4.03%) Apache Hive
10 60 (3.14%) SQL Server Reporting Services
11 54 (2.82%) MySQL
11 54 (2.82%) PostgreSQL
12 49 (2.56%) SQL Server 2012
13 47 (2.46%) SQL Server 2008
14 46 (2.40%) MongoDB
15 43 (2.25%) Apache Cassandra
15 43 (2.25%) SQL Server Analysis Services
16 42 (2.20%) QlikView
17 40 (2.09%) RDBMS
18 34 (1.78%) OLAP
Development Applications
1 27 (1.41%) Git (software)
1 27 (1.41%) Jenkins
2 25 (1.31%) Team Foundation Server
3 21 (1.10%) Subversion
4 20 (1.05%) JIRA
4 20 (1.05%) Vagrant
5 16 (0.84%) NUnit
6 15 (0.78%) Visual Studio
7 14 (0.73%) Maven
8 9 (0.47%) Xcode
9 6 (0.31%) Selenium
9 6 (0.31%) SQL Server Management Studio (SSMS)
9 6 (0.31%) Talend Open Studio
10 5 (0.26%) TeamCity
11 4 (0.21%) ERwin
11 4 (0.21%) Grunt
11 4 (0.21%) Mercurial
11 4 (0.21%) Ranorex
11 4 (0.21%) Rhino Mocks
12 3 (0.16%) Cucumber
General
1 619 (32.36%) Finance
2 292 (15.26%) Marketing
3 124 (6.48%) Retail
4 99 (5.18%) Banking
5 77 (4.03%) Games
5 77 (4.03%) Telecoms
6 43 (2.25%) Front Office
7 29 (1.52%) Law
8 28 (1.46%) International Banking
9 26 (1.36%) Advertising
9 26 (1.36%) Financial Institution
10 25 (1.31%) Manufacturing
11 23 (1.20%) Publishing
12 20 (1.05%) Automotive
12 20 (1.05%) Local Government
13 19 (0.99%) French Language
14 18 (0.94%) Electronics
15 17 (0.89%) Legal
15 17 (0.89%) Pharmaceutical
15 17 (0.89%) Spanish Language
Job Titles
1 420 (21.96%) Analyst
2 368 (19.24%) Data Scientist
3 287 (15.00%) Developer
4 146 (7.63%) Data Analyst
5 108 (5.65%) Service Manager
6 104 (5.44%) Senior Data Scientist
7 77 (4.03%) Administrator
7 77 (4.03%) Machine Learning Scientist
8 76 (3.97%) Junior
9 66 (3.45%) Consultant
9 66 (3.45%) DBA
10 65 (3.40%) SQL Developer
11 62 (3.24%) Senior Developer
12 57 (2.98%) SQL DBA
13 54 (2.82%) Delivery Manager
13 54 (2.82%) Services Delivery Manager
14 51 (2.67%) Graduate
14 51 (2.67%) Support Manager
15 50 (2.61%) C# Developer
16 46 (2.40%) Senior Analyst
Libraries, Frameworks & Software Standards
1 106 (5.54%) .NET
2 93 (4.86%) HTML
3 60 (3.14%) NumPy
4 54 (2.82%) Flash
5 49 (2.56%) Natural Language Processing
5 49 (2.56%) Web Services
6 45 (2.35%) CSS
7 41 (2.14%) SciPy
8 35 (1.83%) Pandas
9 29 (1.52%) D3.js
9 29 (1.52%) XML
10 28 (1.46%) MDX
11 26 (1.36%) RESTful
12 25 (1.31%) ASP.NET
12 25 (1.31%) Spring
13 22 (1.15%) HTML5
14 21 (1.10%) WPF
15 19 (0.99%) scikit-learn
16 18 (0.94%) AngularJS
16 18 (0.94%) Django
Miscellaneous
1 704 (36.80%) Mathematics
2 498 (26.03%) Analytical Skills
3 490 (25.61%) Computer Science
4 258 (13.49%) Algorithms
5 196 (10.25%) Physics
6 185 (9.67%) Visualisation
7 146 (7.63%) Economics
8 124 (6.48%) Data Centre
9 119 (6.22%) Management Information System
10 97 (5.07%) User Experience
11 58 (3.03%) Artificial Intelligence
12 56 (2.93%) Hedge funds
13 47 (2.46%) Fintech
14 44 (2.30%) Credit Risk
15 43 (2.25%) Data Integration
15 43 (2.25%) Neural Network
16 40 (2.09%) Equities
17 39 (2.04%) Applied Mathematics
18 37 (1.93%) Foreign Exchange (FX)
19 36 (1.88%) Mobile App
Operating Systems
1 199 (10.40%) Windows
2 176 (9.20%) Linux
3 94 (4.91%) Unix
4 68 (3.55%) Windows Server
5 39 (2.04%) Windows 7
6 34 (1.78%) Android
7 33 (1.73%) Red Hat Enterprise Linux
8 29 (1.52%) Apple iOS
8 29 (1.52%) CentOS
9 22 (1.15%) Windows Server 2008
10 17 (0.89%) Windows Phone
11 14 (0.73%) Windows Server 2012
12 12 (0.63%) Windows Server 2003
13 10 (0.52%) Windows 10
14 8 (0.42%) Ubuntu
15 7 (0.37%) Debian
16 4 (0.21%) Windows XP
17 2 (0.10%) VMS
17 2 (0.10%) Windows 2000
18 1 (0.052%) Solaris
Processes & Methodologies
1 660 (34.50%) Analytics
2 467 (24.41%) Machine Learning
3 311 (16.26%) Data Analysis
4 245 (12.81%) Agile Software Development
5 240 (12.55%) Business Intelligence
6 223 (11.66%) ITIL
7 193 (10.09%) Data Analytics
8 161 (8.42%) Predictive Modelling
9 139 (7.27%) Statistical Modelling
10 131 (6.85%) Service Delivery
11 125 (6.53%) Software Engineering
12 121 (6.33%) Operations Research
13 118 (6.17%) Data Modelling
14 108 (5.65%) Statistical Analysis
15 107 (5.59%) Mentoring
16 106 (5.54%) E-Commerce
17 93 (4.86%) OO
17 93 (4.86%) Stakeholder Management
18 87 (4.55%) Performance Tuning
19 85 (4.44%) ETL
Programming Languages
1 727 (38.00%) SQL
2 554 (28.96%) Python
3 409 (21.38%) R
4 270 (14.11%) Java
5 225 (11.76%) C++
6 144 (7.53%) MATLAB
7 136 (7.11%) C#
8 122 (6.38%) JavaScript
9 98 (5.12%) Scala
10 72 (3.76%) C
11 69 (3.61%) VBA
12 62 (3.24%) PowerShell
13 60 (3.14%) T-SQL
14 52 (2.72%) Ruby
15 43 (2.25%) Perl
16 29 (1.52%) Bash Shell
17 24 (1.25%) Clojure
17 24 (1.25%) Shell Script
18 22 (1.15%) PL/SQL
19 20 (1.05%) Haskell
Qualifications
1 640 (33.46%) Degree
2 260 (13.59%) PhD
3 57 (2.98%) Cisco Certification
4 42 (2.20%) Microsoft Certification
5 41 (2.14%) ISEB
6 34 (1.78%) Security Cleared
7 33 (1.73%) CCNA
7 33 (1.73%) CCNP
7 33 (1.73%) ITIL Certification
8 26 (1.36%) MCSA
9 22 (1.15%) CCIE
10 16 (0.84%) Postgraduate
11 15 (0.78%) SC Cleared
11 15 (0.78%) VMware Certified Professional (VCP)
12 14 (0.73%) MCSE
13 12 (0.63%) RHCA
13 12 (0.63%) RHCSA
14 8 (0.42%) MCITP
15 7 (0.37%) MCP
16 5 (0.26%) HNC
Quality Assurance & Compliance
1 159 (8.31%) SLA
2 82 (4.29%) QA
3 59 (3.08%) Data Quality
4 18 (0.94%) ISO/IEC 27001
5 13 (0.68%) ISO 9001
6 8 (0.42%) PCI DSS
7 6 (0.31%) COBIT
8 3 (0.16%) Basel II
9 2 (0.10%) Actionable Recommendations
9 2 (0.10%) Basel III
9 2 (0.10%) ISO13485
9 2 (0.10%) MiFID
10 1 (0.052%) SDET
10 1 (0.052%) SSAE 16
System Software
1 76 (3.97%) Active Directory
2 66 (3.45%) VMware Infrastructure
3 23 (1.20%) vSphere
4 16 (0.84%) Virtual Desktop
5 15 (0.78%) Docker
5 15 (0.78%) XenApp
6 10 (0.52%) Virtual Servers
7 9 (0.47%) Terminal Services
8 8 (0.42%) Hyper-V
8 8 (0.42%) Microsoft App-V
9 6 (0.31%) Oracle RAC
10 5 (0.26%) NFS
10 5 (0.26%) VirtualBox
11 4 (0.21%) Apache ZooKeeper
11 4 (0.21%) XenServer
12 3 (0.16%) HDFS
12 3 (0.16%) Virtual Machines
13 2 (0.10%) iptables
13 2 (0.10%) VMware Server
13 2 (0.10%) XenDesktop
Systems Management
1 29 (1.52%) Puppet
2 20 (1.05%) Opscode Chef
3 17 (0.89%) Nagios
4 15 (0.78%) SCCM
5 10 (0.52%) Tivoli
6 9 (0.47%) Data Guard
7 8 (0.42%) Netcool
8 7 (0.37%) HP Quality Center
8 7 (0.37%) logstash
9 6 (0.31%) Kibana
9 6 (0.31%) Netcool/OMNIbus
9 6 (0.31%) Tivoli Monitoring
9 6 (0.31%) Tivoli Storage Manager
10 5 (0.26%) Oracle RMAN
10 5 (0.26%) Perfmon
11 4 (0.21%) Norton AntiVirus
11 4 (0.21%) Oracle Enterprise Manager
11 4 (0.21%) SCOM
11 4 (0.21%) SCVMM
11 4 (0.21%) SolarWinds Orion
Vendors
1 242 (12.65%) Microsoft
2 105 (5.49%) Tableau
3 104 (5.44%) Oracle
4 92 (4.81%) Google
5 88 (4.60%) Cisco
6 71 (3.71%) Citrix
7 67 (3.50%) VMware
8 45 (2.35%) SolarWinds
9 39 (2.04%) Cadence
9 39 (2.04%) HP
10 38 (1.99%) Red Hat
11 36 (1.88%) SAP
12 35 (1.83%) IBM
13 29 (1.52%) Remedy
14 27 (1.41%) Facebook
15 25 (1.31%) Splunk
16 22 (1.15%) Adobe
17 20 (1.05%) Apple
18 18 (0.94%) Avaya
18 18 (0.94%) PayPal
Bristol, Avon
Big Wednesday Digital Ltd
Salary: £75000 - £150000 per annum + Negotiable
Posted: 22 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 19 hours ago
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £35000 - £55000 per annum + Negotiable
Posted: 22 hours ago
London
Oho Group Ltd.
Salary: £30000 - £40000 per annum, Benefits Bonus & Excellent Benefits
Posted: 12 hours ago
Cambridge, Cambridgeshire
Vantage Recruitment Solutions Ltd
Salary: Up to £55,000 per annum
Posted: 21 hours ago
London
Big Wednesday Digital Ltd
Posted: 19 hours ago
Manchester, Lancashire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum + Benefits
Posted: Yesterday
Kingswinford, West Midlands (County)
Pertemps - Dudley Commercial
Salary: £17000 - £19000 per annum
Posted: 12 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £75000 per annum
Posted: 3 days ago
North London
Understanding Recruitment
Salary: £35000.00 - £40000.00 per annum + Execllent Benefits
Posted: 12 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 3 days ago
Cheltenham, Gloucestershire
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: Yesterday
Bristol, Avon
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: Yesterday
Oxford, Oxfordshire
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: Yesterday
Swindon, Wiltshire
Aximis (West) Limited
Salary: Up to £40K + Excellent Benefits
Posted: Yesterday
Stockport, Cheshire
Searchability
Salary: £40000 - £45000 per annum + benefits
Posted: 21 hours ago
London
Xcede
Posted: 4 days ago
Central London / West End
Harris Global
Salary: From £55,000 to £75,000 per annum Benefits + Bonus (market leading)
Posted: 3 days ago
Redhill, Surrey
Digitech Resourcing Ltd
Salary: From £40,000 to £45,000 per annum plus annual bonus plus package
Posted: 12 hours ago
Telford, Shropshire
Experis Ltd
Salary: £37088 - £52387 per annum + benefits
Posted: 18 hours ago
London
Harrington Starr
Salary: £50000 - £100000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 4 days ago
Leicestershire
TEKsystems
Salary: £25000 - £30000 per annum + Benefits
Posted: 20 hours ago
London
Salt
Salary: £30000 - £35000 per annum + Benefits + Bonus
Posted: 5 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £Highly Competitive
Posted: 3 days ago
Durham, County Durham
Big Wednesday Digital Ltd
Salary: £30000 - £50000 per annum + negotiable
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: DoE - £28k to £45k
Posted: 3 days ago
London
CPS Group UK
Salary: £25000 - £35000 per annum + penison, benefits
Posted: 4 days ago
Cardiff, South Glamorgan
CPS Group UK
Posted: 4 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 4 days ago