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 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Statistics
Rank 314 323 337
Rank change year-on-year
+9 +14
Permanent jobs citing Statistics 925 933 983
As % of all permanent IT jobs located in England 0.99% 0.94% 0.89%
As % of the Miscellaneous category 2.35% 2.30% 2.13%
Number of salaries quoted 702 661 799
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £28,900 £25,000 £29,000
10% offered a salary of more than £80,100 £75,000 £75,000
UK excluding London median salary £37,500 £40,000 £42,000
% change year-on-year
-6.25% -4.76%
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
39393 40599 46045
As % of all permanent IT jobs located in England 42.19% 40.74% 41.70%
Number of salaries quoted 32507 32400 37198
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,500 £27,500 £28,500
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 27 May 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 27 May 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 +28 532 £60,000 +9.09% 70
South East -15 158 £45,000 -10.00% 21
West Midlands +30 71 £30,000 -40.00% 3
North West -5 38 £40,000 - 8
East of England -15 38 £42,250 -1.74% 5
South West -3 35 £40,000 +37.93% 3
East Midlands +23 28 £35,000 +7.69% 3
Yorkshire -12 21 £25,000 - 7
North East +4 4 £32,000 +0.78% 2
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 27 May 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.

1 753 (40.77%) SQL
2 691 (37.41%) Mathematics
3 600 (32.49%) Analytics
4 584 (31.62%) Degree
5 582 (31.51%) Finance
6 494 (26.75%) Analytical Skills
7 492 (26.64%) Python
8 466 (25.23%) Computer Science
9 457 (24.74%) R
10 447 (24.20%) Machine Learning
11 310 (16.78%) Big Data
12 279 (15.11%) Business Intelligence
13 276 (14.94%) Marketing
14 269 (14.56%) Java
15 268 (14.51%) Data Analysis
15 268 (14.51%) Algorithms
16 255 (13.81%) Agile Software Development
17 247 (13.37%) SQL Server
18 237 (12.83%) SAS
19 236 (12.78%) PhD
20 234 (12.67%) Microsoft
21 229 (12.40%) Data Mining
22 213 (11.53%) Hadoop
23 204 (11.04%) ITIL
24 189 (10.23%) Physics
25 185 (10.02%) C++
26 182 (9.85%) Visualisation
27 172 (9.31%) Data Analytics
28 166 (8.99%) Linux
29 161 (8.72%) MS Excel

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
1 237 (12.83%) SAS
2 154 (8.34%) Apache Spark
3 45 (2.44%) Apache Pig
4 37 (2.00%) Apache
5 21 (1.14%) IIS
6 18 (0.97%) Elasticsearch
6 18 (0.97%) Skype for Business
7 17 (0.92%) Tomcat
8 12 (0.65%) MS Exchange
9 11 (0.60%) Cloud Foundry
9 11 (0.60%) Node.js
9 11 (0.60%) SharePoint
10 10 (0.54%) BizTalk Server
11 9 (0.49%) CMS
11 9 (0.49%) Exchange Server 2013
12 6 (0.32%) WordPress
13 5 (0.27%) Moodle
14 4 (0.22%) Apache Solr
14 4 (0.22%) Drupal
14 4 (0.22%) WebLogic
Applications
1 161 (8.72%) MS Excel
2 129 (6.98%) SPSS
3 80 (4.33%) MS PowerPoint
4 69 (3.74%) MS Office
5 12 (0.65%) Mathematica
6 10 (0.54%) Gephi
7 8 (0.43%) GNU Octave
7 8 (0.43%) MS Visio
8 6 (0.32%) MS Project
9 5 (0.27%) EViews
9 5 (0.27%) Spreadsheet
9 5 (0.27%) Stata
10 3 (0.16%) Weka
11 2 (0.11%) Photoshop
12 1 (0.054%) Adobe Creative Suite
12 1 (0.054%) InfoPath
12 1 (0.054%) Mathcad
Business Applications
1 19 (1.03%) SAP Oil and Gas
2 11 (0.60%) Unit4 Business World
3 7 (0.38%) FastStats
4 5 (0.27%) MetaTrader
5 4 (0.22%) Adobe Campaign
6 3 (0.16%) Oracle BPM
6 3 (0.16%) Remedy ITSM
7 2 (0.11%) Cognos Business Intelligence
7 2 (0.11%) Dynamics CRM
8 1 (0.054%) Oracle Financials
8 1 (0.054%) SAP CRM
Cloud Services
1 86 (4.66%) Amazon AWS
2 41 (2.22%) Google Analytics
3 29 (1.57%) Microsoft Azure
4 16 (0.87%) Adobe Analytics
5 15 (0.81%) Office 365
6 11 (0.60%) Cloud Computing
6 11 (0.60%) GitHub
6 11 (0.60%) SoftLayer
7 10 (0.54%) Mimecast
7 10 (0.54%) Sumo Logic
8 8 (0.43%) Google Play
9 7 (0.38%) Google Cloud Platform
10 6 (0.32%) SaaS
11 4 (0.22%) Amazon Kinesis
12 3 (0.16%) Amazon EC2
13 2 (0.11%) AdWords
13 2 (0.11%) Amazon S3
13 2 (0.11%) Google Apps
14 1 (0.054%) Amazon EMR
14 1 (0.054%) AWS Lambda
Communications & Networking
1 66 (3.57%) Firewall
2 62 (3.36%) Internet
3 61 (3.30%) WAN
4 59 (3.19%) LAN
5 43 (2.33%) Wireless
6 35 (1.89%) SMS
7 34 (1.84%) VPN
8 33 (1.79%) DNS
9 31 (1.68%) Network Security
10 30 (1.62%) TCP/IP
11 28 (1.52%) Intranet
12 26 (1.41%) Cisco ASA
13 22 (1.19%) MPLS
13 22 (1.19%) SAN
14 17 (0.92%) Cisco Wireless
15 16 (0.87%) Cisco Nexus
15 16 (0.87%) DWDM
15 16 (0.87%) IP Telephony
15 16 (0.87%) SSL
15 16 (0.87%) Unified Communications
Database & Business Intelligence
1 310 (16.78%) Big Data
2 247 (13.37%) SQL Server
3 229 (12.40%) Data Mining
4 213 (11.53%) Hadoop
5 128 (6.93%) Data Warehouse
6 119 (6.44%) NoSQL
7 110 (5.96%) SQL Server Integration Services
8 87 (4.71%) Apache Hive
9 85 (4.60%) Relational Database
10 77 (4.17%) SQL Server 2012
11 69 (3.74%) MySQL
12 65 (3.52%) SQL Server 2008
13 53 (2.87%) SQL Server Reporting Services
14 47 (2.54%) MongoDB
15 42 (2.27%) PostgreSQL
16 38 (2.06%) Apache Cassandra
17 36 (1.95%) RDBMS
18 35 (1.89%) QlikView
19 34 (1.84%) SQL Server Analysis Services
20 29 (1.57%) OLAP
Development Applications
1 28 (1.52%) Git (software)
2 24 (1.30%) Subversion
2 24 (1.30%) Team Foundation Server
3 19 (1.03%) Maven
4 18 (0.97%) Jenkins
5 16 (0.87%) JIRA
5 16 (0.87%) NUnit
5 16 (0.87%) Vagrant
6 10 (0.54%) Mercurial
7 8 (0.43%) Xcode
8 7 (0.38%) Selenium
8 7 (0.38%) SQL Server Management Studio (SSMS)
8 7 (0.38%) Visual Studio
9 6 (0.32%) TeamCity
10 4 (0.22%) ERwin
10 4 (0.22%) Grunt
11 2 (0.11%) JUnit
11 2 (0.11%) Toad
12 1 (0.054%) Dreamweaver
12 1 (0.054%) Eclipse
General
1 582 (31.51%) Finance
2 276 (14.94%) Marketing
3 111 (6.01%) Retail
4 79 (4.28%) Banking
5 69 (3.74%) Games
6 68 (3.68%) Telecoms
7 34 (1.84%) Front Office
8 26 (1.41%) Manufacturing
8 26 (1.41%) Publishing
9 23 (1.25%) Legal
10 22 (1.19%) International Banking
10 22 (1.19%) Law
11 21 (1.14%) Advertising
12 20 (1.08%) Pharmaceutical
13 18 (0.97%) Local Government
14 16 (0.87%) Spanish Language
15 15 (0.81%) Automotive
15 15 (0.81%) Financial Institution
16 14 (0.76%) Electronics
17 11 (0.60%) German Language
Job Titles
1 407 (22.04%) Analyst
2 373 (20.19%) Data Scientist
3 295 (15.97%) Developer
4 165 (8.93%) Data Analyst
5 119 (6.44%) Senior Data Scientist
6 104 (5.63%) SQL Developer
7 95 (5.14%) Service Manager
8 74 (4.01%) Administrator
9 73 (3.95%) Junior
10 65 (3.52%) DBA
11 62 (3.36%) Machine Learning Scientist
12 59 (3.19%) SQL DBA
13 58 (3.14%) C# Developer
13 58 (3.14%) Senior Developer
14 57 (3.09%) Senior Analyst
15 53 (2.87%) .NET Developer
15 53 (2.87%) Business Intelligence Developer
16 52 (2.82%) Support Manager
17 51 (2.76%) SQL Analyst
18 50 (2.71%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 113 (6.12%) .NET
2 100 (5.41%) HTML
3 76 (4.11%) NumPy
4 60 (3.25%) SciPy
5 52 (2.82%) Natural Language Processing
6 46 (2.49%) Flash
6 46 (2.49%) Pandas
7 45 (2.44%) CSS
8 41 (2.22%) Web Services
9 39 (2.11%) D3.js
10 29 (1.57%) XML
11 26 (1.41%) ASP.NET
12 24 (1.30%) AngularJS
13 23 (1.25%) RESTful
13 23 (1.25%) scikit-learn
14 22 (1.19%) MDX
14 22 (1.19%) WPF
15 19 (1.03%) HTML5
16 18 (0.97%) Kafka
16 18 (0.97%) Spring
Miscellaneous
1 691 (37.41%) Mathematics
2 494 (26.75%) Analytical Skills
3 466 (25.23%) Computer Science
4 268 (14.51%) Algorithms
5 189 (10.23%) Physics
6 182 (9.85%) Visualisation
7 157 (8.50%) Economics
8 119 (6.44%) Data Centre
9 116 (6.28%) Management Information System
10 98 (5.31%) User Experience
11 62 (3.36%) Artificial Intelligence
12 54 (2.92%) Data Integration
13 49 (2.65%) Applied Mathematics
14 47 (2.54%) Hedge funds
15 37 (2.00%) Neural Network
16 36 (1.95%) Fintech
17 35 (1.89%) Equities
18 31 (1.68%) Mobile App
19 30 (1.62%) Data Structures
19 30 (1.62%) Replication
Operating Systems
1 166 (8.99%) Linux
2 160 (8.66%) Windows
3 98 (5.31%) Unix
4 63 (3.41%) Windows Server
5 36 (1.95%) Red Hat Enterprise Linux
6 27 (1.46%) CentOS
7 26 (1.41%) Android
8 25 (1.35%) Windows 7
9 19 (1.03%) Apple iOS
9 19 (1.03%) Windows Server 2012
10 17 (0.92%) Windows Server 2003
11 15 (0.81%) Windows Server 2008
12 10 (0.54%) Windows Phone
13 5 (0.27%) Ubuntu
13 5 (0.27%) Windows 10
14 3 (0.16%) Debian
15 2 (0.11%) VMS
15 2 (0.11%) Windows 2000
15 2 (0.11%) Windows XP
16 1 (0.054%) Windows 8
Processes & Methodologies
1 600 (32.49%) Analytics
2 447 (24.20%) Machine Learning
3 279 (15.11%) Business Intelligence
4 268 (14.51%) Data Analysis
5 255 (13.81%) Agile Software Development
6 204 (11.04%) ITIL
7 172 (9.31%) Data Analytics
8 139 (7.53%) Service Delivery
9 138 (7.47%) Predictive Modelling
10 125 (6.77%) Statistical Modelling
11 120 (6.50%) E-Commerce
12 115 (6.23%) Mentoring
13 109 (5.90%) Data Modelling
14 99 (5.36%) Software Engineering
15 97 (5.25%) Operations Research
16 95 (5.14%) Statistical Analysis
17 89 (4.82%) Performance Tuning
18 84 (4.55%) ETL
19 82 (4.44%) Data Management
19 82 (4.44%) Open Source
Programming Languages
1 753 (40.77%) SQL
2 492 (26.64%) Python
3 457 (24.74%) R
4 269 (14.56%) Java
5 185 (10.02%) C++
6 154 (8.34%) MATLAB
7 145 (7.85%) C#
8 126 (6.82%) JavaScript
9 99 (5.36%) Scala
10 84 (4.55%) C
11 64 (3.47%) T-SQL
12 60 (3.25%) VBA
13 53 (2.87%) PowerShell
14 45 (2.44%) Ruby
14 45 (2.44%) Shell Script
15 37 (2.00%) Perl
16 30 (1.62%) PL/SQL
17 23 (1.25%) Clojure
18 21 (1.14%) Bash Shell
19 18 (0.97%) Haskell
Qualifications
1 584 (31.62%) Degree
2 236 (12.78%) PhD
3 46 (2.49%) ITIL Certification
4 45 (2.44%) Cisco Certification
4 45 (2.44%) ISEB
5 37 (2.00%) Microsoft Certification
6 35 (1.89%) CCNP
7 29 (1.57%) Security Cleared
8 20 (1.08%) MCSE
8 20 (1.08%) Postgraduate
9 18 (0.97%) CCNA
10 17 (0.92%) CCIE
11 13 (0.70%) PRINCE2 Certification
11 13 (0.70%) SC Cleared
12 11 (0.60%) MCP
13 10 (0.54%) MBA
13 10 (0.54%) MCSA
14 9 (0.49%) MCDBA
15 8 (0.43%) MCITP
16 7 (0.38%) CCDP
Quality Assurance & Compliance
1 142 (7.69%) SLA
2 73 (3.95%) QA
3 68 (3.68%) Data Quality
4 21 (1.14%) ISO/IEC 27001
5 18 (0.97%) PCI DSS
6 17 (0.92%) ISO 9001
7 10 (0.54%) COSO
7 10 (0.54%) ISO22301
8 4 (0.22%) Sarbanes-Oxley
9 2 (0.11%) Basel III
9 2 (0.11%) MiFID
10 1 (0.054%) COBIT
10 1 (0.054%) ISO 9000
10 1 (0.054%) ISO27005
10 1 (0.054%) SDET
10 1 (0.054%) SSAE 16
10 1 (0.054%) TickIT
System Software
1 55 (2.98%) Active Directory
1 55 (2.98%) VMware Infrastructure
2 16 (0.87%) Docker
3 13 (0.70%) vSphere
4 9 (0.49%) Xen
5 7 (0.38%) Oracle RAC
6 6 (0.32%) XenApp
7 5 (0.27%) Apache ZooKeeper
7 5 (0.27%) Hyper-V
7 5 (0.27%) Microsoft App-V
7 5 (0.27%) vCloud
7 5 (0.27%) VirtualBox
8 4 (0.22%) HDFS
8 4 (0.22%) NFS
9 3 (0.16%) XenServer
10 2 (0.11%) iptables
10 2 (0.11%) VMware Server
10 2 (0.11%) XenDesktop
11 1 (0.054%) Citrix Presentation Server
11 1 (0.054%) Postfix
Systems Management
1 34 (1.84%) Puppet
2 15 (0.81%) Opscode Chef
3 11 (0.60%) Nagios
4 10 (0.54%) SCCM
5 8 (0.43%) Oracle Enterprise Manager
6 7 (0.38%) Data Guard
6 7 (0.38%) logstash
6 7 (0.38%) Perfmon
7 6 (0.32%) EMC NetWorker
7 6 (0.32%) Kibana
7 6 (0.32%) Netcool
7 6 (0.32%) Netcool/OMNIbus
7 6 (0.32%) Tivoli
7 6 (0.32%) Tivoli Monitoring
7 6 (0.32%) Tivoli Storage Manager
8 5 (0.27%) Network Intrusion Detection System
9 4 (0.22%) Oracle RMAN
9 4 (0.22%) SCOM
9 4 (0.22%) SCVMM
10 3 (0.16%) Ansible
Vendors
1 234 (12.67%) Microsoft
2 96 (5.20%) Google
3 94 (5.09%) Oracle
4 83 (4.49%) Tableau
5 78 (4.22%) Cisco
6 59 (3.19%) VMware
7 47 (2.54%) Citrix
8 39 (2.11%) Cadence
8 39 (2.11%) SAP
9 34 (1.84%) HP
10 31 (1.68%) SolarWinds
11 25 (1.35%) IBM
12 24 (1.30%) Facebook
12 24 (1.30%) Remedy
13 21 (1.14%) Splunk
14 19 (1.03%) Dell
15 18 (0.97%) Adobe
15 18 (0.97%) Red Hat
16 17 (0.92%) CheckPoint
16 17 (0.92%) F5
Oxfordshire
Parallel Consulting
Salary: £35000 - £45000 per annum
Posted: 14 hours ago
Manchester, Lancashire
McGregor Boyall
Salary: £25000 - £33000 per annum
Posted: 12 hours ago
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year + Great Benefits
Posted: 13 hours ago
London
Initi8 Recruitment
Salary: £40000 - £45000 Per Annum
Posted: 14 hours ago
London
Initi8 Recruitment
Salary: £40000 - £45000 Per Annum
Posted: 13 hours ago
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 19 hours ago
South West London
Venturi
Salary: £45000 - £50000.00 per annum + bonus +Full bens
Posted: 14 hours ago
Central London / West End
Harris Global
Salary: From £40,000 to £60,000 per annum Benefits + Bonus
Posted: 14 hours ago
London
Harrington Starr
Salary: £40000 - £60000 per annum + Benefits
Posted: Yesterday
London
Big Wednesday Digital Ltd
Posted: Yesterday
London
Tech
Salary: From £50,000 to £60,000 per annum
Posted: 13 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 2 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: 2 days ago
London
Oho Group Ltd.
Salary: £50k - 150k per year + benefits / bonus
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £45,000 per annum + benefits
Posted: 4 days ago
London
Parallel Consulting
Salary: £60000 - £90000 per annum
Posted: 4 days ago
Oxford, Oxfordshire
ECM Selection
Salary: to £60,000 DoE
Posted: Yesterday
Harrogate, North Yorkshire
Fruition IT Resources Limited
Salary: £60000 - £70000 per annum + Benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 4 days ago
Hampshire
Austin Fraser
Salary: £41 - £45000 per annum + Benefits
Posted: 2 days ago
City, London
Twenty Recruitment Group
Salary: From £35,000 to £40,000 per annum + Benefits & Bonus
Posted: 4 days ago
London
Networking People
Salary: £50000 - £100000 per annum + neg & bonus + benefits
Posted: Yesterday
Portsmouth, Hampshire
Applause IT Innovation
Salary: £30000 - £35000 per annum + Benefits
Posted: 3 days ago
Cheltenham, Gloucestershire
Aximis (West) Limited
Salary: Up to £35K + Excellent Benefits
Posted: 4 days ago
Bristol, Avon
Aximis (West) Limited
Salary: Up to £35K + Excellent Benefits
Posted: 4 days ago
Swindon, Wiltshire
Aximis (West) Limited
Salary: Up to £35K + Excellent Benefits
Posted: 4 days ago
London
Exposed Solutions
Salary: £30000 - £40000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £60k - £110k plus excellent benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum
Posted: 4 days ago
Hampshire
Austin Fraser
Salary: £45000 - £50000 per annum + Benefits
Posted: 2 days ago