The table below looks at the prevalence of the term Statistics in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Statistics
Rank 261 273 290
Rank change year-on-year
+12 +17
Permanent jobs citing Statistics 471 497 463
As % of all permanent IT jobs located in London 1.23% 1.14% 1.02%
As % of the Miscellaneous category 2.71% 2.35% 2.26%
Number of salaries quoted 412 370 343
Median salary £57,500 £50,000 £47,500
Median salary % change year-on-year
+15.00% +5.26%
90% offered a salary of more than £35,000 £30,000 £30,000
10% offered a salary of more than £90,000 £82,500 £72,500
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%
Statistics
England

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

Miscellaneous Category
London
Permanent IT job ads with a match in the
Miscellaneous category
17376 21173 20470
As % of all permanent IT jobs located in London 45.51% 48.53% 45.23%
Number of salaries quoted 14759 17439 16453
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £90,000 £80,000 £85,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Statistics
Jobs Demand Trend in London

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

Statistics Jobs Demand Trend in London

Statistics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistics across the London region.

Statistics Salary Trend in London

Statistics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Statistics across the London region over the 3 months to 27 September 2016.

Statistics Salary Histogram in London

Statistics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the London region over the 3 months to 27 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
City of London +40 88 £52,500 +16.66% 6
Ealing - 3 £45,000 -
Feltham - 2 £41,750 -
Docklands, London +12 1 £70,000 -
Isleworth +1 1 £55,000 -
Westminster - 1 - -
Osterley - 1 £55,000 -
Statistics
England

Statistics
Top 30 Related IT Skills in London

For the 6 months to 27 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 London region with a requirement for Statistics.

1 402 (41.36%) SQL
1 402 (41.36%) Mathematics
2 390 (40.12%) Analytics
3 383 (39.40%) Degree
4 382 (39.30%) Python
5 343 (35.29%) Computer Science
6 322 (33.13%) Finance
7 308 (31.69%) Machine Learning
8 245 (25.21%) R
9 233 (23.97%) Analytical Skills
10 203 (20.88%) PhD
11 193 (19.86%) Big Data
12 181 (18.62%) Marketing
13 166 (17.08%) Java
14 165 (16.98%) Data Mining
15 164 (16.87%) Algorithms
16 157 (16.15%) Data Analysis
17 144 (14.81%) Data Analytics
18 140 (14.40%) SAS
19 128 (13.17%) C++
20 110 (11.32%) Physics
21 108 (11.11%) Agile Software Development
22 103 (10.60%) Hadoop
23 102 (10.49%) Business Intelligence
24 100 (10.29%) Windows
25 95 (9.77%) Visualisation
26 93 (9.57%) Apache Spark
27 92 (9.47%) Predictive Modelling
28 86 (8.85%) SQL Server
29 85 (8.74%) Linux

Statistics
Top Related IT Skills in London 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
1 140 (14.40%) SAS
2 93 (9.57%) Apache Spark
3 19 (1.95%) Apache
3 19 (1.95%) Skype for Business
4 13 (1.34%) Apache Pig
5 11 (1.13%) MS Exchange
6 7 (0.72%) Elasticsearch
7 6 (0.62%) CMS
7 6 (0.62%) WordPress
8 4 (0.41%) Drupal
9 3 (0.31%) ArcGIS
9 3 (0.31%) Confluence
9 3 (0.31%) SharePoint
9 3 (0.31%) Tomcat
10 2 (0.21%) IIS
11 1 (0.10%) Captiva
11 1 (0.10%) Documentum
11 1 (0.10%) Exchange Server 2010
11 1 (0.10%) Exchange Server 2013
11 1 (0.10%) SharePoint 2013
Applications
1 84 (8.64%) SPSS
2 63 (6.48%) MS Excel
3 56 (5.76%) MS Office
4 24 (2.47%) MS PowerPoint
5 15 (1.54%) GNU Octave
6 9 (0.93%) MS Visio
7 7 (0.72%) Stata
8 5 (0.51%) Spreadsheet
9 4 (0.41%) EViews
10 3 (0.31%) Weka
11 2 (0.21%) Adobe Creative Suite
11 2 (0.21%) CPLEX
11 2 (0.21%) Final Cut Pro
11 2 (0.21%) Maple
11 2 (0.21%) OmniGraffle
12 1 (0.10%) Gephi
12 1 (0.10%) Mathcad
12 1 (0.10%) Mathematica
12 1 (0.10%) MS Project
12 1 (0.10%) S-PLUS
Business Applications
1 7 (0.72%) FastStats
2 3 (0.31%) Oracle AML
2 3 (0.31%) Oracle EBS
2 3 (0.31%) Remedy ITSM
2 3 (0.31%) SAP Oil and Gas
3 1 (0.10%) Cognos TM1
3 1 (0.10%) Magento
3 1 (0.10%) Oracle Financials
3 1 (0.10%) Revive Adserver
Cloud Services
1 57 (5.86%) Amazon AWS
2 29 (2.98%) Google Analytics
3 20 (2.06%) GitHub
4 17 (1.75%) Adobe Analytics
5 12 (1.23%) Cloud Computing
5 12 (1.23%) Mimecast
6 7 (0.72%) Google Play
6 7 (0.72%) SaaS
7 6 (0.62%) Microsoft Azure
8 5 (0.51%) Office 365
9 3 (0.31%) Amazon EC2
9 3 (0.31%) iTunes
10 2 (0.21%) Amazon Kinesis
11 1 (0.10%) Amazon ELB
11 1 (0.10%) Amazon EMR
11 1 (0.10%) Amazon S3
11 1 (0.10%) AWS Elastic Beanstalk
11 1 (0.10%) Google Cloud Platform
11 1 (0.10%) Route 53
11 1 (0.10%) Virtual Private Cloud
Communications & Networking
1 43 (4.42%) Internet
2 26 (2.67%) Wireless
3 24 (2.47%) Firewall
4 22 (2.26%) LAN
4 22 (2.26%) WAN
5 20 (2.06%) Intranet
6 17 (1.75%) HTTP
7 14 (1.44%) DNS
7 14 (1.44%) Network Security
8 13 (1.34%) IP Telephony
9 12 (1.23%) Cisco ASA
9 12 (1.23%) Cisco ISE
9 12 (1.23%) Cisco Wireless
9 12 (1.23%) WLAN
10 10 (1.03%) SMS
11 9 (0.93%) TCP/IP
12 8 (0.82%) VPN
13 7 (0.72%) DHCP
13 7 (0.72%) Wi-Fi
14 6 (0.62%) MPLS
Database & Business Intelligence
1 193 (19.86%) Big Data
2 165 (16.98%) Data Mining
3 103 (10.60%) Hadoop
4 86 (8.85%) SQL Server
5 84 (8.64%) NoSQL
6 41 (4.22%) Apache Hive
7 39 (4.01%) MySQL
8 38 (3.91%) Data Warehouse
9 35 (3.60%) Relational Database
10 34 (3.50%) SQL Server Integration Services
11 32 (3.29%) PostgreSQL
12 29 (2.98%) MongoDB
13 26 (2.67%) Apache Cassandra
14 22 (2.26%) SQL Server Reporting Services
15 19 (1.95%) HBase
16 18 (1.85%) SQL Server 2008
17 16 (1.65%) QlikView
18 15 (1.54%) BusinessObjects
19 14 (1.44%) SQL Server 2012
20 13 (1.34%) SQL Server Analysis Services
Development Applications
1 13 (1.34%) Git (software)
2 10 (1.03%) Visual Studio
3 9 (0.93%) JIRA
4 7 (0.72%) Subversion
4 7 (0.72%) Xcode
5 5 (0.51%) Maven
5 5 (0.51%) Talend Open Studio
6 4 (0.41%) Jenkins
6 4 (0.41%) SQL Server Management Studio (SSMS)
7 3 (0.31%) Selenium
8 2 (0.21%) Balsamiq Mockups
8 2 (0.21%) Gatling
8 2 (0.21%) LoadRunner
9 1 (0.10%) CMake
9 1 (0.10%) JMeter
9 1 (0.10%) Mercurial
9 1 (0.10%) Oracle APEX
9 1 (0.10%) SCons
9 1 (0.10%) SpecFlow
9 1 (0.10%) Vagrant
General
1 322 (33.13%) Finance
2 181 (18.62%) Marketing
3 54 (5.56%) Games
4 52 (5.35%) Retail
5 36 (3.70%) Front Office
6 35 (3.60%) Banking
7 27 (2.78%) Telecoms
8 23 (2.37%) Advertising
9 21 (2.16%) Financial Institution
10 16 (1.65%) Publishing
11 15 (1.54%) Law
12 12 (1.23%) Legal
13 9 (0.93%) French Language
14 7 (0.72%) Automotive
14 7 (0.72%) Investment Banking
15 6 (0.62%) Military
15 6 (0.62%) Spanish Language
16 4 (0.41%) Italian Language
16 4 (0.41%) Manufacturing
16 4 (0.41%) Pharmaceutical
Job Titles
1 248 (25.51%) Data Scientist
2 190 (19.55%) Developer
3 173 (17.80%) Analyst
4 66 (6.79%) Senior Data Scientist
5 64 (6.58%) Machine Learning Scientist
6 60 (6.17%) Data Analyst
7 47 (4.84%) Junior
8 42 (4.32%) Quantitative Developer
9 41 (4.22%) C++ Developer
10 40 (4.12%) Insight Analyst
11 31 (3.19%) Consultant
12 29 (2.98%) C# Developer
12 29 (2.98%) Senior Developer
13 28 (2.88%) Python Developer
14 27 (2.78%) DBA
14 27 (2.78%) Java Developer
15 24 (2.47%) Network Engineer
16 22 (2.26%) SQL DBA
17 21 (2.16%) Senior Analyst
18 20 (2.06%) C++ Quantitative Developer
Libraries, Frameworks & Software Standards
1 60 (6.17%) HTML
2 38 (3.91%) NumPy
3 35 (3.60%) .NET
4 30 (3.09%) Natural Language Processing
5 23 (2.37%) Pandas
6 22 (2.26%) RESTful
7 21 (2.16%) SciPy
8 20 (2.06%) Django
9 19 (1.95%) Flash
10 17 (1.75%) Ajax
10 17 (1.75%) STL
10 17 (1.75%) XML
11 16 (1.65%) Flask
12 15 (1.54%) CSS
12 15 (1.54%) Phalcon
12 15 (1.54%) scikit-learn
13 14 (1.44%) AngularJS
13 14 (1.44%) FIX Protocol
13 14 (1.44%) Web Services
14 13 (1.34%) Matplotlib
Miscellaneous
1 402 (41.36%) Mathematics
2 343 (35.29%) Computer Science
3 233 (23.97%) Analytical Skills
4 164 (16.87%) Algorithms
5 110 (11.32%) Physics
6 95 (9.77%) Visualisation
7 81 (8.33%) Economics
8 60 (6.17%) Hedge funds
9 54 (5.56%) Data Centre
10 53 (5.45%) User Experience
11 48 (4.94%) Artificial Intelligence
12 47 (4.84%) Fintech
13 39 (4.01%) Management Information System
14 31 (3.19%) Data Structures
14 31 (3.19%) Foreign Exchange (FX)
14 31 (3.19%) Social Media
15 27 (2.78%) Fixed Income
16 26 (2.67%) Equities
16 26 (2.67%) Mobile App
17 25 (2.57%) Credit Risk
Operating Systems
1 100 (10.29%) Windows
2 85 (8.74%) Linux
3 56 (5.76%) Unix
4 30 (3.09%) Windows Server
5 29 (2.98%) Windows 7
6 25 (2.57%) Apple iOS
7 21 (2.16%) CentOS
8 20 (2.06%) Android
9 12 (1.23%) Windows Phone
9 12 (1.23%) Windows Server 2008
10 7 (0.72%) Ubuntu
10 7 (0.72%) Windows Server 2012
11 6 (0.62%) Windows Server 2003
11 6 (0.62%) Windows XP
12 5 (0.51%) Debian
12 5 (0.51%) Windows 10
13 3 (0.31%) Mac OS
14 1 (0.10%) Red Hat Enterprise Linux
14 1 (0.10%) Solaris
Processes & Methodologies
1 390 (40.12%) Analytics
2 308 (31.69%) Machine Learning
3 157 (16.15%) Data Analysis
4 144 (14.81%) Data Analytics
5 108 (11.11%) Agile Software Development
6 102 (10.49%) Business Intelligence
7 92 (9.47%) Predictive Modelling
8 71 (7.30%) OO
9 68 (7.00%) Software Engineering
10 66 (6.79%) Statistical Modelling
11 65 (6.69%) Statistical Analysis
12 59 (6.07%) E-Commerce
13 55 (5.66%) Customer Insight
13 55 (5.66%) Operations Research
14 51 (5.25%) Bayesian Methods
15 47 (4.84%) Data Visualisation
15 47 (4.84%) ETL
16 45 (4.63%) Data Modelling
17 44 (4.53%) Actionable Insight
18 43 (4.42%) Open Source
Programming Languages
1 402 (41.36%) SQL
2 382 (39.30%) Python
3 245 (25.21%) R
4 166 (17.08%) Java
5 128 (13.17%) C++
6 72 (7.41%) MATLAB
7 67 (6.89%) JavaScript
8 60 (6.17%) C#
9 58 (5.97%) Scala
10 39 (4.01%) PowerShell
11 35 (3.60%) PHP
12 29 (2.98%) VBA
13 25 (2.57%) Clojure
13 25 (2.57%) Perl
14 22 (2.26%) Haskell
14 22 (2.26%) Ruby
15 17 (1.75%) T-SQL
16 13 (1.34%) C
17 11 (1.13%) Bash Shell
18 9 (0.93%) PL/SQL
Qualifications
1 383 (39.40%) Degree
2 203 (20.88%) PhD
3 22 (2.26%) Cisco Certification
4 16 (1.65%) CCIE
4 16 (1.65%) CCNP
5 11 (1.13%) Security Cleared
6 9 (0.93%) OCP
6 9 (0.93%) Oracle Certification
7 8 (0.82%) ITIL Certification
8 7 (0.72%) CEH
8 7 (0.72%) CISSP
8 7 (0.72%) Microsoft Certification
9 6 (0.62%) CCNA
10 5 (0.51%) DV Cleared
11 4 (0.41%) ISEB
11 4 (0.41%) MCDBA
11 4 (0.41%) MCSE
11 4 (0.41%) MCTS
11 4 (0.41%) PRINCE2 Practitioner
11 4 (0.41%) SC Cleared
Quality Assurance & Compliance
1 46 (4.73%) QA
2 33 (3.40%) SLA
3 21 (2.16%) Data Quality
4 13 (1.34%) COBIT
5 6 (0.62%) Actionable Recommendations
6 2 (0.21%) Basel III
6 2 (0.21%) MiFID
7 1 (0.10%) IAS 39
7 1 (0.10%) ISO 9001
7 1 (0.10%) ISO/IEC 27001
7 1 (0.10%) SSAE 16
System Software
1 38 (3.91%) Active Directory
2 28 (2.88%) VMware Infrastructure
3 8 (0.82%) Docker
3 8 (0.82%) Virtual Servers
3 8 (0.82%) vSphere
4 6 (0.62%) Hyper-V
5 5 (0.51%) Microsoft App-V
5 5 (0.51%) NFS
5 5 (0.51%) Virtual Desktop
5 5 (0.51%) XenServer
6 3 (0.31%) Virtual Machines
7 2 (0.21%) Apache ZooKeeper
7 2 (0.21%) HDFS
7 2 (0.21%) Terminal Services
7 2 (0.21%) vCloud
8 1 (0.10%) Apache Flume
8 1 (0.10%) Firmware
8 1 (0.10%) QEMU
8 1 (0.10%) VirtualBox
8 1 (0.10%) XenApp
Systems Management
1 9 (0.93%) Failover Clustering
1 9 (0.93%) SCCM
2 7 (0.72%) Puppet
3 5 (0.51%) NetBackup
3 5 (0.51%) Netcool
3 5 (0.51%) OpenView Configuration Management
4 4 (0.41%) Opscode Chef
4 4 (0.41%) Perfmon
4 4 (0.41%) SolarWinds Orion
5 3 (0.31%) BMC Performance Manager
5 3 (0.31%) Data Guard
5 3 (0.31%) Oracle RMAN
6 2 (0.21%) Nagios
6 2 (0.21%) vRealize
6 2 (0.21%) WSUS
6 2 (0.21%) ZABBIX
7 1 (0.10%) Microsoft Clustering
7 1 (0.10%) rkt
7 1 (0.10%) SCOM
7 1 (0.10%) SCVMM
Vendors
1 73 (7.51%) Microsoft
2 61 (6.28%) Oracle
3 52 (5.35%) Tableau
4 48 (4.94%) Google
5 32 (3.29%) Cisco
6 28 (2.88%) Citrix
6 28 (2.88%) VMware
7 22 (2.26%) HP
7 22 (2.26%) Red Hat
8 19 (1.95%) Adobe
8 19 (1.95%) Facebook
8 19 (1.95%) SolarWinds
9 16 (1.65%) Splunk
10 14 (1.44%) Avaya
10 14 (1.44%) PayPal
11 12 (1.23%) IBM
11 12 (1.23%) Nortel
11 12 (1.23%) Sybase
11 12 (1.23%) Tandberg
12 11 (1.13%) Palo Alto
Central London
Global Markets Recruitment
Posted: 22 hours ago
London
Give A Grad A Go
Salary: £20k per year
Posted: Yesterday
London
Parallel Consulting
Salary: £60000 - £70000 per annum
Posted: 3 days ago
London
Oliver Bernard
Salary: £100000 - £120000 per annum
Posted: 5 days ago
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: 5 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: 4 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
London
Creative Personnel
Salary: £45000 - £60000 per annum
Posted: 4 days ago
London
Computer Futures
Salary: competitive
Posted: 4 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 4 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
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
London
Vivid Resourcing
Salary: £30 - £60 per annum
Posted: 12 days ago
London
Engage PSG
Salary: £55000 - £75000 per annum + equity, bonus
Posted: 6 days ago
London
Engage PSG
Salary: £500 - £700 per day
Posted: 5 days ago
London
Talent Point
Salary: £27000.00 - £33000.00 per annum
Posted: 14 days ago
London
Networking People
Salary: £65000 - £85000 per annum + full corporate benefits package
Posted: 4 days ago
South West London
Lorien Resourcing
Salary: Negotiable + bonus + shift allowance
Posted: 3 days ago
London
OHO Group Ltd.
Salary: £60000 - £150000 per annum, Benefits: Excellent Bonus and Benefits
Posted: 12 days ago
London
PwC
Salary: Competitive plus benefits
Posted: 17 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 11 days ago