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

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Statistics
Rank 253 274 272
Rank change year-on-year
+21 -2
Permanent jobs citing Statistics 472 503 503
As % of all permanent IT jobs located in London 1.22% 1.14% 1.06%
As % of the Miscellaneous category 2.66% 2.38% 2.36%
Number of salaries quoted 406 360 375
Median salary £56,125 £50,000 £50,000
Median salary % change year-on-year
+12.25% -
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £90,000 £86,500 £80,000
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
17757 21092 21350
As % of all permanent IT jobs located in London 46.00% 47.98% 45.16%
Number of salaries quoted 15027 17327 17246
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 £33,000 £32,500
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 August 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 August 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 +48 83 £52,500 +5.00% 12
Ealing - 4 £45,000 -
Feltham - 2 £41,750 -
Westminster - 2 - -
Osterley - 2 £55,000 -
Isleworth 0 1 £55,000 -
Wimbledon -15 1 £47,500 +72.72%
Statistics
England

Statistics
Top 30 Related IT Skills in London

For the 6 months to 27 August 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.

1 427 (42.53%) SQL
2 414 (41.24%) Analytics
3 399 (39.74%) Mathematics
4 395 (39.34%) Python
5 382 (38.05%) Degree
6 334 (33.27%) Computer Science
7 328 (32.67%) Finance
7 328 (32.67%) Machine Learning
8 254 (25.30%) Analytical Skills
9 249 (24.80%) R
10 199 (19.82%) PhD
11 182 (18.13%) Marketing
12 180 (17.93%) Java
13 170 (16.93%) Data Analysis
14 169 (16.83%) Big Data
15 168 (16.73%) Data Mining
16 158 (15.74%) Algorithms
17 150 (14.94%) Data Analytics
18 147 (14.64%) C++
19 135 (13.45%) SAS
20 123 (12.25%) Physics
21 117 (11.65%) Business Intelligence
22 111 (11.06%) Agile Software Development
23 108 (10.76%) Hadoop
24 107 (10.66%) Visualisation
25 104 (10.36%) Windows
26 98 (9.76%) Predictive Modelling
27 94 (9.36%) SQL Server
28 89 (8.86%) Economics
29 88 (8.76%) 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
1 135 (13.45%) SAS
2 70 (6.97%) Apache Spark
3 21 (2.09%) Skype for Business
4 13 (1.29%) Apache Pig
5 9 (0.90%) Apache
5 9 (0.90%) MS Exchange
6 7 (0.70%) CMS
6 7 (0.70%) Elasticsearch
6 7 (0.70%) SharePoint
7 6 (0.60%) WordPress
8 5 (0.50%) Drupal
9 4 (0.40%) Confluence
9 4 (0.40%) Tomcat
10 3 (0.30%) ArcGIS
11 2 (0.20%) IIS
12 1 (0.100%) Exchange Server 2010
12 1 (0.100%) Exchange Server 2013
12 1 (0.100%) SharePoint 2013
Applications
1 79 (7.87%) SPSS
2 61 (6.08%) MS Excel
2 61 (6.08%) MS Office
3 22 (2.19%) MS PowerPoint
4 15 (1.49%) GNU Octave
5 8 (0.80%) MS Visio
5 8 (0.80%) Stata
6 5 (0.50%) EViews
7 4 (0.40%) Mathematica
7 4 (0.40%) Weka
8 3 (0.30%) Gephi
9 2 (0.20%) CPLEX
9 2 (0.20%) Maple
9 2 (0.20%) MS Project
9 2 (0.20%) OmniGraffle
10 1 (0.100%) Mathcad
10 1 (0.100%) S-PLUS
10 1 (0.100%) Spreadsheet
Business Applications
1 6 (0.60%) FastStats
2 3 (0.30%) Oracle AML
2 3 (0.30%) Oracle EBS
2 3 (0.30%) SAP Oil and Gas
3 2 (0.20%) MetaTrader
4 1 (0.100%) Cognos TM1
4 1 (0.100%) Magento
4 1 (0.100%) Revive Adserver
Cloud Services
1 52 (5.18%) Amazon AWS
2 33 (3.29%) Google Analytics
3 19 (1.89%) Adobe Analytics
4 18 (1.79%) GitHub
5 15 (1.49%) Mimecast
6 10 (1.00%) Google Play
7 9 (0.90%) Cloud Computing
8 6 (0.60%) Microsoft Azure
8 6 (0.60%) SaaS
9 4 (0.40%) Amazon Kinesis
9 4 (0.40%) Office 365
10 3 (0.30%) Amazon EC2
10 3 (0.30%) iTunes
11 2 (0.20%) Amazon EMR
11 2 (0.20%) Amazon S3
11 2 (0.20%) Google Apps
11 2 (0.20%) IBM Cloud
12 1 (0.100%) Amazon ELB
12 1 (0.100%) Google Cloud Platform
12 1 (0.100%) Route 53
Communications & Networking
1 46 (4.58%) Internet
2 30 (2.99%) Wireless
3 28 (2.79%) Firewall
4 27 (2.69%) Intranet
5 25 (2.49%) LAN
5 25 (2.49%) WAN
6 16 (1.59%) IP Telephony
7 15 (1.49%) Cisco ASA
7 15 (1.49%) Cisco ISE
7 15 (1.49%) Cisco Wireless
7 15 (1.49%) Network Security
7 15 (1.49%) WLAN
8 12 (1.20%) SMS
9 11 (1.10%) DNS
10 9 (0.90%) HTTP
10 9 (0.90%) TCP/IP
11 8 (0.80%) ATM
11 8 (0.80%) VPN
12 7 (0.70%) MPLS
12 7 (0.70%) Wi-Fi
Database & Business Intelligence
1 169 (16.83%) Big Data
2 168 (16.73%) Data Mining
3 108 (10.76%) Hadoop
4 94 (9.36%) SQL Server
5 83 (8.27%) NoSQL
6 46 (4.58%) Apache Hive
7 43 (4.28%) Data Warehouse
7 43 (4.28%) SQL Server Integration Services
8 40 (3.98%) Relational Database
9 37 (3.69%) MySQL
10 33 (3.29%) PostgreSQL
11 24 (2.39%) Apache Cassandra
12 23 (2.29%) MongoDB
13 22 (2.19%) SQL Server 2008
14 21 (2.09%) SQL Server Reporting Services
15 19 (1.89%) QlikView
16 17 (1.69%) SQL Server 2012
17 16 (1.59%) Amazon Redshift
17 16 (1.59%) OLAP
18 15 (1.49%) RDBMS
Development Applications
1 14 (1.39%) Git (software)
2 10 (1.00%) Visual Studio
2 10 (1.00%) Xcode
3 9 (0.90%) JIRA
4 8 (0.80%) Subversion
5 5 (0.50%) Maven
5 5 (0.50%) Talend Open Studio
6 4 (0.40%) SQL Server Management Studio (SSMS)
7 3 (0.30%) Jenkins
8 2 (0.20%) Balsamiq Mockups
8 2 (0.20%) LoadRunner
8 2 (0.20%) Mercurial
8 2 (0.20%) Selenium
8 2 (0.20%) Vagrant
9 1 (0.100%) CMake
9 1 (0.100%) Gatling
9 1 (0.100%) JMeter
9 1 (0.100%) Oracle APEX
9 1 (0.100%) SCons
General
1 328 (32.67%) Finance
2 182 (18.13%) Marketing
3 63 (6.27%) Games
4 54 (5.38%) Retail
5 46 (4.58%) Banking
6 41 (4.08%) Front Office
7 34 (3.39%) Telecoms
8 28 (2.79%) Advertising
9 20 (1.99%) Law
10 19 (1.89%) Financial Institution
11 16 (1.59%) Publishing
12 15 (1.49%) Legal
13 9 (0.90%) French Language
13 9 (0.90%) Spanish Language
14 8 (0.80%) Investment Banking
15 7 (0.70%) Automotive
16 6 (0.60%) Military
17 5 (0.50%) Pharmaceutical
18 4 (0.40%) Back Office
18 4 (0.40%) Manufacturing
Job Titles
1 253 (25.20%) Data Scientist
2 185 (18.43%) Analyst
3 184 (18.33%) Developer
4 69 (6.87%) Data Analyst
4 69 (6.87%) Senior Data Scientist
5 67 (6.67%) Machine Learning Scientist
6 53 (5.28%) Junior
7 45 (4.48%) Quantitative Developer
8 38 (3.78%) C++ Developer
8 38 (3.78%) Insight Analyst
9 33 (3.29%) Java Developer
10 32 (3.19%) Consultant
10 32 (3.19%) Python Developer
11 31 (3.09%) Senior Developer
12 27 (2.69%) DBA
12 27 (2.69%) Network Engineer
12 27 (2.69%) SQL Analyst
13 25 (2.49%) Senior Analyst
14 22 (2.19%) Data Engineer
15 21 (2.09%) SQL DBA
Libraries, Frameworks & Software Standards
1 64 (6.37%) HTML
2 49 (4.88%) NumPy
3 39 (3.88%) .NET
4 32 (3.19%) Natural Language Processing
5 27 (2.69%) SciPy
6 25 (2.49%) Pandas
6 25 (2.49%) RESTful
7 24 (2.39%) CSS
7 24 (2.39%) XML
8 23 (2.29%) Django
9 20 (1.99%) Flash
10 19 (1.89%) Flask
11 17 (1.69%) Matplotlib
12 16 (1.59%) ASP.NET
12 16 (1.59%) FIX Protocol
12 16 (1.59%) Phalcon
13 15 (1.49%) STL
14 14 (1.39%) scikit-learn
15 13 (1.29%) Web Services
16 12 (1.20%) TensorFlow
Miscellaneous
1 399 (39.74%) Mathematics
2 334 (33.27%) Computer Science
3 254 (25.30%) Analytical Skills
4 158 (15.74%) Algorithms
5 123 (12.25%) Physics
6 107 (10.66%) Visualisation
7 89 (8.86%) Economics
8 68 (6.77%) User Experience
9 63 (6.27%) Hedge funds
10 60 (5.98%) Data Centre
11 54 (5.38%) Artificial Intelligence
12 42 (4.18%) Fintech
12 42 (4.18%) Management Information System
13 35 (3.49%) Foreign Exchange (FX)
14 33 (3.29%) Equities
15 31 (3.09%) Mobile App
16 30 (2.99%) Fixed Income
17 29 (2.89%) Social Media
18 25 (2.49%) Neural Network
19 24 (2.39%) Data Structures
Operating Systems
1 104 (10.36%) Windows
2 88 (8.76%) Linux
3 58 (5.78%) Unix
4 31 (3.09%) Windows 7
5 30 (2.99%) Windows Server
6 29 (2.89%) Apple iOS
7 26 (2.59%) Android
8 19 (1.89%) CentOS
9 15 (1.49%) Windows Phone
10 9 (0.90%) Windows Server 2008
11 7 (0.70%) Windows 10
11 7 (0.70%) Windows Server 2012
12 6 (0.60%) Ubuntu
13 5 (0.50%) Debian
14 4 (0.40%) Windows Server 2003
14 4 (0.40%) Windows XP
15 1 (0.100%) Mac OS
15 1 (0.100%) Red Hat Enterprise Linux
Processes & Methodologies
1 414 (41.24%) Analytics
2 328 (32.67%) Machine Learning
3 170 (16.93%) Data Analysis
4 150 (14.94%) Data Analytics
5 117 (11.65%) Business Intelligence
6 111 (11.06%) Agile Software Development
7 98 (9.76%) Predictive Modelling
8 75 (7.47%) Statistical Modelling
9 72 (7.17%) OO
10 71 (7.07%) Software Engineering
11 66 (6.57%) Statistical Analysis
12 64 (6.37%) E-Commerce
13 60 (5.98%) Operations Research
14 58 (5.78%) Data Modelling
15 57 (5.68%) Bayesian Methods
16 53 (5.28%) Mentoring
17 52 (5.18%) Actionable Insight
17 52 (5.18%) Data Visualisation
17 52 (5.18%) ETL
18 51 (5.08%) Open Source
Programming Languages
1 427 (42.53%) SQL
2 395 (39.34%) Python
3 249 (24.80%) R
4 180 (17.93%) Java
5 147 (14.64%) C++
6 81 (8.07%) MATLAB
7 76 (7.57%) JavaScript
8 55 (5.48%) C#
9 54 (5.38%) Scala
10 41 (4.08%) PowerShell
11 35 (3.49%) VBA
12 27 (2.69%) Clojure
13 25 (2.49%) Haskell
14 24 (2.39%) Ruby
15 20 (1.99%) Perl
16 18 (1.79%) T-SQL
17 17 (1.69%) PHP
18 16 (1.59%) C
19 13 (1.29%) PL/SQL
20 10 (1.00%) Objective-C
Qualifications
1 382 (38.05%) Degree
2 199 (19.82%) PhD
3 26 (2.59%) Cisco Certification
4 19 (1.89%) CCIE
4 19 (1.89%) CCNP
5 7 (0.70%) CCNA
5 7 (0.70%) Microsoft Certification
5 7 (0.70%) OCP
5 7 (0.70%) Oracle Certification
5 7 (0.70%) Security Cleared
6 6 (0.60%) ITIL Certification
7 4 (0.40%) CEH
7 4 (0.40%) CISSP
7 4 (0.40%) ISEB
7 4 (0.40%) MCDBA
7 4 (0.40%) MCSE
7 4 (0.40%) PRINCE2 Practitioner
8 3 (0.30%) DV Cleared
8 3 (0.30%) MCITP
8 3 (0.30%) MCTS
Quality Assurance & Compliance
1 43 (4.28%) QA
2 32 (3.19%) Data Quality
3 29 (2.89%) SLA
4 10 (1.00%) COBIT
5 6 (0.60%) Actionable Recommendations
6 2 (0.20%) Basel III
6 2 (0.20%) MiFID
7 1 (0.100%) ISO 9001
7 1 (0.100%) ISO/IEC 27001
7 1 (0.100%) SSAE 16
System Software
1 35 (3.49%) Active Directory
2 27 (2.69%) VMware Infrastructure
3 12 (1.20%) Docker
4 10 (1.00%) Virtual Servers
5 7 (0.70%) Microsoft App-V
6 6 (0.60%) vSphere
7 5 (0.50%) Hyper-V
7 5 (0.50%) Virtual Desktop
7 5 (0.50%) XenServer
8 4 (0.40%) Apache ZooKeeper
8 4 (0.40%) NFS
9 3 (0.30%) Virtual Machines
10 2 (0.20%) Terminal Services
10 2 (0.20%) VirtualBox
11 1 (0.100%) HDFS
11 1 (0.100%) QEMU
11 1 (0.100%) Snort
11 1 (0.100%) vCloud
11 1 (0.100%) Xen
11 1 (0.100%) XenApp
Systems Management
1 11 (1.10%) SCCM
2 7 (0.70%) Failover Clustering
3 6 (0.60%) Puppet
4 5 (0.50%) Netcool
4 5 (0.50%) Opscode Chef
5 4 (0.40%) Data Guard
5 4 (0.40%) Oracle RMAN
5 4 (0.40%) Perfmon
5 4 (0.40%) SolarWinds Orion
6 3 (0.30%) NetBackup
6 3 (0.30%) OpenView Configuration Management
7 2 (0.20%) Netcool/OMNIbus
7 2 (0.20%) Tivoli
7 2 (0.20%) Tivoli Monitoring
7 2 (0.20%) Tivoli Storage Manager
7 2 (0.20%) vRealize
7 2 (0.20%) WSUS
8 1 (0.100%) Microsoft Clustering
8 1 (0.100%) Plesk
8 1 (0.100%) ZABBIX
Vendors
1 88 (8.76%) Microsoft
2 62 (6.18%) Oracle
3 59 (5.88%) Tableau
4 56 (5.58%) Google
5 38 (3.78%) Cisco
6 29 (2.89%) Citrix
7 27 (2.69%) VMware
8 24 (2.39%) Facebook
9 23 (2.29%) SolarWinds
10 22 (2.19%) HP
11 19 (1.89%) Adobe
11 19 (1.89%) Red Hat
12 17 (1.69%) Avaya
13 16 (1.59%) Apple
13 16 (1.59%) IBM
13 16 (1.59%) PayPal
13 16 (1.59%) Splunk
14 15 (1.49%) Nortel
14 15 (1.49%) Tandberg
15 13 (1.29%) Sybase
City, London
Harris Global
Salary: From £50,000 to £75,000 per annum Benefits + Bonus
Posted: Yesterday
Central London / West End
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: Yesterday
City, London
Harris Global
Salary: From £40,000 to £60,000 per annum Benefits + Bonus
Posted: Yesterday
City, London
Networking People
Salary: Bonus + Benefits
Posted: 3 days ago
East London
THE RACING POST
Posted: 3 days ago
London
Capita Resourcing - IT Resourcing
Salary: £30000 - £40000 per annum
Posted: 5 days ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Benefits package
Posted: 3 days ago
London
Colston Consulting
Salary: £80000 - £100000 per annum
Posted: 5 days ago
London
Eames Consulting
Salary: £70000 - £85000 per annum + Bonus & Benefits
Posted: 5 days ago
City, London
Parallel Consulting
Salary: £120000 - £130000 per annum
Posted: 4 days ago
City, London
ISL
Salary: £60000 - £75000 per annum + equity
Posted: 5 days ago
London
onezeero.
Salary: £80000 - £100000 per annum + Bonus & Bens
Posted: 5 days ago
London
Initi8 Recruitment
Salary: £50000 - £65000 Per Annum
Posted: 4 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 5 days ago
North London
Client Server
Salary: £60k to £70k + benefits
Posted: 4 days ago
North West London
Jonothan Bosworth
Salary: £35000 - £45000 Per Annum
Posted: Yesterday
London
Durlston Partners
Salary: Up to £100,000 per annum + Bonus + Benefits
Posted: 5 days ago
City, London
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: 4 days ago
City, London
Sealed Envelope Ltd
Salary: From £25,000 to £35,000 per annum
Posted: 3 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 5 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 5 days ago
South West London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 4 days ago
London
Stafford-Sharp Associates
Salary: £45000.00 - £55000.00 per annum + Bens
Posted: 4 days ago
Central London / West End
Tech
Salary: From £30,000 to £35,000 per annum
Posted: 3 days ago
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: 3 days ago
East London
Exponential-e Limited
Salary: From £30,000 to £40,000 per annum
Posted: 10 days ago
South West London
Lorien Resourcing
Salary: Negotiable + bonus + shift allowance
Posted: 4 days ago
London
Square One Resources
Salary: From £50,000 to £60,000 per annum + Benefits
Posted: 5 days ago
South East London
Good & Co
Salary: Competitive Salary plus 29 days holiday & Group Pension
Posted: 17 days ago
South East London
Playtech
Salary: Competitive salary + bonus and benefits
Posted: 9 days ago