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 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 262 264 278
Rank change year-on-year
+2 +14
Permanent jobs citing Statistics 464 527 541
As % of all permanent IT jobs located in London 1.17% 1.18% 1.13%
As % of the Miscellaneous category 2.56% 2.52% 2.45%
Number of salaries quoted 383 374 419
Median salary £55,000 £55,000 £50,000
Median salary % change year-on-year
- +10.00%
90% offered a salary of more than £35,000 £35,000 £31,100
10% offered a salary of more than £89,250 £90,000 £80,000
UK excluding London median salary £40,000 £39,500 £39,375
% change year-on-year
+1.26% +0.31%
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
18140 20924 22058
As % of all permanent IT jobs located in London 45.91% 47.05% 45.91%
Number of salaries quoted 15310 17023 17996
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 £32,500 £34,500
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 25 July 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 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
City of London +26 66 £52,500 -4.54% 13
Westminster - 2 - -
Osterley - 2 £55,000 -
Wimbledon - 2 £47,500 -
Isleworth -3 1 £55,000 +46.66%
Wembley - 1 £40,000 -
Ealing - 1 £50,000 - 1
Hillingdon - 1 £41,000 -
Feltham - 1 £40,000 -
Statistics
England

Statistics
Top 30 Related IT Skills in London

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 across the London region with a requirement for Statistics.

1 471 (45.46%) SQL
2 449 (43.34%) Analytics
3 438 (42.28%) Mathematics
4 412 (39.77%) Python
5 380 (36.68%) Degree
6 362 (34.94%) Computer Science
7 360 (34.75%) Finance
8 357 (34.46%) Machine Learning
9 292 (28.19%) R
10 289 (27.90%) Analytical Skills
11 214 (20.66%) PhD
12 197 (19.02%) Java
12 197 (19.02%) Big Data
13 181 (17.47%) Marketing
14 175 (16.89%) Data Analysis
15 173 (16.70%) Data Mining
16 163 (15.73%) Algorithms
17 157 (15.15%) Data Analytics
18 154 (14.86%) C++
19 151 (14.58%) SAS
20 142 (13.71%) Hadoop
21 136 (13.13%) Physics
22 125 (12.07%) Business Intelligence
23 120 (11.58%) Visualisation
24 117 (11.29%) Predictive Modelling
25 112 (10.81%) Agile Software Development
26 107 (10.33%) Windows
27 105 (10.14%) Economics
28 104 (10.04%) SQL Server
28 104 (10.04%) Microsoft

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
1 151 (14.58%) SAS
2 87 (8.40%) Apache Spark
3 22 (2.12%) Skype for Business
4 20 (1.93%) Apache Pig
5 11 (1.06%) Apache
6 8 (0.77%) MS Exchange
7 7 (0.68%) CMS
7 7 (0.68%) SharePoint
8 6 (0.58%) Elasticsearch
8 6 (0.58%) WordPress
9 5 (0.48%) Drupal
10 4 (0.39%) Confluence
10 4 (0.39%) Tomcat
11 3 (0.29%) ArcGIS
12 2 (0.19%) Apache Solr
12 2 (0.19%) IIS
13 1 (0.097%) Exchange Server 2010
13 1 (0.097%) Exchange Server 2013
13 1 (0.097%) SharePoint 2013
Applications
1 81 (7.82%) SPSS
2 73 (7.05%) MS Excel
3 51 (4.92%) MS Office
4 31 (2.99%) MS PowerPoint
5 9 (0.87%) Mathematica
6 8 (0.77%) GNU Octave
6 8 (0.77%) MS Visio
7 6 (0.58%) EViews
7 6 (0.58%) Stata
8 5 (0.48%) Gephi
9 4 (0.39%) Weka
10 3 (0.29%) MS Project
11 2 (0.19%) Maple
12 1 (0.097%) Mathcad
12 1 (0.097%) S-PLUS
12 1 (0.097%) Spreadsheet
Business Applications
1 5 (0.48%) MetaTrader
2 4 (0.39%) FastStats
2 4 (0.39%) SAP Oil and Gas
3 2 (0.19%) Oracle EBS
4 1 (0.097%) Cognos TM1
4 1 (0.097%) Magento
Cloud Services
1 51 (4.92%) Amazon AWS
2 35 (3.38%) Google Analytics
3 19 (1.83%) Adobe Analytics
4 17 (1.64%) Mimecast
5 13 (1.25%) GitHub
6 10 (0.97%) Google Play
6 10 (0.97%) Microsoft Azure
7 9 (0.87%) Cloud Computing
8 6 (0.58%) SaaS
9 5 (0.48%) Google Cloud Platform
10 4 (0.39%) Amazon Kinesis
11 3 (0.29%) Amazon EC2
11 3 (0.29%) Office 365
12 2 (0.19%) Amazon EMR
12 2 (0.19%) Amazon S3
12 2 (0.19%) Google Apps
12 2 (0.19%) iTunes
13 1 (0.097%) AdWords
13 1 (0.097%) Amazon ELB
13 1 (0.097%) Route 53
Communications & Networking
1 42 (4.05%) Internet
2 30 (2.90%) Wireless
3 29 (2.80%) Firewall
4 27 (2.61%) LAN
4 27 (2.61%) WAN
5 26 (2.51%) Intranet
6 17 (1.64%) IP Telephony
7 16 (1.54%) Cisco ASA
7 16 (1.54%) Cisco ISE
7 16 (1.54%) Cisco Wireless
7 16 (1.54%) Network Security
7 16 (1.54%) SMS
7 16 (1.54%) WLAN
8 9 (0.87%) DNS
8 9 (0.87%) VPN
9 8 (0.77%) ATM
10 7 (0.68%) DWDM
10 7 (0.68%) MPLS
10 7 (0.68%) Unified Communications
10 7 (0.68%) Wi-Fi
Database & Business Intelligence
1 197 (19.02%) Big Data
2 173 (16.70%) Data Mining
3 142 (13.71%) Hadoop
4 104 (10.04%) SQL Server
5 84 (8.11%) NoSQL
6 63 (6.08%) Apache Hive
7 58 (5.60%) Data Warehouse
8 52 (5.02%) Relational Database
9 51 (4.92%) SQL Server Integration Services
10 33 (3.19%) PostgreSQL
11 30 (2.90%) MySQL
12 28 (2.70%) SQL Server 2008
13 27 (2.61%) MongoDB
14 26 (2.51%) SQL Server Reporting Services
15 24 (2.32%) QlikView
15 24 (2.32%) SQL Server 2012
16 23 (2.22%) OLAP
17 21 (2.03%) Apache Cassandra
18 19 (1.83%) RDBMS
19 17 (1.64%) BusinessObjects
Development Applications
1 14 (1.35%) Git (software)
2 11 (1.06%) Visual Studio
3 9 (0.87%) JIRA
3 9 (0.87%) Xcode
4 8 (0.77%) Subversion
5 5 (0.48%) Maven
5 5 (0.48%) Talend Open Studio
6 4 (0.39%) Grunt
6 4 (0.39%) Mercurial
6 4 (0.39%) SQL Server Management Studio (SSMS)
7 3 (0.29%) Jenkins
7 3 (0.29%) Vagrant
8 1 (0.097%) CMake
8 1 (0.097%) LoadRunner
8 1 (0.097%) Oracle APEX
8 1 (0.097%) SCons
8 1 (0.097%) Selenium
General
1 360 (34.75%) Finance
2 181 (17.47%) Marketing
3 62 (5.98%) Retail
4 59 (5.69%) Games
5 56 (5.41%) Banking
6 43 (4.15%) Front Office
7 38 (3.67%) Telecoms
8 28 (2.70%) Law
9 25 (2.41%) Advertising
10 20 (1.93%) Financial Institution
11 16 (1.54%) Publishing
12 13 (1.25%) Legal
13 11 (1.06%) Spanish Language
14 10 (0.97%) French Language
15 8 (0.77%) German Language
15 8 (0.77%) Investment Banking
15 8 (0.77%) Pharmaceutical
16 7 (0.68%) Automotive
17 6 (0.58%) International Banking
17 6 (0.58%) Manufacturing
Job Titles
1 278 (26.83%) Data Scientist
2 200 (19.31%) Analyst
3 192 (18.53%) Developer
4 87 (8.40%) Senior Data Scientist
5 82 (7.92%) Data Analyst
6 71 (6.85%) Machine Learning Scientist
7 55 (5.31%) Junior
8 43 (4.15%) Quantitative Developer
9 39 (3.76%) Senior Developer
10 37 (3.57%) Java Developer
11 36 (3.47%) SQL Analyst
12 34 (3.28%) Consultant
12 34 (3.28%) Python Developer
13 33 (3.19%) Senior Analyst
13 33 (3.19%) SQL Developer
14 32 (3.09%) C++ Developer
14 32 (3.09%) Insight Analyst
15 28 (2.70%) Network Engineer
16 25 (2.41%) Data Engineer
16 25 (2.41%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 65 (6.27%) HTML
2 57 (5.50%) NumPy
3 45 (4.34%) .NET
4 38 (3.67%) SciPy
5 34 (3.28%) Natural Language Processing
6 32 (3.09%) Pandas
7 26 (2.51%) Flash
8 24 (2.32%) RESTful
9 22 (2.12%) CSS
10 20 (1.93%) D3.js
10 20 (1.93%) XML
11 19 (1.83%) Web Services
12 18 (1.74%) Django
13 17 (1.64%) FIX Protocol
13 17 (1.64%) scikit-learn
14 16 (1.54%) ASP.NET
15 15 (1.45%) STL
16 14 (1.35%) Flask
16 14 (1.35%) MDX
17 13 (1.25%) HTML5
Miscellaneous
1 438 (42.28%) Mathematics
2 362 (34.94%) Computer Science
3 289 (27.90%) Analytical Skills
4 163 (15.73%) Algorithms
5 136 (13.13%) Physics
6 120 (11.58%) Visualisation
7 105 (10.14%) Economics
8 75 (7.24%) User Experience
9 60 (5.79%) Data Centre
10 53 (5.12%) Hedge funds
11 47 (4.54%) Artificial Intelligence
11 47 (4.54%) Fintech
12 40 (3.86%) Equities
13 39 (3.76%) Management Information System
14 37 (3.57%) Foreign Exchange (FX)
15 32 (3.09%) Fixed Income
15 32 (3.09%) Mobile App
16 26 (2.51%) Data Integration
16 26 (2.51%) Neural Network
17 25 (2.41%) Credit Risk
Operating Systems
1 107 (10.33%) Windows
2 87 (8.40%) Linux
3 55 (5.31%) Unix
4 30 (2.90%) Windows 7
5 29 (2.80%) Apple iOS
6 28 (2.70%) Android
6 28 (2.70%) Windows Server
7 18 (1.74%) CentOS
8 17 (1.64%) Windows Phone
9 7 (0.68%) Windows 10
10 6 (0.58%) Windows Server 2008
10 6 (0.58%) Windows Server 2012
11 5 (0.48%) Ubuntu
12 4 (0.39%) Debian
12 4 (0.39%) Windows XP
13 2 (0.19%) Windows Server 2003
14 1 (0.097%) Mac OS
14 1 (0.097%) Red Hat Enterprise Linux
Processes & Methodologies
1 449 (43.34%) Analytics
2 357 (34.46%) Machine Learning
3 175 (16.89%) Data Analysis
4 157 (15.15%) Data Analytics
5 125 (12.07%) Business Intelligence
6 117 (11.29%) Predictive Modelling
7 112 (10.81%) Agile Software Development
8 76 (7.34%) Operations Research
9 70 (6.76%) Statistical Analysis
9 70 (6.76%) Statistical Modelling
10 65 (6.27%) OO
11 64 (6.18%) E-Commerce
12 61 (5.89%) Software Engineering
13 57 (5.50%) Mentoring
14 56 (5.41%) Bayesian Methods
14 56 (5.41%) Data Modelling
14 56 (5.41%) Data Visualisation
15 55 (5.31%) ETL
15 55 (5.31%) Open Source
16 50 (4.83%) Time Series Analysis
Programming Languages
1 471 (45.46%) SQL
2 412 (39.77%) Python
3 292 (28.19%) R
4 197 (19.02%) Java
5 154 (14.86%) C++
6 102 (9.85%) MATLAB
7 92 (8.88%) JavaScript
8 66 (6.37%) Scala
9 62 (5.98%) C#
10 40 (3.86%) VBA
11 35 (3.38%) PowerShell
12 30 (2.90%) Ruby
13 24 (2.32%) Clojure
14 23 (2.22%) Perl
15 21 (2.03%) C
16 20 (1.93%) Haskell
17 17 (1.64%) T-SQL
18 16 (1.54%) PL/SQL
19 11 (1.06%) Julia
20 9 (0.87%) Objective-C
Qualifications
1 380 (36.68%) Degree
2 214 (20.66%) PhD
3 28 (2.70%) Cisco Certification
4 23 (2.22%) CCNP
5 21 (2.03%) CCIE
6 8 (0.77%) ISEB
6 8 (0.77%) ITIL Certification
6 8 (0.77%) Security Cleared
7 7 (0.68%) CCNA
7 7 (0.68%) Microsoft Certification
8 5 (0.48%) MBA
8 5 (0.48%) MCDBA
8 5 (0.48%) Postgraduate
9 4 (0.39%) MCSE
10 3 (0.29%) CISSP
10 3 (0.29%) SC Cleared
11 2 (0.19%) CEH
11 2 (0.19%) DV Cleared
11 2 (0.19%) MCITP
11 2 (0.19%) MCTS
Quality Assurance & Compliance
1 41 (3.96%) Data Quality
2 32 (3.09%) QA
3 28 (2.70%) SLA
4 6 (0.58%) COBIT
5 2 (0.19%) Actionable Recommendations
5 2 (0.19%) Basel III
5 2 (0.19%) ISO 9001
5 2 (0.19%) MiFID
6 1 (0.097%) ISO/IEC 27001
6 1 (0.097%) SSAE 16
System Software
1 33 (3.19%) Active Directory
2 23 (2.22%) VMware Infrastructure
3 13 (1.25%) Docker
4 10 (0.97%) Virtual Servers
5 7 (0.68%) Microsoft App-V
6 6 (0.58%) vSphere
7 5 (0.48%) Hyper-V
8 4 (0.39%) Apache ZooKeeper
8 4 (0.39%) Virtual Desktop
8 4 (0.39%) XenServer
9 3 (0.29%) HDFS
9 3 (0.29%) NFS
9 3 (0.29%) Virtual Machines
9 3 (0.29%) VirtualBox
10 2 (0.19%) XenApp
11 1 (0.097%) Firmware
11 1 (0.097%) iptables
11 1 (0.097%) vCloud
11 1 (0.097%) VMware Server
11 1 (0.097%) XenDesktop
Systems Management
1 10 (0.97%) SCCM
2 8 (0.77%) Netcool
3 6 (0.58%) Netcool/OMNIbus
3 6 (0.58%) Tivoli
3 6 (0.58%) Tivoli Monitoring
3 6 (0.58%) Tivoli Storage Manager
4 5 (0.48%) Opscode Chef
5 4 (0.39%) Data Guard
5 4 (0.39%) Oracle RMAN
5 4 (0.39%) Perfmon
5 4 (0.39%) Puppet
5 4 (0.39%) SolarWinds Orion
6 2 (0.19%) EMC NetWorker
6 2 (0.19%) NetBackup
6 2 (0.19%) OpenView Configuration Management
6 2 (0.19%) vRealize
6 2 (0.19%) WSUS
7 1 (0.097%) Plesk
7 1 (0.097%) SCOM
7 1 (0.097%) SCVMM
Vendors
1 104 (10.04%) Microsoft
2 66 (6.37%) Google
2 66 (6.37%) Tableau
3 54 (5.21%) Oracle
4 39 (3.76%) Cisco
5 27 (2.61%) Citrix
6 26 (2.51%) Facebook
7 25 (2.41%) SolarWinds
8 23 (2.22%) VMware
9 21 (2.03%) HP
10 20 (1.93%) Adobe
10 20 (1.93%) IBM
11 18 (1.74%) PayPal
11 18 (1.74%) Red Hat
12 17 (1.64%) Apple
12 17 (1.64%) Avaya
13 16 (1.54%) Nortel
13 16 (1.54%) Tandberg
14 15 (1.45%) Sybase
15 11 (1.06%) CheckPoint
London
Big Wednesday Digital Ltd
Posted: 5 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £75000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
London
Harrington Starr
Salary: £50000 - £100000 per annum + Bonus + Benefits
Posted: 2 days 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: 2 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 4 days ago
London
Salt
Salary: £30000 - £35000 per annum + Benefits + Bonus
Posted: 5 days ago
Ealing, London
Catalyst Housing Association
Salary: Up to £45,000
Posted: 6 days ago
London
CPS Group UK
Salary: £25000 - £35000 per annum + penison, benefits
Posted: 4 days ago
North London
Client Server
Salary: £50k to £70k + benefits
Posted: 3 days ago
City, London
Oliver James Associates
Salary: £40000 - £52000 per annum + benefits
Posted: 6 days ago
Central London / West End
Harris Global
Salary: From £40,000 to £60,000 per annum Benefits + Bonus (market leading)
Posted: 2 days ago
London
Information Technology Services
Salary: Benefits
Posted: 17 hours ago
City, London
TEKsystems
Salary: £60000 - £70000 per annum
Posted: 5 days ago
South East London
Playtech
Salary: Competitive salary + benefits
Posted: 3 days ago
Central London / West End
Delphi Team
Salary: £30k to £40k + bonus + benefits
Posted: 6 days ago
London
Churchill Frank International
Salary: £55000 - £65000 per annum + bonus
Posted: 7 days ago
London
Volaris Exec
Salary: £70000 - £75000 per annum + up to 15% bonus + CA + benefits
Posted: 4 days ago
City, London
Simply Business
Salary: Competitive Salary + Benefits
Posted: 5 days ago
London
Client Server
Salary: £30k to £40k + bonus + benefits
Posted: 6 days ago
City, London
IPsoft
Salary: Excellent salary plus strong benefits and bonus package
Posted: 6 days ago
London
Engage PSG
Salary: £55000 - £75000 per annum + equity, bonus
Posted: 5 days ago
London
Digitech Resourcing Ltd
Salary: From £65,000 to £75,000 per annum
Posted: 3 days ago
South East London
Playtech
Salary: Competitive salary + bonus and benefits
Posted: 3 days ago
South West London
Hotcourses
Salary: From £20,000 to £22,000 per annum
Posted: 14 days ago
London
Computer Futures
Salary: competitive
Posted: 10 days ago
London
Huxley
Salary: £60000 - £65000 per annum + Benefits
Posted: 19 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 10 days ago
South West London
Lorien Resourcing
Salary: Negotiable + bonus + shift allowance
Posted: 4 days ago