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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Statistics
Rank 253 277 334
Rank change year-on-year
+24 +57
Permanent jobs citing Statistics 429 487 399
As % of all permanent IT jobs located in London 1.22% 1.12% 0.88%
As % of the Miscellaneous category 2.66% 2.30% 1.92%
Number of salaries quoted 349 384 320
Median salary £60,000 £55,000 £50,000
Median salary % change year-on-year
+9.09% +10.00%
90% offered a salary of more than £34,786 £32,500 £32,500
10% offered a salary of more than £90,000 £82,500 £70,000
UK excluding London median salary £40,000 £39,000 £40,000
% change year-on-year
+2.56% -2.50%
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
16137 21168 20749
As % of all permanent IT jobs located in London 45.99% 48.50% 45.54%
Number of salaries quoted 13520 17253 17214
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 £33,000
10% offered a salary of more than £90,000 £81,000 £85,000
UK excluding London median salary £42,500 £42,500 £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 3 December 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 3 December 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 +15 60 £57,000 +3.63% 11
Kingston Upon Thames -2 4 £37,500 -44.02%
Uxbridge - 2 - -
Docklands, London - 1 £70,000 -
Statistics
England

Statistics
Top 30 Related IT Skills in London

For the 6 months to 3 December 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.

1 395 (43.12%) Mathematics
2 376 (41.05%) Degree
3 356 (38.86%) SQL
4 343 (37.45%) Python
5 324 (35.37%) Computer Science
6 302 (32.97%) Analytics
7 281 (30.68%) Finance
8 267 (29.15%) Machine Learning
9 238 (25.98%) R
10 218 (23.80%) Analytical Skills
11 211 (23.03%) PhD
12 200 (21.83%) Big Data
13 183 (19.98%) Marketing
14 164 (17.90%) Algorithms
15 141 (15.39%) Java
16 132 (14.41%) Apache Spark
17 123 (13.43%) Hadoop
17 123 (13.43%) Data Mining
18 116 (12.66%) SAS
19 112 (12.23%) Data Analysis
20 107 (11.68%) Agile Software Development
20 107 (11.68%) Data Analytics
21 103 (11.24%) C++
22 102 (11.14%) Physics
23 92 (10.04%) NoSQL
24 83 (9.06%) Business Intelligence
25 80 (8.73%) Microsoft
26 78 (8.52%) Scala
27 77 (8.41%) C#
27 77 (8.41%) SQL Server

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
1 132 (14.41%) Apache Spark
2 116 (12.66%) SAS
3 39 (4.26%) Apache
4 19 (2.07%) Elasticsearch
4 19 (2.07%) Skype for Business
5 9 (0.98%) Apache Pig
6 7 (0.76%) CMS
7 6 (0.66%) MS Exchange
8 5 (0.55%) SharePoint
9 4 (0.44%) Drupal
9 4 (0.44%) Jupyter
10 3 (0.33%) Apache Solr
10 3 (0.33%) Confluence
10 3 (0.33%) WordPress
11 1 (0.11%) Captiva
11 1 (0.11%) Documentum
Applications
1 75 (8.19%) SPSS
2 70 (7.64%) MS Excel
3 64 (6.99%) MS Office
4 21 (2.29%) MS PowerPoint
5 11 (1.20%) GNU Octave
6 7 (0.76%) MS Visio
6 7 (0.76%) Stata
7 6 (0.66%) Photoshop
7 6 (0.66%) Spreadsheet
8 5 (0.55%) Chatbot
8 5 (0.55%) MS Project
9 3 (0.33%) EViews
9 3 (0.33%) Maple
10 2 (0.22%) Adobe Creative Suite
10 2 (0.22%) CPLEX
10 2 (0.22%) Final Cut Pro
10 2 (0.22%) OmniGraffle
11 1 (0.11%) Simulink
11 1 (0.11%) S-PLUS
11 1 (0.11%) Weka
Business Applications
1 6 (0.66%) FastStats
2 3 (0.33%) Oracle AML
2 3 (0.33%) Oracle EBS
2 3 (0.33%) Remedy ITSM
3 2 (0.22%) WebTrends
4 1 (0.11%) Cognos TM1
4 1 (0.11%) Dynamics CRM
4 1 (0.11%) Magento
4 1 (0.11%) Oracle Financials
4 1 (0.11%) Revive Adserver
Cloud Services
1 62 (6.77%) Amazon AWS
2 24 (2.62%) GitHub
3 23 (2.51%) Google Analytics
4 20 (2.18%) Cloud Computing
5 18 (1.97%) SaaS
6 16 (1.75%) Mimecast
7 9 (0.98%) Adobe Analytics
8 6 (0.66%) AdWords
8 6 (0.66%) MailChimp
9 5 (0.55%) Office 365
10 3 (0.33%) Google Play
10 3 (0.33%) Google Tag Manager
10 3 (0.33%) iTunes
11 1 (0.11%) Google Cloud Platform
11 1 (0.11%) Microsoft Azure
Communications & Networking
1 34 (3.71%) Internet
2 26 (2.84%) HTTP
3 22 (2.40%) Firewall
4 19 (2.07%) Wireless
5 16 (1.75%) LAN
5 16 (1.75%) WAN
6 14 (1.53%) DNS
7 13 (1.42%) Intranet
7 13 (1.42%) Network Security
8 8 (0.87%) Cisco ASA
8 8 (0.87%) Cisco ISE
8 8 (0.87%) Cisco Wireless
8 8 (0.87%) IP Telephony
8 8 (0.87%) TCP/IP
8 8 (0.87%) Wi-Fi
8 8 (0.87%) WLAN
9 6 (0.66%) BGP
9 6 (0.66%) DHCP
9 6 (0.66%) VPN
10 5 (0.55%) MPLS
Database & Business Intelligence
1 200 (21.83%) Big Data
2 123 (13.43%) Data Mining
2 123 (13.43%) Hadoop
3 92 (10.04%) NoSQL
4 77 (8.41%) SQL Server
5 47 (5.13%) MongoDB
6 42 (4.59%) PostgreSQL
6 42 (4.59%) Relational Database
7 39 (4.26%) Data Warehouse
8 33 (3.60%) MySQL
9 29 (3.17%) SQL Server Reporting Services
10 28 (3.06%) Apache Cassandra
10 28 (3.06%) SQL Server Integration Services
11 27 (2.95%) Apache Hive
12 26 (2.84%) BusinessObjects
13 23 (2.51%) HBase
14 17 (1.86%) RDBMS
15 16 (1.75%) Neo4j
16 15 (1.64%) GIS
16 15 (1.64%) QlikView
Development Applications
1 14 (1.53%) Visual Studio
2 11 (1.20%) Jenkins
3 8 (0.87%) Talend Open Studio
4 6 (0.66%) Git (software)
5 5 (0.55%) JIRA
6 3 (0.33%) Apache Continuum
6 3 (0.33%) Maven
6 3 (0.33%) Subversion
6 3 (0.33%) Xcode
7 2 (0.22%) Balsamiq Mockups
7 2 (0.22%) Firebug
7 2 (0.22%) Gatling
7 2 (0.22%) Selenium
7 2 (0.22%) SQL Server Management Studio (SSMS)
8 1 (0.11%) Bitbucket
8 1 (0.11%) CMake
8 1 (0.11%) JMeter
8 1 (0.11%) LoadRunner
8 1 (0.11%) SCons
8 1 (0.11%) SpecFlow
General
1 281 (30.68%) Finance
2 183 (19.98%) Marketing
3 47 (5.13%) Banking
4 40 (4.37%) Retail
5 30 (3.28%) Front Office
6 28 (3.06%) Games
7 27 (2.95%) Publishing
8 20 (2.18%) Advertising
8 20 (2.18%) Law
9 19 (2.07%) Telecoms
10 15 (1.64%) Legal
11 13 (1.42%) Financial Institution
12 11 (1.20%) Investment Banking
13 6 (0.66%) Brand Awareness
13 6 (0.66%) French Language
14 5 (0.55%) Military
15 4 (0.44%) Italian Language
15 4 (0.44%) Spanish Language
16 3 (0.33%) Automotive
17 1 (0.11%) Electronics
Job Titles
1 222 (24.24%) Data Scientist
2 198 (21.62%) Developer
3 155 (16.92%) Analyst
4 59 (6.44%) Senior Data Scientist
5 56 (6.11%) C# Developer
6 51 (5.57%) Machine Learning Scientist
7 49 (5.35%) Data Analyst
8 45 (4.91%) C++ Developer
9 39 (4.26%) Quantitative Developer
10 35 (3.82%) Consultant
11 31 (3.38%) Insight Analyst
12 30 (3.28%) Junior
13 25 (2.73%) .NET Developer
13 25 (2.73%) Data Engineer
13 25 (2.73%) Scala Developer
14 23 (2.51%) C# .NET Developer
15 22 (2.40%) Java Developer
16 21 (2.29%) Senior Developer
16 21 (2.29%) SQL Developer
17 17 (1.86%) Network Engineer
Libraries, Frameworks & Software Standards
1 52 (5.68%) HTML
2 43 (4.69%) .NET
3 31 (3.38%) Ajax
4 27 (2.95%) REST
5 26 (2.84%) STL
6 25 (2.73%) AngularJS
6 25 (2.73%) NumPy
7 20 (2.18%) Flask
7 20 (2.18%) Natural Language Processing
7 20 (2.18%) scikit-learn
7 20 (2.18%) XML
8 19 (2.07%) Pandas
9 18 (1.97%) .NET Framework
9 18 (1.97%) Play Framework
10 17 (1.86%) Akka
11 15 (1.64%) WPF
12 14 (1.53%) FIX Protocol
13 13 (1.42%) Django
14 12 (1.31%) RESTful
15 11 (1.20%) Matplotlib
Miscellaneous
1 395 (43.12%) Mathematics
2 324 (35.37%) Computer Science
3 218 (23.80%) Analytical Skills
4 164 (17.90%) Algorithms
5 102 (11.14%) Physics
6 73 (7.97%) Economics
7 64 (6.99%) Visualisation
8 51 (5.57%) Data Structures
9 45 (4.91%) Hedge funds
10 40 (4.37%) Management Information System
11 37 (4.04%) Applied Mathematics
12 35 (3.82%) Data Centre
13 33 (3.60%) Artificial Intelligence
13 33 (3.60%) Foreign Exchange (FX)
14 32 (3.49%) User Experience
15 31 (3.38%) Social Media
16 29 (3.17%) Fintech
17 28 (3.06%) Credit Risk
18 19 (2.07%) Mobile App
19 18 (1.97%) Neural Network
Operating Systems
1 72 (7.86%) Linux
2 70 (7.64%) Windows
3 41 (4.48%) Unix
4 30 (3.28%) Windows 7
5 23 (2.51%) Apple iOS
6 19 (2.07%) Android
7 17 (1.86%) Windows Server 2008
8 16 (1.75%) CentOS
9 15 (1.64%) Windows Phone
10 13 (1.42%) Windows Server
10 13 (1.42%) Windows Server 2003
11 8 (0.87%) Windows Server 2012
12 7 (0.76%) Red Hat Enterprise Linux
13 6 (0.66%) Ubuntu
14 5 (0.55%) Debian
14 5 (0.55%) Windows XP
15 3 (0.33%) Mac OS
15 3 (0.33%) Windows 10
16 1 (0.11%) Solaris
Processes & Methodologies
1 302 (32.97%) Analytics
2 267 (29.15%) Machine Learning
3 112 (12.23%) Data Analysis
4 107 (11.68%) Agile Software Development
4 107 (11.68%) Data Analytics
5 83 (9.06%) Business Intelligence
6 73 (7.97%) Software Engineering
7 68 (7.42%) Predictive Modelling
8 66 (7.21%) ETL
8 66 (7.21%) OO
9 65 (7.10%) Statistical Analysis
10 63 (6.88%) Statistical Modelling
11 51 (5.57%) Data Modelling
12 49 (5.35%) E-Commerce
13 46 (5.02%) Open Source
14 45 (4.91%) Operations Research
15 43 (4.69%) Customer Insight
16 40 (4.37%) Bayesian Methods
17 38 (4.15%) ITIL
18 37 (4.04%) Stakeholder Management
Programming Languages
1 356 (38.86%) SQL
2 343 (37.45%) Python
3 238 (25.98%) R
4 141 (15.39%) Java
5 103 (11.24%) C++
6 78 (8.52%) Scala
7 77 (8.41%) C#
8 57 (6.22%) JavaScript
9 54 (5.90%) MATLAB
10 48 (5.24%) PHP
11 26 (2.84%) Perl
12 22 (2.40%) VBA
13 18 (1.97%) PowerShell
14 16 (1.75%) Haskell
15 15 (1.64%) Clojure
15 15 (1.64%) Ruby
16 14 (1.53%) C
17 13 (1.42%) T-SQL
18 11 (1.20%) F#
19 10 (1.09%) Bash Shell
Qualifications
1 376 (41.05%) Degree
2 211 (23.03%) PhD
3 14 (1.53%) Cisco Certification
4 13 (1.42%) CISSP
5 12 (1.31%) Microsoft Certification
6 11 (1.20%) CCNP
6 11 (1.20%) CEH
7 10 (1.09%) CCIE
7 10 (1.09%) ITIL Certification
7 10 (1.09%) MCTS
8 9 (0.98%) OCP
8 9 (0.98%) Oracle Certification
8 9 (0.98%) Security Cleared
9 6 (0.66%) CISM
10 5 (0.55%) DV Cleared
10 5 (0.55%) PMP
10 5 (0.55%) PRINCE2 Certification
11 4 (0.44%) CSSLP
11 4 (0.44%) PRINCE2 Practitioner
11 4 (0.44%) SC Cleared
Quality Assurance & Compliance
1 53 (5.79%) QA
2 36 (3.93%) SLA
3 17 (1.86%) Data Quality
4 11 (1.20%) COBIT
5 6 (0.66%) Actionable Recommendations
6 2 (0.22%) IAS 39
System Software
1 20 (2.18%) VMware Infrastructure
2 15 (1.64%) Active Directory
3 6 (0.66%) vSphere
4 5 (0.55%) Apache Flume
4 5 (0.55%) Docker
4 5 (0.55%) XenServer
5 4 (0.44%) HDFS
5 4 (0.44%) Hyper-V
5 4 (0.44%) NFS
6 2 (0.22%) Microsoft App-V
6 2 (0.22%) Virtual Desktop
6 2 (0.22%) Virtual Machines
7 1 (0.11%) Firmware
7 1 (0.11%) iptables
7 1 (0.11%) QEMU
7 1 (0.11%) Snort
7 1 (0.11%) Terminal Services
7 1 (0.11%) vCloud
7 1 (0.11%) Xen
Systems Management
1 9 (0.98%) Failover Clustering
2 5 (0.55%) Microsoft Clustering
2 5 (0.55%) NetBackup
2 5 (0.55%) Netcool
2 5 (0.55%) OpenView Configuration Management
2 5 (0.55%) Puppet
3 4 (0.44%) SCCM
4 3 (0.33%) Ambari
4 3 (0.33%) BMC Performance Manager
4 3 (0.33%) Oozie
5 2 (0.22%) Nagios
5 2 (0.22%) SCOM
5 2 (0.22%) SolarWinds Orion
5 2 (0.22%) Tivoli
5 2 (0.22%) vRealize
5 2 (0.22%) ZABBIX
6 1 (0.11%) Opscode Chef
6 1 (0.11%) Plesk
6 1 (0.11%) rkt
6 1 (0.11%) WSUS
Vendors
1 80 (8.73%) Microsoft
2 47 (5.13%) Tableau
3 46 (5.02%) Oracle
4 33 (3.60%) Google
5 21 (2.29%) Red Hat
5 21 (2.29%) VMware
6 20 (2.18%) Cisco
7 16 (1.75%) Citrix
8 15 (1.64%) ION Trading
9 14 (1.53%) Bloomberg
9 14 (1.53%) Splunk
10 12 (1.31%) Adobe
10 12 (1.31%) Avaya
11 11 (1.20%) Facebook
11 11 (1.20%) Reuters
11 11 (1.20%) Vertica
12 10 (1.09%) Palo Alto
12 10 (1.09%) Salesforce.com
12 10 (1.09%) SolarWinds
13 8 (0.87%) CheckPoint
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 19 hours ago
London
set2recruit
Salary: Up to £50,000 per annum
Posted: 3 days ago
London
Oliver James Associates
Salary: £50000 - £75000 per annum + pension, healthcare, equity, bonus
Posted: Yesterday
London
Mortimer Spinks
Salary: £26000 per annum + full benefits and bonus
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £70,000 to £120,000 per annum
Posted: 2 days ago
South East London
Client Server
Salary: £75k to £90k + benefits
Posted: Yesterday
London
Parallel Consulting
Salary: £45000 - £50000 per annum
Posted: 4 days ago
South West London
World First
Posted: Yesterday
London
Source Technology
Salary: From £50,000 to £60,000 per annum
Posted: 3 days ago
London
Oho Group Ltd.
Salary: £100000 - £200000 per annum, Benefits 50% - 100% Bonus
Posted: Yesterday
London
Parallel Consulting
Salary: £30000 - £35000 per annum
Posted: 4 days ago
London
Oho Group Ltd.
Salary: £40000 - £120000 per annum
Posted: 2 days ago
Central London / West End
Client Server
Salary: £35k to £40k + benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: 2 days ago
London
Opilio Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: Yesterday
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £45,000 + extensive benefits package
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: Up to £85,000 + Bonus + Benefits
Posted: 4 days ago
London
ECM Selection
Salary: to £35,000 + benefits
Posted: 3 days ago
London
Harrington Starr
Salary: £75000 - £95000 per annum + Benefits + Bonus
Posted: 4 days ago
City, London
Premier Media
Posted: 10 days ago
London
AAP3
Salary: Attractive +
Posted: 6 days ago
London
SPS Resourcing
Salary: From £80,000 to £95,000 per annum including Excellent Bonus & Benefits
Posted: 4 days ago
City, London
Miller Maxwell Ltd
Salary: From £80,000 to £100,000 per annum + Bonus + Benefits Package
Posted: 4 days ago
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: 4 days ago
London
Optima Connections
Salary: Up to £70,000 per annum + Bonus + Benefits
Posted: 5 days ago
London
Stafford-Sharp Associates
Salary: £35000.00 - £45000.00 per annum
Posted: 4 days ago
London
JM
Salary: £50000 - £55000 per annum
Posted: Yesterday
City, London
Martin & Conley
Salary: From £55,000 to £65,000 per annum
Posted: 24 days ago
London
AAP3
Salary: Attractive +
Posted: 6 days ago