The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Statistics
England / London
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 296 251 258
Rank change year-on-year -45 +7  
Permanent jobs citing Statistics 382 516 541
As % of all permanent IT jobs advertised in London 1.05% 1.28% 1.20%
As % of the Processes & Methodologies category 1.15% 1.42% 1.35%
Number of salaries quoted 302 413 389
Median salary £55,000 £56,500 £57,500
Median salary % change year-on-year -2.65% -1.73%  
90% offered a salary of more than £33,000 £35,000 £35,000
10% offered a salary of more than £94,500 £85,000 £90,000
UK excluding London median salary £42,000 £37,500 £40,000
% change year-on-year +12.00% -6.25%  

Statistics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 33220 36437 40017
As % of all permanent IT job vacancies advertised in London 91.04% 90.64% 89.02%
Number of salaries quoted 26532 31546 33589
Median salary £62,000 £60,000 £57,500
Median salary % change year-on-year +3.33% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistics
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Statistics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistics in London

Statistics
Salary Trend in London

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

Salary trend for Statistics in London

Statistics
Salary Histogram in London

The salary distribution of IT jobs citing Statistics in London over the 3 months to 22 June 2017.

Salary histogram for Statistics 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 22 June 2017. 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 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 +2 57 £56,000 +24.44% 11
Westminster -4 8 £90,000 -
Feltham - 4 £35,000 -
West End of London +4 3 £67,500 -3.57% 3
Chessington - 2 £27,000 -
Kingston Upon Thames - 2 - -
Canary Wharf - 2 £66,250 -
Wembley -4 1 £52,500 +31.25% 1
Heathrow - 1 £24,000 -
Moorgate - 1 £55,000 -
New Malden - 1 £22,500 -
Statistics
England

For the 6 months to 22 June 2017, 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.

1 324 (42.13%) Analytics
2 312 (40.57%) Python
3 298 (38.75%) SQL
4 296 (38.49%) Mathematics
5 277 (36.02%) Degree
6 265 (34.46%) Finance
7 249 (32.38%) Machine Learning
8 216 (28.09%) Computer Science
9 213 (27.70%) Analytical Skills
10 207 (26.92%) R
11 174 (22.63%) Big Data
12 161 (20.94%) PhD
13 159 (20.68%) Visualisation
14 156 (20.29%) Microsoft Excel
15 146 (18.99%) Microsoft
16 145 (18.86%) Algorithms
17 133 (17.30%) Hadoop
18 122 (15.86%) Java
19 120 (15.60%) Data Visualisation
20 117 (15.21%) Windows
21 113 (14.69%) Marketing
22 110 (14.30%) SAS
23 109 (14.17%) SQL Server
24 102 (13.26%) Business Intelligence
25 100 (13.00%) Data Mining
26 97 (12.61%) Data Analysis
27 96 (12.48%) Physics
27 96 (12.48%) Data Modelling
28 94 (12.22%) Apache Spark
29 91 (11.83%) Tableau

Statistics
Co-occurring 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
1 110 (14.30%) SAS
2 94 (12.22%) Apache Spark
3 23 (2.99%) SharePoint
4 20 (2.60%) Skype for Business
5 17 (2.21%) SharePoint Server
6 15 (1.95%) Apache Pig
7 10 (1.30%) Apache
8 9 (1.17%) Elasticsearch
9 8 (1.04%) Tornado
10 5 (0.65%) CMS
10 5 (0.65%) MS Exchange
11 4 (0.52%) IIS
11 4 (0.52%) WebSphere
12 3 (0.39%) Confluence
13 2 (0.26%) Exchange Server 2007
13 2 (0.26%) IPython
13 2 (0.26%) Jupyter
13 2 (0.26%) nginx
14 1 (0.13%) OpenStack
Applications
1 156 (20.29%) Microsoft Excel
2 74 (9.62%) Microsoft Office
3 56 (7.28%) SPSS
4 51 (6.63%) Microsoft PowerPoint
5 11 (1.43%) MS Visio
6 9 (1.17%) Spreadsheet
7 7 (0.91%) EViews
8 6 (0.78%) Stata
9 2 (0.26%) Adobe Creative Suite
9 2 (0.26%) Final Cut Pro
9 2 (0.26%) SPSS Modeler
10 1 (0.13%) Gephi
10 1 (0.13%) GNU Octave
Business Applications
1 21 (2.73%) Dynamics CRM
2 2 (0.26%) Adobe Campaign
2 2 (0.26%) iTrent
3 1 (0.13%) FastStats
3 1 (0.13%) NetSuite
3 1 (0.13%) Oracle AML
3 1 (0.13%) Oracle Procure-to-Pay
3 1 (0.13%) Remedy ITSM
3 1 (0.13%) SAP Oil and Gas
3 1 (0.13%) Siebel CRM
3 1 (0.13%) WebTrends
Cloud Services
1 47 (6.11%) Amazon AWS
2 32 (4.16%) Mimecast
3 26 (3.38%) Google Cloud Platform
4 25 (3.25%) Google Analytics
5 14 (1.82%) Microsoft Azure
6 6 (0.78%) SaaS
7 5 (0.65%) GitHub
7 5 (0.65%) Office 365
8 3 (0.39%) AdWords
8 3 (0.39%) Amazon EMR
8 3 (0.39%) Amazon S3
8 3 (0.39%) AWS Lambda
8 3 (0.39%) Cloud Computing
9 2 (0.26%) G Suite
9 2 (0.26%) Heroku
10 1 (0.13%) Adobe Analytics
10 1 (0.13%) Amazon EC2
10 1 (0.13%) Google App Engine
10 1 (0.13%) Kissmetrics
10 1 (0.13%) PaaS
Communications & Networking
1 25 (3.25%) Intranet
2 24 (3.12%) Firewall
3 18 (2.34%) Internet
4 16 (2.08%) LAN
4 16 (2.08%) WAN
5 15 (1.95%) Wireless
6 11 (1.43%) Network Security
6 11 (1.43%) VPN
7 9 (1.17%) TCP/IP
8 8 (1.04%) BGP
8 8 (1.04%) DWDM
8 8 (1.04%) MPLS
8 8 (1.04%) Unified Communications
9 6 (0.78%) Cisco Nexus
9 6 (0.78%) DNS
9 6 (0.78%) EIGRP
9 6 (0.78%) Multicast
9 6 (0.78%) OSPF
10 5 (0.65%) WLAN
11 4 (0.52%) SAN
Database & Business Intelligence
1 174 (22.63%) Big Data
2 133 (17.30%) Hadoop
3 109 (14.17%) SQL Server
4 100 (13.00%) Data Mining
5 81 (10.53%) NoSQL
6 46 (5.98%) Apache Hive
7 43 (5.59%) Data Warehouse
8 42 (5.46%) MongoDB
9 40 (5.20%) Relational Database
10 32 (4.16%) QlikView
11 27 (3.51%) MySQL
12 24 (3.12%) Power BI
13 23 (2.99%) PostgreSQL
14 19 (2.47%) Amazon Redshift
15 16 (2.08%) Apache Cassandra
15 16 (2.08%) BusinessObjects
16 15 (1.95%) MS Access
17 13 (1.69%) Amazon RDS
18 12 (1.56%) HBase
18 12 (1.56%) Spotfire
Development Applications
1 30 (3.90%) Git (software)
2 6 (0.78%) JIRA
3 5 (0.65%) Jenkins
3 5 (0.65%) Subversion
3 5 (0.65%) Talend Open Studio
4 4 (0.52%) Vagrant
5 2 (0.26%) CircleCI
5 2 (0.26%) LabVIEW
5 2 (0.26%) SQL Server Management Studio (SSMS)
5 2 (0.26%) Visual Studio
6 1 (0.13%) Balsamiq Mockups
6 1 (0.13%) Bower
6 1 (0.13%) Fiddler
6 1 (0.13%) Maven
6 1 (0.13%) Team Foundation Server
6 1 (0.13%) Yeoman
General
1 265 (34.46%) Finance
2 113 (14.69%) Marketing
3 72 (9.36%) Banking
4 48 (6.24%) Retail
5 46 (5.98%) Telecoms
6 38 (4.94%) Law
7 35 (4.55%) Games
8 31 (4.03%) Advertising
9 17 (2.21%) Front Office
10 12 (1.56%) Financial Institution
11 10 (1.30%) Investment Banking
12 9 (1.17%) Billing
13 8 (1.04%) Back Office
14 6 (0.78%) Legal
15 5 (0.65%) Manufacturing
16 4 (0.52%) French Language
16 4 (0.52%) Retail Banking
17 3 (0.39%) Automotive
17 3 (0.39%) Military
18 2 (0.26%) Pharmaceutical
Job Titles
1 215 (27.96%) Data Scientist
2 174 (22.63%) Analyst
3 97 (12.61%) Developer
4 70 (9.10%) Data Analyst
5 69 (8.97%) Senior Data Scientist
6 33 (4.29%) Junior
7 30 (3.90%) Consultant
7 30 (3.90%) Senior Analyst
8 29 (3.77%) Trainer
9 27 (3.51%) C# Developer
10 26 (3.38%) Microsoft Trainer
11 24 (3.12%) Business Analyst
11 24 (3.12%) Machine Learning Scientist
11 24 (3.12%) Service Manager
12 23 (2.99%) Analytics Consultant
13 21 (2.73%) Graduate
14 20 (2.60%) SQL Analyst
15 19 (2.47%) Administrator
15 19 (2.47%) Data Consultant
16 18 (2.34%) SharePoint Developer
Libraries, Frameworks & Software Standards
1 45 (5.85%) Natural Language Processing
2 41 (5.33%) .NET
3 33 (4.29%) CSS
4 29 (3.77%) HTML
5 24 (3.12%) scikit-learn
6 23 (2.99%) ASP.NET
7 22 (2.86%) Pandas
7 22 (2.86%) RESTful
8 21 (2.73%) D3.js
9 20 (2.60%) Django
10 19 (2.47%) TensorFlow
11 16 (2.08%) NumPy
12 15 (1.95%) JSON
13 14 (1.82%) WCF
13 14 (1.82%) WPF
14 13 (1.69%) Theano
14 13 (1.69%) Web Services
14 13 (1.69%) XML
15 12 (1.56%) AngularJS
16 11 (1.43%) Flask
Miscellaneous
1 216 (28.09%) Computer Science
2 213 (27.70%) Analytical Skills
3 145 (18.86%) Algorithms
4 49 (6.37%) Data Centre
5 44 (5.72%) Management Information System
6 42 (5.46%) Fintech
7 29 (3.77%) e-Learning
8 24 (3.12%) User Experience
9 21 (2.73%) Greenfield Project
10 15 (1.95%) Derivative
10 15 (1.95%) Driving Licence
10 15 (1.95%) Video Conferencing
11 14 (1.82%) Social Network
12 13 (1.69%) Reinsurance
13 12 (1.56%) Credit Risk
13 12 (1.56%) Hedge funds
14 11 (1.43%) Data Structures
15 8 (1.04%) Equities
16 7 (0.91%) Foreign Exchange (FX)
17 5 (0.65%) Mobile Games
Operating Systems
1 117 (15.21%) Windows
2 43 (5.59%) Linux
3 42 (5.46%) Windows 7
4 34 (4.42%) Android
4 34 (4.42%) Apple iOS
5 33 (4.29%) Windows Server
6 29 (3.77%) Windows Phone
7 12 (1.56%) Unix
7 12 (1.56%) Windows 10
8 10 (1.30%) Windows Server 2008
9 9 (1.17%) Red Hat Enterprise Linux
9 9 (1.17%) Windows Server 2003
10 5 (0.65%) Mac OS
11 4 (0.52%) Windows Server 2012
12 3 (0.39%) Ubuntu
13 2 (0.26%) CentOS
14 1 (0.13%) Debian
14 1 (0.13%) Embedded Linux
Processes & Methodologies
1 324 (42.13%) Analytics
2 296 (38.49%) Mathematics
3 249 (32.38%) Machine Learning
4 159 (20.68%) Visualisation
5 120 (15.60%) Data Visualisation
6 102 (13.26%) Business Intelligence
7 97 (12.61%) Data Analysis
8 96 (12.48%) Data Modelling
8 96 (12.48%) Physics
9 77 (10.01%) Agile Software Development
10 76 (9.88%) Data Analytics
11 68 (8.84%) Economics
12 66 (8.58%) Predictive Modelling
13 61 (7.93%) Statistical Modelling
14 58 (7.54%) Statistical Analysis
15 51 (6.63%) E-Commerce
16 50 (6.50%) Mentoring
17 49 (6.37%) ITIL
18 47 (6.11%) Operations Research
19 46 (5.98%) Performance Tuning
Programming Languages
1 312 (40.57%) Python
2 298 (38.75%) SQL
3 207 (26.92%) R
4 122 (15.86%) Java
5 83 (10.79%) Scala
6 59 (7.67%) MATLAB
7 54 (7.02%) VBA
8 51 (6.63%) C#
8 51 (6.63%) JavaScript
9 48 (6.24%) C++
10 33 (4.29%) PHP
11 30 (3.90%) PowerShell
12 20 (2.60%) VB
13 15 (1.95%) T-SQL
14 12 (1.56%) Clojure
14 12 (1.56%) PL/SQL
15 11 (1.43%) C
15 11 (1.43%) Go
16 5 (0.65%) Perl
16 5 (0.65%) Shell Script
Qualifications
1 277 (36.02%) Degree
2 161 (20.94%) PhD
3 48 (6.24%) Numerate Degree
4 32 (4.16%) Master's Degree
5 21 (2.73%) Computer Science Degree
6 19 (2.47%) Cisco Certification
7 18 (2.34%) CCNP
8 12 (1.56%) CCIE
9 11 (1.43%) ISEB
10 8 (1.04%) ITIL Certification
11 7 (0.91%) PRINCE2 Certification
12 6 (0.78%) CCDP
12 6 (0.78%) Postgraduate
13 5 (0.65%) Microsoft Certification
14 4 (0.52%) MCSA
14 4 (0.52%) MCSE
15 3 (0.39%) ACCA
15 3 (0.39%) CIMA
15 3 (0.39%) CISSP
15 3 (0.39%) MBA
Quality Assurance & Compliance
1 40 (5.20%) Data Quality
2 33 (4.29%) SLA
3 19 (2.47%) QA
4 6 (0.78%) COBIT
4 6 (0.78%) ISO/IEC 20000
5 5 (0.65%) IFRS
6 4 (0.52%) IFRS 9
7 3 (0.39%) GDPR
8 2 (0.26%) Actionable Recommendations
8 2 (0.26%) FATCA
8 2 (0.26%) Sarbanes-Oxley
System Software
1 42 (5.46%) Active Directory
2 26 (3.38%) Docker
3 16 (2.08%) VMware Infrastructure
4 11 (1.43%) HDFS
5 4 (0.52%) vSphere
6 3 (0.39%) Xen
7 2 (0.26%) QEMU
7 2 (0.26%) Virtual Machines
8 1 (0.13%) Citrix Presentation Server
8 1 (0.13%) Firmware
8 1 (0.13%) Hyper-V
8 1 (0.13%) iptables
8 1 (0.13%) KVM
8 1 (0.13%) NFS
8 1 (0.13%) RACF
8 1 (0.13%) vCloud
8 1 (0.13%) VirtualBox
8 1 (0.13%) XenApp
8 1 (0.13%) XenServer
Systems Management
1 19 (2.47%) Kubernetes
2 7 (0.91%) Microsoft Clustering
3 6 (0.78%) CSIRT
3 6 (0.78%) SolarWinds Orion
4 5 (0.65%) SCCM
5 4 (0.52%) Ansible
6 3 (0.39%) FortiGate
6 3 (0.39%) Puppet
7 2 (0.26%) Mesos
7 2 (0.26%) Nagios
7 2 (0.26%) rkt
7 2 (0.26%) Salt
7 2 (0.26%) ZABBIX
8 1 (0.13%) Control-M
8 1 (0.13%) cPanel
8 1 (0.13%) EMC VPLEX
8 1 (0.13%) Jamf Pro
8 1 (0.13%) Kibana
8 1 (0.13%) SCOM
8 1 (0.13%) Tivoli
Vendors
1 146 (18.99%) Microsoft
2 91 (11.83%) Tableau
3 56 (7.28%) Google
4 52 (6.76%) Oracle
5 22 (2.86%) iManage
6 20 (2.60%) Cisco
7 18 (2.34%) Citrix
7 18 (2.34%) VMware
8 15 (1.95%) HP
8 15 (1.95%) IBM
9 14 (1.82%) CheckPoint
9 14 (1.82%) Palo Alto
10 13 (1.69%) Apple
10 13 (1.69%) SolarWinds
11 12 (1.56%) Adobe
11 12 (1.56%) Cloudera
11 12 (1.56%) Hortonworks
11 12 (1.56%) Splunk
12 11 (1.43%) Twitter
12 11 (1.43%) Vertica
London
ISL
Salary: £30000.00 - £35000.00 per annum
Posted: 7 hours ago
London
ClearCube Consulting
Salary: From £70,000 to £120,000 per annum
Posted: 5 hours ago
London
Maclean Moore Consulting
Salary: From £90,000 to £130,000 per annum
Posted: Yesterday
London
ReThink Recruitment
Salary: £20000.00 - £35000.00 per annum
Posted: 2 days ago
London
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: UKP 41000 per year
Posted: Yesterday
City, London
McGregor Boyall
Salary: £26000 - £32000 per annum + Benefits
Posted: 3 days ago
London
Churchill Frank
Salary: £50000 - £65000 per annum
Posted: 2 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent Benefits
Posted: 2 days ago
Central London / West End
The Workshop
Posted: 2 days ago
South East London
Citywire
Salary: Competitive
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: UKP 48000 per year
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 3 days ago
City, London
Harrington Starr
Salary: £40000 - £65000 per annum + Benefits + Bonus
Posted: 4 days ago
North London
Franklin Bates
Salary: From £40,000 to £55,000 per annum
Posted: 3 days ago
South West London
Kindred Group
Salary: From £40,000 to £50,000 per annum
Posted: 2 days ago
North London
360 Resourcing Solutions
Salary: £23,000-£27,000 per annum
Posted: Yesterday
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: 3 days ago
London
Information Technology Services
Salary: £40k - 45k per year + Benefits
Posted: 9 hours ago
London
comparethemarket.com
Salary: Up to £68,000 per annum
Posted: 6 days ago
City, London
Intec Select
Salary: From £65,000 to £75,000 per annum £65-75k + Bonus & Bens
Posted: 2 days ago
London
TLP Consultancy Ltd.
Salary: £30000 - £41000 per annum + excellent benefits
Posted: 3 days ago
London
Harvey Nash plc
Salary: £45000 - £60000 per annum
Posted: 3 days ago
City, London
ARC IT Recruitment Ltd
Salary: £30000 - £41000 per annum + excellent bens and poss 25% bonus
Posted: 3 days ago
City, London
IPsoft
Salary: Excellent salary + strong benefits and bonus package
Posted: Yesterday
Central London / West End
Reed Business Information Ltd
Salary: Generous + training + extensive benefits
Posted: 16 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £60,000 to £70,000 per annum + bonus & extensive benefits
Posted: 13 days ago
London
Information Technology Services
Salary: £35k - 45k per year + Benefits
Posted: 3 days ago
Wembley, Middlesex
euro car parts
Salary: From £40,000 to £50,000 per annum
Posted: 10 days ago
London
Information Technology Services
Salary: £40k - 45k per year + Benefits
Posted: 3 days ago