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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Statistics
England / London
Rank 262 248 313
Rank change year-on-year -14 +65  
Permanent jobs citing Statistics 382 547 385
As % of all permanent IT jobs advertised in London 1.15% 1.32% 0.92%
As % of the Processes & Methodologies category 1.28% 1.47% 1.05%
Number of salaries quoted 318 450 303
Median salary £55,000 £57,500 £52,500
Median salary % change year-on-year -4.34% +9.52%  
90% offered a salary of more than £31,850 £35,000 £35,000
10% offered a salary of more than £85,750 £85,000 £72,500
UK excluding London median salary £40,000 £45,000 £40,000
% change year-on-year -11.11% +12.50%  

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 29928 37184 36581
As % of all permanent IT job vacancies advertised in London 90.14% 89.57% 87.64%
Number of salaries quoted 25089 31743 30482
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,564 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 23 March 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 23 March 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 -11 46 £62,500 +13.63% 19
Heathrow +3 12 £28,000 -39.45%
Bromley -2 2 £45,000 +5.88%
Chiswick -7 1 £55,000 +89.65%
West End of London - 1 £65,000 - 4
Statistics
England

Statistics
Top 30 Related IT Skills in London

For the 6 months to 23 March 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.

1 358 (44.31%) Mathematics
2 329 (40.72%) SQL
3 313 (38.74%) Python
4 310 (38.37%) Degree
5 268 (33.17%) Computer Science
6 263 (32.55%) Machine Learning
6 263 (32.55%) Analytics
7 245 (30.32%) R
8 238 (29.46%) Finance
9 213 (26.36%) Big Data
10 212 (26.24%) Analytical Skills
11 195 (24.13%) PhD
12 151 (18.69%) Hadoop
13 150 (18.56%) Algorithms
14 135 (16.71%) Apache Spark
15 129 (15.97%) Marketing
16 125 (15.47%) Microsoft
17 122 (15.10%) Java
18 111 (13.74%) Visualisation
19 110 (13.61%) Agile Software Development
20 109 (13.49%) Data Mining
21 103 (12.75%) SAS
22 102 (12.62%) Physics
23 96 (11.88%) Windows
24 94 (11.63%) NoSQL
25 85 (10.52%) MS Excel
26 84 (10.40%) SQL Server
26 84 (10.40%) Data Analysis
26 84 (10.40%) Economics
27 83 (10.27%) Business Intelligence

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 (16.71%) Apache Spark
2 103 (12.75%) SAS
3 29 (3.59%) Apache
4 27 (3.34%) Skype for Business
5 22 (2.72%) Elasticsearch
6 12 (1.49%) Apache Pig
7 9 (1.11%) CMS
8 7 (0.87%) SharePoint
8 7 (0.87%) Tornado
9 5 (0.62%) Confluence
10 4 (0.50%) Apache Solr
10 4 (0.50%) IIS
10 4 (0.50%) Jupyter
10 4 (0.50%) MS Exchange
11 3 (0.37%) Drupal
12 2 (0.25%) WordPress
13 1 (0.12%) OpenStack
Applications
1 85 (10.52%) MS Excel
2 73 (9.03%) MS Office
3 57 (7.05%) SPSS
4 32 (3.96%) MS PowerPoint
5 7 (0.87%) EViews
5 7 (0.87%) Photoshop
6 5 (0.62%) Stata
7 4 (0.50%) MS Project
7 4 (0.50%) Spreadsheet
8 2 (0.25%) Adobe Creative Suite
8 2 (0.25%) Final Cut Pro
8 2 (0.25%) Gephi
8 2 (0.25%) Weka
9 1 (0.12%) GNU Octave
9 1 (0.12%) Maple
9 1 (0.12%) Simulink
9 1 (0.12%) SPSS Modeler
Business Applications
1 5 (0.62%) NetSuite
2 3 (0.37%) WebTrends
3 1 (0.12%) Dynamics CRM
3 1 (0.12%) FastStats
3 1 (0.12%) Oracle AML
3 1 (0.12%) SAP Oil and Gas
Cloud Services
1 55 (6.81%) Amazon AWS
2 34 (4.21%) Mimecast
3 19 (2.35%) Google Analytics
4 17 (2.10%) SaaS
5 14 (1.73%) Cloud Computing
5 14 (1.73%) Google Cloud Platform
6 11 (1.36%) GitHub
7 7 (0.87%) AdWords
7 7 (0.87%) MailChimp
8 6 (0.74%) Microsoft Azure
8 6 (0.74%) Office 365
9 4 (0.50%) Amazon S3
10 3 (0.37%) Amazon EMR
11 2 (0.25%) Adobe Analytics
11 2 (0.25%) Amazon EC2
11 2 (0.25%) AWS Lambda
11 2 (0.25%) Google Tag Manager
11 2 (0.25%) Heroku
12 1 (0.12%) Google App Engine
12 1 (0.12%) Google Play
Communications & Networking
1 19 (2.35%) Internet
2 12 (1.49%) HTTP
3 9 (1.11%) DNS
3 9 (1.11%) Firewall
4 7 (0.87%) TCP/IP
5 5 (0.62%) BGP
6 4 (0.50%) DHCP
6 4 (0.50%) LAN
6 4 (0.50%) SAN
6 4 (0.50%) WAN
7 3 (0.37%) HSRP
7 3 (0.37%) Intrusion Detection
7 3 (0.37%) Network Security
7 3 (0.37%) SNMP
7 3 (0.37%) VPN
8 2 (0.25%) Cisco IOS
8 2 (0.25%) Skype
8 2 (0.25%) Unified Communications
8 2 (0.25%) VLAN
8 2 (0.25%) WebEx
Database & Business Intelligence
1 213 (26.36%) Big Data
2 151 (18.69%) Hadoop
3 109 (13.49%) Data Mining
4 94 (11.63%) NoSQL
5 84 (10.40%) SQL Server
6 55 (6.81%) Relational Database
7 53 (6.56%) MongoDB
8 46 (5.69%) Data Warehouse
9 40 (4.95%) Apache Hive
10 38 (4.70%) BusinessObjects
11 34 (4.21%) PostgreSQL
12 29 (3.59%) QlikView
13 27 (3.34%) SQL Server Reporting Services
14 24 (2.97%) MySQL
15 22 (2.72%) SQL Server Integration Services
16 20 (2.48%) GIS
16 20 (2.48%) Neo4j
17 19 (2.35%) RDBMS
18 18 (2.23%) Apache Cassandra
18 18 (2.23%) Power BI
Development Applications
1 18 (2.23%) Git (software)
2 12 (1.49%) Jenkins
3 9 (1.11%) Visual Studio
4 7 (0.87%) Talend Open Studio
5 4 (0.50%) SQL Server Management Studio (SSMS)
5 4 (0.50%) Subversion
6 3 (0.37%) Apache Continuum
7 2 (0.25%) CircleCI
7 2 (0.25%) Firebug
7 2 (0.25%) JIRA
7 2 (0.25%) LabVIEW
8 1 (0.12%) Bitbucket
8 1 (0.12%) CMake
8 1 (0.12%) Fiddler
8 1 (0.12%) SCons
8 1 (0.12%) Vagrant
8 1 (0.12%) Yeoman
General
1 238 (29.46%) Finance
2 129 (15.97%) Marketing
3 46 (5.69%) Banking
4 38 (4.70%) Law
4 38 (4.70%) Telecoms
5 36 (4.46%) Retail
6 21 (2.60%) Games
6 21 (2.60%) Publishing
7 16 (1.98%) Advertising
7 16 (1.98%) Front Office
8 8 (0.99%) Billing
8 8 (0.99%) Financial Institution
9 7 (0.87%) Brand Awareness
9 7 (0.87%) Investment Banking
10 5 (0.62%) Legal
11 4 (0.50%) Electronics
11 4 (0.50%) Manufacturing
11 4 (0.50%) Retail Banking
12 3 (0.37%) Automotive
12 3 (0.37%) Military
Job Titles
1 231 (28.59%) Data Scientist
2 150 (18.56%) Analyst
3 125 (15.47%) Developer
4 64 (7.92%) Senior Data Scientist
5 51 (6.31%) Data Analyst
6 49 (6.06%) C# Developer
7 32 (3.96%) Consultant
8 31 (3.84%) Business Analyst
9 30 (3.71%) Trainer
10 24 (2.97%) Analytics Consultant
10 24 (2.97%) Service Manager
11 23 (2.85%) Machine Learning Scientist
12 22 (2.72%) Data Consultant
12 22 (2.72%) Data Engineer
13 21 (2.60%) Graduate
13 21 (2.60%) Microsoft Trainer
13 21 (2.60%) Senior Analyst
13 21 (2.60%) Technical Business Analyst
14 20 (2.48%) Junior
14 20 (2.48%) Technical Analyst
Libraries, Frameworks & Software Standards
1 42 (5.20%) HTML
2 36 (4.46%) .NET
3 27 (3.34%) Pandas
4 26 (3.22%) NumPy
5 24 (2.97%) scikit-learn
6 23 (2.85%) Natural Language Processing
7 22 (2.72%) AngularJS
7 22 (2.72%) WCF
8 21 (2.60%) REST
8 21 (2.60%) WPF
8 21 (2.60%) XML
9 20 (2.48%) Flask
10 19 (2.35%) Ajax
10 19 (2.35%) D3.js
11 17 (2.10%) Django
12 15 (1.86%) CSS
13 14 (1.73%) RESTful
13 14 (1.73%) STL
14 13 (1.61%) SciPy
15 11 (1.36%) HTML5
Miscellaneous
1 268 (33.17%) Computer Science
2 212 (26.24%) Analytical Skills
3 150 (18.56%) Algorithms
4 38 (4.70%) Data Centre
5 37 (4.58%) Fintech
6 34 (4.21%) Data Structures
6 34 (4.21%) Management Information System
7 30 (3.71%) e-Learning
8 27 (3.34%) Credit Risk
9 23 (2.85%) User Experience
10 12 (1.49%) Driving Licence
11 11 (1.36%) Hedge funds
11 11 (1.36%) Social Network
12 10 (1.24%) Cyberthreat
12 10 (1.24%) Social Media
13 9 (1.11%) Derivative
13 9 (1.11%) Equities
14 8 (0.99%) Blog
14 8 (0.99%) Foreign Exchange (FX)
15 6 (0.74%) Taxonomies
Operating Systems
1 96 (11.88%) Windows
2 55 (6.81%) Linux
3 45 (5.57%) Windows 7
4 33 (4.08%) Android
4 33 (4.08%) Apple iOS
5 30 (3.71%) Windows Phone
6 19 (2.35%) Windows Server 2008
7 18 (2.23%) Unix
8 17 (2.10%) Windows Server 2003
9 15 (1.86%) Red Hat Enterprise Linux
10 11 (1.36%) Windows Server
11 8 (0.99%) Windows Server 2012
12 7 (0.87%) Windows 10
13 5 (0.62%) CentOS
14 4 (0.50%) Mac OS
14 4 (0.50%) Ubuntu
15 3 (0.37%) Debian
16 2 (0.25%) Windows XP
17 1 (0.12%) Embedded Linux
Processes & Methodologies
1 358 (44.31%) Mathematics
2 263 (32.55%) Analytics
2 263 (32.55%) Machine Learning
3 111 (13.74%) Visualisation
4 110 (13.61%) Agile Software Development
5 102 (12.62%) Physics
6 84 (10.40%) Data Analysis
6 84 (10.40%) Economics
7 83 (10.27%) Business Intelligence
8 79 (9.78%) Data Visualisation
9 74 (9.16%) Data Modelling
10 64 (7.92%) ETL
11 61 (7.55%) Data Analytics
11 61 (7.55%) Statistical Analysis
12 60 (7.43%) E-Commerce
12 60 (7.43%) Statistical Modelling
13 58 (7.18%) Software Engineering
14 52 (6.44%) Predictive Modelling
15 48 (5.94%) ITIL
16 47 (5.82%) Mentoring
Programming Languages
1 329 (40.72%) SQL
2 313 (38.74%) Python
3 245 (30.32%) R
4 122 (15.10%) Java
5 77 (9.53%) Scala
6 74 (9.16%) C#
7 65 (8.04%) JavaScript
8 59 (7.30%) MATLAB
9 58 (7.18%) C++
10 38 (4.70%) VBA
11 33 (4.08%) PHP
12 19 (2.35%) C
13 15 (1.86%) T-SQL
14 14 (1.73%) VB
15 13 (1.61%) Perl
16 12 (1.49%) TypeScript
17 10 (1.24%) PL/SQL
18 9 (1.11%) PowerShell
19 8 (0.99%) Clojure
20 6 (0.74%) Go
Qualifications
1 310 (38.37%) Degree
2 195 (24.13%) PhD
3 14 (1.73%) ITIL Certification
4 12 (1.49%) PRINCE2 Certification
5 11 (1.36%) Microsoft Certification
6 9 (1.11%) CISM
6 9 (1.11%) CISSP
7 8 (0.99%) MCTS
8 6 (0.74%) Postgraduate
9 4 (0.50%) CEH
9 4 (0.50%) CISA
9 4 (0.50%) CREST Certified
9 4 (0.50%) CSSLP
9 4 (0.50%) PMP
10 3 (0.37%) IISP
10 3 (0.37%) ISEB
11 2 (0.25%) CCNA
11 2 (0.25%) Cisco Certification
11 2 (0.25%) MCSA
11 2 (0.25%) RHCE
Quality Assurance & Compliance
1 33 (4.08%) QA
2 32 (3.96%) SLA
3 21 (2.60%) Data Quality
4 6 (0.74%) IFRS
4 6 (0.74%) IFRS 9
5 5 (0.62%) COBIT
6 2 (0.25%) IAS 39
6 2 (0.25%) Sarbanes-Oxley
System Software
1 20 (2.48%) VMware Infrastructure
2 16 (1.98%) Active Directory
3 14 (1.73%) Docker
4 7 (0.87%) HDFS
5 5 (0.62%) Apache Flume
6 4 (0.50%) Xen
7 3 (0.37%) QEMU
7 3 (0.37%) vSphere
7 3 (0.37%) XenServer
8 2 (0.25%) Hyper-V
8 2 (0.25%) iptables
8 2 (0.25%) NFS
8 2 (0.25%) RACF
9 1 (0.12%) Firmware
9 1 (0.12%) KVM
9 1 (0.12%) vCloud
9 1 (0.12%) Virtual Machines
9 1 (0.12%) VirtualBox
9 1 (0.12%) XenApp
Systems Management
1 13 (1.61%) Kubernetes
2 12 (1.49%) Microsoft Clustering
3 9 (1.11%) CSIRT
4 5 (0.62%) Ansible
5 4 (0.50%) Puppet
6 3 (0.37%) Ambari
6 3 (0.37%) Mesos
6 3 (0.37%) Nagios
6 3 (0.37%) Oozie
6 3 (0.37%) rkt
6 3 (0.37%) Salt
6 3 (0.37%) SCOM
6 3 (0.37%) ZABBIX
7 2 (0.25%) cPanel
7 2 (0.25%) NetBackup
7 2 (0.25%) Netcool
7 2 (0.25%) OpenView Configuration Management
7 2 (0.25%) Plesk
7 2 (0.25%) SCCM
7 2 (0.25%) Tivoli
Vendors
1 125 (15.47%) Microsoft
2 76 (9.41%) Tableau
3 41 (5.07%) Google
4 39 (4.83%) Oracle
5 24 (2.97%) iManage
6 21 (2.60%) VMware
7 15 (1.86%) Red Hat
8 14 (1.73%) Citrix
9 10 (1.24%) Apple
9 10 (1.24%) Splunk
10 9 (1.11%) Adobe
10 9 (1.11%) Bloomberg
11 8 (0.99%) Avaya
11 8 (0.99%) Cisco
12 7 (0.87%) Alteryx
12 7 (0.87%) Informatica
12 7 (0.87%) MicroStrategy
12 7 (0.87%) Sandvine
12 7 (0.87%) Talend
12 7 (0.87%) Twitter
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £90000 per annum + Negotiable
Posted: 5 hours ago
London
Oho Group Ltd.
Salary: £60000 - £150000 per annum, Benefits Excellent Bonus and Benefits
Posted: 4 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 5 hours ago
Feltham, Middlesex
2M Employment Solutions
Salary: £35000.00 per annum
Posted: 37 minutes ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 5 hours ago
City, London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 5 hours ago
Central London / West End
ClearCube Consulting
Salary: Up to £120,000 per annum
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 7 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £75000 - £150000 per annum + Negotiable
Posted: 2 days ago
Central London / West End
ClearCube Consulting
Salary: Up to £90,000 per annum
Posted: Yesterday
London
ClearCube Consulting
Salary: From £45,000 to £65,000 per annum
Posted: Yesterday
London
Churchill Frank
Salary: £30000 - £40000 per annum
Posted: Yesterday
London
Digital Gurus
Salary: £40000 - £60000 per annum + + bens
Posted: 17 hours ago
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Venturi
Salary: £35000.00 - £40000.00 per annum + Bonus & Benefits
Posted: 3 days ago
West London
Vodafone
Posted: Yesterday
Central London / West End
Vodafone
Posted: Yesterday
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 5 days ago
London
Careerwise UK Limited
Salary: £60000 - £61000 per annum
Posted: 2 days ago
London
myBench Ltd
Salary: From £35,000 to £50,000 per annum
Posted: 3 days ago
London
myBench Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 3 days ago
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: 6 days ago
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £65,000 per annum
Posted: 2 days ago
City, London
Martin & Conley
Salary: £54000 - £75000 per annum + bonus
Posted: 20 hours ago
London
Optima Connections
Salary: Up to £70,000 per annum + Bonus + Benefits
Posted: 3 days ago
London
Salt
Salary: £50000.00 - £55000.00 per annum
Posted: 5 days ago
London
Careerwise UK Limited
Salary: £60000 - £61000 per annum
Posted: 5 days ago
London
McGregor Boyall
Salary: £25000 - £50000 per annum
Posted: 2 days ago
City, London
The Collinson Group
Salary: From £35,000 to £40,000 per annum
Posted: 6 days ago
Central London / West End
Brightred Resourcing Limited
Salary: From £75,000 to £80,000 per annum plus bonus and benefits
Posted: 6 days ago