The following table provides summary statistics for permanent job vacancies advertised in the City of 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Statistics
London / City of London
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 177 156 222
Rank change year-on-year -21 +66  
Permanent jobs citing Statistics 46 115 97
As % of all permanent IT jobs advertised in the City of London 0.89% 1.60% 0.93%
As % of the Processes & Methodologies category 0.99% 1.77% 1.06%
Number of salaries quoted 40 105 80
Median salary £62,500 £55,000 £55,000
Median salary % change year-on-year +13.63% -  
90% offered a salary of more than £52,000 £35,000 £28,000
10% offered a salary of more than £85,000 £72,500 £70,000
UK excluding London median salary £40,000 £44,250 £40,000
% change year-on-year -9.60% +10.62%  

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 the City of London with a requirement for process and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4654 6484 9126
As % of all permanent IT job vacancies advertised in the City of London 90.46% 90.31% 87.84%
Number of salaries quoted 4254 5773 7692
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £41,000 £42,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistics
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of 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 the City of London

Statistics
Salary Trend in the City of London

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

Salary trend for Statistics in the City of London

Statistics
Salary Histogram in the City of London

The salary distribution of IT jobs citing Statistics in the City of London over the 3 months to 29 March 2017.

Salary histogram for Statistics in the City of London

For the 6 months to 29 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 City of London region with a requirement for Statistics.

1 56 (57.14%) Mathematics
2 49 (50.00%) Finance
3 47 (47.96%) SQL
4 42 (42.86%) Computer Science
5 41 (41.84%) Machine Learning
6 40 (40.82%) Python
6 40 (40.82%) Analytics
7 34 (34.69%) Big Data
8 32 (32.65%) Hadoop
9 28 (28.57%) Degree
10 24 (24.49%) NoSQL
11 23 (23.47%) R
11 23 (23.47%) Algorithms
12 22 (22.45%) Apache Spark
12 22 (22.45%) PhD
13 21 (21.43%) Analytical Skills
14 20 (20.41%) Marketing
15 17 (17.35%) C#
16 16 (16.33%) SQL Server
16 16 (16.33%) Open Source
17 15 (15.31%) Visualisation
17 15 (15.31%) Physics
17 15 (15.31%) Data Analysis
18 14 (14.29%) Credit Risk
18 14 (14.29%) OO
18 14 (14.29%) SAS
19 13 (13.27%) Business Intelligence
19 13 (13.27%) C++
19 13 (13.27%) Java
19 13 (13.27%) Economics

Statistics
Co-occurring IT Skills in the City of 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 22 (22.45%) Apache Spark
2 14 (14.29%) SAS
3 3 (3.06%) Apache
3 3 (3.06%) CMS
3 3 (3.06%) Drupal
3 3 (3.06%) Elasticsearch
4 2 (2.04%) Apache Pig
4 2 (2.04%) SharePoint
4 2 (2.04%) WordPress
5 1 (1.02%) MS Exchange
Applications
1 9 (9.18%) SPSS
2 7 (7.14%) MS Excel
2 7 (7.14%) MS Office
3 4 (4.08%) MS PowerPoint
3 4 (4.08%) MS Project
4 3 (3.06%) Stata
5 2 (2.04%) Gephi
Business Applications
1 4 (4.08%) NetSuite
2 1 (1.02%) WebTrends
Cloud Services
1 4 (4.08%) Amazon AWS
2 3 (3.06%) Microsoft Azure
3 2 (2.04%) SaaS
4 1 (1.02%) Adobe Analytics
4 1 (1.02%) Amazon S3
4 1 (1.02%) Google Analytics
4 1 (1.02%) Google App Engine
4 1 (1.02%) Google Cloud Platform
4 1 (1.02%) Google Tag Manager
Communications & Networking
1 4 (4.08%) Internet
2 2 (2.04%) DNS
3 1 (1.02%) BGP
3 1 (1.02%) Cisco ASA
3 1 (1.02%) Cisco ISE
3 1 (1.02%) Cisco Wireless
3 1 (1.02%) DHCP
3 1 (1.02%) Firewall
3 1 (1.02%) HTTP
3 1 (1.02%) Intranet
3 1 (1.02%) IP Telephony
3 1 (1.02%) LAN
3 1 (1.02%) RIP
3 1 (1.02%) SSL
3 1 (1.02%) WAN
3 1 (1.02%) Wireless
3 1 (1.02%) Wireshark
3 1 (1.02%) WLAN
Database & Business Intelligence
1 34 (34.69%) Big Data
2 32 (32.65%) Hadoop
3 24 (24.49%) NoSQL
4 16 (16.33%) SQL Server
5 12 (12.24%) Data Mining
6 11 (11.22%) MongoDB
7 8 (8.16%) Apache Hive
8 7 (7.14%) Relational Database
9 6 (6.12%) Apache Cassandra
10 3 (3.06%) GIS
10 3 (3.06%) Neo4j
10 3 (3.06%) SQL Server Reporting Services
11 2 (2.04%) DTS
11 2 (2.04%) Microsoft Analysis Services
11 2 (2.04%) SQL Server 2000
11 2 (2.04%) SQL Server 2016
11 2 (2.04%) SQL Server Analysis Services
11 2 (2.04%) SQL Server Integration Services
12 1 (1.02%) BusinessObjects
12 1 (1.02%) KDB
Development Applications
1 4 (4.08%) Visual Studio
2 2 (2.04%) SQL Server Management Studio (SSMS)
3 1 (1.02%) Fiddler
3 1 (1.02%) Firebug
General
1 49 (50.00%) Finance
2 20 (20.41%) Marketing
3 6 (6.12%) Banking
3 6 (6.12%) Front Office
4 4 (4.08%) Retail
5 3 (3.06%) Military
5 3 (3.06%) Publishing
6 2 (2.04%) Advertising
6 2 (2.04%) Games
7 1 (1.02%) French Language
7 1 (1.02%) Japanese Language
7 1 (1.02%) Law
7 1 (1.02%) Legal
7 1 (1.02%) Spanish Language
7 1 (1.02%) Telecoms
Job Titles
1 32 (32.65%) Data Scientist
2 25 (25.51%) Developer
3 17 (17.35%) Analyst
4 10 (10.20%) C# Developer
5 9 (9.18%) Senior Data Scientist
6 7 (7.14%) Data Analyst
7 5 (5.10%) Data Engineer
7 5 (5.10%) Machine Learning Scientist
7 5 (5.10%) Quantitative Developer
7 5 (5.10%) Service Analyst
8 4 (4.08%) Analytics Manager
8 4 (4.08%) C++ Developer
8 4 (4.08%) Consultant
8 4 (4.08%) Data Analytics Manager
8 4 (4.08%) Project Analyst
9 3 (3.06%) Junior
9 3 (3.06%) Junior Analyst
9 3 (3.06%) Junior Quantitative Analyst
9 3 (3.06%) Qualitative Analyst
9 3 (3.06%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 12 (12.24%) WCF
1 12 (12.24%) WPF
2 8 (8.16%) HTML
3 5 (5.10%) .NET
4 4 (4.08%) Ajax
4 4 (4.08%) CSS
4 4 (4.08%) CSS3
4 4 (4.08%) Flask
4 4 (4.08%) HTML5
4 4 (4.08%) STL
5 3 (3.06%) D3.js
5 3 (3.06%) jQuery
5 3 (3.06%) NumPy
5 3 (3.06%) Pandas
6 2 (2.04%) Matplotlib
6 2 (2.04%) scikit-learn
6 2 (2.04%) TensorFlow
7 1 (1.02%) Akka
7 1 (1.02%) Keras
7 1 (1.02%) Pyramid
Miscellaneous
1 42 (42.86%) Computer Science
2 23 (23.47%) Algorithms
3 21 (21.43%) Analytical Skills
4 14 (14.29%) Credit Risk
5 9 (9.18%) Fintech
6 4 (4.08%) User Experience
7 2 (2.04%) Equities
7 2 (2.04%) Foreign Exchange (FX)
7 2 (2.04%) Social Media
8 1 (1.02%) Enterprise Software
8 1 (1.02%) Hedge funds
8 1 (1.02%) Market Risk
8 1 (1.02%) Mobile App
8 1 (1.02%) TWAP
8 1 (1.02%) Video Conferencing
8 1 (1.02%) VWAP
Operating Systems
1 9 (9.18%) Linux
2 8 (8.16%) Windows
3 4 (4.08%) Unix
4 3 (3.06%) Windows Server
4 3 (3.06%) Windows Server 2003
4 3 (3.06%) Windows Server 2008
5 2 (2.04%) Windows Server 2012
6 1 (1.02%) Windows 7
6 1 (1.02%) Windows XP
Processes & Methodologies
1 56 (57.14%) Mathematics
2 41 (41.84%) Machine Learning
3 40 (40.82%) Analytics
4 16 (16.33%) Open Source
5 15 (15.31%) Data Analysis
5 15 (15.31%) Physics
5 15 (15.31%) Visualisation
6 14 (14.29%) OO
7 13 (13.27%) Business Intelligence
7 13 (13.27%) Economics
8 12 (12.24%) Web Analytics
9 10 (10.20%) Data Analytics
9 10 (10.20%) Data Integration
10 9 (9.18%) Validation
11 7 (7.14%) Data Management
11 7 (7.14%) Data Visualisation
11 7 (7.14%) Performance Tuning
11 7 (7.14%) Software Engineering
12 6 (6.12%) Quantitative Analysis
12 6 (6.12%) Stakeholder Management
Programming Languages
1 47 (47.96%) SQL
2 40 (40.82%) Python
3 23 (23.47%) R
4 17 (17.35%) C#
5 13 (13.27%) C++
5 13 (13.27%) Java
6 9 (9.18%) JavaScript
7 6 (6.12%) VBA
8 5 (5.10%) Scala
8 5 (5.10%) T-SQL
9 4 (4.08%) MATLAB
10 3 (3.06%) PHP
11 1 (1.02%) Perl
11 1 (1.02%) PL/SQL
11 1 (1.02%) PowerShell
Qualifications
1 28 (28.57%) Degree
2 22 (22.45%) PhD
3 4 (4.08%) PMP
4 2 (2.04%) Cisco Certification
5 1 (1.02%) CCIE
5 1 (1.02%) CCNA
5 1 (1.02%) CCNP
5 1 (1.02%) DV Cleared
5 1 (1.02%) Security Cleared
Quality Assurance & Compliance
1 4 (4.08%) Data Quality
2 1 (1.02%) IAS 39
2 1 (1.02%) IFRS
2 1 (1.02%) IFRS 9
System Software
1 1 (1.02%) Active Directory
Systems Management
1 2 (2.04%) SCOM
2 1 (1.02%) NetBackup
2 1 (1.02%) Netcool
2 1 (1.02%) OpenView Configuration Management
2 1 (1.02%) Tivoli
Vendors
1 8 (8.16%) Microsoft
2 5 (5.10%) Tableau
3 4 (4.08%) Oracle
4 3 (3.06%) Bloomberg
4 3 (3.06%) Google
5 2 (2.04%) Cisco
6 1 (1.02%) Adobe
6 1 (1.02%) Avaya
6 1 (1.02%) HP
6 1 (1.02%) Intel Security
6 1 (1.02%) Nortel
6 1 (1.02%) Remedy
6 1 (1.02%) Salesforce.com
6 1 (1.02%) Sandvine
6 1 (1.02%) SAP
6 1 (1.02%) SolarWinds
6 1 (1.02%) Splunk
6 1 (1.02%) Tandberg
6 1 (1.02%) Tealium
6 1 (1.02%) Teradata
City, London
ANSON MCCADE
Salary: £40,000 - £80,000 + extensive benefits package
Posted: 10 hours ago
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Harvey Nash plc
Posted: 5 days ago
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: 5 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £90000 per annum + Negotiable
Posted: 6 days ago
City, London
Morgan Mckinley
Salary: £60000 - £70000 per annum
Posted: 5 days ago
City, London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 6 days ago
City, London
The Collinson Group
Salary: From £35,000 to £40,000 per annum
Posted: 12 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 20 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 26 days ago
City, London
Martin & Conley
Salary: £54000 - £75000 per annum + bonus
Posted: 7 days ago
City, London
The Collinson Group
Salary: From £35,000 to £50,000 per annum
Posted: 16 days ago
City of London
Bluetown Online LTD
Salary: £24000 - £32000 per annum
Posted: 23 days ago
City, London
Martin & Conley
Salary: £45000 - £55000 per annum + Benefits
Posted: 26 days ago
City, London
IPsoft
Salary: From £45,000 to £55,000 per annum + strong benefits and bonus package
Posted: 16 days ago