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 27 June 2017 with a comparison to the same period in the previous 2 years.

Statistics
London / City of London
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 175 194 221
Rank change year-on-year +19 +27  
Permanent jobs citing Statistics 58 71 103
As % of all permanent IT jobs advertised in the City of London 1.12% 1.11% 1.01%
As % of the Processes & Methodologies category 1.26% 1.23% 1.13%
Number of salaries quoted 49 62 80
Median salary £56,000 £45,000 £57,500
Median salary % change year-on-year +24.44% -21.73%  
90% offered a salary of more than £34,700 £30,000 £37,250
10% offered a salary of more than £85,500 £90,000 £84,999
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 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 4609 5788 9089
As % of all permanent IT job vacancies advertised in the City of London 89.15% 90.56% 89.23%
Number of salaries quoted 4072 5275 7778
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 £40,000 £40,000 £40,000
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 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 27 June 2017.

Salary histogram for Statistics in the City of London

For the 6 months to 27 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 City of London region with a requirement for Statistics.

1 58 (55.77%) Finance
2 47 (45.19%) SQL
3 43 (41.35%) Python
4 42 (40.38%) Mathematics
4 42 (40.38%) Analytics
5 32 (30.77%) Machine Learning
6 29 (27.88%) Computer Science
7 27 (25.96%) Analytical Skills
8 26 (25.00%) Degree
9 22 (21.15%) Microsoft Excel
9 22 (21.15%) R
10 21 (20.19%) Big Data
10 21 (20.19%) Java
11 20 (19.23%) Algorithms
12 19 (18.27%) NoSQL
12 19 (18.27%) Visualisation
13 18 (17.31%) Hadoop
13 18 (17.31%) SQL Server
14 16 (15.38%) PhD
15 15 (14.42%) Apache Spark
16 14 (13.46%) Data Analytics
16 14 (13.46%) Data Analysis
17 13 (12.50%) Marketing
17 13 (12.50%) Predictive Modelling
17 13 (12.50%) Data Integration
18 12 (11.54%) Open Source
18 12 (11.54%) Physics
18 12 (11.54%) ITIL
18 12 (11.54%) C#
18 12 (11.54%) LAN

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 15 (14.42%) Apache Spark
2 10 (9.62%) SAS
3 1 (0.96%) IPython
3 1 (0.96%) Jupyter
3 1 (0.96%) SharePoint
3 1 (0.96%) Tornado
3 1 (0.96%) WebSphere
Applications
1 22 (21.15%) Microsoft Excel
2 9 (8.65%) SPSS
3 6 (5.77%) Microsoft PowerPoint
4 5 (4.81%) Microsoft Office
5 3 (2.88%) Stata
6 1 (0.96%) Gephi
Business Applications
1 4 (3.85%) Dynamics CRM
2 1 (0.96%) FastStats
Cloud Services
1 6 (5.77%) Amazon AWS
2 4 (3.85%) Microsoft Azure
2 4 (3.85%) SaaS
3 2 (1.92%) G Suite
4 1 (0.96%) Amazon S3
4 1 (0.96%) Azure Machine Learning
4 1 (0.96%) Google App Engine
4 1 (0.96%) Google Cloud Platform
Communications & Networking
1 12 (11.54%) Firewall
1 12 (11.54%) LAN
1 12 (11.54%) WAN
1 12 (11.54%) Wireless
2 8 (7.69%) Internet
2 8 (7.69%) Intranet
3 7 (6.73%) Network Security
4 5 (4.81%) Cisco ASA
4 5 (4.81%) Cisco ISE
4 5 (4.81%) Cisco Wireless
4 5 (4.81%) IP Telephony
4 5 (4.81%) WLAN
5 4 (3.85%) DWDM
5 4 (3.85%) MPLS
5 4 (3.85%) Unified Communications
5 4 (3.85%) VPN
6 3 (2.88%) TCP/IP
6 3 (2.88%) VoIP
7 1 (0.96%) RIP
Database & Business Intelligence
1 21 (20.19%) Big Data
2 19 (18.27%) NoSQL
3 18 (17.31%) Hadoop
3 18 (17.31%) SQL Server
4 10 (9.62%) MongoDB
5 9 (8.65%) Data Mining
5 9 (8.65%) Relational Database
6 7 (6.73%) Apache Cassandra
7 4 (3.85%) QlikView
8 2 (1.92%) Amazon Redshift
8 2 (1.92%) Apache Hive
8 2 (1.92%) KDB
8 2 (1.92%) PostgreSQL
8 2 (1.92%) Power BI
8 2 (1.92%) Spotfire
9 1 (0.96%) BigQuery
9 1 (0.96%) SAS EBI
9 1 (0.96%) SQL Server 2012
9 1 (0.96%) SQL Server 2016
9 1 (0.96%) Tick Data
Development Applications
1 2 (1.92%) Git (software)
1 2 (1.92%) JIRA
2 1 (0.96%) Bower
2 1 (0.96%) HP UFT
2 1 (0.96%) Jenkins
2 1 (0.96%) Maven
2 1 (0.96%) SpecFlow
2 1 (0.96%) SQL Server Management Studio (SSMS)
General
1 58 (55.77%) Finance
2 13 (12.50%) Marketing
3 11 (10.58%) Advertising
4 6 (5.77%) Back Office
4 6 (5.77%) Banking
4 6 (5.77%) Front Office
4 6 (5.77%) Games
5 4 (3.85%) Telecoms
6 3 (2.88%) Military
6 3 (2.88%) Retail
7 1 (0.96%) French Language
7 1 (0.96%) Japanese Language
7 1 (0.96%) Law
7 1 (0.96%) Legal
7 1 (0.96%) Spanish Language
Job Titles
1 24 (23.08%) Data Scientist
2 23 (22.12%) Analyst
3 12 (11.54%) Developer
4 8 (7.69%) Data Analyst
4 8 (7.69%) Network Engineer
5 7 (6.73%) C# Developer
5 7 (6.73%) Senior Analyst
5 7 (6.73%) Senior Data Scientist
6 6 (5.77%) Data Analytics Scientist
7 5 (4.81%) Senior Network Engineer
7 5 (4.81%) SQL Analyst
8 4 (3.85%) Communications Manager
8 4 (3.85%) Consultant
8 4 (3.85%) Engineering Manager
8 4 (3.85%) Head of Support
9 3 (2.88%) Insight Analyst
9 3 (2.88%) Junior
9 3 (2.88%) Python Developer
9 3 (2.88%) Senior Data Analyst
9 3 (2.88%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 7 (6.73%) WCF
1 7 (6.73%) WPF
2 5 (4.81%) HTML
2 5 (4.81%) NumPy
2 5 (4.81%) Pandas
3 3 (2.88%) .NET
3 3 (2.88%) Flask
3 3 (2.88%) scikit-learn
3 3 (2.88%) SciPy
3 3 (2.88%) TensorFlow
3 3 (2.88%) Web Services
4 2 (1.92%) AngularJS
4 2 (1.92%) ASP.NET
4 2 (1.92%) CSS
4 2 (1.92%) D3.js
4 2 (1.92%) Pyramid
4 2 (1.92%) PySpark
4 2 (1.92%) Theano
4 2 (1.92%) XML
5 1 (0.96%) Bokeh
Miscellaneous
1 29 (27.88%) Computer Science
2 27 (25.96%) Analytical Skills
3 20 (19.23%) Algorithms
4 11 (10.58%) Fintech
5 9 (8.65%) Video Conferencing
6 8 (7.69%) Greenfield Project
7 6 (5.77%) Derivative
8 5 (4.81%) Foreign Exchange (FX)
8 5 (4.81%) Management Information System
8 5 (4.81%) Swaptions
9 4 (3.85%) Data Centre
9 4 (3.85%) Mobile Games
10 3 (2.88%) Credit Risk
10 3 (2.88%) Hedge funds
11 2 (1.92%) Equities
11 2 (1.92%) Smartphone
11 2 (1.92%) Social Media
12 1 (0.96%) N-Tier
12 1 (0.96%) Reference Data
12 1 (0.96%) VWAP
Operating Systems
1 8 (7.69%) Windows
2 7 (6.73%) Linux
3 2 (1.92%) Android
3 2 (1.92%) Apple iOS
3 2 (1.92%) Windows Server
4 1 (0.96%) Windows Server 2003
4 1 (0.96%) Windows Server 2008
4 1 (0.96%) Windows Server 2012
Processes & Methodologies
1 42 (40.38%) Analytics
1 42 (40.38%) Mathematics
2 32 (30.77%) Machine Learning
3 19 (18.27%) Visualisation
4 14 (13.46%) Data Analysis
4 14 (13.46%) Data Analytics
5 13 (12.50%) Data Integration
5 13 (12.50%) Predictive Modelling
6 12 (11.54%) ITIL
6 12 (11.54%) Open Source
6 12 (11.54%) Physics
7 10 (9.62%) Agile Software Development
7 10 (9.62%) OO
8 9 (8.65%) Business Intelligence
8 9 (8.65%) Performance Tuning
8 9 (8.65%) Service Management
8 9 (8.65%) Trend Analysis
9 8 (7.69%) Data Visualisation
9 8 (7.69%) ITSM
9 8 (7.69%) Network Monitoring
Programming Languages
1 47 (45.19%) SQL
2 43 (41.35%) Python
3 22 (21.15%) R
4 21 (20.19%) Java
5 12 (11.54%) C#
6 10 (9.62%) C++
7 9 (8.65%) VBA
8 8 (7.69%) JavaScript
9 4 (3.85%) Scala
10 3 (2.88%) C
10 3 (2.88%) MATLAB
11 2 (1.92%) T-SQL
12 1 (0.96%) Korn
12 1 (0.96%) PL/SQL
12 1 (0.96%) PowerShell
12 1 (0.96%) Shell Script
12 1 (0.96%) TypeScript
Qualifications
1 26 (25.00%) Degree
2 16 (15.38%) PhD
3 10 (9.62%) Cisco Certification
4 9 (8.65%) CCIE
4 9 (8.65%) CCNP
5 5 (4.81%) Computer Science Degree
6 4 (3.85%) Numerate Degree
7 3 (2.88%) Master's Degree
7 3 (2.88%) SC Cleared
7 3 (2.88%) Security Cleared
8 2 (1.92%) BPSS Clearance
8 2 (1.92%) CTC Cleared
9 1 (0.96%) CCNA
9 1 (0.96%) DV Cleared
9 1 (0.96%) ISEB
9 1 (0.96%) ISTQB
9 1 (0.96%) MCSA
9 1 (0.96%) MCSE
9 1 (0.96%) Microsoft Certification
Quality Assurance & Compliance
1 6 (5.77%) ISO/IEC 20000
2 4 (3.85%) Data Quality
3 2 (1.92%) FATCA
System Software
1 3 (2.88%) Active Directory
1 3 (2.88%) vSphere
2 1 (0.96%) Docker
2 1 (0.96%) Virtual Machines
Systems Management
1 3 (2.88%) FortiGate
2 2 (1.92%) SCCM
3 1 (0.96%) Control-M
3 1 (0.96%) SCOM
Vendors
1 11 (10.58%) Microsoft
1 11 (10.58%) Tableau
2 6 (5.77%) Cisco
3 5 (4.81%) Avaya
3 5 (4.81%) Nortel
3 5 (4.81%) Oracle
3 5 (4.81%) SolarWinds
3 5 (4.81%) Tandberg
4 4 (3.85%) Bloomberg
4 4 (3.85%) CheckPoint
4 4 (3.85%) Google
4 4 (3.85%) Palo Alto
5 3 (2.88%) Citrix
5 3 (2.88%) HP
5 3 (2.88%) ProCurve
5 3 (2.88%) Salesforce.com
6 2 (1.92%) Apple
6 2 (1.92%) DoubleClick
7 1 (0.96%) MicroStrategy
7 1 (0.96%) Sybase
City, London
Networking People
Salary: £80000 per annum + Discretionary bonus
Posted: 16 hours ago
City, London
Montash
Salary: From £90,000 to £100,000 per annum + 10% Bonus + Pensions + Healthcare
Posted: 17 hours ago
City, London
TEKsystems
Salary: £80000 - £90000 per annum
Posted: 17 hours ago
City, London
Mills Goodwin Talent Network
Salary: £30-35k + c10% bonus, 15% Pension, healthcare, 27 days hols etc
Posted: 5 days ago
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: UKP 41000 per year
Posted: 6 days ago
City, London
Big Wednesday Digital Ltd
Salary: £95000 - £150000 per annum + Negotiable
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: UKP 48000 per year
Posted: 6 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
Intec Select
Salary: From £65,000 to £75,000 per annum £65-75k + Bonus & Bens
Posted: 6 days ago
City, London
IPsoft
Salary: Excellent salary + strong benefits and bonus package
Posted: 6 days ago
City, London
Schroders plc
Posted: 16 days ago