The table below looks at the prevalence of the term Statistics in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Statistics
Rank 163 213 166
Rank change year-on-year
+50 -47
Permanent jobs citing Statistics 84 100 181
As % of all permanent IT jobs located in the City of London 1.35% 1.00% 1.52%
As % of the Miscellaneous category 2.90% 2.17% 3.29%
Number of salaries quoted 69 73 129
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £37,500 £35,000 £30,400
10% offered a salary of more than £110,000 £79,500 £80,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%
Statistics
London

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the City of London region.

Miscellaneous Category
City of London
Permanent IT job ads with a match in the
Miscellaneous category
2893 4618 5496
As % of all permanent IT jobs located in the City of London 46.63% 46.35% 46.09%
Number of salaries quoted 2599 3805 4514
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 £32,500
10% offered a salary of more than £87,500 £80,000 £85,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Statistics
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Statistics as a proportion of all IT jobs with a match in the Miscellaneous category.

Statistics Jobs Demand Trend 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 across the City of London region.

Statistics Salary Trend in the City of London

Statistics
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Statistics across the City of London region over the 3 months to 24 August 2016.

Statistics Salary Histogram in the City of London

Statistics
Top 30 Related IT Skills in the City of London

For the 6 months to 24 August 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 City of London region with a requirement for Statistics.

1 84 (47.46%) SQL
2 83 (46.89%) Degree
3 73 (41.24%) Mathematics
4 63 (35.59%) Computer Science
4 63 (35.59%) Analytics
5 54 (30.51%) Finance
6 44 (24.86%) Python
6 44 (24.86%) Marketing
7 40 (22.60%) Machine Learning
8 36 (20.34%) Analytical Skills
9 35 (19.77%) Data Analytics
10 34 (19.21%) PhD
11 30 (16.95%) Economics
11 30 (16.95%) R
12 28 (15.82%) Data Mining
12 28 (15.82%) SQL Server
13 27 (15.25%) SAS
14 26 (14.69%) MS Excel
14 26 (14.69%) Big Data
15 24 (13.56%) Internet
16 22 (12.43%) Intranet
16 22 (12.43%) Data Analysis
16 22 (12.43%) Algorithms
16 22 (12.43%) Hadoop
16 22 (12.43%) Actionable Insight
17 21 (11.86%) Games
17 21 (11.86%) Business Intelligence
18 19 (10.73%) E-Commerce
18 19 (10.73%) JavaScript
18 19 (10.73%) Windows

Statistics
Top Related 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 27 (15.25%) SAS
2 13 (7.34%) Apache Spark
3 4 (2.26%) MS Exchange
4 3 (1.69%) Apache Pig
4 3 (1.69%) Confluence
5 1 (0.56%) Apache
5 1 (0.56%) Elasticsearch
5 1 (0.56%) Exchange Server 2010
5 1 (0.56%) IIS
Applications
1 26 (14.69%) MS Excel
2 12 (6.78%) MS Office
3 7 (3.95%) SPSS
4 3 (1.69%) Mathematica
4 3 (1.69%) Stata
5 2 (1.13%) MS Visio
6 1 (0.56%) EViews
6 1 (0.56%) MS PowerPoint
6 1 (0.56%) MS Project
Business Applications
1 3 (1.69%) Oracle AML
2 2 (1.13%) MetaTrader
3 1 (0.56%) FastStats
Cloud Services
1 9 (5.08%) GitHub
2 1 (0.56%) Adobe Analytics
2 1 (0.56%) Amazon AWS
2 1 (0.56%) Amazon EMR
2 1 (0.56%) Amazon S3
Communications & Networking
1 24 (13.56%) Internet
2 22 (12.43%) Intranet
3 16 (9.04%) Firewall
3 16 (9.04%) IP Telephony
4 15 (8.47%) Cisco ASA
4 15 (8.47%) Cisco ISE
4 15 (8.47%) Cisco Wireless
4 15 (8.47%) LAN
4 15 (8.47%) WAN
4 15 (8.47%) Wireless
4 15 (8.47%) WLAN
5 5 (2.82%) ATM
5 5 (2.82%) SMS
6 4 (2.26%) DNS
7 3 (1.69%) DHCP
8 2 (1.13%) HTTP
9 1 (0.56%) Broadband
9 1 (0.56%) HTTPS
9 1 (0.56%) OSPF
9 1 (0.56%) TCP/IP
Database & Business Intelligence
1 28 (15.82%) Data Mining
1 28 (15.82%) SQL Server
2 26 (14.69%) Big Data
3 22 (12.43%) Hadoop
4 15 (8.47%) SQL Server Reporting Services
5 12 (6.78%) SQL Server Integration Services
6 11 (6.21%) Apache Hive
7 9 (5.08%) QlikView
7 9 (5.08%) SQL Server Analysis Services
8 7 (3.95%) MySQL
9 4 (2.26%) Data Warehouse
9 4 (2.26%) SQL Server 2005
9 4 (2.26%) SQL Server 2008
9 4 (2.26%) SQL Server 2012
9 4 (2.26%) Sybase IQ
10 3 (1.69%) NoSQL
11 2 (1.13%) Impala
11 2 (1.13%) OLAP Cube
11 2 (1.13%) RDBMS
11 2 (1.13%) Relational Database
Development Applications
1 4 (2.26%) JIRA
2 3 (1.69%) Git (software)
3 1 (0.56%) CMake
3 1 (0.56%) Jenkins
3 1 (0.56%) Maven
3 1 (0.56%) SCons
3 1 (0.56%) Selenium
3 1 (0.56%) Subversion
General
1 54 (30.51%) Finance
2 44 (24.86%) Marketing
3 21 (11.86%) Games
4 15 (8.47%) Telecoms
5 10 (5.65%) Banking
6 9 (5.08%) Legal
7 8 (4.52%) Retail
8 6 (3.39%) Advertising
9 4 (2.26%) Front Office
9 4 (2.26%) German Language
10 3 (1.69%) Spanish Language
11 2 (1.13%) French Language
11 2 (1.13%) International Banking
11 2 (1.13%) Mandarin Language
12 1 (0.56%) Billing
Job Titles
1 40 (22.60%) Analyst
2 31 (17.51%) Developer
3 26 (14.69%) Data Scientist
4 18 (10.17%) Data Analyst
4 18 (10.17%) Junior
5 16 (9.04%) Network Engineer
5 16 (9.04%) Senior Network Engineer
6 14 (7.91%) Cisco Engineer
6 14 (7.91%) Cisco Network Engineer
6 14 (7.91%) Senior Cisco Engineer
6 14 (7.91%) Senior Cisco Network Engineer
7 13 (7.34%) Junior Developer
8 12 (6.78%) Full Stack Developer
9 11 (6.21%) Consultant
10 10 (5.65%) DBA
10 10 (5.65%) Machine Learning Scientist
11 9 (5.08%) SQL DBA
12 8 (4.52%) Insight Analyst
12 8 (4.52%) SAS Analyst
12 8 (4.52%) SQL Analyst
Libraries, Frameworks & Software Standards
1 16 (9.04%) .NET
1 16 (9.04%) XML
2 15 (8.47%) HTML
2 15 (8.47%) NumPy
3 14 (7.91%) ASP.NET
4 10 (5.65%) Matplotlib
4 10 (5.65%) OpenCL
4 10 (5.65%) TensorFlow
4 10 (5.65%) Theano
5 5 (2.82%) D3.js
5 5 (2.82%) Natural Language Processing
6 4 (2.26%) CSS
6 4 (2.26%) FIX Protocol
6 4 (2.26%) JMS
6 4 (2.26%) scikit-learn
7 3 (1.69%) ASP.NET MVC
7 3 (1.69%) Hibernate
7 3 (1.69%) JDBC
7 3 (1.69%) Pandas
7 3 (1.69%) Spring
Miscellaneous
1 73 (41.24%) Mathematics
2 63 (35.59%) Computer Science
3 36 (20.34%) Analytical Skills
4 30 (16.95%) Economics
5 22 (12.43%) Algorithms
6 17 (9.60%) Visualisation
7 15 (8.47%) Video Conferencing
8 13 (7.34%) Neural Network
9 12 (6.78%) Artificial Intelligence
10 11 (6.21%) CUDA
11 9 (5.08%) Online Games
11 9 (5.08%) User Experience
12 8 (4.52%) Equities
13 7 (3.95%) Foreign Exchange (FX)
13 7 (3.95%) Physics
13 7 (3.95%) Replication
14 6 (3.39%) Credit Risk
14 6 (3.39%) Management Information System
14 6 (3.39%) Mobile App
15 5 (2.82%) Social Media
Operating Systems
1 19 (10.73%) Windows
2 14 (7.91%) Unix
3 8 (4.52%) Linux
4 5 (2.82%) Windows Server
5 4 (2.26%) Windows 7
6 3 (1.69%) Windows Server 2003
6 3 (1.69%) Windows Server 2008
6 3 (1.69%) Windows XP
Processes & Methodologies
1 63 (35.59%) Analytics
2 40 (22.60%) Machine Learning
3 35 (19.77%) Data Analytics
4 22 (12.43%) Actionable Insight
4 22 (12.43%) Data Analysis
5 21 (11.86%) Business Intelligence
6 19 (10.73%) E-Commerce
7 18 (10.17%) Agile Software Development
7 18 (10.17%) Open Source
8 17 (9.60%) Change Management
8 17 (9.60%) ETL
8 17 (9.60%) OO
8 17 (9.60%) Performance Tuning
9 16 (9.04%) ITIL
9 16 (9.04%) Network Monitoring
9 16 (9.04%) Trend Analysis
10 15 (8.47%) MVC
10 15 (8.47%) Predictive Modelling
11 14 (7.91%) Data Modelling
12 13 (7.34%) Operations Research
Programming Languages
1 84 (47.46%) SQL
2 44 (24.86%) Python
3 30 (16.95%) R
4 19 (10.73%) JavaScript
5 18 (10.17%) C#
6 16 (9.04%) C++
6 16 (9.04%) Java
7 12 (6.78%) VBA
8 11 (6.21%) MATLAB
8 11 (6.21%) Scala
8 11 (6.21%) T-SQL
9 6 (3.39%) PowerShell
10 5 (2.82%) Perl
11 4 (2.26%) Bash Shell
12 2 (1.13%) C
12 2 (1.13%) Ruby
13 1 (0.56%) Julia
13 1 (0.56%) PHP
Qualifications
1 83 (46.89%) Degree
2 34 (19.21%) PhD
3 16 (9.04%) CCIE
3 16 (9.04%) Cisco Certification
4 15 (8.47%) CCNP
5 7 (3.95%) OCP
5 7 (3.95%) Oracle Certification
6 4 (2.26%) Security Cleared
7 3 (1.69%) DV Cleared
7 3 (1.69%) Microsoft Certification
8 2 (1.13%) MCDBA
8 2 (1.13%) MCITP
8 2 (1.13%) MCTS
9 1 (0.56%) CCA
9 1 (0.56%) CCAA
9 1 (0.56%) CEH
9 1 (0.56%) CISSP
9 1 (0.56%) Citrix Certification
9 1 (0.56%) MCSE
Quality Assurance & Compliance
1 6 (3.39%) SLA
2 5 (2.82%) QA
3 4 (2.26%) Data Quality
4 1 (0.56%) COBIT
4 1 (0.56%) ISO/IEC 27001
4 1 (0.56%) SSAE 16
System Software
1 7 (3.95%) Active Directory
2 2 (1.13%) VMware Infrastructure
3 1 (0.56%) Docker
3 1 (0.56%) Hyper-V
3 1 (0.56%) Snort
3 1 (0.56%) Terminal Services
3 1 (0.56%) Virtual Machines
3 1 (0.56%) XenApp
Systems Management
1 7 (3.95%) Failover Clustering
2 5 (2.82%) Netcool
3 3 (1.69%) NetBackup
3 3 (1.69%) OpenView Configuration Management
4 2 (1.13%) Netcool/OMNIbus
4 2 (1.13%) Tivoli
4 2 (1.13%) Tivoli Monitoring
4 2 (1.13%) Tivoli Storage Manager
5 1 (0.56%) Microsoft Clustering
5 1 (0.56%) Puppet
5 1 (0.56%) SCCM
5 1 (0.56%) SCOM
5 1 (0.56%) SCVMM
5 1 (0.56%) SolarWinds Orion
5 1 (0.56%) WSUS
Vendors
1 16 (9.04%) Cisco
1 16 (9.04%) Microsoft
1 16 (9.04%) Oracle
1 16 (9.04%) SolarWinds
2 15 (8.47%) Avaya
2 15 (8.47%) Nortel
2 15 (8.47%) Tandberg
3 13 (7.34%) Tableau
4 6 (3.39%) IBM
5 5 (2.82%) Facebook
5 5 (2.82%) HP
5 5 (2.82%) Salesforce.com
6 4 (2.26%) Sybase
7 3 (1.69%) Intel Security
8 2 (1.13%) Alteryx
8 2 (1.13%) Citrix
8 2 (1.13%) Currenex
8 2 (1.13%) Salesforce Marketing Cloud
8 2 (1.13%) Teradata
8 2 (1.13%) VMware
City, London
Networking People
Salary: Bonus + Benefits
Posted: 5 hours ago
City, London
Sealed Envelope Ltd
Salary: From £25,000 to £35,000 per annum
Posted: 7 hours ago
City, London
Parallel Consulting
Salary: £120000 - £130000 per annum
Posted: Yesterday
City, London
ISL
Salary: £60000 - £75000 per annum + equity
Posted: 2 days ago
City, London
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: Yesterday
City, London
Harris Global
Salary: From £50,000 to £75,000 per annum Benefits + Bonus
Posted: 5 days ago
City, London
Harris Global
Salary: From £40,000 to £60,000 per annum Benefits + Bonus
Posted: 5 days ago
City, London
Owen Daniels Consultancy
Salary: From £50,000 to £60,000 per annum
Posted: Yesterday
City of London
Venturi
Salary: £110000 - £150000 per annum + Benefits
Posted: 22 days ago
City, London
IPsoft
Salary: Excellent salary + strong benefits and bonus package
Posted: 21 days ago