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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Statistics
Rank 190 221 217
Rank change year-on-year
+31 -4
Permanent jobs citing Statistics 75 104 146
As % of all permanent IT jobs located in the City of London 1.18% 1.01% 1.14%
As % of the Miscellaneous category 2.49% 2.26% 2.41%
Number of salaries quoted 65 81 108
Median salary £45,000 £57,500 £52,500
Median salary % change year-on-year
-21.73% +9.52%
90% offered a salary of more than £30,000 £37,500 £32,200
10% offered a salary of more than £90,000 £84,999 £90,000
UK excluding London median salary £37,500 £40,000 £41,000
% change year-on-year
-6.25% -2.43%
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
3015 4592 6065
As % of all permanent IT jobs located in the City of London 47.48% 44.43% 47.19%
Number of salaries quoted 2718 3769 5027
Median salary £57,500 £57,500 £57,500
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £82,500 £82,500 £82,500
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 29 June 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 29 June 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 97 (51.05%) SQL
2 82 (43.16%) Mathematics
3 78 (41.05%) Degree
4 66 (34.74%) Finance
5 62 (32.63%) Analytics
6 55 (28.95%) Computer Science
7 48 (25.26%) Analytical Skills
8 42 (22.11%) Python
9 40 (21.05%) Marketing
10 37 (19.47%) Machine Learning
11 34 (17.89%) MS Excel
11 34 (17.89%) Data Analysis
12 33 (17.37%) Data Analytics
13 32 (16.84%) R
14 29 (15.26%) Big Data
14 29 (15.26%) Economics
14 29 (15.26%) JavaScript
15 27 (14.21%) C#
15 27 (14.21%) Java
15 27 (14.21%) PhD
16 26 (13.68%) E-Commerce
16 26 (13.68%) .NET
16 26 (13.68%) SQL Server
17 25 (13.16%) Games
18 24 (12.63%) Microsoft
19 23 (12.11%) SAS
19 23 (12.11%) HTML
19 23 (12.11%) Hadoop
20 22 (11.58%) Internet
20 22 (11.58%) Agile Software Development

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 23 (12.11%) SAS
2 17 (8.95%) Apache Spark
3 5 (2.63%) Apache
4 3 (1.58%) Apache Pig
4 3 (1.58%) Confluence
5 2 (1.05%) Elasticsearch
5 2 (1.05%) MS Exchange
6 1 (0.53%) Apache Solr
6 1 (0.53%) Exchange Server 2010
6 1 (0.53%) IIS
Applications
1 34 (17.89%) MS Excel
2 9 (4.74%) MS Office
3 7 (3.68%) SPSS
4 5 (2.63%) MS Visio
5 4 (2.11%) Mathematica
6 3 (1.58%) EViews
7 2 (1.05%) MS PowerPoint
7 2 (1.05%) MS Project
8 1 (0.53%) GNU Octave
Business Applications
1 5 (2.63%) MetaTrader
2 2 (1.05%) FastStats
2 2 (1.05%) SAP Oil and Gas
Cloud Services
1 5 (2.63%) GitHub
2 1 (0.53%) Amazon AWS
2 1 (0.53%) Amazon EMR
2 1 (0.53%) Amazon S3
Communications & Networking
1 22 (11.58%) Internet
2 21 (11.05%) Intranet
3 14 (7.37%) Firewall
3 14 (7.37%) IP Telephony
4 13 (6.84%) Cisco ASA
4 13 (6.84%) Cisco ISE
4 13 (6.84%) Cisco Wireless
4 13 (6.84%) LAN
4 13 (6.84%) WAN
4 13 (6.84%) Wireless
4 13 (6.84%) WLAN
5 5 (2.63%) ATM
5 5 (2.63%) SMS
6 2 (1.05%) DNS
6 2 (1.05%) Extranet
7 1 (0.53%) BGP
7 1 (0.53%) DHCP
7 1 (0.53%) EIGRP
7 1 (0.53%) Fibre Channel
7 1 (0.53%) OSPF
Database & Business Intelligence
1 29 (15.26%) Big Data
2 26 (13.68%) SQL Server
3 23 (12.11%) Hadoop
4 17 (8.95%) Data Mining
5 13 (6.84%) QlikView
6 9 (4.74%) Apache Hive
6 9 (4.74%) SQL Server Reporting Services
7 8 (4.21%) GIS
8 7 (3.68%) SQL Server Integration Services
9 6 (3.16%) Data Warehouse
10 4 (2.11%) MySQL
11 3 (1.58%) NoSQL
11 3 (1.58%) QGIS
11 3 (1.58%) SAS EBI
12 2 (1.05%) Apache Cassandra
12 2 (1.05%) Impala
12 2 (1.05%) MongoDB
12 2 (1.05%) OLAP Cube
12 2 (1.05%) Relational Database
12 2 (1.05%) SQL Server Analysis Services
Development Applications
1 4 (2.11%) JIRA
2 3 (1.58%) Git (software)
3 2 (1.05%) Mercurial
3 2 (1.05%) Subversion
4 1 (0.53%) CMake
4 1 (0.53%) SCons
General
1 66 (34.74%) Finance
2 40 (21.05%) Marketing
3 25 (13.16%) Games
4 20 (10.53%) Telecoms
5 15 (7.89%) Banking
5 15 (7.89%) Retail
6 10 (5.26%) Spanish Language
7 9 (4.74%) German Language
8 7 (3.68%) Front Office
9 6 (3.16%) International Banking
9 6 (3.16%) Mandarin Language
10 5 (2.63%) Advertising
11 3 (1.58%) French Language
11 3 (1.58%) Legal
12 2 (1.05%) Electronics
12 2 (1.05%) Law
12 2 (1.05%) Manufacturing
12 2 (1.05%) Private Banking
13 1 (0.53%) Billing
13 1 (0.53%) Publishing
Job Titles
1 53 (27.89%) Analyst
2 39 (20.53%) Developer
3 27 (14.21%) Data Analyst
4 21 (11.05%) Data Scientist
5 18 (9.47%) Junior
6 15 (7.89%) C# Developer
6 15 (7.89%) SQL Analyst
7 14 (7.37%) .NET Developer
7 14 (7.37%) Network Engineer
7 14 (7.37%) Senior Network Engineer
8 13 (6.84%) C# .NET Developer
8 13 (6.84%) Junior Developer
9 12 (6.32%) Cisco Engineer
9 12 (6.32%) Cisco Network Engineer
9 12 (6.32%) E-Commerce Analyst
9 12 (6.32%) E-Commerce Web Analyst
9 12 (6.32%) Full Stack Developer
9 12 (6.32%) Senior Cisco Engineer
9 12 (6.32%) SQL Developer
9 12 (6.32%) Web Analyst
Libraries, Frameworks & Software Standards
1 26 (13.68%) .NET
2 23 (12.11%) HTML
3 15 (7.89%) XML
4 14 (7.37%) ASP.NET
5 9 (4.74%) Theano
6 8 (4.21%) Natural Language Processing
6 8 (4.21%) NumPy
6 8 (4.21%) TensorFlow
7 6 (3.16%) FIX Protocol
7 6 (3.16%) OpenCL
8 5 (2.63%) CSS
8 5 (2.63%) Matplotlib
9 4 (2.11%) D3.js
9 4 (2.11%) scikit-learn
10 3 (1.58%) Apache Flex
10 3 (1.58%) ASP.NET MVC
10 3 (1.58%) ASP.NET Web API
10 3 (1.58%) JDBC
10 3 (1.58%) JMS
10 3 (1.58%) PostGIS
Miscellaneous
1 82 (43.16%) Mathematics
2 55 (28.95%) Computer Science
3 48 (25.26%) Analytical Skills
4 29 (15.26%) Economics
5 21 (11.05%) Algorithms
6 19 (10.00%) User Experience
7 13 (6.84%) Physics
7 13 (6.84%) Video Conferencing
7 13 (6.84%) Visualisation
8 10 (5.26%) CUDA
8 10 (5.26%) Equities
8 10 (5.26%) Foreign Exchange (FX)
8 10 (5.26%) Mobile App
8 10 (5.26%) Neural Network
9 9 (4.74%) Artificial Intelligence
9 9 (4.74%) Online Games
10 5 (2.63%) Management Information System
10 5 (2.63%) Social Media
11 3 (1.58%) Credit Risk
11 3 (1.58%) Market Risk
Operating Systems
1 17 (8.95%) Windows
2 9 (4.74%) Linux
3 6 (3.16%) Unix
4 3 (1.58%) Windows Server
5 2 (1.05%) Windows 7
6 1 (0.53%) Windows Server 2003
6 1 (0.53%) Windows Server 2008
6 1 (0.53%) Windows XP
Processes & Methodologies
1 62 (32.63%) Analytics
2 37 (19.47%) Machine Learning
3 34 (17.89%) Data Analysis
4 33 (17.37%) Data Analytics
5 26 (13.68%) E-Commerce
6 22 (11.58%) Agile Software Development
7 18 (9.47%) Econometrics
8 16 (8.42%) Change Management
8 16 (8.42%) ITIL
8 16 (8.42%) MVC
8 16 (8.42%) Operations Research
9 15 (7.89%) Stakeholder Engagement
10 14 (7.37%) Business Intelligence
10 14 (7.37%) Network Monitoring
10 14 (7.37%) Predictive Modelling
11 13 (6.84%) Open Source
11 13 (6.84%) Prototyping
11 13 (6.84%) Trend Analysis
12 12 (6.32%) Marketing Analytics
13 11 (5.79%) Project Management
Programming Languages
1 97 (51.05%) SQL
2 42 (22.11%) Python
3 32 (16.84%) R
4 29 (15.26%) JavaScript
5 27 (14.21%) C#
5 27 (14.21%) Java
6 21 (11.05%) C++
7 15 (7.89%) VBA
8 13 (6.84%) MATLAB
8 13 (6.84%) Scala
9 6 (3.16%) T-SQL
10 3 (1.58%) C
11 2 (1.05%) Perl
11 2 (1.05%) PowerShell
12 1 (0.53%) Julia
12 1 (0.53%) Shell Script
Qualifications
1 78 (41.05%) Degree
2 27 (14.21%) PhD
3 14 (7.37%) CCNP
3 14 (7.37%) Cisco Certification
4 13 (6.84%) CCIE
5 3 (1.58%) Microsoft Certification
5 3 (1.58%) Security Cleared
6 2 (1.05%) MCDBA
6 2 (1.05%) MCITP
6 2 (1.05%) MCTS
6 2 (1.05%) Postgraduate
7 1 (0.53%) CCA
7 1 (0.53%) CCAA
7 1 (0.53%) Citrix Certification
7 1 (0.53%) DV Cleared
7 1 (0.53%) MCSE
Quality Assurance & Compliance
1 6 (3.16%) SLA
2 4 (2.11%) Data Quality
3 1 (0.53%) ISO/IEC 27001
3 1 (0.53%) QA
3 1 (0.53%) SSAE 16
System Software
1 5 (2.63%) Active Directory
2 1 (0.53%) Hyper-V
2 1 (0.53%) Terminal Services
2 1 (0.53%) VMware Infrastructure
2 1 (0.53%) XenApp
Systems Management
1 7 (3.68%) Netcool
2 6 (3.16%) Netcool/OMNIbus
2 6 (3.16%) Tivoli
2 6 (3.16%) Tivoli Monitoring
2 6 (3.16%) Tivoli Storage Manager
3 1 (0.53%) EMC NetWorker
3 1 (0.53%) Hadoop YARN
3 1 (0.53%) Microsoft Clustering
3 1 (0.53%) NetBackup
3 1 (0.53%) OpenView Configuration Management
3 1 (0.53%) SCCM
3 1 (0.53%) SCOM
3 1 (0.53%) SCVMM
3 1 (0.53%) SolarWinds Orion
3 1 (0.53%) WSUS
Vendors
1 24 (12.63%) Microsoft
2 15 (7.89%) Tableau
3 14 (7.37%) Cisco
3 14 (7.37%) SolarWinds
4 13 (6.84%) Avaya
4 13 (6.84%) Nortel
4 13 (6.84%) Tandberg
5 10 (5.26%) IBM
6 9 (4.74%) Oracle
7 5 (2.63%) Currenex
7 5 (2.63%) Facebook
7 5 (2.63%) FXall
7 5 (2.63%) Salesforce.com
8 4 (2.11%) Teradata
9 3 (1.58%) HP
9 3 (1.58%) Mapinfo
10 2 (1.05%) Alteryx
10 2 (1.05%) Citrix
10 2 (1.05%) Salesforce Marketing Cloud
10 2 (1.05%) SAP
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 22 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: 23 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + plus package and bonus
Posted: Yesterday
City, London
Client Server
Salary: £40k to £45k + benefits
Posted: 5 days ago
City, London
Testing Circle Ltd
Salary: £0.00 per annum
Posted: 6 days ago
City, London
IPsoft
Salary: Up to £70,000 per annum plus excellent benefits and bonus package
Posted: 21 days ago
City of London
Huxley
Salary: competitive
Posted: 23 days ago
City, London
Schroders plc
Posted: 16 days ago
City, London
Schroders plc
Posted: 16 days ago
City, London
BookingBug
Salary: Dependent on experience + benefits
Posted: 14 days ago
City, London
IPsoft
Salary: Up to £60,000 per annum plus excellent benefits and bonus package
Posted: 20 days ago