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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Statistics
Rank 191 217 178
Rank change year-on-year
+26 -39
Permanent jobs citing Statistics 66 102 181
As % of all permanent IT jobs located in the City of London 1.05% 0.97% 1.47%
As % of the Miscellaneous category 2.25% 2.14% 3.14%
Number of salaries quoted 55 75 132
Median salary £52,500 £55,000 £51,250
Median salary % change year-on-year
-4.54% +7.31%
90% offered a salary of more than £35,000 £34,400 £32,050
10% offered a salary of more than £86,000 £83,999 £90,000
UK excluding London median salary £40,000 £39,500 £39,375
% change year-on-year
+1.26% +0.31%
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
2927 4763 5760
As % of all permanent IT jobs located in the City of London 46.39% 45.47% 46.80%
Number of salaries quoted 2628 3896 4701
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £36,400 £35,000 £35,000
10% offered a salary of more than £85,000 £82,500 £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 25 July 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 25 July 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 92 (49.46%) SQL
2 79 (42.47%) Degree
2 79 (42.47%) Mathematics
3 66 (35.48%) Finance
4 59 (31.72%) Analytics
5 58 (31.18%) Computer Science
6 43 (23.12%) Analytical Skills
7 42 (22.58%) Python
8 38 (20.43%) Marketing
9 32 (17.20%) Machine Learning
10 31 (16.67%) Data Analytics
10 31 (16.67%) MS Excel
11 29 (15.59%) PhD
11 29 (15.59%) Data Analysis
12 28 (15.05%) Economics
12 28 (15.05%) R
13 26 (13.98%) JavaScript
14 25 (13.44%) C#
14 25 (13.44%) SAS
14 25 (13.44%) Internet
15 24 (12.90%) Intranet
15 24 (12.90%) SQL Server
15 24 (12.90%) Big Data
16 23 (12.37%) Java
16 23 (12.37%) .NET
17 22 (11.83%) E-Commerce
17 22 (11.83%) Games
18 21 (11.29%) Microsoft
18 21 (11.29%) HTML
18 21 (11.29%) Actionable Insight

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 25 (13.44%) SAS
2 15 (8.06%) Apache Spark
3 3 (1.61%) Apache
3 3 (1.61%) Apache Pig
3 3 (1.61%) Confluence
3 3 (1.61%) MS Exchange
4 1 (0.54%) Apache Solr
4 1 (0.54%) Elasticsearch
4 1 (0.54%) Exchange Server 2010
4 1 (0.54%) IIS
Applications
1 31 (16.67%) MS Excel
2 10 (5.38%) MS Office
3 7 (3.76%) SPSS
4 4 (2.15%) Mathematica
4 4 (2.15%) MS Visio
5 2 (1.08%) EViews
5 2 (1.08%) MS PowerPoint
5 2 (1.08%) MS Project
6 1 (0.54%) Stata
Business Applications
1 5 (2.69%) MetaTrader
2 2 (1.08%) FastStats
3 1 (0.54%) SAP Oil and Gas
Cloud Services
1 6 (3.23%) GitHub
2 1 (0.54%) Amazon AWS
2 1 (0.54%) Amazon EMR
2 1 (0.54%) Amazon S3
Communications & Networking
1 25 (13.44%) Internet
2 24 (12.90%) Intranet
3 17 (9.14%) Firewall
3 17 (9.14%) IP Telephony
4 16 (8.60%) Cisco ASA
4 16 (8.60%) Cisco ISE
4 16 (8.60%) Cisco Wireless
4 16 (8.60%) LAN
4 16 (8.60%) WAN
4 16 (8.60%) Wireless
4 16 (8.60%) WLAN
5 5 (2.69%) ATM
5 5 (2.69%) SMS
6 3 (1.61%) DNS
7 2 (1.08%) DHCP
7 2 (1.08%) Extranet
8 1 (0.54%) BGP
8 1 (0.54%) Broadband
8 1 (0.54%) EIGRP
8 1 (0.54%) OSPF
Database & Business Intelligence
1 24 (12.90%) Big Data
1 24 (12.90%) SQL Server
2 20 (10.75%) Hadoop
3 18 (9.68%) Data Mining
4 14 (7.53%) QlikView
5 10 (5.38%) Apache Hive
5 10 (5.38%) SQL Server Reporting Services
6 6 (3.23%) GIS
6 6 (3.23%) SQL Server Integration Services
7 5 (2.69%) Data Warehouse
7 5 (2.69%) MySQL
8 4 (2.15%) Sybase IQ
9 3 (1.61%) SAS EBI
9 3 (1.61%) SQL Server Analysis Services
10 2 (1.08%) Impala
10 2 (1.08%) NoSQL
10 2 (1.08%) OLAP
10 2 (1.08%) OLAP Cube
10 2 (1.08%) Relational Database
10 2 (1.08%) Text Mining
Development Applications
1 4 (2.15%) JIRA
2 2 (1.08%) Git (software)
3 1 (0.54%) CMake
3 1 (0.54%) Mercurial
3 1 (0.54%) SCons
3 1 (0.54%) Subversion
General
1 66 (35.48%) Finance
2 38 (20.43%) Marketing
3 22 (11.83%) Games
4 19 (10.22%) Telecoms
5 14 (7.53%) Banking
6 13 (6.99%) Retail
7 8 (4.30%) Front Office
7 8 (4.30%) German Language
7 8 (4.30%) Spanish Language
8 6 (3.23%) International Banking
9 5 (2.69%) Advertising
10 4 (2.15%) French Language
10 4 (2.15%) Legal
10 4 (2.15%) Mandarin Language
11 2 (1.08%) Law
12 1 (0.54%) Billing
12 1 (0.54%) Electronics
12 1 (0.54%) Manufacturing
12 1 (0.54%) Private Banking
Job Titles
1 48 (25.81%) Analyst
2 40 (21.51%) Developer
3 22 (11.83%) Data Analyst
4 18 (9.68%) Data Scientist
4 18 (9.68%) Junior
5 17 (9.14%) Network Engineer
5 17 (9.14%) Senior Network Engineer
6 15 (8.06%) Cisco Engineer
6 15 (8.06%) Cisco Network Engineer
6 15 (8.06%) Senior Cisco Engineer
6 15 (8.06%) Senior Cisco Network Engineer
7 13 (6.99%) Junior Developer
7 13 (6.99%) SQL Analyst
8 12 (6.45%) C# Developer
8 12 (6.45%) Consultant
8 12 (6.45%) Full Stack Developer
9 11 (5.91%) .NET Developer
10 10 (5.38%) C# .NET Developer
10 10 (5.38%) JavaScript Developer
11 9 (4.84%) E-Commerce Analyst
Libraries, Frameworks & Software Standards
1 23 (12.37%) .NET
2 21 (11.29%) HTML
3 14 (7.53%) ASP.NET
3 14 (7.53%) XML
4 10 (5.38%) NumPy
5 8 (4.30%) TensorFlow
5 8 (4.30%) Theano
6 7 (3.76%) OpenCL
7 6 (3.23%) FIX Protocol
7 6 (3.23%) Matplotlib
7 6 (3.23%) Natural Language Processing
8 5 (2.69%) CSS
9 4 (2.15%) D3.js
10 3 (1.61%) Apache Flex
10 3 (1.61%) ASP.NET MVC
10 3 (1.61%) ASP.NET Web API
10 3 (1.61%) JDBC
10 3 (1.61%) JMS
10 3 (1.61%) scikit-learn
10 3 (1.61%) Spring
Miscellaneous
1 79 (42.47%) Mathematics
2 58 (31.18%) Computer Science
3 43 (23.12%) Analytical Skills
4 28 (15.05%) Economics
5 18 (9.68%) Algorithms
6 16 (8.60%) User Experience
6 16 (8.60%) Video Conferencing
7 15 (8.06%) Visualisation
8 13 (6.99%) Equities
9 10 (5.38%) Foreign Exchange (FX)
9 10 (5.38%) Physics
10 9 (4.84%) Artificial Intelligence
10 9 (4.84%) CUDA
10 9 (4.84%) Neural Network
10 9 (4.84%) Online Games
11 7 (3.76%) Mobile App
12 5 (2.69%) Credit Risk
12 5 (2.69%) Management Information System
12 5 (2.69%) Social Media
13 3 (1.61%) AS400
Operating Systems
1 19 (10.22%) Windows
2 11 (5.91%) Linux
3 10 (5.38%) Unix
4 4 (2.15%) Windows Server
5 3 (1.61%) Windows 7
6 2 (1.08%) Windows Server 2003
6 2 (1.08%) Windows Server 2008
6 2 (1.08%) Windows XP
Processes & Methodologies
1 59 (31.72%) Analytics
2 32 (17.20%) Machine Learning
3 31 (16.67%) Data Analytics
4 29 (15.59%) Data Analysis
5 22 (11.83%) E-Commerce
6 21 (11.29%) Actionable Insight
7 19 (10.22%) Agile Software Development
7 19 (10.22%) Change Management
7 19 (10.22%) ITIL
8 17 (9.14%) Network Monitoring
8 17 (9.14%) Operations Research
8 17 (9.14%) Trend Analysis
9 16 (8.60%) MVC
10 15 (8.06%) Business Intelligence
10 15 (8.06%) Econometrics
10 15 (8.06%) Predictive Modelling
11 14 (7.53%) Stakeholder Engagement
12 13 (6.99%) Open Source
13 12 (6.45%) Marketing Analytics
14 11 (5.91%) Prototyping
Programming Languages
1 92 (49.46%) SQL
2 42 (22.58%) Python
3 28 (15.05%) R
4 26 (13.98%) JavaScript
5 25 (13.44%) C#
6 23 (12.37%) Java
7 19 (10.22%) C++
8 14 (7.53%) VBA
9 13 (6.99%) Scala
10 12 (6.45%) MATLAB
11 6 (3.23%) T-SQL
12 5 (2.69%) Perl
13 3 (1.61%) Bash Shell
13 3 (1.61%) PowerShell
14 2 (1.08%) C
15 1 (0.54%) Julia
15 1 (0.54%) Shell Script
Qualifications
1 79 (42.47%) Degree
2 29 (15.59%) PhD
3 17 (9.14%) CCNP
3 17 (9.14%) Cisco Certification
4 16 (8.60%) CCIE
5 3 (1.61%) Microsoft Certification
5 3 (1.61%) Security Cleared
6 2 (1.08%) DV Cleared
6 2 (1.08%) MCDBA
6 2 (1.08%) MCITP
6 2 (1.08%) MCTS
7 1 (0.54%) CCA
7 1 (0.54%) CCAA
7 1 (0.54%) Citrix Certification
7 1 (0.54%) MCSE
7 1 (0.54%) OCP
7 1 (0.54%) Oracle Certification
7 1 (0.54%) Postgraduate
Quality Assurance & Compliance
1 6 (3.23%) SLA
2 4 (2.15%) Data Quality
3 1 (0.54%) ISO/IEC 27001
3 1 (0.54%) QA
3 1 (0.54%) SSAE 16
System Software
1 6 (3.23%) Active Directory
2 1 (0.54%) Hyper-V
2 1 (0.54%) Terminal Services
2 1 (0.54%) VMware Infrastructure
2 1 (0.54%) XenApp
Systems Management
1 8 (4.30%) Netcool
2 6 (3.23%) Netcool/OMNIbus
2 6 (3.23%) Tivoli
2 6 (3.23%) Tivoli Monitoring
2 6 (3.23%) Tivoli Storage Manager
3 2 (1.08%) NetBackup
3 2 (1.08%) OpenView Configuration Management
4 1 (0.54%) EMC NetWorker
4 1 (0.54%) Failover Clustering
4 1 (0.54%) Microsoft Clustering
4 1 (0.54%) SCCM
4 1 (0.54%) SCOM
4 1 (0.54%) SCVMM
4 1 (0.54%) SolarWinds Orion
4 1 (0.54%) WSUS
Vendors
1 21 (11.29%) Microsoft
2 17 (9.14%) Cisco
2 17 (9.14%) SolarWinds
3 16 (8.60%) Avaya
3 16 (8.60%) Nortel
3 16 (8.60%) Tableau
3 16 (8.60%) Tandberg
4 10 (5.38%) IBM
5 9 (4.84%) Oracle
6 5 (2.69%) Currenex
6 5 (2.69%) Facebook
6 5 (2.69%) FXall
6 5 (2.69%) Salesforce.com
7 4 (2.15%) HP
7 4 (2.15%) Sybase
8 3 (1.61%) Teradata
9 2 (1.08%) Alteryx
9 2 (1.08%) Citrix
9 2 (1.08%) Intel Security
9 2 (1.08%) Salesforce Marketing Cloud
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £75000 per annum
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 3 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 4 days ago
City, London
Oliver James Associates
Salary: £40000 - £52000 per annum + benefits
Posted: 6 days ago
City, London
Premier IT
Salary: £0.00 per annum
Posted: 7 hours ago
City, London
TEKsystems
Salary: £60000 - £70000 per annum
Posted: 5 days ago
City, London
Simply Business
Salary: Competitive Salary + Benefits
Posted: 5 days ago
City, London
IPsoft
Salary: Excellent salary plus strong benefits and bonus package
Posted: 7 days ago
City, London
IPsoft
Salary: Excellent salary + strong benefits and bonus package
Posted: 3 days ago
City of London
Michael Page Technology
Salary: £30000 - £35000 per annum
Posted: 13 days ago
City, London
Energon People
Salary: £60000 - £75000 per annum
Posted: 6 days ago