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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Statistics
London / City of London
Rank 179 189 224
Rank change year-on-year
+10 +35
Permanent jobs citing Statistics 49 62 93
As % of all permanent IT jobs located in the City of London 0.98% 0.96% 0.91%
As % of the Miscellaneous category 1.94% 2.01% 2.04%
Number of salaries quoted 48 57 85
Median salary £60,000 £58,000 £47,500
Median salary % change year-on-year
+3.44% +22.10%
90% offered a salary of more than £38,200 £34,200 £28,000
10% offered a salary of more than £90,750 £86,000 £74,200
UK excluding London median salary £40,000 £40,000 £40,000

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
2526 3092 4569
As % of all permanent IT jobs located in the City of London 50.32% 47.83% 44.63%
Number of salaries quoted 2320 2725 3921
Median salary £60,000 £60,000 £55,500
Median salary % change year-on-year
- +8.10%
90% offered a salary of more than £35,000 £38,000 £35,000
10% offered a salary of more than £97,500 £80,000 £90,000
UK excluding London median salary £42,500 £42,500 £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 20 January 2017.

Statistics Salary Histogram in the City of London

Statistics
Top 30 Related IT Skills in the City of London

For the 6 months to 20 January 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 71 (57.72%) Mathematics
2 58 (47.15%) SQL
3 57 (46.34%) Computer Science
4 51 (41.46%) Analytics
5 49 (39.84%) Degree
6 47 (38.21%) Finance
7 44 (35.77%) Machine Learning
8 38 (30.89%) Python
9 37 (30.08%) Marketing
10 36 (29.27%) Big Data
11 34 (27.64%) PhD
12 33 (26.83%) Hadoop
13 26 (21.14%) Data Mining
14 25 (20.33%) R
15 24 (19.51%) Business Intelligence
15 24 (19.51%) Economics
16 23 (18.70%) OO
16 23 (18.70%) Analytical Skills
17 22 (17.89%) Algorithms
18 20 (16.26%) SQL Server
19 18 (14.63%) SAS
19 18 (14.63%) Open Source
19 18 (14.63%) Apache Spark
20 17 (13.82%) Credit Risk
21 16 (13.01%) Unix
21 16 (13.01%) Data Analytics
22 15 (12.20%) NoSQL
22 15 (12.20%) Agile Software Development
23 14 (11.38%) Web Analytics
23 14 (11.38%) Oracle

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 18 (14.63%) Apache Spark
1 18 (14.63%) SAS
2 6 (4.88%) Elasticsearch
3 4 (3.25%) Apache Pig
3 4 (3.25%) MS Exchange
4 3 (2.44%) Apache
4 3 (2.44%) CMS
4 3 (2.44%) Drupal
5 2 (1.63%) SharePoint
5 2 (1.63%) WordPress
Applications
1 9 (7.32%) MS Excel
1 9 (7.32%) MS Office
2 8 (6.50%) SPSS
3 4 (3.25%) MS Project
4 3 (2.44%) Chatbot
4 3 (2.44%) Stata
5 1 (0.81%) Gephi
5 1 (0.81%) MS PowerPoint
Business Applications
1 3 (2.44%) Oracle AML
2 1 (0.81%) WebTrends
Cloud Services
1 3 (2.44%) Amazon AWS
1 3 (2.44%) GitHub
1 3 (2.44%) Microsoft Azure
2 2 (1.63%) Adobe Analytics
3 1 (0.81%) Google Analytics
3 1 (0.81%) Google Tag Manager
Communications & Networking
1 5 (4.07%) DNS
1 5 (4.07%) HTTP
1 5 (4.07%) Internet
2 4 (3.25%) DHCP
3 2 (1.63%) Cisco ASA
3 2 (1.63%) Cisco ISE
3 2 (1.63%) Cisco Wireless
3 2 (1.63%) Firewall
3 2 (1.63%) Intranet
3 2 (1.63%) IP Telephony
3 2 (1.63%) LAN
3 2 (1.63%) SSH
3 2 (1.63%) WAN
3 2 (1.63%) Wireless
3 2 (1.63%) WLAN
4 1 (0.81%) BGP
4 1 (0.81%) IPsec
4 1 (0.81%) Network Security
4 1 (0.81%) TCP/IP
4 1 (0.81%) Wireshark
Database & Business Intelligence
1 36 (29.27%) Big Data
2 33 (26.83%) Hadoop
3 26 (21.14%) Data Mining
4 20 (16.26%) SQL Server
5 15 (12.20%) NoSQL
6 11 (8.94%) MongoDB
6 11 (8.94%) SQL Server Reporting Services
7 10 (8.13%) SQL Server Analysis Services
7 10 (8.13%) SQL Server Integration Services
8 9 (7.32%) Apache Hive
9 6 (4.88%) SQL Server 2005
9 6 (4.88%) SQL Server 2008
9 6 (4.88%) SQL Server 2012
10 3 (2.44%) GIS
10 3 (2.44%) MySQL
10 3 (2.44%) Neo4j
10 3 (2.44%) Relational Database
11 2 (1.63%) Apache Cassandra
11 2 (1.63%) Impala
11 2 (1.63%) SQL Server 2016
Development Applications
1 4 (3.25%) Visual Studio
2 3 (2.44%) Git (software)
3 2 (1.63%) Jenkins
3 2 (1.63%) Maven
3 2 (1.63%) Selenium
3 2 (1.63%) SQL Server Management Studio (SSMS)
4 1 (0.81%) Fiddler
4 1 (0.81%) Firebug
4 1 (0.81%) Subversion
General
1 47 (38.21%) Finance
2 37 (30.08%) Marketing
3 10 (8.13%) Banking
4 9 (7.32%) Legal
5 6 (4.88%) Front Office
5 6 (4.88%) Retail
6 3 (2.44%) Advertising
6 3 (2.44%) Publishing
7 2 (1.63%) Games
8 1 (0.81%) Financial Institution
8 1 (0.81%) Law
Job Titles
1 38 (30.89%) Data Scientist
2 30 (24.39%) Analyst
3 22 (17.89%) Developer
4 14 (11.38%) Machine Learning Scientist
5 12 (9.76%) Analytics Manager
5 12 (9.76%) Data Analyst
6 11 (8.94%) Data Analytics Manager
7 10 (8.13%) DBA
7 10 (8.13%) Senior Data Scientist
7 10 (8.13%) SQL DBA
8 7 (5.69%) C# Developer
8 7 (5.69%) Consultant
8 7 (5.69%) Financial Analyst
9 6 (4.88%) Development DBA
9 6 (4.88%) Production DBA
9 6 (4.88%) Qualitative Analyst
9 6 (4.88%) Quantitative Analyst
9 6 (4.88%) SAS Analyst
10 5 (4.07%) Junior
10 5 (4.07%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 10 (8.13%) NumPy
1 10 (8.13%) scikit-learn
2 8 (6.50%) HTML
2 8 (6.50%) WCF
2 8 (6.50%) WPF
3 7 (5.69%) Pandas
4 6 (4.88%) Matplotlib
5 4 (3.25%) .NET
5 4 (3.25%) Ajax
5 4 (3.25%) CSS
5 4 (3.25%) CSS3
5 4 (3.25%) HTML5
5 4 (3.25%) STL
5 4 (3.25%) TensorFlow
6 3 (2.44%) Flask
6 3 (2.44%) JMS
6 3 (2.44%) jQuery
6 3 (2.44%) OpenCL
6 3 (2.44%) Theano
6 3 (2.44%) Torch
Miscellaneous
1 71 (57.72%) Mathematics
2 57 (46.34%) Computer Science
3 24 (19.51%) Economics
4 23 (18.70%) Analytical Skills
5 22 (17.89%) Algorithms
6 17 (13.82%) Credit Risk
7 12 (9.76%) Visualisation
8 10 (8.13%) Physics
9 8 (6.50%) Replication
10 7 (5.69%) Neural Network
11 4 (3.25%) Artificial Intelligence
11 4 (3.25%) Foreign Exchange (FX)
12 3 (2.44%) CUDA
12 3 (2.44%) User Experience
13 2 (1.63%) Fintech
13 2 (1.63%) Video Conferencing
14 1 (0.81%) Cryptography
14 1 (0.81%) Life Science
14 1 (0.81%) Market Risk
14 1 (0.81%) Social Network
Operating Systems
1 16 (13.01%) Unix
2 10 (8.13%) Linux
2 10 (8.13%) Windows
3 6 (4.88%) Windows Server
3 6 (4.88%) Windows Server 2003
3 6 (4.88%) Windows Server 2008
4 4 (3.25%) Windows 7
4 4 (3.25%) Windows XP
5 2 (1.63%) Windows Server 2012
Processes & Methodologies
1 51 (41.46%) Analytics
2 44 (35.77%) Machine Learning
3 24 (19.51%) Business Intelligence
4 23 (18.70%) OO
5 18 (14.63%) Open Source
6 16 (13.01%) Data Analytics
7 15 (12.20%) Agile Software Development
8 14 (11.38%) Data Modelling
8 14 (11.38%) Performance Tuning
8 14 (11.38%) Web Analytics
9 12 (9.76%) SDLC
10 11 (8.94%) Data Analysis
10 11 (8.94%) ETL
10 11 (8.94%) Information Retrieval
10 11 (8.94%) Knowledge Discovery
10 11 (8.94%) MapReduce
10 11 (8.94%) Parallel Programming
10 11 (8.94%) Software Engineering
11 10 (8.13%) Database Security
11 10 (8.13%) Operations Research
Programming Languages
1 58 (47.15%) SQL
2 38 (30.89%) Python
3 25 (20.33%) R
4 14 (11.38%) C++
5 13 (10.57%) T-SQL
6 12 (9.76%) C#
6 12 (9.76%) Java
7 10 (8.13%) Scala
8 8 (6.50%) VBA
9 7 (5.69%) JavaScript
10 6 (4.88%) MATLAB
11 5 (4.07%) PowerShell
12 4 (3.25%) PHP
13 3 (2.44%) Ruby
14 2 (1.63%) Bash Shell
15 1 (0.81%) Perl
Qualifications
1 49 (39.84%) Degree
2 34 (27.64%) PhD
3 8 (6.50%) OCP
3 8 (6.50%) Oracle Certification
4 4 (3.25%) DV Cleared
4 4 (3.25%) PMP
4 4 (3.25%) Security Cleared
5 2 (1.63%) CCIE
5 2 (1.63%) CEH
5 2 (1.63%) Cisco Certification
5 2 (1.63%) CISSP
6 1 (0.81%) CCNP
Quality Assurance & Compliance
1 6 (4.88%) QA
2 2 (1.63%) COBIT
2 2 (1.63%) IAS 39
3 1 (0.81%) Data Quality
System Software
1 4 (3.25%) Active Directory
2 3 (2.44%) Docker
3 2 (1.63%) Virtual Machines
3 2 (1.63%) VMware Infrastructure
4 1 (0.81%) Snort
Systems Management
1 8 (6.50%) Failover Clustering
2 4 (3.25%) NetBackup
2 4 (3.25%) Netcool
2 4 (3.25%) OpenView Configuration Management
3 3 (2.44%) Puppet
4 2 (1.63%) CSIRT
4 2 (1.63%) SCOM
4 2 (1.63%) Tivoli
Vendors
1 14 (11.38%) Oracle
2 11 (8.94%) Microsoft
3 4 (3.25%) HP
3 4 (3.25%) Intel Security
3 4 (3.25%) NetSuite
3 4 (3.25%) Tableau
4 2 (1.63%) Adobe
4 2 (1.63%) Avaya
4 2 (1.63%) Cisco
4 2 (1.63%) Nortel
4 2 (1.63%) SAP
4 2 (1.63%) SolarWinds
4 2 (1.63%) Tandberg
4 2 (1.63%) Teradata
4 2 (1.63%) VMware
5 1 (0.81%) EXASOL
5 1 (0.81%) Google
5 1 (0.81%) MicroStrategy
5 1 (0.81%) Splunk
5 1 (0.81%) Tealium
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 5 hours ago
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Oliver James Associates
Salary: £60000 - £80000 per annum + Pension, healthcare + More
Posted: Yesterday
City, London
Bluetownonline
Salary: £23000 per annum
Posted: 2 days ago
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 4 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 8 days ago
City, London
Harrington Starr
Salary: £40000 - £50000 per annum + plus package and bonus
Posted: 6 days ago
City of London
Spectrum IT
Salary: £50000 - £75000 per annum + 15% bonus, pension, healthcare
Posted: 11 days ago
City, London
IPsoft
Salary: Excellent salary + strong benefits and bonus package
Posted: 15 days ago