The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 24 April 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
London / City of London
3 months to
24 Apr 2017
Same period 2016 Same period 2015
Rank 180 170 227
Rank change year-on-year -10 +57  
Permanent jobs citing Data Analytics 54 109 99
As % of all permanent IT jobs advertised in the City of London 1.02% 1.52% 0.92%
As % of the Processes & Methodologies category 1.13% 1.67% 1.04%
Number of salaries quoted 48 103 85
Median salary £75,000 £70,000 £52,500
Median salary % change year-on-year +7.14% +33.33%  
90% offered a salary of more than £48,500 £35,000 £38,500
10% offered a salary of more than £97,500 £170,000 £81,200
UK excluding London median salary £43,000 £52,500 £47,500
% change year-on-year -18.09% +10.52%  

Data Analytics 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 4759 6510 9503
As % of all permanent IT job vacancies advertised in the City of London 90.25% 90.91% 88.47%
Number of salaries quoted 4314 5836 8003
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 £42,500 £40,000 £37,500
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%  

Data Analytics
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analytics in the City of London

Data Analytics
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in the City of London.

Salary trend for Data Analytics in the City of London

Data Analytics
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Analytics in the City of London over the 3 months to 24 April 2017.

Salary histogram for Data Analytics in the City of London

For the 6 months to 24 April 2017, IT jobs citing Data Analytics 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 Data Analytics.

1 123 (100.00%) Analytics
2 39 (31.71%) Hadoop
3 34 (27.64%) Degree
4 33 (26.83%) Python
5 32 (26.02%) Finance
6 31 (25.20%) Analytical Skills
7 30 (24.39%) SQL
8 29 (23.58%) Big Data
9 25 (20.33%) Machine Learning
10 23 (18.70%) Computer Science
10 23 (18.70%) Mentoring
11 22 (17.89%) PhD
12 21 (17.07%) Front Office
12 21 (17.07%) Enterprise Architecture
12 21 (17.07%) Tableau
12 21 (17.07%) Visualisation
13 20 (16.26%) Advertising
14 19 (15.45%) Information Security
14 19 (15.45%) Agile Software Development
14 19 (15.45%) Postgraduate
14 19 (15.45%) IT Strategy
15 18 (14.63%) Java
16 16 (13.01%) Oracle
16 16 (13.01%) Business Intelligence
17 15 (12.20%) Stakeholder Management
17 15 (12.20%) R
18 14 (11.38%) Apache Cassandra
18 14 (11.38%) Mathematics
19 13 (10.57%) Scala
19 13 (10.57%) Data Warehouse

Data Analytics
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 12 (9.76%) Apache Spark
2 3 (2.44%) Apache Solr
2 3 (2.44%) Elasticsearch
3 1 (0.81%) Apache Pig
3 1 (0.81%) Drupal
3 1 (0.81%) SAS
Applications
1 2 (1.63%) Microsoft Excel
2 1 (0.81%) Microsoft Project
2 1 (0.81%) MS Visio
Business Applications
1 1 (0.81%) FastStats
1 1 (0.81%) Markit EDM
1 1 (0.81%) SAP ERP
1 1 (0.81%) WebTrends
Cloud Services
1 12 (9.76%) Amazon AWS
2 7 (5.69%) Microsoft Azure
3 3 (2.44%) Google Cloud Platform
3 3 (2.44%) SaaS
4 2 (1.63%) Google Analytics
5 1 (0.81%) Adobe Analytics
5 1 (0.81%) AdWords
5 1 (0.81%) Cloud Computing
5 1 (0.81%) Data Lake Analytics
5 1 (0.81%) GitHub
5 1 (0.81%) Virtual Private Cloud
Communications & Networking
1 1 (0.81%) HTTP
1 1 (0.81%) PPP
Database & Business Intelligence
1 39 (31.71%) Hadoop
2 29 (23.58%) Big Data
3 14 (11.38%) Apache Cassandra
4 13 (10.57%) Data Warehouse
5 11 (8.94%) NoSQL
5 11 (8.94%) SQL Server
6 10 (8.13%) SQL Server Integration Services
7 9 (7.32%) QlikView
8 6 (4.88%) Data Lake
8 6 (4.88%) Data Mining
9 5 (4.07%) Apache Hive
9 5 (4.07%) DB2
9 5 (4.07%) SQL Server Reporting Services
10 4 (3.25%) MongoDB
11 3 (2.44%) BigQuery
11 3 (2.44%) HBase
11 3 (2.44%) OLAP
11 3 (2.44%) OLAP Cube
11 3 (2.44%) SQL Server Analysis Services
11 3 (2.44%) Voldemort
Development Applications
1 9 (7.32%) Git (software)
2 6 (4.88%) JIRA
3 5 (4.07%) Jenkins
4 3 (2.44%) TeamCity
4 3 (2.44%) Travis CI
5 2 (1.63%) Subversion
5 2 (1.63%) Team Foundation Server
6 1 (0.81%) ERwin
6 1 (0.81%) git-flow
6 1 (0.81%) Maven
General
1 32 (26.02%) Finance
2 21 (17.07%) Front Office
3 20 (16.26%) Advertising
4 8 (6.50%) Publishing
4 8 (6.50%) Retail
5 7 (5.69%) Marketing
6 5 (4.07%) Games
7 2 (1.63%) Banking
7 2 (1.63%) Legal
8 1 (0.81%) Music Industry
Job Titles
1 28 (22.76%) Architect
2 24 (19.51%) Analyst
3 21 (17.07%) Data Scientist
3 21 (17.07%) Developer
3 21 (17.07%) Enterprise Architect
4 13 (10.57%) Consultant
4 13 (10.57%) Senior Data Scientist
5 12 (9.76%) Business Analyst
6 9 (7.32%) Big Data Developer
6 9 (7.32%) Digital Analyst
6 9 (7.32%) Hadoop Developer
7 8 (6.50%) Data Analyst
7 8 (6.50%) Digital Business Analyst
8 7 (5.69%) Data Consultant
9 6 (4.88%) Senior Developer
9 6 (4.88%) SSIS Developer
10 5 (4.07%) Data Analytics Consultant
10 5 (4.07%) DevOps Engineer
10 5 (4.07%) Senior Big Data Developer
10 5 (4.07%) Senior Hadoop Developer
Libraries, Frameworks & Software Standards
1 10 (8.13%) .NET
2 8 (6.50%) Natural Language Processing
3 7 (5.69%) HTML
4 6 (4.88%) D3.js
4 6 (4.88%) Web Services
5 4 (3.25%) AngularJS
5 4 (3.25%) Spring
6 3 (2.44%) CSS
6 3 (2.44%) HTML5
6 3 (2.44%) Laravel
6 3 (2.44%) Symfony
7 2 (1.63%) CSS3
7 2 (1.63%) jQuery
7 2 (1.63%) JSON
7 2 (1.63%) LAMP
7 2 (1.63%) Node.js
7 2 (1.63%) RabbitMQ
7 2 (1.63%) REST
7 2 (1.63%) RESTful
7 2 (1.63%) XBRL
Miscellaneous
1 31 (25.20%) Analytical Skills
2 23 (18.70%) Computer Science
3 11 (8.94%) Algorithms
4 7 (5.69%) Fintech
5 3 (2.44%) Social Gaming
6 2 (1.63%) BBC
6 2 (1.63%) Credit Risk
6 2 (1.63%) Data Centre
6 2 (1.63%) Derivative
6 2 (1.63%) Linux Command Line
6 2 (1.63%) Tandem
6 2 (1.63%) User Experience
6 2 (1.63%) Virtual Team
7 1 (0.81%) Enterprise Software
7 1 (0.81%) Equities
7 1 (0.81%) Greenfield Project
7 1 (0.81%) Hybrid Cloud
7 1 (0.81%) Mobile App
7 1 (0.81%) OTC Derivatives
7 1 (0.81%) Public Cloud
Operating Systems
1 13 (10.57%) Linux
2 3 (2.44%) CentOS
3 2 (1.63%) Apple iOS
3 2 (1.63%) Unix
4 1 (0.81%) Android
4 1 (0.81%) Red Hat Enterprise Linux
Processes & Methodologies
1 123 (100.00%) Analytics
2 25 (20.33%) Machine Learning
3 23 (18.70%) Mentoring
4 21 (17.07%) Enterprise Architecture
4 21 (17.07%) Visualisation
5 19 (15.45%) Agile Software Development
5 19 (15.45%) Information Security
5 19 (15.45%) IT Strategy
6 16 (13.01%) Business Intelligence
7 15 (12.20%) Stakeholder Management
8 14 (11.38%) Mathematics
9 13 (10.57%) ETL
10 12 (9.76%) Big Data Analytics
10 12 (9.76%) Data Analysis
11 11 (8.94%) Data Visualisation
12 10 (8.13%) E-Commerce
12 10 (8.13%) Open Source
12 10 (8.13%) Waterfall
13 9 (7.32%) B2C
13 9 (7.32%) Statistics
Programming Languages
1 33 (26.83%) Python
2 30 (24.39%) SQL
3 18 (14.63%) Java
4 15 (12.20%) R
5 13 (10.57%) Scala
6 6 (4.88%) C++
6 6 (4.88%) JavaScript
7 5 (4.07%) HiveQL
7 5 (4.07%) PHP
8 3 (2.44%) C#
8 3 (2.44%) Erlang
8 3 (2.44%) Go
8 3 (2.44%) PL/SQL
8 3 (2.44%) Ruby
9 2 (1.63%) Apple Swift
9 2 (1.63%) Objective-C
9 2 (1.63%) XPath
10 1 (0.81%) C
10 1 (0.81%) Data Analysis Expressions (DAX)
10 1 (0.81%) Perl
Qualifications
1 34 (27.64%) Degree
2 22 (17.89%) PhD
3 19 (15.45%) Postgraduate
4 8 (6.50%) ISEB
5 1 (0.81%) CIMA
5 1 (0.81%) CISA
5 1 (0.81%) Security Cleared
Quality Assurance & Compliance
1 6 (4.88%) Data Quality
2 1 (0.81%) QA
System Software
1 3 (2.44%) Docker
Systems Management
1 6 (4.88%) Opscode Chef
1 6 (4.88%) Puppet
2 4 (3.25%) Kubernetes
3 3 (2.44%) logstash
4 2 (1.63%) Ansible
5 1 (0.81%) Mesos
Vendors
1 21 (17.07%) Tableau
2 16 (13.01%) Oracle
3 7 (5.69%) Microsoft
3 7 (5.69%) SAP
4 5 (4.07%) Cloudera
4 5 (4.07%) Cognos
4 5 (4.07%) Google
4 5 (4.07%) Hortonworks
4 5 (4.07%) Netezza
4 5 (4.07%) Sybase
5 4 (3.25%) Red Hat
6 3 (2.44%) Alteryx
6 3 (2.44%) Greenplum
6 3 (2.44%) JD Edwards
6 3 (2.44%) Salesforce.com
6 3 (2.44%) Teradata
7 2 (1.63%) Adobe
8 1 (0.81%) CA
8 1 (0.81%) IBM
8 1 (0.81%) Informatica
City, London
Claremont Consulting Ltd
Posted: 15 hours ago
City, London
Michael Page International
Salary: £80000 - £95000 per annum + Bonus + Incredible Bens
Posted: 2 days ago
City, London
Michael Page International
Salary: £80000 - £95000 per annum + Bonus + Incredible Bens
Posted: 2 days ago
City, London
Experis Ltd
Salary: £45000.00 - £55000.00 per annum
Posted: 2 days ago
City, London
Lorien Resourcing
Salary: £85000 - £100000 per annum + benefits + bonus + car allowance
Posted: 4 days ago
City, London
Oscar
Salary: £80000 - £90000 per annum
Posted: 3 days ago
City, London
Salt
Salary: £28000.00 - £40000.00 per annum + OTE
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £25000 - £30000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £60,000-£75,000 depending on experience.
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 4 days ago
City, London
Lorien Resourcing
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: 4 days ago
City, London
Lorien Resourcing
Salary: £85000 - £100000 per annum + bonus + benefits + car allowance
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 per annum
Posted: 2 days ago
City, London
Lorien Resourcing
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50,000-£70,000
Posted: 4 days ago
City, London
SmarTech.co
Salary: From £80,000 to £90,000 per annum
Posted: 19 days ago