The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Data Analytics
London / City of London
Rank 172 181 227
Rank change year-on-year
+9 +46
Permanent jobs citing Data Analytics 61 79 89
As % of all permanent IT jobs located in the City of London 1.21% 1.16% 0.87%
As % of the Processes & Methodologies category 1.35% 1.29% 1.00%
Number of salaries quoted 57 76 77
Median salary £70,000 £62,500 £55,000
Median salary % change year-on-year
+12.00% +13.63%
90% offered a salary of more than £42,500 £42,500 £40,000
10% offered a salary of more than £110,000 £95,000 £80,000
UK excluding London median salary £45,000 £51,230 £47,500
% change year-on-year
-12.15% +7.85%

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

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4507 6110 8895
As % of all permanent IT jobs located in the City of London 89.75% 89.63% 86.98%
Number of salaries quoted 4102 5425 7540
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £37,500
10% offered a salary of more than £87,500 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analytics
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend 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 across the City of London region.

Data Analytics Salary Trend in the City of London

Data Analytics
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Analytics across the City of London region over the 3 months to 28 February 2017.

Data Analytics Salary Histogram in the City of London

Data Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 28 February 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.

1 155 (100.00%) Analytics
2 41 (26.45%) Finance
2 41 (26.45%) Hadoop
3 40 (25.81%) Degree
4 34 (21.94%) Mathematics
5 33 (21.29%) Big Data
6 32 (20.65%) Tableau
6 32 (20.65%) SQL
7 30 (19.35%) Visualisation
8 28 (18.06%) Computer Science
8 28 (18.06%) PhD
8 28 (18.06%) Analytical Skills
9 26 (16.77%) SQL Server
10 25 (16.13%) Python
11 23 (14.84%) Agile Software Development
11 23 (14.84%) Mentoring
11 23 (14.84%) Data Visualisation
12 22 (14.19%) Business Intelligence
12 22 (14.19%) Enterprise Architecture
13 21 (13.55%) Data Warehouse
13 21 (13.55%) Front Office
13 21 (13.55%) Advertising
14 20 (12.90%) Information Security
14 20 (12.90%) Postgraduate
14 20 (12.90%) Machine Learning
15 18 (11.61%) ETL
15 18 (11.61%) Microsoft Azure
16 17 (10.97%) NoSQL
16 17 (10.97%) .NET
17 16 (10.32%) Oracle

Data Analytics
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 11 (7.10%) Apache Spark
2 3 (1.94%) Apache Solr
2 3 (1.94%) Elasticsearch
2 3 (1.94%) SAS
3 1 (0.65%) Apache Pig
3 1 (0.65%) Drupal
Applications
1 6 (3.87%) MS Excel
2 4 (2.58%) MS Project
2 4 (2.58%) MS Visio
3 2 (1.29%) MS PowerPoint
Business Applications
1 3 (1.94%) Salesforce.com CRM
2 2 (1.29%) Oracle HRMS
3 1 (0.65%) Dynamics AX
3 1 (0.65%) WebTrends
Cloud Services
1 18 (11.61%) Microsoft Azure
2 10 (6.45%) Amazon AWS
3 5 (3.23%) Data Lake Analytics
4 4 (2.58%) SaaS
5 2 (1.29%) Taleo
6 1 (0.65%) Adobe Analytics
6 1 (0.65%) Cloud Computing
6 1 (0.65%) GitHub
6 1 (0.65%) Google Analytics
6 1 (0.65%) Google Cloud Platform
6 1 (0.65%) Virtual Private Cloud
Communications & Networking
1 2 (1.29%) HTTP
2 1 (0.65%) PPP
Database & Business Intelligence
1 41 (26.45%) Hadoop
2 33 (21.29%) Big Data
3 26 (16.77%) SQL Server
4 21 (13.55%) Data Warehouse
5 17 (10.97%) NoSQL
6 14 (9.03%) SQL Server Integration Services
7 13 (8.39%) Apache Cassandra
7 13 (8.39%) SQL Server 2014
8 12 (7.74%) Data Mining
9 11 (7.10%) Data Lake
10 10 (6.45%) QlikView
11 9 (5.81%) SQL Server Reporting Services
12 8 (5.16%) SQL Server 2012
12 8 (5.16%) SQL Server 2016
13 7 (4.52%) Power BI
13 7 (4.52%) Relational Database
13 7 (4.52%) SQL Server Analysis Services
14 6 (3.87%) DB2
14 6 (3.87%) HDInsight
15 5 (3.23%) Azure SQL Database
Development Applications
1 7 (4.52%) Git (software)
2 6 (3.87%) JIRA
3 3 (1.94%) Jenkins
4 2 (1.29%) Subversion
4 2 (1.29%) TeamCity
4 2 (1.29%) Travis CI
5 1 (0.65%) ERwin
5 1 (0.65%) Maven
5 1 (0.65%) Selenium
General
1 41 (26.45%) Finance
2 21 (13.55%) Advertising
2 21 (13.55%) Front Office
3 11 (7.10%) Marketing
4 10 (6.45%) Retail
5 9 (5.81%) Publishing
6 7 (4.52%) Legal
7 6 (3.87%) Banking
7 6 (3.87%) Games
8 4 (2.58%) Investment Banking
9 1 (0.65%) Dutch Language
9 1 (0.65%) Music Industry
9 1 (0.65%) Spanish Language
Job Titles
1 32 (20.65%) Developer
2 31 (20.00%) Architect
3 30 (19.35%) Analyst
4 21 (13.55%) Enterprise Architect
5 19 (12.26%) Data Scientist
6 15 (9.68%) Data Analyst
7 14 (9.03%) Consultant
8 11 (7.10%) Digital Analyst
9 10 (6.45%) .NET Developer
9 10 (6.45%) Big Data Developer
9 10 (6.45%) Business Analyst
10 9 (5.81%) Data Architect
10 9 (5.81%) Digital Business Analyst
10 9 (5.81%) Hadoop Developer
10 9 (5.81%) Senior Developer
11 8 (5.16%) Lead .NET Developer
11 8 (5.16%) Lead Developer
11 8 (5.16%) Senior Data Scientist
12 7 (4.52%) .NET Team Leader
12 7 (4.52%) Data Consultant
Libraries, Frameworks & Software Standards
1 17 (10.97%) .NET
2 15 (9.68%) Web Services
3 11 (7.10%) D3.js
3 11 (7.10%) REST
4 10 (6.45%) JSON
5 8 (5.16%) Task Parallel Library
5 8 (5.16%) WCF
5 8 (5.16%) WPF
6 5 (3.23%) MDX
7 4 (2.58%) AngularJS
7 4 (2.58%) HTML
7 4 (2.58%) Spring
8 3 (1.94%) HTML5
8 3 (1.94%) Laravel
8 3 (1.94%) Natural Language Processing
8 3 (1.94%) RESTful
8 3 (1.94%) Symfony
9 2 (1.29%) .NET Framework
9 2 (1.29%) ASP.NET
9 2 (1.29%) ASP.NET MVC
Miscellaneous
1 28 (18.06%) Analytical Skills
1 28 (18.06%) Computer Science
2 16 (10.32%) Algorithms
2 16 (10.32%) Fintech
3 3 (1.94%) Data Structures
3 3 (1.94%) Social Gaming
3 3 (1.94%) User Experience
4 2 (1.29%) BBC
4 2 (1.29%) Credit Risk
4 2 (1.29%) Data Centre
4 2 (1.29%) Linux Command Line
4 2 (1.29%) Tandem
5 1 (0.65%) Derivative
5 1 (0.65%) Equities
5 1 (0.65%) Foreign Exchange (FX)
5 1 (0.65%) Hybrid Cloud
5 1 (0.65%) Public Cloud
Operating Systems
1 13 (8.39%) Linux
2 3 (1.94%) CentOS
3 2 (1.29%) Unix
4 1 (0.65%) Android
4 1 (0.65%) Apple iOS
4 1 (0.65%) Red Hat Enterprise Linux
4 1 (0.65%) Windows
Processes & Methodologies
1 155 (100.00%) Analytics
2 34 (21.94%) Mathematics
3 30 (19.35%) Visualisation
4 23 (14.84%) Agile Software Development
4 23 (14.84%) Data Visualisation
4 23 (14.84%) Mentoring
5 22 (14.19%) Business Intelligence
5 22 (14.19%) Enterprise Architecture
6 20 (12.90%) Information Security
6 20 (12.90%) Machine Learning
7 18 (11.61%) ETL
8 14 (9.03%) Big Data Analytics
9 13 (8.39%) Stakeholder Management
10 12 (7.74%) Migration
10 12 (7.74%) Multithreading
10 12 (7.74%) OO
10 12 (7.74%) Statistics
10 12 (7.74%) TDD
11 10 (6.45%) Data Migration
11 10 (6.45%) Product Management
Programming Languages
1 32 (20.65%) SQL
2 25 (16.13%) Python
3 15 (9.68%) C#
4 14 (9.03%) Java
5 8 (5.16%) R
5 8 (5.16%) VBA
6 7 (4.52%) Scala
7 6 (3.87%) HiveQL
7 6 (3.87%) T-SQL
8 5 (3.23%) Data Analysis Expressions (DAX)
9 4 (2.58%) C++
9 4 (2.58%) JavaScript
10 3 (1.94%) Erlang
10 3 (1.94%) Go
10 3 (1.94%) PHP
10 3 (1.94%) PL/SQL
10 3 (1.94%) Ruby
11 2 (1.29%) XPath
12 1 (0.65%) Cython
12 1 (0.65%) Perl
Qualifications
1 40 (25.81%) Degree
2 28 (18.06%) PhD
3 20 (12.90%) Postgraduate
4 9 (5.81%) ISEB
5 2 (1.29%) Security Cleared
6 1 (0.65%) CFA
6 1 (0.65%) CISA
6 1 (0.65%) PMI Certification
6 1 (0.65%) PMP
Quality Assurance & Compliance
1 8 (5.16%) Data Quality
2 2 (1.29%) QA
System Software
1 10 (6.45%) Docker
2 1 (0.65%) Virtual Servers
Systems Management
1 5 (3.23%) Opscode Chef
1 5 (3.23%) Puppet
2 3 (1.94%) Kubernetes
2 3 (1.94%) logstash
3 2 (1.29%) Ansible
4 1 (0.65%) Mesos
Vendors
1 32 (20.65%) Tableau
2 16 (10.32%) Oracle
3 10 (6.45%) Microsoft
4 7 (4.52%) Cognos
5 6 (3.87%) Hortonworks
5 6 (3.87%) Netezza
5 6 (3.87%) Sybase
6 5 (3.23%) Cloudera
6 5 (3.23%) Salesforce.com
7 4 (2.58%) Google
7 4 (2.58%) Red Hat
8 3 (1.94%) Greenplum
9 2 (1.29%) SAP
10 1 (0.65%) Ab Initio
10 1 (0.65%) Adobe
10 1 (0.65%) CA
10 1 (0.65%) Charles River
10 1 (0.65%) IBM
10 1 (0.65%) Informatica
10 1 (0.65%) Teradata
City, London
Oliver Bernard
Salary: £70000 - £80000 per annum + Excellent benefits
Posted: 5 hours ago
City, London
Client Server
Salary: £80k to £90k + bonus + benefits
Posted: Yesterday
City, London
Nicolson Bray Ltd
Salary: From £70,000 to £90,000 per annum £70k - £85k dependent on experience
Posted: 22 hours ago
City, London
TEKsystems
Salary: £60000 - £90000 per annum
Posted: 4 days ago
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: 5 days ago
City, London
TEKsystems
Salary: £70000 - £130000 per annum + Unique Benefit Scheme
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50,000-£75,000 depending on experience.
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £85,000
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50,000-£70,000
Posted: 4 days ago
City, London
Informatiq Consulting
Posted: 6 days ago