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

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Analytics
London / City of London
Rank 153 189 227
Rank change year-on-year
+36 +38
Permanent jobs citing Data Analytics 70 66 85
As % of all permanent IT jobs located in the City of London 1.41% 1.02% 0.83%
As % of the Processes & Methodologies category 1.61% 1.15% 0.97%
Number of salaries quoted 68 62 73
Median salary £72,500 £57,500 £65,000
Median salary % change year-on-year
+26.08% -11.53%
90% offered a salary of more than £44,250 £47,500 £40,200
10% offered a salary of more than £110,000 £99,500 £102,500
UK excluding London median salary £45,000 £51,459 £47,500
% change year-on-year
-12.55% +8.33%

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
4358 5723 8738
As % of all permanent IT jobs located in the City of London 87.76% 88.83% 85.57%
Number of salaries quoted 3948 5126 7555
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 £38,500
10% offered a salary of more than £90,000 £82,500 £86,000
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 21 January 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 21 January 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.

1 176 (100.00%) Analytics
2 52 (29.55%) Finance
3 46 (26.14%) Big Data
4 45 (25.57%) Degree
5 41 (23.30%) Hadoop
5 41 (23.30%) Tableau
6 39 (22.16%) SQL
7 36 (20.45%) Computer Science
8 34 (19.32%) Visualisation
8 34 (19.32%) Analytical Skills
9 32 (18.18%) PhD
9 32 (18.18%) Mathematics
10 28 (15.91%) SQL Server
10 28 (15.91%) Data Visualisation
11 26 (14.77%) Data Warehouse
11 26 (14.77%) Business Intelligence
11 26 (14.77%) Agile Software Development
12 23 (13.07%) Oracle
13 22 (12.50%) ETL
13 22 (12.50%) Front Office
13 22 (12.50%) Mentoring
14 21 (11.93%) Big Data Analytics
14 21 (11.93%) Machine Learning
14 21 (11.93%) Advertising
15 20 (11.36%) Information Security
15 20 (11.36%) Data Mining
15 20 (11.36%) Enterprise Architecture
16 19 (10.80%) Microsoft Azure
16 19 (10.80%) Postgraduate
16 19 (10.80%) Python

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 8 (4.55%) Apache Spark
1 8 (4.55%) SAS
2 3 (1.70%) Apache Solr
2 3 (1.70%) Elasticsearch
3 2 (1.14%) Apache
4 1 (0.57%) Apache Pig
4 1 (0.57%) Drupal
4 1 (0.57%) OpenStack
Applications
1 10 (5.68%) MS Excel
2 4 (2.27%) MS Project
2 4 (2.27%) MS Visio
3 2 (1.14%) Gephi
3 2 (1.14%) MS PowerPoint
Business Applications
1 4 (2.27%) Salesforce.com CRM
2 3 (1.70%) Oracle AML
3 2 (1.14%) Oracle HRMS
4 1 (0.57%) Dynamics AX
4 1 (0.57%) WebTrends
Cloud Services
1 19 (10.80%) Microsoft Azure
2 9 (5.11%) Amazon AWS
3 5 (2.84%) Data Lake Analytics
4 3 (1.70%) SaaS
5 2 (1.14%) Google Analytics
5 2 (1.14%) Taleo
6 1 (0.57%) Adobe Analytics
6 1 (0.57%) AdWords
6 1 (0.57%) Cloud Computing
6 1 (0.57%) GitHub
6 1 (0.57%) Google Cloud Platform
6 1 (0.57%) Virtual Private Cloud
Communications & Networking
1 2 (1.14%) HTTP
2 1 (0.57%) PPP
Database & Business Intelligence
1 46 (26.14%) Big Data
2 41 (23.30%) Hadoop
3 28 (15.91%) SQL Server
4 26 (14.77%) Data Warehouse
5 20 (11.36%) Data Mining
6 18 (10.23%) NoSQL
6 18 (10.23%) SQL Server Integration Services
7 16 (9.09%) QlikView
8 14 (7.95%) SQL Server 2014
9 12 (6.82%) Data Lake
10 10 (5.68%) SQL Server Reporting Services
11 9 (5.11%) Relational Database
11 9 (5.11%) SQL Server 2012
11 9 (5.11%) SQL Server 2016
11 9 (5.11%) SQL Server Analysis Services
12 8 (4.55%) Power BI
13 7 (3.98%) BusinessObjects
13 7 (3.98%) DB2
14 6 (3.41%) HDInsight
14 6 (3.41%) MongoDB
Development Applications
1 7 (3.98%) JIRA
2 6 (3.41%) Git (software)
3 4 (2.27%) Jenkins
4 2 (1.14%) ERwin
4 2 (1.14%) Subversion
4 2 (1.14%) TeamCity
4 2 (1.14%) Travis CI
5 1 (0.57%) Maven
5 1 (0.57%) Selenium
General
1 52 (29.55%) Finance
2 22 (12.50%) Front Office
3 21 (11.93%) Advertising
4 17 (9.66%) Marketing
5 11 (6.25%) Banking
6 10 (5.68%) Retail
7 9 (5.11%) Publishing
8 7 (3.98%) Games
9 6 (3.41%) Investment Banking
9 6 (3.41%) Legal
10 1 (0.57%) Dutch Language
10 1 (0.57%) Electronics
10 1 (0.57%) Law
10 1 (0.57%) Music Industry
10 1 (0.57%) Spanish Language
Job Titles
1 36 (20.45%) Analyst
2 34 (19.32%) Developer
3 31 (17.61%) Architect
4 21 (11.93%) Data Analyst
5 20 (11.36%) Data Scientist
6 19 (10.80%) Enterprise Architect
7 13 (7.39%) Consultant
8 12 (6.82%) Analytics Manager
9 11 (6.25%) .NET Developer
9 11 (6.25%) Big Data Developer
9 11 (6.25%) Data Analytics Manager
9 11 (6.25%) Data Architect
9 11 (6.25%) Digital Analyst
9 11 (6.25%) Machine Learning Scientist
9 11 (6.25%) Senior Developer
10 10 (5.68%) Business Analyst
11 9 (5.11%) Digital Business Analyst
11 9 (5.11%) Lead .NET Developer
11 9 (5.11%) Lead Developer
12 8 (4.55%) .NET Team Leader
Libraries, Frameworks & Software Standards
1 17 (9.66%) .NET
1 17 (9.66%) D3.js
2 16 (9.09%) Web Services
3 12 (6.82%) JSON
3 12 (6.82%) REST
4 9 (5.11%) Task Parallel Library
4 9 (5.11%) WCF
4 9 (5.11%) WPF
5 5 (2.84%) MDX
6 4 (2.27%) HTML
6 4 (2.27%) HTML5
6 4 (2.27%) LAMP
6 4 (2.27%) Spring
7 3 (1.70%) AngularJS
7 3 (1.70%) RESTful
8 2 (1.14%) .NET Framework
8 2 (1.14%) ASP.NET
8 2 (1.14%) ASP.NET Web API
8 2 (1.14%) CSS
8 2 (1.14%) Symfony
Miscellaneous
1 36 (20.45%) Computer Science
2 34 (19.32%) Analytical Skills
2 34 (19.32%) Visualisation
3 32 (18.18%) Mathematics
4 18 (10.23%) Algorithms
5 16 (9.09%) Fintech
5 16 (9.09%) Statistics
6 10 (5.68%) Physics
7 6 (3.41%) Data Centre
8 5 (2.84%) User Experience
9 4 (2.27%) Data Extraction
10 3 (1.70%) Data Structures
10 3 (1.70%) Economics
10 3 (1.70%) Social Gaming
11 2 (1.14%) BBC
11 2 (1.14%) Data Integration
11 2 (1.14%) Equities
11 2 (1.14%) Equity Derivative
11 2 (1.14%) Neural Network
12 1 (0.57%) Management Information System
Operating Systems
1 13 (7.39%) Linux
2 3 (1.70%) Android
2 3 (1.70%) Apple iOS
2 3 (1.70%) CentOS
3 1 (0.57%) Red Hat Enterprise Linux
3 1 (0.57%) Unix
3 1 (0.57%) Windows
Processes & Methodologies
1 176 (100.00%) Analytics
2 28 (15.91%) Data Visualisation
3 26 (14.77%) Agile Software Development
3 26 (14.77%) Business Intelligence
4 22 (12.50%) ETL
4 22 (12.50%) Mentoring
5 21 (11.93%) Big Data Analytics
5 21 (11.93%) Machine Learning
6 20 (11.36%) Enterprise Architecture
6 20 (11.36%) Information Security
7 17 (9.66%) Stakeholder Management
8 14 (7.95%) OO
8 14 (7.95%) Software Engineering
9 13 (7.39%) Migration
9 13 (7.39%) Multithreading
10 12 (6.82%) CRM
10 12 (6.82%) MapReduce
10 12 (6.82%) Product Management
10 12 (6.82%) TDD
11 11 (6.25%) Parallel Programming
Programming Languages
1 39 (22.16%) SQL
2 19 (10.80%) Python
3 16 (9.09%) C#
4 12 (6.82%) Java
5 11 (6.25%) R
6 10 (5.68%) VBA
7 7 (3.98%) HiveQL
8 6 (3.41%) JavaScript
8 6 (3.41%) T-SQL
9 5 (2.84%) Data Analysis Expressions (DAX)
10 4 (2.27%) PHP
10 4 (2.27%) Scala
11 3 (1.70%) PL/SQL
11 3 (1.70%) Ruby
12 2 (1.14%) Erlang
12 2 (1.14%) Go
12 2 (1.14%) XPath
13 1 (0.57%) CoffeeScript
13 1 (0.57%) Cython
13 1 (0.57%) Perl
Qualifications
1 45 (25.57%) Degree
2 32 (18.18%) PhD
3 19 (10.80%) Postgraduate
4 9 (5.11%) ISEB
5 3 (1.70%) Security Cleared
6 1 (0.57%) CFA
6 1 (0.57%) CISA
6 1 (0.57%) PMI Certification
6 1 (0.57%) PMP
Quality Assurance & Compliance
1 11 (6.25%) Data Quality
2 5 (2.84%) QA
System Software
1 12 (6.82%) Docker
2 1 (0.57%) Virtual Servers
Systems Management
1 5 (2.84%) Opscode Chef
1 5 (2.84%) Puppet
2 3 (1.70%) Ansible
2 3 (1.70%) Kubernetes
2 3 (1.70%) logstash
3 1 (0.57%) Ambari
3 1 (0.57%) Mesos
3 1 (0.57%) Salt
Vendors
1 41 (23.30%) Tableau
2 23 (13.07%) Oracle
3 12 (6.82%) Microsoft
4 10 (5.68%) Cognos
5 7 (3.98%) Hortonworks
5 7 (3.98%) Netezza
5 7 (3.98%) Sybase
6 5 (2.84%) Salesforce.com
7 4 (2.27%) Google
7 4 (2.27%) Red Hat
8 3 (1.70%) Greenplum
9 2 (1.14%) Ab Initio
9 2 (1.14%) CA
9 2 (1.14%) Cloudera
9 2 (1.14%) IBM
9 2 (1.14%) Informatica
9 2 (1.14%) MapR
9 2 (1.14%) SAP
9 2 (1.14%) Teradata
10 1 (0.57%) SaltStack
City, London
Charles Taylor plc
Salary: Market related
Posted: Yesterday
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 2 days ago
City, London
Oliver Bernard
Salary: £70000 - £80000 per annum + Excellent benefits
Posted: 5 days ago