Period
to 19 January 2018

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 6 months to 19 January 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
Central London > City of London
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 210 178 225
Rank change year-on-year -32 +47 +70
Permanent jobs citing Data Analytics 125 176 177
As % of all permanent IT jobs advertised in the City of London 1.19% 1.66% 1.23%
As % of the Processes & Methodologies category 1.31% 1.86% 1.38%
Number of salaries quoted 112 158 154
City of London median annual salary £61,250 £72,500 £55,000
Median salary % change year-on-year -15.52% +31.82% -12.00%
10th Percentile £41,325 £41,250 £37,500
90th Percentile £93,625 £115,000 £100,000
Central London median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +8.33% +2.13%

Data Analytics is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9,523 9,481 12,850
As % of all permanent IT jobs advertised in the City of London 90.83% 89.20% 89.62%
Number of salaries quoted 8,497 8,622 11,315
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £36,250 £35,000
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Data Analytics
Job Vacancy Trend in the City of London

Job postings citing Data Analytics as a percentage of all IT jobs advertised in the City of London.

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 6 months to 19 January 2018.

Salary histogram for Data Analytics in the City of London

Data Analytics
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the City of London region over the 6 months to 19 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London Bridge - 4 - -
Data Analytics
Central London

For the 6 months to 19 January 2018, 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.

1 125 (100.00%) Analytics
2 50 (40.00%) SQL
2 50 (40.00%) Finance
3 48 (38.40%) Business Intelligence
4 41 (32.80%) Big Data
5 35 (28.00%) Data Modelling
5 35 (28.00%) Visualisation
6 34 (27.20%) Agile Software Development
7 33 (26.40%) Python
8 32 (25.60%) Tableau
9 29 (23.20%) Data Analysis
10 28 (22.40%) Microsoft Azure
11 27 (21.60%) Analytical Skills
12 26 (20.80%) R
13 25 (20.00%) Amazon AWS
14 24 (19.20%) SQL Server
14 24 (19.20%) Machine Learning
15 23 (18.40%) Data Visualisation
15 23 (18.40%) Hadoop
15 23 (18.40%) Mathematics
16 22 (17.60%) ETL
17 21 (16.80%) Degree
17 21 (16.80%) Power BI
18 20 (16.00%) Computer Science
19 19 (15.20%) Microsoft
19 19 (15.20%) JavaScript
19 19 (15.20%) Big Data Analytics
20 18 (14.40%) C#
21 17 (13.60%) Data Warehouse
22 16 (12.80%) SAS

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 16 (12.80%) SAS
2 15 (12.00%) Apache Spark
3 4 (3.20%) Apache
4 2 (1.60%) Apache Geronimo
4 2 (1.60%) CMS
4 2 (1.60%) JBoss
4 2 (1.60%) Tomcat
4 2 (1.60%) WebLogic
4 2 (1.60%) WebSphere
4 2 (1.60%) WildFly
5 1 (0.80%) Elasticsearch
5 1 (0.80%) SharePoint
5 1 (0.80%) SharePoint 2013
Applications
1 16 (12.80%) Microsoft Excel
2 7 (5.60%) SPSS
3 2 (1.60%) Microsoft Office
3 2 (1.60%) Microsoft PowerPoint
4 1 (0.80%) Adobe Captivate
4 1 (0.80%) Adobe Illustrator
4 1 (0.80%) InfoPath
4 1 (0.80%) MS Visio
4 1 (0.80%) Photoshop
4 1 (0.80%) Spreadsheet
Business Applications
1 1 (0.80%) SAP BPC
Cloud Services
1 28 (22.40%) Microsoft Azure
2 25 (20.00%) Amazon AWS
3 8 (6.40%) Cortana Intelligence Suite
4 7 (5.60%) Azure Machine Learning
5 6 (4.80%) AWS Lambda
5 6 (4.80%) Azure Data Factory
5 6 (4.80%) Google Cloud Platform
5 6 (4.80%) IaaS
5 6 (4.80%) Serverless
6 4 (3.20%) OpenShift
7 2 (1.60%) Office 365
8 1 (0.80%) Amazon Kinesis
8 1 (0.80%) AWS CloudFormation
8 1 (0.80%) Cloud Computing
8 1 (0.80%) Google Analytics
8 1 (0.80%) Google Tag Manager
Communications & Networking
1 1 (0.80%) SAN
Database & Business Intelligence
1 41 (32.80%) Big Data
2 24 (19.20%) SQL Server
3 23 (18.40%) Hadoop
4 21 (16.80%) Power BI
5 17 (13.60%) Data Warehouse
6 13 (10.40%) SQL Server Reporting Services
7 11 (8.80%) BusinessObjects
7 11 (8.80%) Data Mining
7 11 (8.80%) SQL Server Integration Services
8 9 (7.20%) QlikView
9 8 (6.40%) Apache Hive
9 8 (6.40%) MongoDB
9 8 (6.40%) SQL Server Analysis Services
10 7 (5.60%) Data Lake
11 6 (4.80%) Amazon RDS
11 6 (4.80%) Amazon Redshift
11 6 (4.80%) Apache Cassandra
11 6 (4.80%) Azure SQL Database
11 6 (4.80%) SQL Server 2012
11 6 (4.80%) SQL Server 2016
Development Applications
1 7 (5.60%) Git (software)
2 6 (4.80%) Visual Studio
3 4 (3.20%) Mocha
4 3 (2.40%) JIRA
5 2 (1.60%) Maven
6 1 (0.80%) Jasmine
6 1 (0.80%) Vagrant
6 1 (0.80%) webpack
General
1 50 (40.00%) Finance
2 12 (9.60%) Banking
3 7 (5.60%) Retail
4 6 (4.80%) Back Office
5 5 (4.00%) Marketing
6 4 (3.20%) Law
6 4 (3.20%) Telecoms
7 3 (2.40%) Retail Banking
8 2 (1.60%) Advertising
8 2 (1.60%) Financial Institution
8 2 (1.60%) Front Office
8 2 (1.60%) Games
8 2 (1.60%) Investment Banking
Job Titles
1 25 (20.00%) Developer
2 16 (12.80%) Consultant
3 15 (12.00%) Analyst
4 13 (10.40%) Senior Manager
5 12 (9.60%) Analytics Manager
5 12 (9.60%) Data Analytics Manager
6 11 (8.80%) Data Manager
6 11 (8.80%) Data Scientist
7 9 (7.20%) Senior Analytics Manager
8 8 (6.40%) Architect
8 8 (6.40%) Business Intelligence Developer
8 8 (6.40%) Data Analyst
9 6 (4.80%) Analytics Consultant
9 6 (4.80%) Azure Developer
9 6 (4.80%) Big Data Manager
9 6 (4.80%) Business Intelligence Consultant
9 6 (4.80%) Data Consultant
9 6 (4.80%) SSIS Developer
9 6 (4.80%) SSRS Developer
9 6 (4.80%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 14 (11.20%) .NET
2 8 (6.40%) ASP.NET
2 8 (6.40%) React
3 6 (4.80%) AngularJS
3 6 (4.80%) Node.js
4 5 (4.00%) HTML
4 5 (4.00%) Kafka
5 4 (3.20%) CSS
5 4 (3.20%) D3.js
5 4 (3.20%) J2SE
5 4 (3.20%) Spring
5 4 (3.20%) WCF
5 4 (3.20%) XML
6 3 (2.40%) Natural Language Processing
6 3 (2.40%) RESTful
6 3 (2.40%) Web Services
7 2 (1.60%) Hibernate
7 2 (1.60%) NHibernate
7 2 (1.60%) REST
7 2 (1.60%) WPF
Miscellaneous
1 27 (21.60%) Analytical Skills
2 20 (16.00%) Computer Science
3 7 (5.60%) Fintech
4 6 (4.80%) Algorithms
4 6 (4.80%) Data Centre
5 5 (4.00%) Mobile App
6 4 (3.20%) Management Information System
6 4 (3.20%) Social Media
6 4 (3.20%) Social Network
6 4 (3.20%) User Experience
7 3 (2.40%) Analytical Mindset
8 2 (1.60%) Clustering
8 2 (1.60%) Enterprise Software
8 2 (1.60%) Greenfield Project
9 1 (0.80%) Cloud Native
9 1 (0.80%) Graphic Design
9 1 (0.80%) Learning Management System
9 1 (0.80%) Public Cloud
9 1 (0.80%) Reinsurance
9 1 (0.80%) SCORM
Operating Systems
1 7 (5.60%) Linux
2 2 (1.60%) Windows
3 1 (0.80%) Android
3 1 (0.80%) Apple iOS
3 1 (0.80%) CentOS
3 1 (0.80%) DC/OS
3 1 (0.80%) Ubuntu
Processes & Methodologies
1 125 (100.00%) Analytics
2 48 (38.40%) Business Intelligence
3 35 (28.00%) Data Modelling
3 35 (28.00%) Visualisation
4 34 (27.20%) Agile Software Development
5 29 (23.20%) Data Analysis
6 24 (19.20%) Machine Learning
7 23 (18.40%) Data Visualisation
7 23 (18.40%) Mathematics
8 22 (17.60%) ETL
9 19 (15.20%) Big Data Analytics
10 15 (12.00%) Data Management
10 15 (12.00%) Statistics
11 11 (8.80%) CRM
11 11 (8.80%) Scrum
11 11 (8.80%) Stakeholder Management
12 10 (8.00%) Data Cleansing
12 10 (8.00%) Data Governance
13 9 (7.20%) Business Analysis
14 8 (6.40%) Project Management
Programming Languages
1 50 (40.00%) SQL
2 33 (26.40%) Python
3 26 (20.80%) R
4 19 (15.20%) JavaScript
5 18 (14.40%) C#
6 14 (11.20%) Java
7 8 (6.40%) C++
8 6 (4.80%) T-SQL
8 6 (4.80%) U-SQL
9 5 (4.00%) Bash Shell
9 5 (4.00%) ES6
9 5 (4.00%) Perl
9 5 (4.00%) Scala
9 5 (4.00%) TypeScript
10 3 (2.40%) MATLAB
10 3 (2.40%) VBA
11 2 (1.60%) C
11 2 (1.60%) PHP
12 1 (0.80%) ES7
Qualifications
1 21 (16.80%) Degree
2 7 (5.60%) PhD
3 5 (4.00%) Security Cleared
4 2 (1.60%) Numerate Degree
4 2 (1.60%) SC Cleared
5 1 (0.80%) ACCA
5 1 (0.80%) AWS Certification
5 1 (0.80%) CIMA
5 1 (0.80%) Computer Science Degree
5 1 (0.80%) DV Cleared
5 1 (0.80%) Master's Degree
Quality Assurance & Compliance
1 12 (9.60%) Data Quality
2 5 (4.00%) GDPR
2 5 (4.00%) PMO
3 4 (3.20%) SLA
3 4 (3.20%) Solvency II
4 1 (0.80%) Dodd-Frank
4 1 (0.80%) EMIR
4 1 (0.80%) FATCA
4 1 (0.80%) MiFID
System Software
1 6 (4.80%) Docker
1 6 (4.80%) Virtual Machines
2 3 (2.40%) HDFS
3 2 (1.60%) Apache ZooKeeper
4 1 (0.80%) Hyper-V
4 1 (0.80%) LXC
4 1 (0.80%) VMware Infrastructure
Systems Management
1 2 (1.60%) Kubernetes
1 2 (1.60%) Opscode Chef
1 2 (1.60%) Puppet
1 2 (1.60%) Terraform
2 1 (0.80%) Ansible
2 1 (0.80%) Mesos
2 1 (0.80%) Packer
Vendors
1 32 (25.60%) Tableau
2 19 (15.20%) Microsoft
3 16 (12.80%) Google
4 9 (7.20%) IBM
5 8 (6.40%) Alteryx
6 7 (5.60%) Salesforce.com
7 4 (3.20%) MicroStrategy
8 3 (2.40%) Capita
9 2 (1.60%) Apple
9 2 (1.60%) Oracle
10 1 (0.80%) Ab Initio
10 1 (0.80%) Adobe
10 1 (0.80%) Citrix
10 1 (0.80%) Cognos
10 1 (0.80%) Guidewire
10 1 (0.80%) Informatica
10 1 (0.80%) Netezza
10 1 (0.80%) SAP
10 1 (0.80%) Teradata
10 1 (0.80%) VMware