Period
to 16 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
Central London > City of London
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 212 174 220
Rank change year-on-year -38 +46 +86
Permanent jobs citing Data Analytics 121 178 178
As % of all permanent IT jobs advertised in the City of London 1.17% 1.67% 1.25%
As % of the Processes & Methodologies category 1.29% 1.87% 1.39%
Number of salaries quoted 108 159 156
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 £41,775 £41,250 £37,500
90th Percentile £93,750 £115,000 £100,000
Central London median annual salary £60,000 £65,000 £61,250
% change year-on-year -7.69% +6.12% +6.52%

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 9,398 9,510 12,788
As % of all permanent IT jobs advertised in the City of London 90.75% 89.25% 89.58%
Number of salaries quoted 8,392 8,656 11,244
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 £36,000 £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 16 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 16 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 16 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.

1 121 (100.00%) Analytics
2 49 (40.50%) SQL
2 49 (40.50%) Finance
3 46 (38.02%) Business Intelligence
4 40 (33.06%) Big Data
5 36 (29.75%) Visualisation
6 34 (28.10%) Data Modelling
6 34 (28.10%) Agile Software Development
7 33 (27.27%) Python
8 32 (26.45%) Tableau
9 27 (22.31%) Analytical Skills
9 27 (22.31%) Microsoft Azure
9 27 (22.31%) Data Analysis
10 25 (20.66%) R
11 24 (19.83%) Amazon AWS
11 24 (19.83%) SQL Server
11 24 (19.83%) Machine Learning
12 23 (19.01%) Data Visualisation
12 23 (19.01%) ETL
12 23 (19.01%) Mathematics
12 23 (19.01%) Hadoop
13 22 (18.18%) Degree
14 21 (17.36%) Computer Science
15 20 (16.53%) Power BI
16 19 (15.70%) Microsoft
17 18 (14.88%) JavaScript
17 18 (14.88%) C#
17 18 (14.88%) Big Data Analytics
18 16 (13.22%) Microsoft Excel
18 16 (13.22%) 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 15 (12.40%) Apache Spark
1 15 (12.40%) SAS
2 4 (3.31%) Apache
3 2 (1.65%) Apache Geronimo
3 2 (1.65%) CMS
3 2 (1.65%) JBoss
3 2 (1.65%) Tomcat
3 2 (1.65%) WebLogic
3 2 (1.65%) WebSphere
3 2 (1.65%) WildFly
4 1 (0.83%) Elasticsearch
4 1 (0.83%) SharePoint
4 1 (0.83%) SharePoint 2013
Applications
1 16 (13.22%) Microsoft Excel
2 7 (5.79%) SPSS
3 3 (2.48%) Microsoft Office
4 2 (1.65%) Microsoft PowerPoint
5 1 (0.83%) Adobe Captivate
5 1 (0.83%) Adobe Illustrator
5 1 (0.83%) InfoPath
5 1 (0.83%) MS Visio
5 1 (0.83%) Photoshop
5 1 (0.83%) Spreadsheet
Business Applications
1 1 (0.83%) SAP BPC
Cloud Services
1 27 (22.31%) Microsoft Azure
2 24 (19.83%) Amazon AWS
3 8 (6.61%) Cortana Intelligence Suite
4 7 (5.79%) Azure Machine Learning
5 6 (4.96%) AWS Lambda
5 6 (4.96%) Azure Data Factory
5 6 (4.96%) Google Cloud Platform
5 6 (4.96%) IaaS
5 6 (4.96%) Serverless
6 4 (3.31%) OpenShift
7 1 (0.83%) Amazon Kinesis
7 1 (0.83%) AWS CloudFormation
7 1 (0.83%) Google Analytics
7 1 (0.83%) Google Tag Manager
7 1 (0.83%) Office 365
Database & Business Intelligence
1 40 (33.06%) Big Data
2 24 (19.83%) SQL Server
3 23 (19.01%) Hadoop
4 20 (16.53%) Power BI
5 16 (13.22%) Data Warehouse
6 12 (9.92%) SQL Server Reporting Services
7 11 (9.09%) SQL Server Integration Services
8 10 (8.26%) Data Mining
9 9 (7.44%) BusinessObjects
10 8 (6.61%) Apache Hive
10 8 (6.61%) MongoDB
10 8 (6.61%) QlikView
10 8 (6.61%) SQL Server Analysis Services
11 7 (5.79%) Data Lake
12 6 (4.96%) Amazon RDS
12 6 (4.96%) Amazon Redshift
12 6 (4.96%) Apache Cassandra
12 6 (4.96%) Azure SQL Database
12 6 (4.96%) SQL Server 2012
12 6 (4.96%) SQL Server 2016
Development Applications
1 7 (5.79%) Git (software)
2 6 (4.96%) Visual Studio
3 4 (3.31%) Mocha
4 3 (2.48%) JIRA
5 2 (1.65%) Maven
6 1 (0.83%) Jasmine
6 1 (0.83%) Vagrant
6 1 (0.83%) webpack
General
1 49 (40.50%) Finance
2 11 (9.09%) Banking
3 7 (5.79%) Retail
4 6 (4.96%) Back Office
5 5 (4.13%) Marketing
6 4 (3.31%) Telecoms
7 3 (2.48%) Retail Banking
8 2 (1.65%) Advertising
8 2 (1.65%) Financial Institution
8 2 (1.65%) Front Office
8 2 (1.65%) Games
8 2 (1.65%) Investment Banking
8 2 (1.65%) Law
Job Titles
1 24 (19.83%) Developer
2 16 (13.22%) Consultant
3 14 (11.57%) Analyst
4 13 (10.74%) Senior Manager
5 12 (9.92%) Analytics Manager
5 12 (9.92%) Data Analytics Manager
6 11 (9.09%) Data Manager
6 11 (9.09%) Data Scientist
7 9 (7.44%) Senior Analytics Manager
8 8 (6.61%) Architect
8 8 (6.61%) Data Analyst
9 7 (5.79%) Business Intelligence Developer
10 6 (4.96%) Analytics Consultant
10 6 (4.96%) Azure Developer
10 6 (4.96%) Big Data Manager
10 6 (4.96%) Business Intelligence Consultant
10 6 (4.96%) Data Consultant
10 6 (4.96%) SSIS Developer
10 6 (4.96%) SSRS Developer
10 6 (4.96%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 14 (11.57%) .NET
2 8 (6.61%) ASP.NET
2 8 (6.61%) React
3 6 (4.96%) AngularJS
3 6 (4.96%) Node.js
4 5 (4.13%) Kafka
5 4 (3.31%) D3.js
5 4 (3.31%) HTML
5 4 (3.31%) J2SE
5 4 (3.31%) Spring
5 4 (3.31%) WCF
5 4 (3.31%) XML
6 3 (2.48%) CSS
6 3 (2.48%) Natural Language Processing
6 3 (2.48%) RESTful
6 3 (2.48%) Web Services
7 2 (1.65%) Entity Framework
7 2 (1.65%) NHibernate
7 2 (1.65%) REST
7 2 (1.65%) WPF
Miscellaneous
1 27 (22.31%) Analytical Skills
2 21 (17.36%) Computer Science
3 7 (5.79%) Fintech
4 6 (4.96%) Algorithms
5 5 (4.13%) Data Centre
5 5 (4.13%) Mobile App
6 4 (3.31%) Social Media
6 4 (3.31%) Social Network
6 4 (3.31%) User Experience
7 3 (2.48%) Analytical Mindset
7 3 (2.48%) Management Information System
8 2 (1.65%) Clustering
8 2 (1.65%) Enterprise Software
8 2 (1.65%) Greenfield Project
9 1 (0.83%) Cloud Native
9 1 (0.83%) Graphic Design
9 1 (0.83%) Learning Management System
9 1 (0.83%) Marketing Technology
9 1 (0.83%) Public Cloud
9 1 (0.83%) SCORM
Operating Systems
1 7 (5.79%) Linux
2 2 (1.65%) Windows
3 1 (0.83%) Android
3 1 (0.83%) Apple iOS
3 1 (0.83%) CentOS
3 1 (0.83%) DC/OS
3 1 (0.83%) Ubuntu
Processes & Methodologies
1 121 (100.00%) Analytics
2 46 (38.02%) Business Intelligence
3 36 (29.75%) Visualisation
4 34 (28.10%) Agile Software Development
4 34 (28.10%) Data Modelling
5 27 (22.31%) Data Analysis
6 24 (19.83%) Machine Learning
7 23 (19.01%) Data Visualisation
7 23 (19.01%) ETL
7 23 (19.01%) Mathematics
8 18 (14.88%) Big Data Analytics
9 16 (13.22%) Statistics
10 14 (11.57%) Data Management
11 11 (9.09%) CRM
11 11 (9.09%) Scrum
12 10 (8.26%) Data Cleansing
12 10 (8.26%) Data Governance
13 9 (7.44%) Business Analysis
13 9 (7.44%) Stakeholder Management
14 8 (6.61%) Neural Network
Programming Languages
1 49 (40.50%) SQL
2 33 (27.27%) Python
3 25 (20.66%) R
4 18 (14.88%) C#
4 18 (14.88%) JavaScript
5 14 (11.57%) Java
6 8 (6.61%) C++
7 6 (4.96%) T-SQL
7 6 (4.96%) U-SQL
8 5 (4.13%) Bash Shell
8 5 (4.13%) ES6
8 5 (4.13%) Perl
8 5 (4.13%) Scala
8 5 (4.13%) TypeScript
9 3 (2.48%) MATLAB
10 2 (1.65%) C
10 2 (1.65%) PHP
10 2 (1.65%) VBA
11 1 (0.83%) ES7
Qualifications
1 22 (18.18%) Degree
2 7 (5.79%) PhD
3 5 (4.13%) Security Cleared
4 2 (1.65%) Master's Degree
4 2 (1.65%) Numerate Degree
4 2 (1.65%) SC Cleared
5 1 (0.83%) ACCA
5 1 (0.83%) AWS Certification
5 1 (0.83%) CIMA
5 1 (0.83%) Computer Science Degree
5 1 (0.83%) DV Cleared
Quality Assurance & Compliance
1 12 (9.92%) Data Quality
2 5 (4.13%) GDPR
2 5 (4.13%) PMO
3 4 (3.31%) SLA
3 4 (3.31%) Solvency II
4 2 (1.65%) FATCA
5 1 (0.83%) Dodd-Frank
5 1 (0.83%) EMIR
5 1 (0.83%) MiFID
System Software
1 6 (4.96%) Docker
1 6 (4.96%) Virtual Machines
2 3 (2.48%) HDFS
3 2 (1.65%) Apache ZooKeeper
4 1 (0.83%) LXC
Systems Management
1 2 (1.65%) Kubernetes
1 2 (1.65%) Opscode Chef
1 2 (1.65%) Puppet
1 2 (1.65%) Terraform
2 1 (0.83%) Ansible
2 1 (0.83%) Mesos
2 1 (0.83%) Packer
Vendors
1 32 (26.45%) Tableau
2 19 (15.70%) Microsoft
3 16 (13.22%) Google
4 9 (7.44%) IBM
5 8 (6.61%) Alteryx
6 7 (5.79%) Salesforce.com
7 3 (2.48%) Capita
7 3 (2.48%) MicroStrategy
8 2 (1.65%) Apple
8 2 (1.65%) Oracle
9 1 (0.83%) Ab Initio
9 1 (0.83%) Adobe
9 1 (0.83%) Callidus
9 1 (0.83%) EXASOL
9 1 (0.83%) Guidewire
9 1 (0.83%) Informatica
9 1 (0.83%) Netezza
9 1 (0.83%) Nintex
9 1 (0.83%) SAP
9 1 (0.83%) Teradata