Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Big Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data Analytics over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
Central London > City of London
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 306 328 413
Rank change year-on-year +22 +85 +27
Permanent jobs citing Big Data Analytics 16 22 16
As % of all permanent IT jobs advertised in the City of London 0.16% 0.19% 0.093%
As % of the Processes & Methodologies category 0.18% 0.21% 0.10%
Number of salaries quoted 12 13 15
City of London median annual salary £77,500 £65,000 £60,000
Median salary % change year-on-year +19.23% +8.33% -7.69%
10th Percentile £36,250 £47,500 £45,750
90th Percentile £92,375 £82,500 £102,500
Central London median annual salary £77,500 £70,000 £75,000
% change year-on-year +10.71% -6.67% +25.00%

Big 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 9128 10396 15326
As % of all permanent IT jobs advertised in the City of London 90.10% 89.42% 89.14%
Number of salaries quoted 8240 9472 13280
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 £35,000 £33,750
90th Percentile £94,325 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Big Data Analytics
Job Vacancy Trend in the City of London

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

Job vacancy trend for Big Data Analytics in the City of London

Big 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 Big Data Analytics in the City of London.

Salary trend for Big Data Analytics in the City of London

Big Data Analytics
Salary Histogram in the City of London

The salary distribution of IT jobs citing Big Data Analytics in the City of London over the 6 months to 19 November 2017.

Salary histogram for Big Data Analytics in the City of London

Big 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 Big Data Analytics within the City of London region over the 6 months to 19 November 2017. 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 - -
Big Data Analytics
Central London

For the 6 months to 19 November 2017, IT jobs citing Big 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 Big Data Analytics.

1 16 (100.00%) Big Data
1 16 (100.00%) Data Analytics
1 16 (100.00%) Analytics
2 10 (62.50%) Agile Software Development
3 8 (50.00%) Finance
4 6 (37.50%) Java
4 6 (37.50%) CRM
4 6 (37.50%) Python
4 6 (37.50%) Hadoop
5 5 (31.25%) Microsoft Azure
5 5 (31.25%) Amazon AWS
5 5 (31.25%) Apache Spark
5 5 (31.25%) Linux
6 4 (25.00%) Apache
6 4 (25.00%) Perl
6 4 (25.00%) SQL
6 4 (25.00%) J2SE
6 4 (25.00%) Business Intelligence
6 4 (25.00%) SLA
6 4 (25.00%) Service Delivery
6 4 (25.00%) Telecoms
6 4 (25.00%) Spring
6 4 (25.00%) Marketing
6 4 (25.00%) Social Network
6 4 (25.00%) DevOps
6 4 (25.00%) Data Centre
6 4 (25.00%) Bash Shell
6 4 (25.00%) Network Management
6 4 (25.00%) High Availability
7 3 (18.75%) TDD

Big 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 5 (31.25%) Apache Spark
2 4 (25.00%) Apache
3 2 (12.50%) Apache Geronimo
3 2 (12.50%) CMS
3 2 (12.50%) JBoss
3 2 (12.50%) SAS
3 2 (12.50%) Tomcat
3 2 (12.50%) WebLogic
3 2 (12.50%) WebSphere
3 2 (12.50%) WildFly
Applications
1 1 (6.25%) SPSS
Cloud Services
1 5 (31.25%) Amazon AWS
1 5 (31.25%) Microsoft Azure
Database & Business Intelligence
1 16 (100.00%) Big Data
2 6 (37.50%) Hadoop
3 2 (12.50%) InterSystems Cache
3 2 (12.50%) OLAP
4 1 (6.25%) Amazon Redshift
4 1 (6.25%) Apache Hive
4 1 (6.25%) Data Mining
4 1 (6.25%) Relational Database
4 1 (6.25%) SAS EBI
Development Applications
1 2 (12.50%) JIRA
1 2 (12.50%) Maven
General
1 8 (50.00%) Finance
2 4 (25.00%) Marketing
2 4 (25.00%) Telecoms
3 2 (12.50%) Financial Institution
Job Titles
1 4 (25.00%) Sales Executive
1 4 (25.00%) Site Engineer
2 3 (18.75%) Big Data Engineer
2 3 (18.75%) DevOps Engineer
2 3 (18.75%) Senior DevOps
2 3 (18.75%) Senior DevOps Engineer
3 2 (12.50%) Architect
3 2 (12.50%) Consultant
3 2 (12.50%) Data Scientist
3 2 (12.50%) Developer
3 2 (12.50%) Java Architect
3 2 (12.50%) Java Solutions Architect
3 2 (12.50%) Lead Architect
3 2 (12.50%) Lead Security Architect
3 2 (12.50%) Marketing Executive
3 2 (12.50%) Sales Support Executive
3 2 (12.50%) Security Architect
3 2 (12.50%) Security Solutions Architect
4 1 (6.25%) Junior
4 1 (6.25%) Software Consultant
Libraries, Frameworks & Software Standards
1 4 (25.00%) J2SE
1 4 (25.00%) Spring
2 2 (12.50%) .NET
2 2 (12.50%) Hibernate
2 2 (12.50%) J2EE
2 2 (12.50%) MDX
3 1 (6.25%) AngularJS
3 1 (6.25%) React
Miscellaneous
1 4 (25.00%) Data Centre
1 4 (25.00%) Social Network
2 2 (12.50%) Enterprise Software
2 2 (12.50%) Fintech
2 2 (12.50%) Management Information System
2 2 (12.50%) Mobile App
3 1 (6.25%) Algorithms
3 1 (6.25%) Analytical Skills
3 1 (6.25%) Computer Science
Operating Systems
1 5 (31.25%) Linux
2 1 (6.25%) CentOS
2 1 (6.25%) Ubuntu
Processes & Methodologies
1 16 (100.00%) Analytics
1 16 (100.00%) Data Analytics
2 10 (62.50%) Agile Software Development
3 6 (37.50%) CRM
4 4 (25.00%) Business Intelligence
4 4 (25.00%) DevOps
4 4 (25.00%) High Availability
4 4 (25.00%) Network Management
4 4 (25.00%) Service Delivery
5 3 (18.75%) TDD
6 2 (12.50%) BPEL
6 2 (12.50%) Content Management
6 2 (12.50%) Data Management
6 2 (12.50%) Data Modelling
6 2 (12.50%) Machine Learning
6 2 (12.50%) Master Data Management
6 2 (12.50%) SOA
6 2 (12.50%) UML
6 2 (12.50%) Validation
6 2 (12.50%) Workflow
Programming Languages
1 6 (37.50%) Java
1 6 (37.50%) Python
2 4 (25.00%) Bash Shell
2 4 (25.00%) Perl
2 4 (25.00%) SQL
3 2 (12.50%) R
4 1 (6.25%) C
4 1 (6.25%) C++
4 1 (6.25%) ES6
4 1 (6.25%) JavaScript
4 1 (6.25%) MATLAB
Qualifications
1 2 (12.50%) Degree
2 1 (6.25%) Computer Science Degree
2 1 (6.25%) DV Cleared
2 1 (6.25%) Master's Degree
2 1 (6.25%) SC Cleared
2 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 4 (25.00%) SLA
System Software
1 1 (6.25%) HDFS
Systems Management
1 1 (6.25%) Ansible
1 1 (6.25%) Kubernetes
1 1 (6.25%) Terraform
Vendors
1 2 (12.50%) Salesforce.com
2 1 (6.25%) Hortonworks
2 1 (6.25%) MicroStrategy
2 1 (6.25%) Tableau
2 1 (6.25%) Vertica