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 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
London / City of London
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 225 252 308
Rank change year-on-year +27 +56  
Permanent jobs citing Big Data Analytics 12 7 10
As % of all permanent IT jobs advertised in the City of London 0.23% 0.11% 0.096%
As % of the Processes & Methodologies category 0.26% 0.12% 0.11%
Number of salaries quoted 12 7 9
Median salary £87,500 £100,000 £65,000
Median salary % change year-on-year -12.50% +53.84%  
UK excluding London median salary £55,000 £55,000 £39,300
% change year-on-year - +39.94%  

Big Data Analytics is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4638 5789 9270
As % of all permanent IT job vacancies advertised in the City of London 89.31% 90.75% 89.25%
Number of salaries quoted 4103 5287 7927
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Big Data Analytics
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Big Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 22 June 2017.

Salary histogram for Big Data Analytics in the City of London

For the 6 months to 22 June 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 11 (68.75%) Finance
3 9 (56.25%) Agile Software Development
4 8 (50.00%) JavaScript
4 8 (50.00%) Hadoop
5 7 (43.75%) AngularJS
5 7 (43.75%) BDD
5 7 (43.75%) SQL
5 7 (43.75%) TDD
5 7 (43.75%) React
5 7 (43.75%) ES6
6 6 (37.50%) Java
6 6 (37.50%) Python
7 5 (31.25%) R
7 5 (31.25%) Machine Learning
8 4 (25.00%) Microsoft Azure
8 4 (25.00%) Degree
8 4 (25.00%) Business Intelligence
8 4 (25.00%) Front End Development
8 4 (25.00%) Hortonworks
8 4 (25.00%) Analytical Skills
9 3 (18.75%) Apache Spark
9 3 (18.75%) Amazon Redshift
9 3 (18.75%) HDFS
9 3 (18.75%) Deep Learning
9 3 (18.75%) SAS
9 3 (18.75%) Apache Hive
9 3 (18.75%) Tableau

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 3 (18.75%) Apache Spark
1 3 (18.75%) SAS
Applications
1 1 (6.25%) SPSS
Cloud Services
1 4 (25.00%) Microsoft Azure
Database & Business Intelligence
1 16 (100.00%) Big Data
2 8 (50.00%) Hadoop
3 3 (18.75%) Amazon Redshift
3 3 (18.75%) Apache Hive
4 2 (12.50%) HBase
4 2 (12.50%) OLAP
4 2 (12.50%) OLAP Cube
4 2 (12.50%) SQL Server
4 2 (12.50%) Voldemort
5 1 (6.25%) Data Lake
5 1 (6.25%) Data Mining
5 1 (6.25%) Data Warehouse
5 1 (6.25%) DB2
5 1 (6.25%) QlikView
5 1 (6.25%) Relational Database
5 1 (6.25%) SAS EBI
5 1 (6.25%) SQL Server Integration Services
Development Applications
1 1 (6.25%) JIRA
General
1 11 (68.75%) Finance
2 1 (6.25%) Retail
Job Titles
1 10 (62.50%) Developer
2 7 (43.75%) Big Data Developer
2 7 (43.75%) Front End Developer (Client-Side Developer)
3 5 (31.25%) Data Scientist
4 4 (25.00%) Angular Developer
5 3 (18.75%) JavaScript Developer
6 2 (12.50%) Java Developer
6 2 (12.50%) OLAP Developer
7 1 (6.25%) Analyst
7 1 (6.25%) Business Analyst
7 1 (6.25%) Business Manager
7 1 (6.25%) Business Project Manager
7 1 (6.25%) ETL Developer
7 1 (6.25%) Hadoop Developer
7 1 (6.25%) Project Analyst
7 1 (6.25%) Project Manager
7 1 (6.25%) Senior Big Data Developer
7 1 (6.25%) Senior Developer
7 1 (6.25%) Senior Hadoop Developer
7 1 (6.25%) SSIS Developer
Libraries, Frameworks & Software Standards
1 7 (43.75%) AngularJS
1 7 (43.75%) React
2 2 (12.50%) Spring
Miscellaneous
1 4 (25.00%) Analytical Skills
2 2 (12.50%) Computer Science
2 2 (12.50%) Fintech
3 1 (6.25%) Algorithms
Operating Systems
1 2 (12.50%) Linux
Processes & Methodologies
1 16 (100.00%) Analytics
1 16 (100.00%) Data Analytics
2 9 (56.25%) Agile Software Development
3 7 (43.75%) BDD
3 7 (43.75%) TDD
4 5 (31.25%) Machine Learning
5 4 (25.00%) Business Intelligence
5 4 (25.00%) Front End Development
6 3 (18.75%) Deep Learning
7 2 (12.50%) Data Visualisation
7 2 (12.50%) MapReduce
7 2 (12.50%) Mathematics
7 2 (12.50%) Multithreaded Programming
7 2 (12.50%) Multithreading
7 2 (12.50%) Qualitative Research
7 2 (12.50%) Quantitative Research
7 2 (12.50%) Statistical Modelling
7 2 (12.50%) Statistics
7 2 (12.50%) Visualisation
8 1 (6.25%) Operations Research
Programming Languages
1 8 (50.00%) JavaScript
2 7 (43.75%) ES6
2 7 (43.75%) SQL
3 6 (37.50%) Java
3 6 (37.50%) Python
4 5 (31.25%) R
5 1 (6.25%) C
5 1 (6.25%) C#
5 1 (6.25%) C++
5 1 (6.25%) HiveQL
5 1 (6.25%) MATLAB
Qualifications
1 4 (25.00%) Degree
2 2 (12.50%) Computer Science Degree
3 1 (6.25%) DV Cleared
3 1 (6.25%) Master's Degree
3 1 (6.25%) SC Cleared
3 1 (6.25%) Security Cleared
System Software
1 3 (18.75%) HDFS
Vendors
1 4 (25.00%) Hortonworks
2 3 (18.75%) Tableau
2 3 (18.75%) Vertica
3 2 (12.50%) Greenplum
4 1 (6.25%) Cognos
4 1 (6.25%) MicroStrategy
4 1 (6.25%) Netezza
4 1 (6.25%) Oracle
4 1 (6.25%) Sybase
City, London
Robert Half
Salary: £30000 - £50000 per annum
Posted: 2 days ago
City, London
Client Server
Salary: £85k to £100k + benefits
Posted: 3 days ago
City, London
Software Personnel International Ltd
Salary: From £45,000 to £60,000 per annum Excellent Benefits
Posted: 3 days ago
City of London
Energon Global
Salary: £70000.00 - £80000.00 per annum + benefits + bonus
Posted: 24 days ago