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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Big Data Analytics
London / City of London
Rank 223 260 301
Rank change year-on-year +37 +41  
Permanent jobs citing Big Data Analytics 3 13 14
As % of all permanent IT jobs advertised in the City of London 0.060% 0.18% 0.14%
As % of the Processes & Methodologies category 0.066% 0.20% 0.16%
Number of salaries quoted 3 13 12
Median salary £75,000 £80,000 £51,250
Median salary % change year-on-year -6.25% +56.09%  
UK excluding London median salary £60,000 £50,750 £60,000
% change year-on-year +18.22% -15.41%  

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 4529 6410 8998
As % of all permanent IT job vacancies advertised in the City of London 90.47% 90.32% 87.76%
Number of salaries quoted 4137 5709 7578
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 £41,500 £42,500 £37,500
10% offered a salary of more than £87,500 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 26 March 2017.

Salary histogram for Big Data Analytics in the City of London

Big Data Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 26 March 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 13 (100.00%) Big Data
1 13 (100.00%) Data Analytics
1 13 (100.00%) Analytics
2 10 (76.92%) Hadoop
3 7 (53.85%) ETL
3 7 (53.85%) Migration
4 6 (46.15%) SQL
4 6 (46.15%) Visualisation
4 6 (46.15%) Tableau
5 5 (38.46%) Hortonworks
5 5 (38.46%) Data Visualisation
5 5 (38.46%) Data Migration
5 5 (38.46%) Netezza
5 5 (38.46%) SQL Server Integration Services
5 5 (38.46%) JIRA
5 5 (38.46%) QlikView
5 5 (38.46%) Oracle
5 5 (38.46%) SQL Server
5 5 (38.46%) Sybase
5 5 (38.46%) DB2
5 5 (38.46%) Cognos
5 5 (38.46%) Data Warehouse
5 5 (38.46%) Information Management
5 5 (38.46%) HiveQL
5 5 (38.46%) Data Lake
6 4 (30.77%) Java
6 4 (30.77%) Spring
6 4 (30.77%) Multithreading
7 3 (23.08%) HBase
7 3 (23.08%) Greenplum

Big 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 3 (23.08%) Apache Spark
2 1 (7.69%) Apache Pig
Cloud Services
1 1 (7.69%) Amazon AWS
1 1 (7.69%) GitHub
1 1 (7.69%) Google Cloud Platform
1 1 (7.69%) Microsoft Azure
Communications & Networking
1 1 (7.69%) PPP
Database & Business Intelligence
1 13 (100.00%) Big Data
2 10 (76.92%) Hadoop
3 5 (38.46%) Data Lake
3 5 (38.46%) Data Warehouse
3 5 (38.46%) DB2
3 5 (38.46%) QlikView
3 5 (38.46%) SQL Server
3 5 (38.46%) SQL Server Integration Services
4 3 (23.08%) HBase
4 3 (23.08%) OLAP
4 3 (23.08%) OLAP Cube
4 3 (23.08%) Voldemort
5 2 (15.38%) NoSQL
6 1 (7.69%) Apache Hive
6 1 (7.69%) BigQuery
6 1 (7.69%) Data Mining
6 1 (7.69%) HDInsight
6 1 (7.69%) Power BI
Development Applications
1 5 (38.46%) JIRA
2 1 (7.69%) Git (software)
2 1 (7.69%) Jenkins
2 1 (7.69%) Maven
General
1 1 (7.69%) Finance
1 1 (7.69%) Music Industry
Job Titles
1 8 (61.54%) Big Data Developer
1 8 (61.54%) Developer
2 5 (38.46%) ETL Developer
2 5 (38.46%) Hadoop Developer
2 5 (38.46%) Senior Big Data Developer
2 5 (38.46%) Senior Developer
2 5 (38.46%) Senior ETL Developer
2 5 (38.46%) Senior Hadoop Developer
2 5 (38.46%) SSIS Developer
3 3 (23.08%) Java Developer
3 3 (23.08%) OLAP Developer
4 2 (15.38%) Architect
4 2 (15.38%) Big Data Architect
4 2 (15.38%) Big Data Engineer
4 2 (15.38%) Data Architect
4 2 (15.38%) Data Engineer
5 1 (7.69%) Analyst
5 1 (7.69%) Business Analyst
5 1 (7.69%) Project Analyst
5 1 (7.69%) Project Manager
Libraries, Frameworks & Software Standards
1 4 (30.77%) Spring
2 1 (7.69%) Apache CXF
2 1 (7.69%) D3.js
2 1 (7.69%) J2EE
2 1 (7.69%) REST
2 1 (7.69%) SOAP
2 1 (7.69%) Web Services
Miscellaneous
1 3 (23.08%) Fintech
2 2 (15.38%) Analytical Skills
Operating Systems
1 3 (23.08%) Linux
Processes & Methodologies
1 13 (100.00%) Analytics
1 13 (100.00%) Data Analytics
2 7 (53.85%) ETL
2 7 (53.85%) Migration
3 6 (46.15%) Visualisation
4 5 (38.46%) Data Migration
4 5 (38.46%) Data Visualisation
4 5 (38.46%) Information Management
5 4 (30.77%) Multithreading
6 3 (23.08%) Multithreaded Programming
7 2 (15.38%) Data Transformation
7 2 (15.38%) Machine Learning
7 2 (15.38%) Project Management
8 1 (7.69%) Business Intelligence
8 1 (7.69%) Continuous Integration
8 1 (7.69%) Data Analysis
8 1 (7.69%) E-Commerce
8 1 (7.69%) Mentoring
8 1 (7.69%) Predictive Analytics
8 1 (7.69%) Regression Analysis
Programming Languages
1 6 (46.15%) SQL
2 5 (38.46%) HiveQL
3 4 (30.77%) Java
4 2 (15.38%) Python
4 2 (15.38%) R
4 2 (15.38%) Scala
Qualifications
1 2 (15.38%) Security Cleared
2 1 (7.69%) Degree
Vendors
1 6 (46.15%) Tableau
2 5 (38.46%) Cognos
2 5 (38.46%) Hortonworks
2 5 (38.46%) Netezza
2 5 (38.46%) Oracle
2 5 (38.46%) Sybase
3 3 (23.08%) Greenplum
City, London
Software Personnel International Ltd
Salary: From £40,000 to £55,000 per annum
Posted: 2 days ago
City, London
Software Personnel International Ltd
Posted: 2 days ago
City of London
Computer Futures
Salary: competitive
Posted: 9 days ago