The table below looks at the statistics for Big Data skills in IT jobs advertised for the Canary Wharf region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Big Data
London / Canary Wharf
Rank 33 22 -
Rank change year-on-year
-11 -
Permanent jobs citing Big Data 5 4 0
As % of all permanent IT jobs located in Canary Wharf 2.50% 3.17% -
As % of the Database & Business Intelligence category 8.47% 14.29% -
Number of salaries quoted 4 4 0
Median salary £63,750 £80,000 -
Median salary % change year-on-year
-20.31% -
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Canary Wharf region.

Database & Business Intelligence Category
Canary Wharf
Permanent IT job ads with a match in the
Database & Business Intelligence category
59 28 8
As % of all permanent IT jobs located in Canary Wharf 29.50% 22.22% 11.11%
Number of salaries quoted 46 26 8
Median salary £72,500 £67,500 £67,500
Median salary % change year-on-year
+7.40% -
90% offered a salary of more than £43,850 £42,500 £35,500
10% offered a salary of more than £115,000 £82,500 £80,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Big Data
Jobs Demand Trend in Canary Wharf

The demand trend of job ads across the Canary Wharf region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Canary Wharf

Big Data
Salary Trend in Canary Wharf

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the Canary Wharf region.

Big Data Salary Trend in Canary Wharf

Big Data
Salary Histogram in Canary Wharf

This chart provides a salary histogram for IT jobs citing Big Data across the Canary Wharf region over the 3 months to 20 January 2017.

Big Data Salary Histogram in Canary Wharf

Big Data
Top 30 Related IT Skills in Canary Wharf

For the 6 months to 20 January 2017, IT jobs citing Big Data 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 Canary Wharf region with a requirement for Big Data.

1 5 (71.43%) Agile Software Development
2 4 (57.14%) Java
2 4 (57.14%) Apache Spark
3 3 (42.86%) Oracle
3 3 (42.86%) Python
3 3 (42.86%) Hadoop
3 3 (42.86%) Amazon AWS
3 3 (42.86%) MongoDB
3 3 (42.86%) NoSQL
4 2 (28.57%) Data Visualisation
4 2 (28.57%) Node.js
4 2 (28.57%) Scala
4 2 (28.57%) Apache Hive
4 2 (28.57%) Visualisation
4 2 (28.57%) Microsoft Azure
4 2 (28.57%) Investment Banking
4 2 (28.57%) Redis
4 2 (28.57%) AngularJS
4 2 (28.57%) Analytics
4 2 (28.57%) Tomcat
4 2 (28.57%) SQL
4 2 (28.57%) Data Modelling
4 2 (28.57%) Banking
4 2 (28.57%) Microsoft
4 2 (28.57%) Web Development
4 2 (28.57%) Jetty
4 2 (28.57%) React
4 2 (28.57%) SDLC
5 1 (14.29%) ETL Development
5 1 (14.29%) API Design

Big Data
Top Related IT Skills in Canary Wharf 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 4 (57.14%) Apache Spark
2 2 (28.57%) Jetty
2 2 (28.57%) Tomcat
3 1 (14.29%) Apache Solr
Cloud Services
1 3 (42.86%) Amazon AWS
2 2 (28.57%) Microsoft Azure
3 1 (14.29%) Adobe Creative Cloud
3 1 (14.29%) Google Cloud Platform
Database & Business Intelligence
1 3 (42.86%) Hadoop
1 3 (42.86%) MongoDB
1 3 (42.86%) NoSQL
2 2 (28.57%) Apache Hive
2 2 (28.57%) Redis
3 1 (14.29%) Amazon Redshift
3 1 (14.29%) Apache Cassandra
3 1 (14.29%) BigQuery
3 1 (14.29%) BusinessObjects
3 1 (14.29%) Data Warehouse
3 1 (14.29%) HBase
3 1 (14.29%) Impala
3 1 (14.29%) MySQL
3 1 (14.29%) Oracle Database
3 1 (14.29%) Oracle Database 11g
3 1 (14.29%) Oracle Database 12c
3 1 (14.29%) Oracle ODI
3 1 (14.29%) PostgreSQL
3 1 (14.29%) QlikView
3 1 (14.29%) Relational Database
Development Applications
1 1 (14.29%) Axure RP
1 1 (14.29%) Toad
General
1 2 (28.57%) Banking
1 2 (28.57%) Investment Banking
2 1 (14.29%) Finance
2 1 (14.29%) Front Office
Job Titles
1 5 (71.43%) Developer
2 2 (28.57%) Java Developer
3 1 (14.29%) Analytics Developer
3 1 (14.29%) Big Data Developer
3 1 (14.29%) Big Data Engineer
3 1 (14.29%) C# Developer
3 1 (14.29%) C# Developer - Investment Banking
3 1 (14.29%) Data Engineer
3 1 (14.29%) Scala Developer
3 1 (14.29%) Senior Big Data Developer
3 1 (14.29%) Senior Developer
3 1 (14.29%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 2 (28.57%) AngularJS
1 2 (28.57%) Node.js
1 2 (28.57%) React
2 1 (14.29%) Apache Avro
2 1 (14.29%) Pandas
2 1 (14.29%) REST
2 1 (14.29%) scikit-learn
2 1 (14.29%) SciPy
Miscellaneous
1 2 (28.57%) Visualisation
2 1 (14.29%) Analytical Skills
2 1 (14.29%) Computer Science
2 1 (14.29%) Data Integration
2 1 (14.29%) Social Media
2 1 (14.29%) User Experience
Processes & Methodologies
1 5 (71.43%) Agile Software Development
2 2 (28.57%) Analytics
2 2 (28.57%) Data Modelling
2 2 (28.57%) Data Visualisation
2 2 (28.57%) SDLC
2 2 (28.57%) Web Development
3 1 (14.29%) Actionable Insight
3 1 (14.29%) API Design
3 1 (14.29%) Business Intelligence
3 1 (14.29%) Data Architecture
3 1 (14.29%) Data Engineering
3 1 (14.29%) Data Management
3 1 (14.29%) ETL
3 1 (14.29%) ETL Development
3 1 (14.29%) Low Latency
3 1 (14.29%) TDD
3 1 (14.29%) Unit Testing
3 1 (14.29%) Web Analytics
Programming Languages
1 4 (57.14%) Java
2 3 (42.86%) Python
3 2 (28.57%) Scala
3 2 (28.57%) SQL
4 1 (14.29%) C#
4 1 (14.29%) C++
4 1 (14.29%) Go
Qualifications
1 1 (14.29%) Degree
System Software
1 1 (14.29%) HDFS
Systems Management
1 1 (14.29%) Oozie
Vendors
1 3 (42.86%) Oracle
2 2 (28.57%) Microsoft
3 1 (14.29%) Adobe