Period
to 25 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Canary Wharf with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 25 June 2018 with a comparison to the same period in the previous 2 years.

Big Data
Tower Hamlets > Canary Wharf
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 38 54 -
Rank change year-on-year +16 - +41
Permanent jobs citing Big Data 7 4 0
As % of all permanent IT jobs advertised in Canary Wharf 3.06% 1.17% -
As % of the Database & Business Intelligence category 7.87% 4.26% -
Number of salaries quoted 5 3 0
Canary Wharf median annual salary £90,000 £57,500 -
Median salary % change year-on-year +56.52% - -
Tower Hamlets median annual salary £90,000 £57,500 -
% change year-on-year +56.52% - -

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Canary Wharf with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Canary Wharf
Permanent vacancies with a requirement for database or business intelligence skills 89 94 62
As % of all permanent IT jobs advertised in Canary Wharf 38.86% 27.49% 22.30%
Number of salaries quoted 74 69 60
Canary Wharf median annual salary £68,750 £70,000 £60,000
Median salary % change year-on-year -1.79% +16.67% -7.69%
10th Percentile £41,250 £40,500 £49,875
90th Percentile £100,000 £92,000 £105,750
Tower Hamlets median annual salary £68,750 £70,000 £60,000
% change year-on-year -1.79% +16.67% -

Big Data
Job Vacancy Trend in Canary Wharf

Job postings citing Big Data as a percentage of all IT jobs advertised in Canary Wharf.

Job vacancy trend for Big Data 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 in Canary Wharf.

Salary trend for Big Data in Canary Wharf

For the 6 months to 25 June 2018, IT jobs citing Big Data also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Canary Wharf region with a requirement for Big Data.

1 4 (57.14%) Computer Science
1 4 (57.14%) Degree
1 4 (57.14%) Mathematics
1 4 (57.14%) Analytical Skills
2 3 (42.86%) MongoDB
2 3 (42.86%) Apache Cassandra
2 3 (42.86%) NoSQL
2 3 (42.86%) Open Source
2 3 (42.86%) Continuous Integration
2 3 (42.86%) Oracle RAC
2 3 (42.86%) Banking
2 3 (42.86%) MySQL
2 3 (42.86%) Oracle
2 3 (42.86%) Middleware
3 2 (28.57%) TensorFlow
3 2 (28.57%) MATLAB
3 2 (28.57%) Risk Management
3 2 (28.57%) Stakeholder Management
3 2 (28.57%) Agile Software Development
3 2 (28.57%) OOP
3 2 (28.57%) OO
3 2 (28.57%) Python
3 2 (28.57%) Data Modelling
3 2 (28.57%) Data Mining
3 2 (28.57%) SAS
3 2 (28.57%) Cognizant
3 2 (28.57%) Foreign Exchange (FX)
3 2 (28.57%) Credit Derivative
3 2 (28.57%) Artificial Intelligence
3 2 (28.57%) Statistical Analysis

Big Data
Co-occurring 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 2 (28.57%) Apache Spark
1 2 (28.57%) SAS
Database & Business Intelligence
1 3 (42.86%) Apache Cassandra
1 3 (42.86%) MongoDB
1 3 (42.86%) MySQL
1 3 (42.86%) NoSQL
2 2 (28.57%) Data Mining
2 2 (28.57%) Hadoop
2 2 (28.57%) HBase
Development Applications
1 2 (28.57%) Git (software)
1 2 (28.57%) TeamCity
General
1 3 (42.86%) Banking
Job Titles
1 3 (42.86%) Big Data Engineer
1 3 (42.86%) Data Engineer
1 3 (42.86%) Platform Engineer
2 2 (28.57%) Developer
2 2 (28.57%) Java Developer
2 2 (28.57%) Java Scala Developer
2 2 (28.57%) Lead Developer
2 2 (28.57%) Lead Java Developer
2 2 (28.57%) Market Risk Developer
2 2 (28.57%) Market Risk Java Developer
2 2 (28.57%) Scala Developer
2 2 (28.57%) Senior Developer
2 2 (28.57%) Senior Java Developer
2 2 (28.57%) Senior Java Scala Developer
2 2 (28.57%) Senior Market Risk Java Developer
2 2 (28.57%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 3 (42.86%) Middleware
2 2 (28.57%) Akka
2 2 (28.57%) AngularJS
2 2 (28.57%) HTML
2 2 (28.57%) HTML5
2 2 (28.57%) Play Framework
2 2 (28.57%) TensorFlow
Miscellaneous
1 4 (57.14%) Analytical Skills
1 4 (57.14%) Computer Science
2 2 (28.57%) Algorithms
2 2 (28.57%) Credit Derivative
2 2 (28.57%) Derivative
2 2 (28.57%) Foreign Exchange (FX)
2 2 (28.57%) Market Risk
Processes & Methodologies
1 4 (57.14%) Mathematics
2 3 (42.86%) Continuous Integration
2 3 (42.86%) Open Source
3 2 (28.57%) Analytics
3 2 (28.57%) Collaborative Working
3 2 (28.57%) Data Modelling
3 2 (28.57%) Data Science
3 2 (28.57%) Decision-Making
3 2 (28.57%) Functional Programming
3 2 (28.57%) Machine Learning
3 2 (28.57%) Mentoring
3 2 (28.57%) OO
3 2 (28.57%) OOP
3 2 (28.57%) PnL Attribution
3 2 (28.57%) Predictive Modelling
3 2 (28.57%) Problem-Solving
3 2 (28.57%) Reinforcement Learning
3 2 (28.57%) Risk Management
3 2 (28.57%) Scenario Testing
3 2 (28.57%) Stakeholder Management
Programming Languages
1 2 (28.57%) C
1 2 (28.57%) C++
1 2 (28.57%) Java
1 2 (28.57%) MATLAB
1 2 (28.57%) Perl
1 2 (28.57%) Python
1 2 (28.57%) R
1 2 (28.57%) Scala
1 2 (28.57%) SQL
Qualifications
1 4 (57.14%) Degree
System Software
1 3 (42.86%) Oracle RAC
Vendors
1 3 (42.86%) Oracle
2 2 (28.57%) Cognizant