Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Analysis
Tower Hamlets > Canary Wharf
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 28 25 36
Rank change year-on-year -3 +11 -8
Contract jobs citing Data Analysis 17 14 13
As % of all contract IT jobs advertised in Canary Wharf 6.23% 4.43% 3.34%
As % of the Processes & Methodologies category 6.83% 4.78% 3.86%
Number of daily rates quoted 6 13 7
Canary Wharf median daily rate £400 £338 £425
Median daily rate % change year-on-year +18.52% -20.59% -2.86%
Tower Hamlets median daily rate £400 £338 £425
% change year-on-year +18.52% -20.59% -22.73%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Data Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Canary Wharf with a requirement for process or methodology skills.

All Process and Methodology Skills
Canary Wharf
Contract vacancies with a requirement for process or methodology skills 249 293 337
As % of all contract IT jobs advertised in Canary Wharf 91.21% 92.72% 86.63%
Number of daily rates quoted 189 214 236
Canary Wharf median daily rate £515 £450 £488
Median daily rate % change year-on-year +14.44% -7.69% +8.33%
10th Percentile £277 £311 £288
90th Percentile £650 £604 £600
Tower Hamlets median daily rate £515 £450 £500
% change year-on-year +14.44% -10.00% +11.11%
Number of hourly rates quoted 2 0 0
Canary Wharf median hourly rate £15.00 - -
Tower Hamlets median hourly rate £15.00 - -

Data Analysis
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Data Analysis in Canary Wharf

Data Analysis
Contractor Daily Rate Trend in Canary Wharf

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Analysis in Canary Wharf.

Contractor daily rate trend for Data Analysis in Canary Wharf

Data Analysis
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Data Analysis in Canary Wharf over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Analysis in Canary Wharf

Data Analysis
Contractor Hourly Rate Trend in Canary Wharf

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Analysis in Canary Wharf.

Contractor hourly rate trend for Data Analysis in Canary Wharf

For the 6 months to 18 November 2017, IT contractor jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Canary Wharf region with a requirement for Data Analysis.

1 15 (88.24%) Finance
2 13 (76.47%) Analytical Skills
3 11 (64.71%) R
3 11 (64.71%) Apache Pig
3 11 (64.71%) Python
4 10 (58.82%) SQL
4 10 (58.82%) Hadoop
4 10 (58.82%) Visualisation
4 10 (58.82%) Open Source
4 10 (58.82%) MongoDB
4 10 (58.82%) NoSQL
5 9 (52.94%) Riak
5 9 (52.94%) MapReduce
5 9 (52.94%) Big Data
5 9 (52.94%) Statistical Modelling
5 9 (52.94%) Kafka
5 9 (52.94%) MarkLogic
5 9 (52.94%) Apache Spark
5 9 (52.94%) Hadoop YARN
5 9 (52.94%) Impala
5 9 (52.94%) Apache Cassandra
5 9 (52.94%) Apache Hive
5 9 (52.94%) Bash Shell
5 9 (52.94%) Apache Solr
5 9 (52.94%) Lucene
5 9 (52.94%) Spring
5 9 (52.94%) Continuous Integration
5 9 (52.94%) Unix
5 9 (52.94%) Hibernate
5 9 (52.94%) Scrum

Data Analysis
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 11 (64.71%) Apache Pig
2 9 (52.94%) Apache Solr
2 9 (52.94%) Apache Spark
3 1 (5.88%) Confluence
Cloud Services
1 8 (47.06%) Amazon AWS
1 8 (47.06%) Amazon EC2
1 8 (47.06%) Microsoft Azure
2 4 (23.53%) Google Analytics
3 2 (11.76%) SaaS
Database & Business Intelligence
1 10 (58.82%) Hadoop
1 10 (58.82%) MongoDB
1 10 (58.82%) NoSQL
2 9 (52.94%) Apache Cassandra
2 9 (52.94%) Apache Hive
2 9 (52.94%) Big Data
2 9 (52.94%) Data Warehouse
2 9 (52.94%) Impala
2 9 (52.94%) MarkLogic
2 9 (52.94%) Riak
3 8 (47.06%) Blockchain
3 8 (47.06%) Data Mining
3 8 (47.06%) Relational Database
4 1 (5.88%) SQL Server
Development Applications
1 1 (5.88%) Git (software)
1 1 (5.88%) JIRA
1 1 (5.88%) TeamCity
General
1 15 (88.24%) Finance
2 8 (47.06%) Games
3 2 (11.76%) Banking
4 1 (5.88%) Investment Banking
4 1 (5.88%) Legal
Job Titles
1 10 (58.82%) Developer
2 9 (52.94%) Big Data Developer
3 7 (41.18%) Analyst
4 5 (29.41%) Business Analyst
5 4 (23.53%) Data Business Analyst
5 4 (23.53%) Digital Analyst
5 4 (23.53%) Digital Business Analyst
6 2 (11.76%) Data Analyst
6 2 (11.76%) SaaS Analyst
6 2 (11.76%) Security Analyst
7 1 (5.88%) .NET Developer
7 1 (5.88%) ASP.NET Developer
7 1 (5.88%) C# ASP.NET Developer
7 1 (5.88%) C# Developer
7 1 (5.88%) Full Stack Developer
7 1 (5.88%) Java Developer
7 1 (5.88%) Senior Analyst
7 1 (5.88%) Senior Business Analyst
7 1 (5.88%) Senior Developer
7 1 (5.88%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 9 (52.94%) Hibernate
1 9 (52.94%) JMS
1 9 (52.94%) Kafka
1 9 (52.94%) Lucene
1 9 (52.94%) Spring
2 8 (47.06%) Natural Language Processing
2 8 (47.06%) Play Framework
3 1 (5.88%) .NET
3 1 (5.88%) AngularJS
3 1 (5.88%) ASP.NET
3 1 (5.88%) ASP.NET Web API
Miscellaneous
1 13 (76.47%) Analytical Skills
2 8 (47.06%) Algorithms
2 8 (47.06%) Fintech
2 8 (47.06%) Replication
3 4 (23.53%) Mobile App
4 2 (11.76%) Security Operations Centre
4 2 (11.76%) Shadow IT
5 1 (5.88%) Derivative
5 1 (5.88%) OTC Derivatives
5 1 (5.88%) PMI
Operating Systems
1 9 (52.94%) Unix
2 8 (47.06%) CentOS
2 8 (47.06%) Linux
2 8 (47.06%) Red Hat Enterprise Linux
Processes & Methodologies
1 10 (58.82%) Open Source
1 10 (58.82%) Visualisation
2 9 (52.94%) Continuous Integration
2 9 (52.94%) MapReduce
2 9 (52.94%) Scrum
2 9 (52.94%) Statistical Modelling
3 8 (47.06%) Data Visualisation
3 8 (47.06%) Disruptive Innovation
3 8 (47.06%) ETL
3 8 (47.06%) Information Retrieval
3 8 (47.06%) Machine Learning
3 8 (47.06%) Mathematical Modelling
3 8 (47.06%) Mathematics
3 8 (47.06%) Software Engineering
4 6 (35.29%) Agile Software Development
4 6 (35.29%) Analytics
5 4 (23.53%) Business Analysis
5 4 (23.53%) Market Research
5 4 (23.53%) Mobile Application Development
6 2 (11.76%) Use Case
Programming Languages
1 11 (64.71%) Python
1 11 (64.71%) R
2 10 (58.82%) SQL
3 9 (52.94%) Bash Shell
3 9 (52.94%) C#
3 9 (52.94%) Java
3 9 (52.94%) Perl
4 8 (47.06%) JavaScript
4 8 (47.06%) Scala
5 1 (5.88%) TypeScript
Qualifications
1 1 (5.88%) IIBA
1 1 (5.88%) PMI Certification
Quality Assurance & Compliance
1 2 (11.76%) Data Quality
2 1 (5.88%) Dodd-Frank
2 1 (5.88%) EMIR
2 1 (5.88%) MiFID
System Software
1 1 (5.88%) Docker
Systems Management
1 9 (52.94%) Hadoop YARN
Vendors
1 6 (35.29%) Tableau
2 4 (23.53%) Google
3 2 (11.76%) ServiceNow
4 1 (5.88%) Microsoft