Period
to 31 March 2020

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 31 March 2020 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
31 Mar 2020
Same period 2019 Same period 2018
Rank 26 32 34
Rank change year-on-year +6 +2 0
Contract jobs citing Data Analysis 7 35 9
As % of all contract jobs advertised in Canary Wharf 4.24% 8.93% 3.16%
As % of the Processes & Methodologies category 4.79% 9.38% 3.45%
Number of daily rates quoted 7 29 7
Median daily rate £498 £525 £400
Median daily rate % change year-on-year -5.24% +31.25% -29.20%
10th Percentile £427 £500 £324
90th Percentile £504 £538 £620
Tower Hamlets median daily rate £498 £525 £400
% change year-on-year -5.24% +31.25% -29.20%
Number of hourly rates quoted 0 0 0
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 146 373 261
As % of all contract IT jobs advertised in Canary Wharf 88.48% 95.15% 91.58%
Number of daily rates quoted 107 315 220
Median daily rate £525 £550 £547
Median daily rate % change year-on-year -4.55% +0.50% +4.24%
10th Percentile £363 £424 £348
90th Percentile £650 £650 £650
Tower Hamlets median daily rate £513 £550 £547
% change year-on-year -6.82% +0.55% +2.24%
Number of hourly rates quoted 2 2 6
Median hourly rate £35.00 £81.25 £15.00
Median hourly rate % change year-on-year -56.92% +441.67% -69.23%
Median hourly rate £35.00 £81.25 £15.00
% change year-on-year -56.92% +441.67% -69.23%

Data Analysis
Job Vacancy Trend in Canary Wharf

Job postings citing Data Analysis as a proportion 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

3-month moving average daily rate quoted in jobs citing Data Analysis in Canary Wharf.

Daily rate trend for Data Analysis in Canary Wharf

Data Analysis
Contractor Hourly Rate Trend in Canary Wharf

3-month moving average hourly rates quoted in jobs citing Data Analysis in Canary Wharf.

Hourly rate trend for Data Analysis in Canary Wharf

For the 6 months to 31 March 2020, IT contractor jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Canary Wharf region with a requirement for Data Analysis.

1 6 (85.71%) Visualisation
1 6 (85.71%) Data Science
2 5 (71.43%) Apache Airflow
2 5 (71.43%) CQL
2 5 (71.43%) MongoDB
2 5 (71.43%) Apache Cassandra
2 5 (71.43%) Bash Shell
2 5 (71.43%) R
2 5 (71.43%) Data Visualisation
2 5 (71.43%) Jupyter
2 5 (71.43%) Java
2 5 (71.43%) PL/SQL
2 5 (71.43%) SQL
2 5 (71.43%) T-SQL
2 5 (71.43%) Oracle
2 5 (71.43%) SQL Server
2 5 (71.43%) Sybase
2 5 (71.43%) Python
2 5 (71.43%) Finance
3 4 (57.14%) Validation
3 4 (57.14%) Agile Software Development
3 4 (57.14%) Banking
3 4 (57.14%) Benchmarking
3 4 (57.14%) Data Cleansing
3 4 (57.14%) Data Validation
3 4 (57.14%) Analytical Skills
3 4 (57.14%) Problem-Solving
4 3 (42.86%) Actionable Insight
4 3 (42.86%) Apache Spark
4 3 (42.86%) Grafana

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 5 (71.43%) Apache Airflow
1 5 (71.43%) Jupyter
2 3 (42.86%) Apache
2 3 (42.86%) Apache Spark
Applications
1 1 (14.29%) Microsoft PowerPoint
Cloud Services
1 3 (42.86%) AWS
2 1 (14.29%) Power Platform
Communications & Networking
1 3 (42.86%) DNS
1 3 (42.86%) HTTP
Database & Business Intelligence
1 5 (71.43%) Apache Cassandra
1 5 (71.43%) MongoDB
1 5 (71.43%) SQL Server
2 3 (42.86%) Big Data
2 3 (42.86%) Hadoop
2 3 (42.86%) Oracle Reports
3 1 (14.29%) Power BI
Development Applications
1 3 (42.86%) Bitbucket
1 3 (42.86%) Git (software)
General
1 5 (71.43%) Finance
2 4 (57.14%) Banking
Job Titles
1 3 (42.86%) Architect
1 3 (42.86%) Data Architect
2 1 (14.29%) Analyst
2 1 (14.29%) Business Analyst
2 1 (14.29%) Finance Business Analyst
2 1 (14.29%) Financial Analyst
2 1 (14.29%) Financial Business Analyst
2 1 (14.29%) Financial Services Business Analyst
2 1 (14.29%) PMO Lead
2 1 (14.29%) Service Analyst
Libraries, Frameworks & Software Standards
1 3 (42.86%) ggplot2
1 3 (42.86%) Matplotlib
1 3 (42.86%) RESTful
1 3 (42.86%) Seaborn
Miscellaneous
1 4 (57.14%) Analytical Skills
2 3 (42.86%) Management Information System
3 2 (28.57%) Algorithms
Operating Systems
1 2 (28.57%) Unix
Processes & Methodologies
1 6 (85.71%) Data Science
1 6 (85.71%) Visualisation
2 5 (71.43%) Data Visualisation
3 4 (57.14%) Agile Software Development
3 4 (57.14%) Benchmarking
3 4 (57.14%) Data Cleansing
3 4 (57.14%) Data Validation
3 4 (57.14%) Problem-Solving
3 4 (57.14%) Validation
4 3 (42.86%) Actionable Insight
4 3 (42.86%) Analytics
4 3 (42.86%) Data Architecture
4 3 (42.86%) Data Engineering
4 3 (42.86%) Data Strategy
4 3 (42.86%) Information Architecture
4 3 (42.86%) Kanban
4 3 (42.86%) Scrum
4 3 (42.86%) Translating Business Requirements
5 2 (28.57%) Deep Learning
5 2 (28.57%) Machine Learning
Programming Languages
1 5 (71.43%) Bash Shell
1 5 (71.43%) CQL
1 5 (71.43%) Java
1 5 (71.43%) PL/SQL
1 5 (71.43%) Python
1 5 (71.43%) R
1 5 (71.43%) SQL
1 5 (71.43%) T-SQL
Quality Assurance & Compliance
1 1 (14.29%) PMO
Systems Management
1 3 (42.86%) Grafana
Vendors
1 5 (71.43%) Oracle
1 5 (71.43%) Sybase
2 3 (42.86%) Birst
2 3 (42.86%) Tableau