Period
to 11 December 2018

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Degree qualifications. Included is a benchmarking guide to the contractor rates offered over the 6 months to 11 December 2018 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.

Academic Degree
Tower Hamlets > Canary Wharf
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 51 17 17
Rank change year-on-year -34 0 +7
Contract jobs citing Degree 18 34 26
As % of all contract IT jobs advertised in Canary Wharf 4.83% 11.53% 8.39%
As % of the Qualifications category 60.00% 53.13% 60.47%
Number of daily rates quoted 10 32 14
Canary Wharf median daily rate £525 £463 £338
Median daily rate % change year-on-year +13.51% +37.04% -32.50%
10th Percentile £368 £264 £160
90th Percentile £573 £650 £650
Tower Hamlets median daily rate £525 £463 £338
% change year-on-year +13.51% +37.04% -35.71%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Degree is in the Academic Qualifications and Professional Certifications 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 academic qualifications or professional certifications.

All Academic and Professional Certifications
Canary Wharf
Contract vacancies requiring academic qualifications or professional certifications 30 64 43
As % of all contract IT jobs advertised in Canary Wharf 8.04% 21.69% 13.87%
Number of daily rates quoted 19 51 25
Canary Wharf median daily rate £525 £475 £425
Median daily rate % change year-on-year +10.53% +11.76% -12.82%
10th Percentile £354 £280 £160
90th Percentile £785 £650 £620
Tower Hamlets median daily rate £525 £488 £425
% change year-on-year +7.69% +14.71% -15.00%
Number of hourly rates quoted 0 1 0
Canary Wharf median hourly rate - £18.70 -
Tower Hamlets median hourly rate - £18.70 -

Degree
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Degree in Canary Wharf

Degree
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Degree in Canary Wharf

Degree
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Degree in Canary Wharf over the 6 months to 11 December 2018.

Contractor daily rate histogram for Degree in Canary Wharf

Degree
Contractor Hourly Rate Trend in Canary Wharf

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

Contractor hourly rate trend for Degree in Canary Wharf

For the 6 months to 11 December 2018, IT contractor jobs citing Degree 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 Degree.

1 13 (72.22%) Python
2 11 (61.11%) Machine Learning
3 10 (55.56%) Analytics
3 10 (55.56%) Amazon AWS
3 10 (55.56%) Finance
4 9 (50.00%) Hadoop
4 9 (50.00%) Deep Learning
4 9 (50.00%) Master's Degree
5 7 (38.89%) Analytical Skills
5 7 (38.89%) Performance Optimisation
5 7 (38.89%) Statistical Modelling
5 7 (38.89%) Data Analysis
6 6 (33.33%) Predictive Analytics
6 6 (33.33%) Computer Science
6 6 (33.33%) SQL
6 6 (33.33%) Big Data
6 6 (33.33%) Apache Hive
6 6 (33.33%) Amazon EMR
6 6 (33.33%) Hortonworks
6 6 (33.33%) Cloudera
6 6 (33.33%) PySpark
7 4 (22.22%) Computer Science Degree
7 4 (22.22%) Data Science
7 4 (22.22%) Algorithms
7 4 (22.22%) Linux
7 4 (22.22%) Microsoft
7 4 (22.22%) Mathematics
7 4 (22.22%) Agile Software Development
8 3 (16.67%) Statistics
8 3 (16.67%) Google

Degree
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 3 (16.67%) Apache Spark
1 3 (16.67%) Ethereum
1 3 (16.67%) Hyperledger
1 3 (16.67%) SAS
2 2 (11.11%) SharePoint
Applications
1 1 (5.56%) SPSS
1 1 (5.56%) Stata
Business Applications
1 1 (5.56%) Distributed Ledger
1 1 (5.56%) SAP Oil and Gas
Cloud Services
1 10 (55.56%) Amazon AWS
2 6 (33.33%) Amazon EMR
3 3 (16.67%) Microsoft Azure
4 2 (11.11%) Cloud Computing
Database & Business Intelligence
1 9 (50.00%) Hadoop
2 6 (33.33%) Apache Hive
2 6 (33.33%) Big Data
3 3 (16.67%) Blockchain
3 3 (16.67%) NoSQL
4 2 (11.11%) MongoDB
5 1 (5.56%) Amazon RDS
5 1 (5.56%) Cosmos DB
5 1 (5.56%) Data Lake
5 1 (5.56%) Data Mining
5 1 (5.56%) Data Warehouse
5 1 (5.56%) HBase
5 1 (5.56%) HDInsight
5 1 (5.56%) Power BI
5 1 (5.56%) Redis
5 1 (5.56%) SAP BW
5 1 (5.56%) SAP HANA
5 1 (5.56%) Spotfire
5 1 (5.56%) SQL Server
5 1 (5.56%) SQL Server Integration Services
Development Applications
1 2 (11.11%) Git (software)
General
1 10 (55.56%) Finance
2 1 (5.56%) Banking
2 1 (5.56%) Games
2 1 (5.56%) Retail
2 1 (5.56%) Social Science
Job Titles
1 7 (38.89%) Data Engineer
1 7 (38.89%) Python Engineer
2 6 (33.33%) Big Data Engineer
3 4 (22.22%) Developer
4 3 (16.67%) Blockchain Developer
4 3 (16.67%) Data Scientist
5 1 (5.56%) Accountant
5 1 (5.56%) Analyst
5 1 (5.56%) Computer Scientist
5 1 (5.56%) Computer Vision Scientist
5 1 (5.56%) Financial Accountant
5 1 (5.56%) Junior Data Scientist
5 1 (5.56%) Lead Project Manager
5 1 (5.56%) MATLAB Engineer
5 1 (5.56%) Pricing Manager
5 1 (5.56%) Project Leader
5 1 (5.56%) SAP Engineer
5 1 (5.56%) Senior Developer
5 1 (5.56%) Technical Operations Project Manager
5 1 (5.56%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 6 (33.33%) PySpark
2 3 (16.67%) Caffe
2 3 (16.67%) Keras
2 3 (16.67%) TensorFlow
3 2 (11.11%) Theano
4 1 (5.56%) Kafka
4 1 (5.56%) Node.js
4 1 (5.56%) OpenCV
4 1 (5.56%) React
4 1 (5.56%) RESTful
4 1 (5.56%) Smart Contracts
4 1 (5.56%) Vue.js
Miscellaneous
1 7 (38.89%) Analytical Skills
2 4 (22.22%) Algorithms
3 2 (11.11%) Bitcoin
4 1 (5.56%) Foreign Exchange (FX)
4 1 (5.56%) Management Information System
Operating Systems
1 4 (22.22%) Linux
2 1 (5.56%) Unix
Processes & Methodologies
1 11 (61.11%) Machine Learning
2 10 (55.56%) Analytics
3 9 (50.00%) Deep Learning
4 7 (38.89%) Data Analysis
4 7 (38.89%) Performance Optimisation
4 7 (38.89%) Statistical Modelling
5 6 (33.33%) Computer Science
5 6 (33.33%) Predictive Analytics
6 4 (22.22%) Agile Software Development
6 4 (22.22%) Data Science
6 4 (22.22%) Mathematics
7 3 (16.67%) Creative Problem-Solving
7 3 (16.67%) Decision-Making
7 3 (16.67%) ETL
7 3 (16.67%) Problem-Solving
7 3 (16.67%) Statistics
7 3 (16.67%) Use Case
8 2 (11.11%) Data Engineering
8 2 (11.11%) Operations Research
8 2 (11.11%) Project Management
Programming Languages
1 13 (72.22%) Python
2 6 (33.33%) SQL
3 3 (16.67%) C++
3 3 (16.67%) Java
3 3 (16.67%) MATLAB
3 3 (16.67%) R
4 2 (11.11%) C
4 2 (11.11%) Perl
4 2 (11.11%) Ruby
4 2 (11.11%) Scala
5 1 (5.56%) JavaScript
5 1 (5.56%) Solidity
Qualifications
1 9 (50.00%) Master's Degree
2 4 (22.22%) Computer Science Degree
3 3 (16.67%) PhD
4 2 (11.11%) Numerate Degree
5 1 (5.56%) ACCA
5 1 (5.56%) CFA
5 1 (5.56%) CIMA
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
1 1 (5.56%) GDPR
System Software
1 1 (5.56%) Apache Flume
Vendors
1 6 (33.33%) Cloudera
1 6 (33.33%) Hortonworks
2 4 (22.22%) Microsoft
3 3 (16.67%) Google
3 3 (16.67%) Oracle
4 1 (5.56%) Alteryx
4 1 (5.56%) Informatica
4 1 (5.56%) SAP
4 1 (5.56%) Tableau
4 1 (5.56%) Talend