Period
to 23 September 2018

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for SQLAlchemy skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited SQLAlchemy over the 6 months to 23 September 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.

SQLAlchemy
Tower Hamlets > Canary Wharf
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 53 - -
Rank change year-on-year - - -
Contract jobs citing SQLAlchemy 3 0 0
As % of all contract IT jobs advertised in Canary Wharf 0.88% - -
As % of the Libraries, Frameworks & Software Standards category 1.71% - -
Number of daily rates quoted 2 0 0
Canary Wharf median daily rate £725 - -
Tower Hamlets median daily rate £725 - -
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

SQLAlchemy is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Canary Wharf
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 175 113 76
As % of all contract IT jobs advertised in Canary Wharf 51.47% 43.13% 26.21%
Number of daily rates quoted 126 84 41
Canary Wharf median daily rate £525 £575 £450
Median daily rate % change year-on-year -8.70% +27.78% -10.00%
10th Percentile £378 £441 £313
90th Percentile £614 £650 £650
Tower Hamlets median daily rate £525 £575 £450
% change year-on-year -8.70% +27.78% -10.00%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

For the 6 months to 23 September 2018, IT contractor jobs citing SQLAlchemy 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 SQLAlchemy.

1 3 (100.00%) Python
1 3 (100.00%) Continuous Integration
2 2 (66.67%) Web Development
2 2 (66.67%) SciPy
2 2 (66.67%) NumPy
2 2 (66.67%) MongoDB
2 2 (66.67%) Machine Learning
2 2 (66.67%) D3.js
2 2 (66.67%) AngularJS
2 2 (66.67%) Elasticsearch
2 2 (66.67%) Pandas
2 2 (66.67%) React
2 2 (66.67%) scikit-learn
2 2 (66.67%) TDD
2 2 (66.67%) Banking
2 2 (66.67%) Front Office
2 2 (66.67%) Finance
2 2 (66.67%) Data Modelling
2 2 (66.67%) SDLC
2 2 (66.67%) Vue.js
2 2 (66.67%) Data Science
3 1 (33.33%) DHCP
3 1 (33.33%) DNS
3 1 (33.33%) Configuration Management
3 1 (33.33%) VMware
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Perl
3 1 (33.33%) Linux
3 1 (33.33%) VMware Infrastructure
3 1 (33.33%) Git (software)

SQLAlchemy
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 (66.67%) Elasticsearch
Cloud Services
1 1 (33.33%) IaaS
Communications & Networking
1 1 (33.33%) DHCP
1 1 (33.33%) DNS
Database & Business Intelligence
1 2 (66.67%) MongoDB
Development Applications
1 1 (33.33%) Git (software)
1 1 (33.33%) Jenkins
General
1 2 (66.67%) Banking
1 2 (66.67%) Finance
1 2 (66.67%) Front Office
Job Titles
1 3 (100.00%) Developer
1 3 (100.00%) Python Developer
2 2 (66.67%) Data Science Developer
2 2 (66.67%) Senior Developer
2 2 (66.67%) Senior Python Developer
3 1 (33.33%) DevOps Developer
Libraries, Frameworks & Software Standards
1 2 (66.67%) AngularJS
1 2 (66.67%) D3.js
1 2 (66.67%) NumPy
1 2 (66.67%) Pandas
1 2 (66.67%) React
1 2 (66.67%) scikit-learn
1 2 (66.67%) SciPy
1 2 (66.67%) Vue.js
Miscellaneous
1 1 (33.33%) Private Cloud
Operating Systems
1 1 (33.33%) Linux
Processes & Methodologies
1 3 (100.00%) Continuous Integration
2 2 (66.67%) Data Modelling
2 2 (66.67%) Data Science
2 2 (66.67%) Machine Learning
2 2 (66.67%) SDLC
2 2 (66.67%) TDD
2 2 (66.67%) Web Development
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Configuration Management
3 1 (33.33%) DevOps
3 1 (33.33%) Open Source
Programming Languages
1 3 (100.00%) Python
2 1 (33.33%) Perl
System Software
1 1 (33.33%) Docker
1 1 (33.33%) VMware Infrastructure
Systems Management
1 1 (33.33%) Ansible
1 1 (33.33%) Opscode Chef
1 1 (33.33%) Puppet
1 1 (33.33%) Salt
Vendors
1 1 (33.33%) SaltStack
1 1 (33.33%) VMware