Period
to 20 November 2019

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 20 November 2019 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 Modelling
Tower Hamlets > Canary Wharf
6 months to
20 Nov 2019
Same period 2018 Same period 2017
Rank 23 42 32
Rank change year-on-year +19 -10 -12
Contract jobs citing Data Modelling 15 13 14
As % of all contract IT jobs advertised in Canary Wharf 7.61% 4.04% 5.11%
As % of the Processes & Methodologies category 8.47% 4.26% 5.47%
Number of daily rates quoted 11 13 6
Canary Wharf median daily rate £548 £600 £538
Median daily rate % change year-on-year -8.75% +11.63% +4.88%
10th Percentile £378 £474 £481
90th Percentile £651 £740 £612
Tower Hamlets median daily rate £548 £600 £538
% change year-on-year -8.75% +11.63% +4.88%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Data Modelling 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 177 305 256
As % of all contract IT jobs advertised in Canary Wharf 89.85% 94.72% 93.43%
Number of daily rates quoted 142 226 196
Canary Wharf median daily rate £524 £525 £515
Median daily rate % change year-on-year -0.24% +1.94% +14.44%
10th Percentile £308 £368 £263
90th Percentile £607 £614 £650
Tower Hamlets median daily rate £523 £525 £515
% change year-on-year -0.48% +1.94% +14.44%
Number of hourly rates quoted 0 2 2
Canary Wharf median hourly rate - £93.44 £15.00
Median hourly rate % change year-on-year - +522.92% -
Tower Hamlets median hourly rate - £93.44 £15.00
% change year-on-year - +522.92% -

Data Modelling
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Data Modelling in Canary Wharf

Data Modelling
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Data Modelling in Canary Wharf

Data Modelling
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Data Modelling in Canary Wharf over the 6 months to 20 November 2019.

Contractor daily rate histogram for Data Modelling in Canary Wharf

For the 6 months to 20 November 2019, IT contractor jobs citing Data Modelling 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 Modelling.

1 8 (53.33%) Agile Software Development
2 6 (40.00%) Finance
3 5 (33.33%) Risk Management
3 5 (33.33%) .NET
3 5 (33.33%) Decision-Making
4 4 (26.67%) ETRM
4 4 (26.67%) Data Extraction
4 4 (26.67%) Analytics
4 4 (26.67%) OpenLink
4 4 (26.67%) Endur
4 4 (26.67%) Microsoft
4 4 (26.67%) Management Information System
4 4 (26.67%) Front Office
4 4 (26.67%) Data Management
4 4 (26.67%) Requirements Analysis
5 3 (20.00%) Banking
5 3 (20.00%) Data Security
5 3 (20.00%) ETL
5 3 (20.00%) R
5 3 (20.00%) Data Quality
5 3 (20.00%) Data Analysis
5 3 (20.00%) Logical Data Model
5 3 (20.00%) Data Architecture
6 2 (13.33%) Re-Platforming
6 2 (13.33%) Private Cloud
6 2 (13.33%) System Integration Testing
6 2 (13.33%) Problem-Solving
6 2 (13.33%) Virtual Team
6 2 (13.33%) Data Strategy
6 2 (13.33%) Artificial Intelligence

Data Modelling
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 1 (6.67%) Confluence
Applications
1 2 (13.33%) Microsoft Office
2 1 (6.67%) Microsoft Excel
2 1 (6.67%) S-PLUS
Business Applications
1 4 (26.67%) Endur
2 1 (6.67%) Distributed Ledger
Cloud Services
1 1 (6.67%) Amazon Neptune
1 1 (6.67%) AWS
1 1 (6.67%) AWS Lambda
1 1 (6.67%) Azure
1 1 (6.67%) Serverless
Database & Business Intelligence
1 1 (6.67%) Big Data
1 1 (6.67%) Data Lake
1 1 (6.67%) Data Warehouse
1 1 (6.67%) IBM InfoSphere
1 1 (6.67%) NoSQL
1 1 (6.67%) SQL Server
1 1 (6.67%) Text Mining
Development Applications
1 2 (13.33%) ERwin
2 1 (6.67%) Jasmine
2 1 (6.67%) JIRA
2 1 (6.67%) JIRA Agile
2 1 (6.67%) PowerBuilder
2 1 (6.67%) Toad
General
1 6 (40.00%) Finance
2 4 (26.67%) Front Office
3 3 (20.00%) Banking
4 1 (6.67%) General Ledger
Job Titles
1 7 (46.67%) Analyst
2 5 (33.33%) Architect
3 4 (26.67%) Solutions Architect
4 3 (20.00%) Business Analyst
5 2 (13.33%) Business IT Analyst
5 2 (13.33%) Data Analyst
5 2 (13.33%) IT Analyst
5 2 (13.33%) IT Business Analyst
5 2 (13.33%) Process Analyst
5 2 (13.33%) SQL Analyst
5 2 (13.33%) Systems Architect
6 1 (6.67%) Data Architect
6 1 (6.67%) Data Modeller
6 1 (6.67%) ETL Analyst
6 1 (6.67%) Financial Analyst
6 1 (6.67%) Information Analyst
6 1 (6.67%) Software Engineer
6 1 (6.67%) SQL Data Analyst
6 1 (6.67%) Technical Analyst
6 1 (6.67%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 5 (33.33%) .NET
2 1 (6.67%) JSON
2 1 (6.67%) JSON-LD
2 1 (6.67%) Kafka
2 1 (6.67%) Natural Language Processing
2 1 (6.67%) React
Miscellaneous
1 4 (26.67%) Management Information System
2 2 (13.33%) Private Cloud
2 2 (13.33%) Virtual Team
3 1 (6.67%) Analytical Skills
3 1 (6.67%) Derivative
Operating Systems
1 1 (6.67%) Unix
1 1 (6.67%) Windows
Processes & Methodologies
1 8 (53.33%) Agile Software Development
2 5 (33.33%) Decision-Making
2 5 (33.33%) Risk Management
3 4 (26.67%) Analytics
3 4 (26.67%) Data Extraction
3 4 (26.67%) Data Management
3 4 (26.67%) ETRM
3 4 (26.67%) Requirements Analysis
4 3 (20.00%) Data Analysis
4 3 (20.00%) Data Architecture
4 3 (20.00%) Data Security
4 3 (20.00%) ETL
4 3 (20.00%) Logical Data Model
5 2 (13.33%) Data Mapping
5 2 (13.33%) Data Migration
5 2 (13.33%) Data Reconciliation
5 2 (13.33%) Problem-Solving
5 2 (13.33%) Re-Platforming
5 2 (13.33%) User Acceptance Testing
5 2 (13.33%) User Stories
Programming Languages
1 3 (20.00%) R
2 2 (13.33%) Java
2 2 (13.33%) Python
2 2 (13.33%) SQL
3 1 (6.67%) C#
3 1 (6.67%) Gremlin
3 1 (6.67%) JavaScript
3 1 (6.67%) MATLAB
3 1 (6.67%) PL/SQL
3 1 (6.67%) SHACL
3 1 (6.67%) SPARQL
3 1 (6.67%) T-SQL
Qualifications
1 1 (6.67%) Degree
1 1 (6.67%) PhD
1 1 (6.67%) TOGAF Certification
Quality Assurance & Compliance
1 3 (20.00%) Data Quality
2 1 (6.67%) IFRS
2 1 (6.67%) IFRS 9
System Software
1 1 (6.67%) HDFS
Systems Management
1 1 (6.67%) Grafana
1 1 (6.67%) Kubernetes
Vendors
1 4 (26.67%) Microsoft
1 4 (26.67%) OpenLink
2 1 (6.67%) IBM
2 1 (6.67%) MicroStrategy
2 1 (6.67%) Splunk