Period
to 18 January 2019

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 18 January 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 Warehousing
Tower Hamlets > Canary Wharf
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 57 39 26
Rank change year-on-year -18 -13 +13
Contract jobs citing Data Warehouse 13 8 15
As % of all contract IT jobs advertised in Canary Wharf 3.32% 2.65% 5.02%
As % of the Database & Business Intelligence category 7.10% 10.81% 20.27%
Number of daily rates quoted 6 3 9
Canary Wharf median daily rate £500 £550 £525
Median daily rate % change year-on-year -9.09% +4.76% +10.53%
10th Percentile £469 £415 £455
90th Percentile £511 £610 £588
Tower Hamlets median daily rate £500 £550 £525
% change year-on-year -9.09% +4.76% +10.53%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Data Warehouse is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Canary Wharf
Contract vacancies with a requirement for database or business intelligence skills 183 74 74
As % of all contract IT jobs advertised in Canary Wharf 46.80% 24.50% 24.75%
Number of daily rates quoted 164 55 55
Canary Wharf median daily rate £575 £575 £500
Median daily rate % change year-on-year - +15.00% -
10th Percentile £465 £394 £340
90th Percentile £650 £650 £633
Tower Hamlets median daily rate £575 £575 £506
% change year-on-year - +13.58% +1.25%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Data Warehouse
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Data Warehouse in Canary Wharf

Data Warehouse
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Data Warehouse in Canary Wharf

For the 6 months to 18 January 2019, IT contractor jobs citing Data Warehouse 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 Warehouse.

1 10 (76.92%) Finance
2 9 (69.23%) Business Intelligence
3 7 (53.85%) Hadoop
3 7 (53.85%) Apache Hive
3 7 (53.85%) Big Data
4 6 (46.15%) Data Analytics
4 6 (46.15%) Analytics
4 6 (46.15%) ETL
4 6 (46.15%) Data Analysis
5 5 (38.46%) Google
5 5 (38.46%) Continuous Integration
5 5 (38.46%) DevOps
5 5 (38.46%) Apache Spark
5 5 (38.46%) Google Cloud Platform
6 4 (30.77%) User Stories
6 4 (30.77%) Tableau
6 4 (30.77%) SDLC
6 4 (30.77%) Aderant
6 4 (30.77%) Problem-Solving
6 4 (30.77%) Business Analysis
6 4 (30.77%) Degree
6 4 (30.77%) Agile Software Development
6 4 (30.77%) Legal
6 4 (30.77%) Stakeholder Management
6 4 (30.77%) Microsoft
6 4 (30.77%) CRM
6 4 (30.77%) SQL
7 3 (23.08%) Apache
7 3 (23.08%) Banking
7 3 (23.08%) NoSQL

Data Warehouse
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 (38.46%) Apache Spark
2 3 (23.08%) Apache
2 3 (23.08%) Apache Pig
3 2 (15.38%) Apache Solr
3 2 (15.38%) Confluence
3 2 (15.38%) Elasticsearch
Applications
1 1 (7.69%) Microsoft Excel
Cloud Services
1 5 (38.46%) Google Cloud Platform
2 2 (15.38%) Amazon AWS
2 2 (15.38%) Amazon S3
3 1 (7.69%) Microsoft Azure
3 1 (7.69%) PaaS
Communications & Networking
1 2 (15.38%) Kerberos
1 2 (15.38%) SSL
1 2 (15.38%) VPN
Database & Business Intelligence
1 7 (53.85%) Apache Hive
1 7 (53.85%) Big Data
1 7 (53.85%) Hadoop
2 3 (23.08%) BigQuery
2 3 (23.08%) NoSQL
3 2 (15.38%) Amazon Redshift
3 2 (15.38%) Apache Cassandra
3 2 (15.38%) Data Lake
3 2 (15.38%) Data Mining
3 2 (15.38%) HBase
3 2 (15.38%) Parquet
3 2 (15.38%) Power BI
3 2 (15.38%) Relational Database
4 1 (7.69%) Azure SQL Data Warehouse
4 1 (7.69%) Azure SQL Database
4 1 (7.69%) MongoDB
Development Applications
1 2 (15.38%) FishEye
1 2 (15.38%) Git (software)
1 2 (15.38%) JIRA
General
1 10 (76.92%) Finance
2 4 (30.77%) Legal
3 3 (23.08%) Banking
4 2 (15.38%) Games
4 2 (15.38%) Marketing
Job Titles
1 4 (30.77%) Agile Business Analyst
1 4 (30.77%) Analyst
1 4 (30.77%) Business Analyst
1 4 (30.77%) Data Business Analyst
1 4 (30.77%) Developer
2 3 (23.08%) Architect
2 3 (23.08%) Cloud Architect
2 3 (23.08%) Platform Architect
3 2 (15.38%) Big Data Developer
3 2 (15.38%) Financial Services Project Manager
3 2 (15.38%) Platform Manager
3 2 (15.38%) Project Manager
4 1 (7.69%) Analytics Developer
4 1 (7.69%) Data Warehouse Developer
4 1 (7.69%) Excel Developer
4 1 (7.69%) Mobile Developer
4 1 (7.69%) React Developer
4 1 (7.69%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (23.08%) Apache Beam
2 2 (15.38%) Apache NiFi
2 2 (15.38%) HTML
2 2 (15.38%) HTML5
2 2 (15.38%) Kafka
2 2 (15.38%) Natural Language Processing
2 2 (15.38%) Play Framework
2 2 (15.38%) React
2 2 (15.38%) XML
3 1 (7.69%) Node.js
3 1 (7.69%) React Native
3 1 (7.69%) RESTful
Miscellaneous
1 3 (23.08%) Analytical Skills
2 2 (15.38%) Algorithms
2 2 (15.38%) Fintech
3 1 (7.69%) Foreign Exchange (FX)
3 1 (7.69%) User Experience
Operating Systems
1 2 (15.38%) Unix
2 1 (7.69%) Android
2 1 (7.69%) Apple iOS
Processes & Methodologies
1 9 (69.23%) Business Intelligence
2 6 (46.15%) Analytics
2 6 (46.15%) Data Analysis
2 6 (46.15%) Data Analytics
2 6 (46.15%) ETL
3 5 (38.46%) Continuous Integration
3 5 (38.46%) DevOps
4 4 (30.77%) Agile Software Development
4 4 (30.77%) Business Analysis
4 4 (30.77%) CRM
4 4 (30.77%) Problem-Solving
4 4 (30.77%) SDLC
4 4 (30.77%) Stakeholder Management
4 4 (30.77%) User Stories
5 2 (15.38%) Data Science
5 2 (15.38%) Disruptive Innovation
5 2 (15.38%) ETL Development
5 2 (15.38%) Exploratory Data Analysis
5 2 (15.38%) Mathematical Modelling
5 2 (15.38%) Performance Tuning
Programming Languages
1 4 (30.77%) SQL
2 3 (23.08%) R
3 2 (15.38%) Bash Shell
3 2 (15.38%) Java
3 2 (15.38%) JavaScript
3 2 (15.38%) Perl
3 2 (15.38%) Python
3 2 (15.38%) Scala
4 1 (7.69%) MATLAB
4 1 (7.69%) PL/SQL
4 1 (7.69%) T-SQL
Qualifications
1 4 (30.77%) Degree
System Software
1 2 (15.38%) HDFS
Systems Management
1 2 (15.38%) Ansible
1 2 (15.38%) Hadoop YARN
Vendors
1 5 (38.46%) Google
2 4 (30.77%) Aderant
2 4 (30.77%) Microsoft
2 4 (30.77%) Tableau
3 2 (15.38%) Alteryx
3 2 (15.38%) Atlassian
3 2 (15.38%) Hortonworks
3 2 (15.38%) IBM
4 1 (7.69%) MicroStrategy