Period
to 21 January 2019

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 21 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.

Analytics
Tower Hamlets > Canary Wharf
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 37 16 24
Rank change year-on-year -21 +8 +7
Contract jobs citing Analytics 36 35 16
As % of all contract IT jobs advertised in Canary Wharf 9.11% 11.71% 5.57%
As % of the Processes & Methodologies category 9.55% 12.59% 5.93%
Number of daily rates quoted 29 35 13
Canary Wharf median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% -5.00%
10th Percentile £467 £280 £371
90th Percentile £625 £625 £566
Tower Hamlets median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -5.00%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Analytics 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 377 278 270
As % of all contract IT jobs advertised in Canary Wharf 95.44% 92.98% 94.08%
Number of daily rates quoted 328 233 199
Canary Wharf median daily rate £550 £525 £450
Median daily rate % change year-on-year +4.76% +16.67% -10.00%
10th Percentile £404 £285 £313
90th Percentile £650 £650 £650
Tower Hamlets median daily rate £550 £525 £464
% change year-on-year +4.76% +13.21% -7.25%
Number of hourly rates quoted 2 3 2
Canary Wharf median hourly rate £81.25 £15.00 £48.75
Median hourly rate % change year-on-year +441.67% -69.23% -
10th Percentile £27.38 £15.00 £44.13
90th Percentile £142.13 £15.00 £52.38
Tower Hamlets median hourly rate £81.25 £15.00 £48.75
% change year-on-year +441.67% -69.23% -

Analytics
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Analytics in Canary Wharf

Analytics
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Analytics in Canary Wharf

Analytics
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Analytics in Canary Wharf over the 6 months to 21 January 2019.

Contractor daily rate histogram for Analytics in Canary Wharf

For the 6 months to 21 January 2019, IT contractor jobs citing Analytics 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 Analytics.

1 25 (69.44%) Big Data
2 21 (58.33%) Hadoop
3 20 (55.56%) Apache Hive
4 18 (50.00%) Amazon AWS
4 18 (50.00%) Python
5 17 (47.22%) Data Analysis
5 17 (47.22%) Machine Learning
6 16 (44.44%) Deep Learning
6 16 (44.44%) Analytical Skills
6 16 (44.44%) Degree
6 16 (44.44%) Predictive Analytics
6 16 (44.44%) Master's Degree
7 15 (41.67%) Performance Optimisation
7 15 (41.67%) PySpark
7 15 (41.67%) Amazon EMR
7 15 (41.67%) Statistical Modelling
7 15 (41.67%) Hortonworks
7 15 (41.67%) Cloudera
8 12 (33.33%) Agile Software Development
9 9 (25.00%) SQL
9 9 (25.00%) DevOps
10 8 (22.22%) JavaScript
11 7 (19.44%) Software Engineering
11 7 (19.44%) Continuous Integration
12 6 (16.67%) Google
12 6 (16.67%) TDD
12 6 (16.67%) Data Warehouse
12 6 (16.67%) Docker
12 6 (16.67%) Data Analytics
13 5 (13.89%) Node.js

Analytics
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 (13.89%) CMS
2 4 (11.11%) Apache Spark
3 3 (8.33%) Apache
3 3 (8.33%) Apache Pig
4 1 (2.78%) nginx
4 1 (2.78%) SAS
4 1 (2.78%) SharePoint
Applications
1 3 (8.33%) Microsoft Excel
2 2 (5.56%) Spreadsheet
Cloud Services
1 18 (50.00%) Amazon AWS
2 15 (41.67%) Amazon EMR
3 5 (13.89%) Google Cloud Platform
4 4 (11.11%) Microsoft Azure
Database & Business Intelligence
1 25 (69.44%) Big Data
2 21 (58.33%) Hadoop
3 20 (55.56%) Apache Hive
4 6 (16.67%) Data Warehouse
5 3 (8.33%) BigQuery
5 3 (8.33%) RDBMS
5 3 (8.33%) Relational Database
6 2 (5.56%) Amazon Aurora
6 2 (5.56%) Amazon RDS
6 2 (5.56%) SQL Server
6 2 (5.56%) Sqoop
7 1 (2.78%) Blockchain
7 1 (2.78%) MongoDB
7 1 (2.78%) NoSQL
7 1 (2.78%) Parquet
7 1 (2.78%) Redis
Development Applications
1 1 (2.78%) Git (software)
1 1 (2.78%) Jenkins
1 1 (2.78%) SonarQube
General
1 5 (13.89%) Finance
2 4 (11.11%) Banking
3 2 (5.56%) Back Office
3 2 (5.56%) Marketing
4 1 (2.78%) Front Office
Job Titles
1 15 (41.67%) Big Data Engineer
1 15 (41.67%) Data Engineer
1 15 (41.67%) Python Engineer
2 9 (25.00%) Developer
3 7 (19.44%) Architect
4 6 (16.67%) Full Stack Developer
5 5 (13.89%) Node.js Developer
6 3 (8.33%) Big Data Architect
6 3 (8.33%) Cloud Architect
6 3 (8.33%) Data Architect
6 3 (8.33%) Digital Analytics Architect
6 3 (8.33%) Digital Architect
6 3 (8.33%) Excel Developer
6 3 (8.33%) Platform Architect
6 3 (8.33%) Security Architect
6 3 (8.33%) Strategy Architect
7 2 (5.56%) Financial Services Project Manager
7 2 (5.56%) Platform Manager
7 2 (5.56%) Project Manager
8 1 (2.78%) Junior
Libraries, Frameworks & Software Standards
1 15 (41.67%) PySpark
2 5 (13.89%) Node.js
3 3 (8.33%) Apache Beam
4 2 (5.56%) Apache NiFi
4 2 (5.56%) REST
5 1 (2.78%) .NET
5 1 (2.78%) Caffe
5 1 (2.78%) Django
5 1 (2.78%) Elastic Stack
5 1 (2.78%) Flask
5 1 (2.78%) Kafka
5 1 (2.78%) Keras
5 1 (2.78%) NumPy
5 1 (2.78%) Pandas
5 1 (2.78%) React
5 1 (2.78%) RESTful
5 1 (2.78%) scikit-learn
5 1 (2.78%) TensorFlow
5 1 (2.78%) Theano
Miscellaneous
1 16 (44.44%) Analytical Skills
2 5 (13.89%) Fintech
3 2 (5.56%) User Experience
3 2 (5.56%) Wiki
4 1 (2.78%) Algorithms
4 1 (2.78%) Fixed Income
4 1 (2.78%) Foreign Exchange (FX)
Operating Systems
1 1 (2.78%) Linux
Processes & Methodologies
1 17 (47.22%) Data Analysis
1 17 (47.22%) Machine Learning
2 16 (44.44%) Deep Learning
2 16 (44.44%) Predictive Analytics
3 15 (41.67%) Performance Optimisation
3 15 (41.67%) Statistical Modelling
4 12 (33.33%) Agile Software Development
5 9 (25.00%) DevOps
6 7 (19.44%) Continuous Integration
6 7 (19.44%) Software Engineering
7 6 (16.67%) Data Analytics
7 6 (16.67%) TDD
8 5 (13.89%) ETL
9 3 (8.33%) Business Intelligence
9 3 (8.33%) Microservices
9 3 (8.33%) Problem-Solving
9 3 (8.33%) Security Architecture
10 2 (5.56%) Data Extraction
10 2 (5.56%) Data Science
10 2 (5.56%) Deployment Automation
Programming Languages
1 18 (50.00%) Python
2 9 (25.00%) SQL
3 8 (22.22%) JavaScript
4 2 (5.56%) MATLAB
4 2 (5.56%) R
4 2 (5.56%) T-SQL
4 2 (5.56%) VBA
5 1 (2.78%) C#
5 1 (2.78%) C++
5 1 (2.78%) PL/SQL
5 1 (2.78%) Scala
Qualifications
1 16 (44.44%) Degree
1 16 (44.44%) Master's Degree
2 2 (5.56%) SC Cleared
2 2 (5.56%) Security Cleared
3 1 (2.78%) PhD
System Software
1 6 (16.67%) Docker
2 2 (5.56%) HDFS
3 1 (2.78%) Virtual Machines
Systems Management
1 1 (2.78%) Kubernetes
Vendors
1 15 (41.67%) Cloudera
1 15 (41.67%) Hortonworks
2 6 (16.67%) Google
3 2 (5.56%) Alteryx
3 2 (5.56%) IBM
3 2 (5.56%) MuleSoft
3 2 (5.56%) Tableau
4 1 (2.78%) Microsoft
4 1 (2.78%) MicroStrategy
4 1 (2.78%) Oracle