Period
to 18 September 2018

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 18 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.

Analytics
Tower Hamlets > Canary Wharf
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 8 15 21
Rank change year-on-year +7 +6 +7
Contract jobs citing Analytics 67 32 18
As % of all contract IT jobs advertised in Canary Wharf 19.25% 12.40% 6.41%
As % of the Processes & Methodologies category 20.30% 13.56% 7.17%
Number of daily rates quoted 28 28 14
Canary Wharf median daily rate £550 £500 £389
Median daily rate % change year-on-year +10.00% +28.62% -25.24%
10th Percentile £443 £425 £319
90th Percentile £675 £625 £625
Tower Hamlets median daily rate £550 £500 £389
% change year-on-year +10.00% +28.62% -25.24%
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 330 236 251
As % of all contract IT jobs advertised in Canary Wharf 94.83% 91.47% 89.32%
Number of daily rates quoted 219 178 184
Canary Wharf median daily rate £500 £515 £425
Median daily rate % change year-on-year -2.91% +21.18% -15.00%
10th Percentile £363 £263 £313
90th Percentile £632 £650 £607
Tower Hamlets median daily rate £500 £515 £425
% change year-on-year -2.91% +21.18% -15.00%
Number of hourly rates quoted 4 1 0
Canary Wharf median hourly rate £15.75 £15.00 -
Median hourly rate % change year-on-year +5.00% - -
Tower Hamlets median hourly rate £25.75 £15.00 -
% change year-on-year +71.67% - -

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 18 September 2018.

Contractor daily rate histogram for Analytics in Canary Wharf

For the 6 months to 18 September 2018, 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 48 (71.64%) Finance
2 37 (55.22%) SQL
3 30 (44.78%) Python
4 28 (41.79%) Big Data
5 26 (38.81%) Apache Spark
6 25 (37.31%) Algorithms
6 25 (37.31%) Data Science
7 24 (35.82%) Hadoop
8 22 (32.84%) Agile Software Development
9 21 (31.34%) SQL Server
10 20 (29.85%) Visualisation
10 20 (29.85%) Deep Learning
11 19 (28.36%) Scala
11 19 (28.36%) Open Source
12 18 (26.87%) OpenCV
12 18 (26.87%) Relational Database
12 18 (26.87%) RDBMS
13 16 (23.88%) JavaScript
13 16 (23.88%) Convolutional Neural Network
13 16 (23.88%) NoSQL
13 16 (23.88%) Visual Studio Team System
13 16 (23.88%) Git (software)
14 15 (22.39%) SAP
14 15 (22.39%) SAP Oil and Gas
15 14 (20.90%) Amazon AWS
15 14 (20.90%) SAP HANA
15 14 (20.90%) Computer Vision
15 14 (20.90%) Unity (Game Engine)
15 14 (20.90%) HoloLens
16 13 (19.40%) Data Engineering

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 26 (38.81%) Apache Spark
2 6 (8.96%) SAS
3 5 (7.46%) SharePoint
4 4 (5.97%) CMS
5 2 (2.99%) Apache Solr
5 2 (2.99%) Elasticsearch
6 1 (1.49%) nginx
Applications
1 4 (5.97%) Chatbot
2 3 (4.48%) Microsoft Excel
3 2 (2.99%) Spreadsheet
4 1 (1.49%) Microsoft PowerPoint
Business Applications
1 15 (22.39%) SAP Oil and Gas
2 1 (1.49%) SAP S/4HANA
2 1 (1.49%) Summit
Cloud Services
1 14 (20.90%) Amazon AWS
2 11 (16.42%) Microsoft Azure
3 1 (1.49%) Dialogflow
3 1 (1.49%) Google Analytics
3 1 (1.49%) Google Tag Manager
Communications & Networking
1 1 (1.49%) Internet
Database & Business Intelligence
1 28 (41.79%) Big Data
2 24 (35.82%) Hadoop
3 21 (31.34%) SQL Server
4 18 (26.87%) RDBMS
4 18 (26.87%) Relational Database
5 16 (23.88%) NoSQL
6 14 (20.90%) SAP HANA
7 13 (19.40%) Power BI
7 13 (19.40%) Spotfire
8 10 (14.93%) SAP BW
9 9 (13.43%) Lumira
10 6 (8.96%) BusinessObjects
10 6 (8.96%) Redis
11 5 (7.46%) BusinessObjects Dashboards
11 5 (7.46%) Cosmos DB
11 5 (7.46%) Data Lake
11 5 (7.46%) HBase
11 5 (7.46%) HDInsight
11 5 (7.46%) MongoDB
12 4 (5.97%) Amazon RDS
Development Applications
1 16 (23.88%) Git (software)
1 16 (23.88%) Visual Studio Team System
2 5 (7.46%) Eclipse
3 1 (1.49%) Cucumber
3 1 (1.49%) Eclipse RCP
3 1 (1.49%) RStudio
General
1 48 (71.64%) Finance
2 2 (2.99%) Back Office
2 2 (2.99%) Retail
3 1 (1.49%) Banking
3 1 (1.49%) Billing
3 1 (1.49%) Front Office
Job Titles
1 14 (20.90%) Data Engineer
2 13 (19.40%) Big Data Engineer
3 11 (16.42%) Developer
4 7 (10.45%) Data Scientist
5 6 (8.96%) Consultant
6 5 (7.46%) Analytics Consultant
7 4 (5.97%) Architect
7 4 (5.97%) Business Change Manager
7 4 (5.97%) Business Manager
7 4 (5.97%) Change Manager
7 4 (5.97%) Full Stack Developer
7 4 (5.97%) Node.js Developer
8 3 (4.48%) Analyst
8 3 (4.48%) Big Data Consultant
8 3 (4.48%) Business Intelligence Architect
8 3 (4.48%) Capacity Analyst
8 3 (4.48%) Data Architect
8 3 (4.48%) Data Consultant
8 3 (4.48%) Excel Developer
9 2 (2.99%) C# Developer
Libraries, Frameworks & Software Standards
1 18 (26.87%) OpenCV
2 14 (20.90%) Unity (Game Engine)
3 7 (10.45%) TensorFlow
4 6 (8.96%) .NET
5 4 (5.97%) Kafka
5 4 (5.97%) Keras
5 4 (5.97%) Natural Language Processing
5 4 (5.97%) Node.js
6 3 (4.48%) GraphX
6 3 (4.48%) JSON
6 3 (4.48%) JSP
7 2 (2.99%) AngularJS
7 2 (2.99%) REST
7 2 (2.99%) RESTful
7 2 (2.99%) SOAP
7 2 (2.99%) Spark Streaming
7 2 (2.99%) Theano
7 2 (2.99%) Web Services
7 2 (2.99%) WPF
8 1 (1.49%) Elastic Stack
Miscellaneous
1 25 (37.31%) Algorithms
2 14 (20.90%) HoloLens
3 12 (17.91%) Analytical Skills
4 5 (7.46%) Computer Science
5 4 (5.97%) Fintech
5 4 (5.97%) Replication
6 3 (4.48%) Self-Motivation
6 3 (4.48%) User Experience
7 2 (2.99%) Derivative
7 2 (2.99%) Fixed Income
7 2 (2.99%) Wiki
8 1 (1.49%) Foreign Exchange (FX)
8 1 (1.49%) PMI
Operating Systems
1 5 (7.46%) Linux
2 4 (5.97%) Windows
3 3 (4.48%) Unix
3 3 (4.48%) Windows Server
4 1 (1.49%) AIX
Processes & Methodologies
1 25 (37.31%) Data Science
2 22 (32.84%) Agile Software Development
3 20 (29.85%) Deep Learning
3 20 (29.85%) Visualisation
4 19 (28.36%) Open Source
5 16 (23.88%) Convolutional Neural Network
6 14 (20.90%) Computer Vision
7 13 (19.40%) Business Intelligence
7 13 (19.40%) Data Engineering
7 13 (19.40%) Technical Architecture
8 12 (17.91%) Scrum
9 10 (14.93%) DevOps
10 9 (13.43%) Machine Learning
10 9 (13.43%) Problem-Solving
11 8 (11.94%) Software Engineering
12 7 (10.45%) Change Management
12 7 (10.45%) Data Analysis
12 7 (10.45%) ETL
13 6 (8.96%) Kanban
14 5 (7.46%) Data Analytics
Programming Languages
1 37 (55.22%) SQL
2 30 (44.78%) Python
3 19 (28.36%) Scala
4 16 (23.88%) JavaScript
5 11 (16.42%) MATLAB
6 8 (11.94%) R
7 6 (8.96%) Java
8 5 (7.46%) C#
9 4 (5.97%) ABAP
9 4 (5.97%) C++
9 4 (5.97%) Perl
10 3 (4.48%) Shell Script
10 3 (4.48%) VB
10 3 (4.48%) VB.NET
10 3 (4.48%) VBScript
11 2 (2.99%) C
11 2 (2.99%) T-SQL
11 2 (2.99%) VBA
12 1 (1.49%) PL/SQL
Qualifications
1 5 (7.46%) Degree
2 4 (5.97%) Master's Degree
2 4 (5.97%) PhD
3 3 (4.48%) Computer Science Degree
4 1 (1.49%) ITIL Certification
4 1 (1.49%) PMI Certification
Quality Assurance & Compliance
1 3 (4.48%) SLA
2 2 (2.99%) QA
3 1 (1.49%) GDPR
System Software
1 6 (8.96%) Docker
2 4 (5.97%) HDFS
3 1 (1.49%) Active Directory
3 1 (1.49%) Apache Flume
3 1 (1.49%) Virtual Machines
3 1 (1.49%) VMware Infrastructure
Systems Management
1 2 (2.99%) Kubernetes
Vendors
1 15 (22.39%) SAP
2 10 (14.93%) Microsoft
3 7 (10.45%) Databricks
4 6 (8.96%) Alteryx
4 6 (8.96%) Oracle
5 5 (7.46%) Google
6 3 (4.48%) CyberArk
7 2 (2.99%) MicroStrategy
7 2 (2.99%) MuleSoft
8 1 (1.49%) Informatica
8 1 (1.49%) Tableau
8 1 (1.49%) Talend
8 1 (1.49%) VMware