Period
to 19 November 2018

The table below looks at the prevalence of the term Algorithms in contract job vacancies advertised in Canary Wharf. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Algorithms over the 6 months to 19 November 2018 with a comparison to the same period over 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.

Algorithms
Tower Hamlets > Canary Wharf
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 36 36 -
Rank change year-on-year 0 - +43
Contract jobs citing Algorithms 21 10 0
As % of all contract IT jobs advertised in Canary Wharf 6.60% 3.68% -
As % of the Miscellaneous category 13.38% 6.85% -
Number of daily rates quoted 2 2 0
Canary Wharf median daily rate £475 £625 -
Median daily rate % change year-on-year -24.00% - -
Tower Hamlets median daily rate £475 £625 -
% change year-on-year -24.00% - -
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Algorithms is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Canary Wharf
Contract vacancies with a requirement for generic IT skills 157 146 145
As % of all contract IT jobs advertised in Canary Wharf 49.37% 53.68% 46.33%
Number of daily rates quoted 109 108 92
Canary Wharf median daily rate £550 £500 £450
Median daily rate % change year-on-year +10.00% +11.11% -5.26%
10th Percentile £300 £276 £301
90th Percentile £600 £650 £636
Tower Hamlets median daily rate £550 £500 £450
% change year-on-year +10.00% +11.11% -10.00%
Number of hourly rates quoted 1 1 1
Canary Wharf median hourly rate £147.50 £15.50 £12.00
Median hourly rate % change year-on-year +851.61% +29.17% -66.43%
Tower Hamlets median hourly rate £147.50 £15.50 £12.00
% change year-on-year +851.61% +29.17% -66.43%

Algorithms
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Algorithms in Canary Wharf

Algorithms
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Algorithms in Canary Wharf

Algorithms
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Algorithms in Canary Wharf over the 6 months to 19 November 2018.

Contractor daily rate histogram for Algorithms in Canary Wharf

For the 6 months to 19 November 2018, IT contractor jobs citing Algorithms 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 Algorithms.

1 21 (100.00%) Python
1 21 (100.00%) Finance
1 21 (100.00%) Data Science
2 20 (95.24%) Apache Spark
3 18 (85.71%) Analytics
3 18 (85.71%) SQL
3 18 (85.71%) Scala
3 18 (85.71%) Hadoop
4 16 (76.19%) Git (software)
4 16 (76.19%) Deep Learning
4 16 (76.19%) Relational Database
4 16 (76.19%) NoSQL
4 16 (76.19%) Big Data
5 14 (66.67%) OpenCV
6 13 (61.90%) Convolutional Neural Network
6 13 (61.90%) Open Source
6 13 (61.90%) Visual Studio Team System
6 13 (61.90%) RDBMS
7 12 (57.14%) SQL Server
7 12 (57.14%) Technical Architecture
8 11 (52.38%) Data Engineering
8 11 (52.38%) Unity (Game Engine)
8 11 (52.38%) HoloLens
9 10 (47.62%) Computer Vision
10 9 (42.86%) Amazon AWS
11 8 (38.10%) Power BI
11 8 (38.10%) Agile Software Development
11 8 (38.10%) Visualisation
11 8 (38.10%) MATLAB
12 7 (33.33%) ETL

Algorithms
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 20 (95.24%) Apache Spark
2 5 (23.81%) Apache Solr
2 5 (23.81%) Elasticsearch
3 4 (19.05%) SAS
4 3 (14.29%) Confluence
4 3 (14.29%) SharePoint
Applications
1 1 (4.76%) Chatbot
Business Applications
1 1 (4.76%) SAP Oil and Gas
Cloud Services
1 9 (42.86%) Amazon AWS
2 7 (33.33%) Microsoft Azure
3 3 (14.29%) Amazon S3
Communications & Networking
1 3 (14.29%) Kerberos
1 3 (14.29%) SSL
1 3 (14.29%) VPN
Database & Business Intelligence
1 18 (85.71%) Hadoop
2 16 (76.19%) Big Data
2 16 (76.19%) NoSQL
2 16 (76.19%) Relational Database
3 13 (61.90%) RDBMS
4 12 (57.14%) SQL Server
5 8 (38.10%) Power BI
6 5 (23.81%) Spotfire
7 4 (19.05%) Data Lake
7 4 (19.05%) Data Mining
7 4 (19.05%) Data Warehouse
7 4 (19.05%) HBase
8 3 (14.29%) Amazon Redshift
8 3 (14.29%) Apache Cassandra
8 3 (14.29%) Apache Hive
8 3 (14.29%) Parquet
9 1 (4.76%) Cosmos DB
9 1 (4.76%) HDInsight
9 1 (4.76%) MongoDB
9 1 (4.76%) SAP HANA
Development Applications
1 16 (76.19%) Git (software)
2 13 (61.90%) Visual Studio Team System
3 3 (14.29%) FishEye
3 3 (14.29%) JIRA
General
1 21 (100.00%) Finance
2 3 (14.29%) Games
3 1 (4.76%) Retail
Job Titles
1 11 (52.38%) Data Engineer
2 10 (47.62%) Big Data Engineer
3 4 (19.05%) Data Scientist
4 3 (14.29%) Analytics Consultant
4 3 (14.29%) Big Data Consultant
4 3 (14.29%) Big Data Developer
4 3 (14.29%) Consultant
4 3 (14.29%) Data Consultant
4 3 (14.29%) Developer
5 2 (9.52%) Hadoop Developer
6 1 (4.76%) Computer Scientist
6 1 (4.76%) Computer Vision Scientist
6 1 (4.76%) Graduate
6 1 (4.76%) Junior
6 1 (4.76%) Junior Data Scientist
6 1 (4.76%) MATLAB Engineer
6 1 (4.76%) Python Engineer
6 1 (4.76%) SAP Engineer
Libraries, Frameworks & Software Standards
1 14 (66.67%) OpenCV
2 11 (52.38%) Unity (Game Engine)
3 6 (28.57%) Kafka
4 5 (23.81%) TensorFlow
5 4 (19.05%) Natural Language Processing
6 3 (14.29%) Caffe
6 3 (14.29%) HTML
6 3 (14.29%) HTML5
6 3 (14.29%) Keras
6 3 (14.29%) Play Framework
6 3 (14.29%) React
6 3 (14.29%) XML
7 2 (9.52%) Spark Streaming
7 2 (9.52%) Theano
8 1 (4.76%) GraphX
8 1 (4.76%) RESTful
Miscellaneous
1 11 (52.38%) HoloLens
2 4 (19.05%) Analytical Skills
2 4 (19.05%) Computer Science
3 3 (14.29%) Fintech
4 2 (9.52%) Self-Motivation
Operating Systems
1 3 (14.29%) Unix
2 1 (4.76%) Linux
Processes & Methodologies
1 21 (100.00%) Data Science
2 18 (85.71%) Analytics
3 16 (76.19%) Deep Learning
4 13 (61.90%) Convolutional Neural Network
4 13 (61.90%) Open Source
5 12 (57.14%) Technical Architecture
6 11 (52.38%) Data Engineering
7 10 (47.62%) Computer Vision
8 8 (38.10%) Agile Software Development
8 8 (38.10%) Visualisation
9 7 (33.33%) ETL
10 6 (28.57%) DevOps
10 6 (28.57%) Machine Learning
10 6 (28.57%) Mathematics
10 6 (28.57%) Problem-Solving
11 4 (19.05%) Business Intelligence
11 4 (19.05%) Data Visualisation
11 4 (19.05%) Statistical Modelling
12 3 (14.29%) Continuous Integration
12 3 (14.29%) Data Analysis
Programming Languages
1 21 (100.00%) Python
2 18 (85.71%) Scala
2 18 (85.71%) SQL
3 8 (38.10%) MATLAB
4 7 (33.33%) R
5 5 (23.81%) Java
6 3 (14.29%) Bash Shell
6 3 (14.29%) JavaScript
6 3 (14.29%) Perl
7 2 (9.52%) C#
8 1 (4.76%) C++
Qualifications
1 4 (19.05%) Degree
2 3 (14.29%) Master's Degree
2 3 (14.29%) PhD
3 2 (9.52%) Computer Science Degree
Quality Assurance & Compliance
1 1 (4.76%) GDPR
System Software
1 5 (23.81%) HDFS
2 2 (9.52%) Docker
3 1 (4.76%) Apache Flume
Systems Management
1 3 (14.29%) Ansible
1 3 (14.29%) Hadoop YARN
2 2 (9.52%) Kubernetes
Vendors
1 6 (28.57%) Databricks
2 5 (23.81%) Alteryx
3 4 (19.05%) Microsoft
3 4 (19.05%) Oracle
3 4 (19.05%) Tableau
4 3 (14.29%) Atlassian
4 3 (14.29%) Google
4 3 (14.29%) Hortonworks
5 1 (4.76%) Informatica
5 1 (4.76%) SAP
5 1 (4.76%) Talend