Period
to 16 February 2019

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Canary Wharf. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 16 February 2019 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.

Analytical Skills
Tower Hamlets > Canary Wharf
6 months to
16 Feb 2019
Same period 2018 Same period 2017
Rank 34 9 22
Rank change year-on-year -25 +13 -7
Contract jobs citing Analytical Skills 40 43 21
As % of all contract IT jobs advertised in Canary Wharf 9.73% 14.68% 7.27%
As % of the Miscellaneous category 23.12% 27.56% 17.50%
Number of daily rates quoted 34 37 14
Canary Wharf median daily rate £525 £600 £575
Median daily rate % change year-on-year -12.50% +4.35% +12.20%
10th Percentile £508 £218 £427
90th Percentile £750 £650 £650
Tower Hamlets median daily rate £525 £600 £575
% change year-on-year -12.50% +4.35% +15.00%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Analytical Skills 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 173 156 120
As % of all contract IT jobs advertised in Canary Wharf 42.09% 53.24% 41.52%
Number of daily rates quoted 156 139 83
Canary Wharf median daily rate £575 £525 £550
Median daily rate % change year-on-year +9.52% -4.55% +15.79%
10th Percentile £390 £323 £350
90th Percentile £650 £675 £650
Tower Hamlets median daily rate £575 £525 £550
% change year-on-year +9.52% -4.55% +15.18%
Number of hourly rates quoted 1 1 0
Canary Wharf median hourly rate £147.50 £15.50 -
Median hourly rate % change year-on-year +851.61% - -
Tower Hamlets median hourly rate £147.50 £15.50 -
% change year-on-year +851.61% - -

Analytical Skills
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Analytical Skills in Canary Wharf

Analytical Skills
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Analytical Skills in Canary Wharf

Analytical Skills
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Analytical Skills in Canary Wharf over the 6 months to 16 February 2019.

Contractor daily rate histogram for Analytical Skills in Canary Wharf

Analytical Skills
Contractor Hourly Rate Trend in Canary Wharf

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytical Skills in Canary Wharf.

Contractor hourly rate trend for Analytical Skills in Canary Wharf

For the 6 months to 16 February 2019, IT contractor jobs citing Analytical Skills 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 Analytical Skills.

1 24 (60.00%) Data Analysis
1 24 (60.00%) Machine Learning
2 23 (57.50%) Hortonworks
2 23 (57.50%) Big Data
2 23 (57.50%) Statistical Modelling
2 23 (57.50%) Python
2 23 (57.50%) Amazon AWS
2 23 (57.50%) Hadoop
2 23 (57.50%) Apache Hive
3 21 (52.50%) Degree
3 21 (52.50%) Predictive Analytics
3 21 (52.50%) Analytics
3 21 (52.50%) Amazon EMR
3 21 (52.50%) Cloudera
3 21 (52.50%) Deep Learning
3 21 (52.50%) Performance Optimisation
3 21 (52.50%) Master's Degree
3 21 (52.50%) PySpark
4 15 (37.50%) Problem-Solving
5 14 (35.00%) SQL
6 11 (27.50%) Agile Software Development
7 9 (22.50%) Java
7 9 (22.50%) OO
7 9 (22.50%) Continuous Integration
8 8 (20.00%) RESTful
8 8 (20.00%) Banking
9 7 (17.50%) Finance
9 7 (17.50%) Confluence
9 7 (17.50%) Unit Testing
9 7 (17.50%) JIRA

Analytical Skills
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 7 (17.50%) Confluence
2 5 (12.50%) WebLogic
3 2 (5.00%) Apache Solr
3 2 (5.00%) Apache Spark
3 2 (5.00%) Elasticsearch
Business Applications
1 1 (2.50%) Workday HCM
Cloud Services
1 23 (57.50%) Amazon AWS
2 21 (52.50%) Amazon EMR
3 2 (5.00%) Amazon S3
4 1 (2.50%) Cloud Computing
Communications & Networking
1 5 (12.50%) HTTP
2 2 (5.00%) Kerberos
2 2 (5.00%) SSL
2 2 (5.00%) VPN
Database & Business Intelligence
1 23 (57.50%) Apache Hive
1 23 (57.50%) Big Data
1 23 (57.50%) Hadoop
2 3 (7.50%) SQL Server
3 2 (5.00%) Amazon Redshift
3 2 (5.00%) Apache Cassandra
3 2 (5.00%) Data Lake
3 2 (5.00%) Data Mining
3 2 (5.00%) Data Warehouse
3 2 (5.00%) HBase
3 2 (5.00%) NoSQL
3 2 (5.00%) Parquet
3 2 (5.00%) Power BI
3 2 (5.00%) Relational Database
4 1 (2.50%) Blockchain
4 1 (2.50%) BusinessObjects
4 1 (2.50%) BusinessObjects Web Intelligence
Development Applications
1 7 (17.50%) JIRA
2 5 (12.50%) Jenkins
2 5 (12.50%) JUnit
2 5 (12.50%) Maven
2 5 (12.50%) Mockito
3 4 (10.00%) SpecFlow
3 4 (10.00%) Team Foundation Server
4 2 (5.00%) FishEye
4 2 (5.00%) Git (software)
5 1 (2.50%) Toad
5 1 (2.50%) Visual Studio Team System
General
1 8 (20.00%) Banking
2 7 (17.50%) Finance
3 6 (15.00%) Investment Banking
4 2 (5.00%) Games
5 1 (2.50%) Manufacturing
5 1 (2.50%) Telecoms
Job Titles
1 21 (52.50%) Big Data Engineer
1 21 (52.50%) Data Engineer
1 21 (52.50%) Python Engineer
2 14 (35.00%) Developer
3 8 (20.00%) Senior Developer
4 5 (12.50%) Core Java Developer
4 5 (12.50%) Investment Banking Java Developer
4 5 (12.50%) Java Developer
4 5 (12.50%) Senior Investment Banking Java Developer
4 5 (12.50%) Senior Java Developer
5 3 (7.50%) C# Developer
6 2 (5.00%) Big Data Developer
7 1 (2.50%) Automation Engineer
7 1 (2.50%) C# WPF Developer
7 1 (2.50%) Scala Developer
7 1 (2.50%) Senior SQL Developer
7 1 (2.50%) Senior SQL Programmer
7 1 (2.50%) Senior WinForms Developer
7 1 (2.50%) SQL Programmer
7 1 (2.50%) WPF Developer
Libraries, Frameworks & Software Standards
1 21 (52.50%) PySpark
2 8 (20.00%) RESTful
3 7 (17.50%) Kafka
4 5 (12.50%) Dropwizard
4 5 (12.50%) EJB
4 5 (12.50%) Entity Framework
4 5 (12.50%) Hibernate
4 5 (12.50%) Java EE
4 5 (12.50%) JAX-RS
4 5 (12.50%) JDBC
4 5 (12.50%) Spring
4 5 (12.50%) WinForms
5 4 (10.00%) NHibernate
6 3 (7.50%) React
6 3 (7.50%) WCF
7 2 (5.00%) Apache NiFi
7 2 (5.00%) HTML5
7 2 (5.00%) Natural Language Processing
7 2 (5.00%) Play Framework
7 2 (5.00%) WPF
Miscellaneous
1 7 (17.50%) Algorithms
1 7 (17.50%) Data Structures
1 7 (17.50%) Fintech
2 5 (12.50%) Analytical Mindset
2 5 (12.50%) Self-Motivation
3 2 (5.00%) Fixed Income
4 1 (2.50%) Credit Derivative
4 1 (2.50%) Derivative
4 1 (2.50%) Interest Rate Derivative
4 1 (2.50%) Reference Data
4 1 (2.50%) Taxonomies
4 1 (2.50%) User Experience
4 1 (2.50%) Virtual Team
Operating Systems
1 2 (5.00%) Unix
2 1 (2.50%) Windows
Processes & Methodologies
1 24 (60.00%) Data Analysis
1 24 (60.00%) Machine Learning
2 23 (57.50%) Statistical Modelling
3 21 (52.50%) Analytics
3 21 (52.50%) Deep Learning
3 21 (52.50%) Performance Optimisation
3 21 (52.50%) Predictive Analytics
4 15 (37.50%) Problem-Solving
5 11 (27.50%) Agile Software Development
6 9 (22.50%) Continuous Integration
6 9 (22.50%) OO
7 7 (17.50%) SDLC
7 7 (17.50%) Unit Testing
8 5 (12.50%) Creative Thinking
8 5 (12.50%) Reverse Engineering
8 5 (12.50%) Software Engineering
8 5 (12.50%) Technical Analysis
8 5 (12.50%) User Acceptance Testing
9 4 (10.00%) ETRM
9 4 (10.00%) Test Automation
Programming Languages
1 23 (57.50%) Python
2 14 (35.00%) SQL
3 9 (22.50%) Java
4 6 (15.00%) C#
5 4 (10.00%) Scala
6 3 (7.50%) JavaScript
6 3 (7.50%) T-SQL
7 2 (5.00%) Bash Shell
7 2 (5.00%) Perl
7 2 (5.00%) R
8 1 (2.50%) TypeScript
Qualifications
1 21 (52.50%) Degree
1 21 (52.50%) Master's Degree
2 1 (2.50%) BPSS Clearance
2 1 (2.50%) Security Cleared
Quality Assurance & Compliance
1 1 (2.50%) Data Quality
1 1 (2.50%) QA
1 1 (2.50%) Solvency II
System Software
1 2 (5.00%) HDFS
Systems Management
1 2 (5.00%) Ansible
1 2 (5.00%) Hadoop YARN
Vendors
1 23 (57.50%) Hortonworks
2 21 (52.50%) Cloudera
3 7 (17.50%) Atlassian
4 5 (12.50%) Sybase
5 4 (10.00%) Infragistics
6 3 (7.50%) DevExpress
7 2 (5.00%) Tableau
8 1 (2.50%) Informatica
8 1 (2.50%) SAP
8 1 (2.50%) Workday