Period
to 25 September 2018

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 25 September 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.

Analytical Skills
Tower Hamlets > Canary Wharf
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 15 9 9
Rank change year-on-year -6 0 +6
Contract jobs citing Analytical Skills 42 42 42
As % of all contract IT jobs advertised in Canary Wharf 12.32% 15.97% 14.53%
As % of the Miscellaneous category 23.46% 30.88% 34.15%
Number of daily rates quoted 17 30 23
Canary Wharf median daily rate £515 £483 £413
Median daily rate % change year-on-year +6.74% +16.97% -13.16%
10th Percentile £362 £288 £319
90th Percentile £656 £638 £528
Tower Hamlets median daily rate £513 £515 £413
% change year-on-year -0.49% +24.85% -17.50%
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 179 136 123
As % of all contract IT jobs advertised in Canary Wharf 52.49% 51.71% 42.56%
Number of daily rates quoted 110 99 75
Canary Wharf median daily rate £475 £515 £438
Median daily rate % change year-on-year -7.77% +17.71% -7.89%
10th Percentile £300 £281 £278
90th Percentile £616 £690 £625
Tower Hamlets median daily rate £475 £530 £438
% change year-on-year -10.38% +21.14% -13.58%
Number of hourly rates quoted 0 0 1
Canary Wharf median hourly rate - - £12.00
Tower Hamlets median hourly rate - - £12.00

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 25 September 2018.

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 25 September 2018, 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 26 (61.90%) Finance
2 18 (42.86%) SQL
3 15 (35.71%) Problem-Solving
4 12 (28.57%) Analytics
5 11 (26.19%) Agile Software Development
6 10 (23.81%) Python
7 9 (21.43%) ETL
7 9 (21.43%) Windows
7 9 (21.43%) JavaScript
7 9 (21.43%) Business Intelligence
7 9 (21.43%) Machine Learning
7 9 (21.43%) Apache Spark
7 9 (21.43%) Power BI
8 8 (19.05%) R
8 8 (19.05%) Hadoop
8 8 (19.05%) Perl
8 8 (19.05%) Unix
8 8 (19.05%) Java
9 7 (16.67%) Microsoft
9 7 (16.67%) Scrum
9 7 (16.67%) Natural Language Processing
9 7 (16.67%) Big Data
9 7 (16.67%) Algorithms
9 7 (16.67%) Relational Database
9 7 (16.67%) Data Science
10 6 (14.29%) Bash Shell
10 6 (14.29%) Banking
10 6 (14.29%) Oracle
11 5 (11.90%) SAP
11 5 (11.90%) SharePoint

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 9 (21.43%) Apache Spark
2 5 (11.90%) SharePoint
3 4 (9.52%) Apache Solr
3 4 (9.52%) Confluence
3 4 (9.52%) Elasticsearch
4 3 (7.14%) MS Exchange
4 3 (7.14%) SAS
5 1 (2.38%) Apache Pig
5 1 (2.38%) Skype for Business
Applications
1 3 (7.14%) Chatbot
2 2 (4.76%) Microsoft Excel
2 2 (4.76%) Microsoft Office
2 2 (4.76%) Microsoft PowerPoint
2 2 (4.76%) Microsoft Project
2 2 (4.76%) MS Visio
3 1 (2.38%) SPSS
3 1 (2.38%) Stata
Business Applications
1 4 (9.52%) SAP Oil and Gas
Cloud Services
1 4 (9.52%) Amazon AWS
1 4 (9.52%) Amazon S3
2 3 (7.14%) Office 365
3 1 (2.38%) Azure Data Factory
3 1 (2.38%) Cloud Computing
3 1 (2.38%) Microsoft Azure
Communications & Networking
1 5 (11.90%) Firewall
1 5 (11.90%) VPN
1 5 (11.90%) WAN
1 5 (11.90%) Wireless
2 4 (9.52%) Kerberos
2 4 (9.52%) SSL
2 4 (9.52%) Wireshark
3 3 (7.14%) BGP
4 1 (2.38%) Cisco Nexus
4 1 (2.38%) LAN
4 1 (2.38%) WLAN
Database & Business Intelligence
1 9 (21.43%) Power BI
2 8 (19.05%) Hadoop
3 7 (16.67%) Big Data
3 7 (16.67%) Relational Database
4 5 (11.90%) Apache Hive
4 5 (11.90%) BusinessObjects
4 5 (11.90%) Data Warehouse
4 5 (11.90%) HBase
4 5 (11.90%) NoSQL
5 4 (9.52%) Amazon Redshift
5 4 (9.52%) Apache Cassandra
5 4 (9.52%) BusinessObjects Business Intelligence
5 4 (9.52%) Data Lake
5 4 (9.52%) Data Mining
5 4 (9.52%) Parquet
5 4 (9.52%) SAP HANA
5 4 (9.52%) Spotfire
5 4 (9.52%) SQL Server
6 3 (7.14%) Neo4j
6 3 (7.14%) RDBMS
Development Applications
1 4 (9.52%) Eclipse
1 4 (9.52%) FishEye
1 4 (9.52%) Git (software)
1 4 (9.52%) JIRA
2 2 (4.76%) SpecFlow
2 2 (4.76%) Team Foundation Server
General
1 26 (61.90%) Finance
2 6 (14.29%) Banking
3 4 (9.52%) Games
4 1 (2.38%) International Banking
4 1 (2.38%) Investment Banking
4 1 (2.38%) Legal
4 1 (2.38%) Manufacturing
4 1 (2.38%) Social Science
4 1 (2.38%) Telecoms
Job Titles
1 13 (30.95%) Developer
2 6 (14.29%) Analyst
3 5 (11.90%) Data Analyst
4 4 (9.52%) Big Data Developer
4 4 (9.52%) Cisco Engineer
4 4 (9.52%) Cisco Network Engineer
4 4 (9.52%) Hadoop Developer
4 4 (9.52%) Network Engineer
4 4 (9.52%) Senior Cisco Engineer
4 4 (9.52%) Senior Cisco Network Engineer
4 4 (9.52%) Senior Network Engineer
4 4 (9.52%) Switch Engineer
5 3 (7.14%) Architect
5 3 (7.14%) C# Developer
5 3 (7.14%) Data Centre Engineer
5 3 (7.14%) Data Network Engineer
5 3 (7.14%) Data Scientist
6 2 (4.76%) Integration Architect
6 2 (4.76%) Senior Developer
6 2 (4.76%) SQL Developer
Libraries, Frameworks & Software Standards
1 7 (16.67%) Natural Language Processing
2 5 (11.90%) React
3 4 (9.52%) .NET
3 4 (9.52%) HTML
3 4 (9.52%) HTML5
3 4 (9.52%) Kafka
3 4 (9.52%) Play Framework
3 4 (9.52%) WinForms
3 4 (9.52%) XML
4 3 (7.14%) Entity Framework
4 3 (7.14%) GraphX
4 3 (7.14%) JSP
5 2 (4.76%) Middleware
5 2 (4.76%) NHibernate
5 2 (4.76%) RESTful
5 2 (4.76%) WCF
5 2 (4.76%) WPF
6 1 (2.38%) .NET Framework
6 1 (2.38%) CSS
6 1 (2.38%) Software Packaging
Miscellaneous
1 7 (16.67%) Algorithms
2 5 (11.90%) Data Centre
2 5 (11.90%) Self-Motivation
3 4 (9.52%) Fintech
3 4 (9.52%) Replication
4 3 (7.14%) Virtual Team
5 2 (4.76%) Taxonomies
5 2 (4.76%) User Experience
6 1 (2.38%) Data Structures
6 1 (2.38%) Fixed Income
6 1 (2.38%) Foreign Exchange (FX)
6 1 (2.38%) Greenfield Project
6 1 (2.38%) PMI
Operating Systems
1 9 (21.43%) Windows
2 8 (19.05%) Unix
3 3 (7.14%) Windows Server
4 1 (2.38%) Linux
4 1 (2.38%) Red Hat Enterprise Linux
4 1 (2.38%) Windows 10
4 1 (2.38%) Windows 7
Processes & Methodologies
1 15 (35.71%) Problem-Solving
2 12 (28.57%) Analytics
3 11 (26.19%) Agile Software Development
4 9 (21.43%) Business Intelligence
4 9 (21.43%) ETL
4 9 (21.43%) Machine Learning
5 7 (16.67%) Data Science
5 7 (16.67%) Scrum
6 5 (11.90%) Data Analysis
6 5 (11.90%) Migration
6 5 (11.90%) Performance Tuning
7 4 (9.52%) Continuous Integration
7 4 (9.52%) Data Visualisation
7 4 (9.52%) DevOps
7 4 (9.52%) ETL Development
7 4 (9.52%) Exploratory Data Analysis
7 4 (9.52%) Kanban
7 4 (9.52%) Mathematics
7 4 (9.52%) Statistical Modelling
7 4 (9.52%) Visualisation
Programming Languages
1 18 (42.86%) SQL
2 10 (23.81%) Python
3 9 (21.43%) JavaScript
4 8 (19.05%) Java
4 8 (19.05%) Perl
4 8 (19.05%) R
5 6 (14.29%) Bash Shell
6 5 (11.90%) Scala
7 4 (9.52%) ABAP
7 4 (9.52%) C#
7 4 (9.52%) MATLAB
8 3 (7.14%) Shell Script
8 3 (7.14%) T-SQL
8 3 (7.14%) VB
8 3 (7.14%) VB.NET
8 3 (7.14%) VBScript
9 2 (4.76%) Korn
10 1 (2.38%) PL/SQL
10 1 (2.38%) Ruby
10 1 (2.38%) TypeScript
Qualifications
1 4 (9.52%) CCNP
1 4 (9.52%) Cisco Certification
1 4 (9.52%) Security Cleared
2 2 (4.76%) CCIE
2 2 (4.76%) CCIE Routing and Switching
3 1 (2.38%) CBAP
3 1 (2.38%) Degree
3 1 (2.38%) Numerate Degree
3 1 (2.38%) PMI Certification
Quality Assurance & Compliance
1 4 (9.52%) SLA
2 1 (2.38%) Data Quality
2 1 (2.38%) QA
System Software
1 4 (9.52%) HDFS
2 1 (2.38%) Active Directory
2 1 (2.38%) XenServer
Systems Management
1 4 (9.52%) Ansible
1 4 (9.52%) Hadoop YARN
2 1 (2.38%) SCCM
Vendors
1 7 (16.67%) Microsoft
2 6 (14.29%) Oracle
3 5 (11.90%) SAP
4 4 (9.52%) Atlassian
4 4 (9.52%) Cisco
4 4 (9.52%) Dell
4 4 (9.52%) EMC
4 4 (9.52%) F5
4 4 (9.52%) Hortonworks
4 4 (9.52%) NetApp
4 4 (9.52%) Splunk
4 4 (9.52%) Tableau
4 4 (9.52%) VMware
5 3 (7.14%) CyberArk
5 3 (7.14%) Infragistics
6 2 (4.76%) DevExpress
6 2 (4.76%) ServiceNow
6 2 (4.76%) Talend
7 1 (2.38%) Citrix
7 1 (2.38%) Informatica