Period
to 22 July 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 22 July 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
22 Jul 2018
Same period 2017 Same period 2016
Rank 19 19 8
Rank change year-on-year 0 -11 +6
Contract jobs citing Analytical Skills 43 22 45
As % of all contract IT jobs advertised in Canary Wharf 12.22% 9.36% 16.67%
As % of the Miscellaneous category 22.99% 19.82% 39.82%
Number of daily rates quoted 16 15 26
Canary Wharf median daily rate £550 £450 £460
Median daily rate % change year-on-year +22.22% -2.17% -3.16%
10th Percentile £400 £178 £319
90th Percentile £665 £629 £533
Tower Hamlets median daily rate £550 £450 £460
% change year-on-year +22.22% -2.17% -4.66%
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 187 111 113
As % of all contract IT jobs advertised in Canary Wharf 53.13% 47.23% 41.85%
Number of daily rates quoted 115 70 80
Canary Wharf median daily rate £500 £575 £473
Median daily rate % change year-on-year -13.04% +21.69% -0.53%
10th Percentile £330 £271 £319
90th Percentile £600 £753 £658
Tower Hamlets median daily rate £500 £575 £473
% change year-on-year -13.04% +21.69% -9.13%
Number of hourly rates quoted 0 0 2
Canary Wharf median hourly rate - - £19.00
Tower Hamlets median hourly rate - - £19.00

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 22 July 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 22 July 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 29 (67.44%) Finance
2 19 (44.19%) SQL
3 16 (37.21%) Python
4 15 (34.88%) Analytics
5 14 (32.56%) Apache Spark
5 14 (32.56%) ETL
6 13 (30.23%) Hadoop
7 12 (27.91%) Algorithms
7 12 (27.91%) R
7 12 (27.91%) Natural Language Processing
7 12 (27.91%) Data Science
7 12 (27.91%) Problem-Solving
8 10 (23.26%) Machine Learning
8 10 (23.26%) Unix
8 10 (23.26%) Windows
8 10 (23.26%) Java
8 10 (23.26%) JavaScript
8 10 (23.26%) Perl
8 10 (23.26%) Oracle
9 9 (20.93%) Business Intelligence
9 9 (20.93%) Power BI
9 9 (20.93%) Big Data
9 9 (20.93%) Relational Database
10 8 (18.60%) Bash Shell
10 8 (18.60%) Agile Software Development
11 7 (16.28%) Wireless
11 7 (16.28%) Data Analysis
11 7 (16.28%) Firewall
11 7 (16.28%) Security Cleared
11 7 (16.28%) WAN

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 14 (32.56%) Apache Spark
2 6 (13.95%) Apache Solr
2 6 (13.95%) SAS
2 6 (13.95%) SharePoint
3 5 (11.63%) Confluence
3 5 (11.63%) Elasticsearch
4 2 (4.65%) Apache Pig
4 2 (4.65%) MS Exchange
5 1 (2.33%) Skype for Business
Applications
1 6 (13.95%) Chatbot
2 1 (2.33%) Microsoft Office
2 1 (2.33%) Microsoft PowerPoint
2 1 (2.33%) Microsoft Project
2 1 (2.33%) MS Visio
2 1 (2.33%) SPSS
2 1 (2.33%) Stata
Business Applications
1 4 (9.30%) SAP Oil and Gas
Cloud Services
1 7 (16.28%) Amazon AWS
2 5 (11.63%) Amazon S3
3 2 (4.65%) Microsoft Azure
3 2 (4.65%) Office 365
4 1 (2.33%) Amazon EC2
4 1 (2.33%) Azure Data Factory
Communications & Networking
1 7 (16.28%) Firewall
1 7 (16.28%) WAN
1 7 (16.28%) Wireless
2 6 (13.95%) VPN
2 6 (13.95%) Wireshark
3 5 (11.63%) Kerberos
3 5 (11.63%) SSL
4 3 (6.98%) BGP
5 1 (2.33%) Cisco Nexus
5 1 (2.33%) LAN
5 1 (2.33%) WLAN
Database & Business Intelligence
1 13 (30.23%) Hadoop
2 9 (20.93%) Big Data
2 9 (20.93%) Power BI
2 9 (20.93%) Relational Database
3 7 (16.28%) Apache Hive
3 7 (16.28%) Data Warehouse
3 7 (16.28%) NoSQL
4 6 (13.95%) Amazon Redshift
4 6 (13.95%) Apache Cassandra
4 6 (13.95%) Data Mining
4 6 (13.95%) HBase
4 6 (13.95%) Neo4j
4 6 (13.95%) Text Mining
5 5 (11.63%) Data Lake
5 5 (11.63%) Parquet
6 4 (9.30%) BusinessObjects
6 4 (9.30%) BusinessObjects Business Intelligence
6 4 (9.30%) SAP HANA
6 4 (9.30%) Spotfire
7 3 (6.98%) RDBMS
Development Applications
1 5 (11.63%) FishEye
1 5 (11.63%) Git (software)
1 5 (11.63%) JIRA
2 4 (9.30%) Eclipse
General
1 29 (67.44%) Finance
2 6 (13.95%) Games
3 4 (9.30%) Banking
4 1 (2.33%) International Banking
Job Titles
1 9 (20.93%) Developer
2 6 (13.95%) Big Data Developer
2 6 (13.95%) Cisco Engineer
2 6 (13.95%) Cisco Network Engineer
2 6 (13.95%) Hadoop Developer
2 6 (13.95%) Network Engineer
2 6 (13.95%) Senior Cisco Engineer
2 6 (13.95%) Senior Cisco Network Engineer
2 6 (13.95%) Senior Network Engineer
2 6 (13.95%) Switch Engineer
3 5 (11.63%) Analyst
3 5 (11.63%) Data Analyst
4 3 (6.98%) Architect
4 3 (6.98%) Data Centre Engineer
4 3 (6.98%) Data Network Engineer
4 3 (6.98%) Data Scientist
5 2 (4.65%) Data Engineer
5 2 (4.65%) Integration Architect
5 2 (4.65%) Middleware Architect
5 2 (4.65%) Talend Developer
Libraries, Frameworks & Software Standards
1 12 (27.91%) Natural Language Processing
2 6 (13.95%) GraphX
2 6 (13.95%) Kafka
2 6 (13.95%) Play Framework
3 5 (11.63%) HTML
3 5 (11.63%) HTML5
3 5 (11.63%) React
3 5 (11.63%) XML
4 3 (6.98%) .NET
4 3 (6.98%) JSP
5 2 (4.65%) Middleware
6 1 (2.33%) Hibernate
6 1 (2.33%) JMS
6 1 (2.33%) Lucene
6 1 (2.33%) Software Packaging
6 1 (2.33%) Spring
Miscellaneous
1 12 (27.91%) Algorithms
2 7 (16.28%) Data Centre
3 6 (13.95%) Fintech
4 5 (11.63%) Replication
5 3 (6.98%) Virtual Team
6 2 (4.65%) Self-Motivation
6 2 (4.65%) Taxonomies
7 1 (2.33%) Greenfield Project
Operating Systems
1 10 (23.26%) Unix
1 10 (23.26%) Windows
2 3 (6.98%) Linux
2 3 (6.98%) Windows Server
3 2 (4.65%) Red Hat Enterprise Linux
4 1 (2.33%) CentOS
4 1 (2.33%) Windows 10
4 1 (2.33%) Windows 7
Processes & Methodologies
1 15 (34.88%) Analytics
2 14 (32.56%) ETL
3 12 (27.91%) Data Science
3 12 (27.91%) Problem-Solving
4 10 (23.26%) Machine Learning
5 9 (20.93%) Business Intelligence
6 8 (18.60%) Agile Software Development
7 7 (16.28%) Data Analysis
8 6 (13.95%) Computational Linguistics
8 6 (13.95%) Continuous Integration
8 6 (13.95%) Data Visualisation
8 6 (13.95%) Disruptive Innovation
8 6 (13.95%) Full Text Search
8 6 (13.95%) Mathematical Modelling
8 6 (13.95%) Mathematics
8 6 (13.95%) Migration
8 6 (13.95%) Network Design
8 6 (13.95%) Scrum
8 6 (13.95%) Statistical Modelling
8 6 (13.95%) Visualisation
Programming Languages
1 19 (44.19%) SQL
2 16 (37.21%) Python
3 12 (27.91%) R
4 10 (23.26%) Java
4 10 (23.26%) JavaScript
4 10 (23.26%) Perl
5 8 (18.60%) Bash Shell
6 6 (13.95%) MATLAB
6 6 (13.95%) Scala
7 4 (9.30%) ABAP
8 3 (6.98%) Shell Script
8 3 (6.98%) VB
8 3 (6.98%) VB.NET
8 3 (6.98%) VBScript
9 2 (4.65%) Korn
10 1 (2.33%) C#
10 1 (2.33%) Ruby
Qualifications
1 7 (16.28%) Security Cleared
2 6 (13.95%) CCNP
2 6 (13.95%) Cisco Certification
3 2 (4.65%) CCIE
3 2 (4.65%) CCIE Routing and Switching
4 1 (2.33%) Degree
4 1 (2.33%) Numerate Degree
Quality Assurance & Compliance
1 3 (6.98%) SLA
2 1 (2.33%) Data Quality
2 1 (2.33%) QA
System Software
1 5 (11.63%) HDFS
2 1 (2.33%) Active Directory
2 1 (2.33%) XenServer
Systems Management
1 6 (13.95%) Hadoop YARN
2 5 (11.63%) Ansible
3 1 (2.33%) SCCM
Vendors
1 10 (23.26%) Oracle
2 6 (13.95%) Cisco
2 6 (13.95%) Dell
2 6 (13.95%) EMC
2 6 (13.95%) F5
2 6 (13.95%) NetApp
2 6 (13.95%) Splunk
2 6 (13.95%) VMware
3 5 (11.63%) Atlassian
3 5 (11.63%) Hortonworks
3 5 (11.63%) Microsoft
3 5 (11.63%) Tableau
4 4 (9.30%) SAP
5 3 (6.98%) CyberArk
6 2 (4.65%) Talend
7 1 (2.33%) Citrix
7 1 (2.33%) Red Hat
7 1 (2.33%) ServiceNow