Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Analytical Thinking skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Thinking over the 6 months to 20 October 2018 with a comparison to the same period in the previous 2 years.

Analytical Thinking
Central London > City of London
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 308 296 293
Rank change year-on-year -12 -3 +62
Permanent jobs citing Analytical Thinking 40 29 62
As % of all permanent IT jobs advertised in the City of London 0.36% 0.29% 0.52%
As % of the Processes & Methodologies category 0.39% 0.32% 0.57%
Number of salaries quoted 28 26 58
City of London median annual salary £72,500 £67,500 £45,000
Median salary % change year-on-year +7.41% +50.00% -
10th Percentile £39,750 £43,750 £27,875
90th Percentile £106,250 £96,250 £67,500
Central London median annual salary £67,750 £67,500 £45,000
% change year-on-year +0.37% +50.00% -10.00%

Analytical Thinking is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 10,139 9,109 10,872
As % of all permanent IT jobs advertised in the City of London 91.87% 91.62% 90.90%
Number of salaries quoted 9,068 8,217 9,934
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,000 £36,250 £35,000
90th Percentile £95,000 £93,750 £88,750
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +0.88%

Analytical Thinking
Job Vacancy Trend in the City of London

Job postings citing Analytical Thinking as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Analytical Thinking in the City of London

Analytical Thinking
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Thinking in the City of London.

Salary trend for Analytical Thinking in the City of London

Analytical Thinking
Salary Histogram in the City of London

The salary distribution of IT jobs citing Analytical Thinking in the City of London over the 6 months to 20 October 2018.

Salary histogram for Analytical Thinking in the City of London

For the 6 months to 20 October 2018, IT jobs citing Analytical Thinking also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for Analytical Thinking.

1 40 (100.00%) Analytical Skills
2 24 (60.00%) Finance
3 18 (45.00%) Agile Software Development
4 17 (42.50%) C#
4 17 (42.50%) Problem-Solving
5 13 (32.50%) Microsoft Azure
6 12 (30.00%) Investment Management
6 12 (30.00%) Microsoft
6 12 (30.00%) DevOps
7 11 (27.50%) SQL
7 11 (27.50%) Banking
8 10 (25.00%) Asset Management
8 10 (25.00%) Git (software)
8 10 (25.00%) JavaScript
9 9 (22.50%) Java
9 9 (22.50%) Amazon AWS
9 9 (22.50%) Docker
10 8 (20.00%) C++
11 7 (17.50%) Scrum
11 7 (17.50%) TDD
11 7 (17.50%) Business Analysis
11 7 (17.50%) Software Engineering
11 7 (17.50%) Ansible
11 7 (17.50%) AWS CloudFormation
11 7 (17.50%) Amazon CloudWatch
11 7 (17.50%) Node.js
11 7 (17.50%) Continuous Improvement
11 7 (17.50%) GitHub
12 6 (15.00%) Elasticsearch
12 6 (15.00%) User Stories

Analytical Thinking
Co-occurring IT Skills in the City of London 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 6 (15.00%) Elasticsearch
2 4 (10.00%) CMS
3 1 (2.50%) Apache Spark
3 1 (2.50%) Confluence
3 1 (2.50%) MS Exchange
Applications
1 1 (2.50%) Microsoft Office
Business Applications
1 1 (2.50%) Sonata
Cloud Services
1 13 (32.50%) Microsoft Azure
2 9 (22.50%) Amazon AWS
3 7 (17.50%) Amazon CloudWatch
3 7 (17.50%) AWS CloudFormation
3 7 (17.50%) GitHub
4 5 (12.50%) Cloud Computing
4 5 (12.50%) NuGet
5 2 (5.00%) Amazon S3
5 2 (5.00%) AWS CloudTrail
5 2 (5.00%) AWS Lambda
5 2 (5.00%) Serverless
5 2 (5.00%) Virtual Private Cloud
6 1 (2.50%) iTunes
6 1 (2.50%) Office 365
Communications & Networking
1 1 (2.50%) Skype
1 1 (2.50%) Telepresence
1 1 (2.50%) WebEx
Database & Business Intelligence
1 5 (12.50%) InfluxDB
2 1 (2.50%) CouchDB
2 1 (2.50%) Data Warehouse
2 1 (2.50%) MongoDB
2 1 (2.50%) MySQL
2 1 (2.50%) PostgreSQL
2 1 (2.50%) RDBMS
2 1 (2.50%) Relational Database
2 1 (2.50%) Riak
Development Applications
1 10 (25.00%) Git (software)
2 5 (12.50%) JIRA
2 5 (12.50%) Octopus Deploy
2 5 (12.50%) Sonatype Nexus
2 5 (12.50%) Subversion
2 5 (12.50%) Team Foundation Server
2 5 (12.50%) TeamCity
3 4 (10.00%) Moq
3 4 (10.00%) NUnit
4 2 (5.00%) Jenkins
4 2 (5.00%) JMeter
5 1 (2.50%) Axure RP
General
1 24 (60.00%) Finance
2 11 (27.50%) Banking
3 4 (10.00%) Back Office
3 4 (10.00%) Front Office
4 1 (2.50%) Retail Banking
4 1 (2.50%) Telecoms
Job Titles
1 12 (30.00%) Analyst
2 10 (25.00%) C# Developer
2 10 (25.00%) Developer
3 7 (17.50%) DevOps Engineer
4 6 (15.00%) Architect
5 5 (12.50%) Business Analyst
6 4 (10.00%) Analyst Developer
6 4 (10.00%) Automation Architect
6 4 (10.00%) AWS DevOps
6 4 (10.00%) AWS DevOps Engineer
6 4 (10.00%) AWS Engineer
6 4 (10.00%) Digital Architect
6 4 (10.00%) Java Engineer
6 4 (10.00%) Product Manager
6 4 (10.00%) Senior Architect
6 4 (10.00%) Senior Digital Architect
6 4 (10.00%) SQL Analyst
6 4 (10.00%) SQL Developer
7 2 (5.00%) QA Engineer
8 1 (2.50%) Configuration Analyst
Libraries, Frameworks & Software Standards
1 7 (17.50%) Node.js
2 6 (15.00%) .NET
3 5 (12.50%) .NET Framework
3 5 (12.50%) Elastic Stack
4 3 (7.50%) RESTful
5 2 (5.00%) Kafka
5 2 (5.00%) SOAP
6 1 (2.50%) AngularJS
6 1 (2.50%) Hibernate
6 1 (2.50%) Middleware
6 1 (2.50%) RabbitMQ
6 1 (2.50%) Spring
6 1 (2.50%) Web Services
6 1 (2.50%) XMPP
Miscellaneous
1 40 (100.00%) Analytical Skills
2 6 (15.00%) Fintech
2 6 (15.00%) Virtual Team
3 5 (12.50%) Self-Motivation
3 5 (12.50%) User Experience
4 4 (10.00%) Reinsurance
5 2 (5.00%) Mobile App
6 1 (2.50%) Analytical Mindset
6 1 (2.50%) CMDB
6 1 (2.50%) Enterprise Cloud
6 1 (2.50%) Hedge funds
6 1 (2.50%) iPad
6 1 (2.50%) iPhone
6 1 (2.50%) Management Information System
6 1 (2.50%) Taxonomies
6 1 (2.50%) Video Conferencing
Operating Systems
1 6 (15.00%) Windows
2 5 (12.50%) Amazon Linux
2 5 (12.50%) Linux
2 5 (12.50%) Red Hat Enterprise Linux
2 5 (12.50%) Ubuntu
2 5 (12.50%) Windows Server
3 1 (2.50%) Android
3 1 (2.50%) Mac OS X
3 1 (2.50%) Windows 10
3 1 (2.50%) Windows 7
Processes & Methodologies
1 18 (45.00%) Agile Software Development
2 17 (42.50%) Problem-Solving
3 12 (30.00%) DevOps
3 12 (30.00%) Investment Management
4 10 (25.00%) Asset Management
5 7 (17.50%) Business Analysis
5 7 (17.50%) Continuous Improvement
5 7 (17.50%) Scrum
5 7 (17.50%) Software Engineering
5 7 (17.50%) TDD
6 6 (15.00%) Continuous Delivery
6 6 (15.00%) Enterprise Architecture
6 6 (15.00%) Fund Management
6 6 (15.00%) User Stories
7 5 (12.50%) Continuous Integration
7 5 (12.50%) Customer Requirements
7 5 (12.50%) Software Delivery
7 5 (12.50%) Stakeholder Engagement
8 4 (10.00%) Mentoring
8 4 (10.00%) Process Improvement
Programming Languages
1 17 (42.50%) C#
2 11 (27.50%) SQL
3 10 (25.00%) JavaScript
4 9 (22.50%) Java
5 8 (20.00%) C++
6 6 (15.00%) Python
7 5 (12.50%) Bash Shell
7 5 (12.50%) PowerShell
8 2 (5.00%) C
8 2 (5.00%) Go
8 2 (5.00%) Haskell
8 2 (5.00%) Scala
9 1 (2.50%) Erlang
9 1 (2.50%) Groovy
9 1 (2.50%) PHP
9 1 (2.50%) Ruby
Qualifications
1 1 (2.50%) Degree
1 1 (2.50%) PhD
Quality Assurance & Compliance
1 6 (15.00%) QA
System Software
1 9 (22.50%) Docker
2 1 (2.50%) Active Directory
2 1 (2.50%) Apache ZooKeeper
Systems Management
1 7 (17.50%) Ansible
2 5 (12.50%) Grafana
2 5 (12.50%) Kibana
2 5 (12.50%) logstash
3 2 (5.00%) Puppet
4 1 (2.50%) Cisco CUCM
4 1 (2.50%) Kubernetes
4 1 (2.50%) Mesos
Vendors
1 12 (30.00%) Microsoft
2 5 (12.50%) TOWER Software
3 2 (5.00%) Adobe
3 2 (5.00%) Splunk
3 2 (5.00%) TIBCO
4 1 (2.50%) Apple
4 1 (2.50%) Atlassian
4 1 (2.50%) Avaloq
4 1 (2.50%) Cisco
4 1 (2.50%) Dell
4 1 (2.50%) Facebook
4 1 (2.50%) FNZ
4 1 (2.50%) Google
4 1 (2.50%) HP
4 1 (2.50%) Oracle
4 1 (2.50%) ServiceNow