Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Analytical Thinking
Central London > City of London
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 318 309 297
Rank change year-on-year -9 -12 +83
Permanent jobs citing Analytical Thinking 33 27 86
As % of all permanent IT jobs advertised in the City of London 0.30% 0.27% 0.66%
As % of the Processes & Methodologies category 0.33% 0.29% 0.72%
Number of salaries quoted 19 25 69
City of London median annual salary £60,000 £65,000 £45,000
Median salary % change year-on-year -7.69% +44.44% -5.26%
10th Percentile £35,500 £46,000 £27,875
90th Percentile £95,000 £82,750 £67,500
Central London median annual salary £45,000 £58,750 £45,000
% change year-on-year -23.40% +30.56% -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 10,099 9,309 11,938
As % of all permanent IT jobs advertised in the City of London 92.35% 91.43% 91.81%
Number of salaries quoted 8,970 8,368 10,881
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £36,750 £35,250 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

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 15 August 2018.

Salary histogram for Analytical Thinking in the City of London

For the 6 months to 15 August 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 33 (100.00%) Analytical Skills
2 20 (60.61%) Agile Software Development
3 19 (57.58%) Finance
4 16 (48.48%) Problem-Solving
5 12 (36.36%) C#
5 12 (36.36%) Microsoft
6 11 (33.33%) SQL
6 11 (33.33%) Microsoft Azure
7 10 (30.30%) Banking
7 10 (30.30%) Investment Management
8 9 (27.27%) TDD
8 9 (27.27%) Asset Management
9 7 (21.21%) Scrum
9 7 (21.21%) Git (software)
10 6 (18.18%) Moq
10 6 (18.18%) NUnit
10 6 (18.18%) Business Analysis
10 6 (18.18%) User Stories
10 6 (18.18%) Customer Requirements
11 5 (15.15%) Self-Motivation
11 5 (15.15%) Continuous Improvement
11 5 (15.15%) DevOps
11 5 (15.15%) Coaching
11 5 (15.15%) User Experience
11 5 (15.15%) Fintech
11 5 (15.15%) Project Management
11 5 (15.15%) Enterprise Architecture
11 5 (15.15%) JIRA
11 5 (15.15%) Stakeholder Engagement
11 5 (15.15%) Continuous Integration

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 4 (12.12%) CMS
2 1 (3.03%) Apache Spark
2 1 (3.03%) Confluence
2 1 (3.03%) Elasticsearch
2 1 (3.03%) MS Exchange
Applications
1 1 (3.03%) Microsoft Office
Business Applications
1 1 (3.03%) Sonata
Cloud Services
1 11 (33.33%) Microsoft Azure
2 3 (9.09%) Amazon AWS
3 2 (6.06%) Amazon CloudWatch
3 2 (6.06%) Amazon S3
3 2 (6.06%) AWS CloudFormation
3 2 (6.06%) AWS CloudTrail
3 2 (6.06%) AWS Lambda
3 2 (6.06%) Serverless
3 2 (6.06%) Virtual Private Cloud
4 1 (3.03%) Azure Machine Learning
4 1 (3.03%) iTunes
4 1 (3.03%) Office 365
Communications & Networking
1 1 (3.03%) Skype
1 1 (3.03%) Telepresence
1 1 (3.03%) WebEx
Database & Business Intelligence
1 1 (3.03%) Amazon RDS
1 1 (3.03%) Amazon Redshift
1 1 (3.03%) CouchDB
1 1 (3.03%) Data Warehouse
1 1 (3.03%) MongoDB
1 1 (3.03%) MySQL
1 1 (3.03%) PostgreSQL
1 1 (3.03%) Power BI
1 1 (3.03%) RDBMS
1 1 (3.03%) Relational Database
1 1 (3.03%) Riak
1 1 (3.03%) SQL Server
1 1 (3.03%) SQL Server 2012
1 1 (3.03%) SQL Server Analysis Services
1 1 (3.03%) SQL Server Integration Services
1 1 (3.03%) SQL Server Reporting Services
Development Applications
1 7 (21.21%) Git (software)
2 6 (18.18%) Moq
2 6 (18.18%) NUnit
3 5 (15.15%) JIRA
4 2 (6.06%) JMeter
5 1 (3.03%) Axure RP
General
1 19 (57.58%) Finance
2 10 (30.30%) Banking
3 4 (12.12%) Back Office
3 4 (12.12%) Front Office
4 2 (6.06%) Legal
5 1 (3.03%) Financial Institution
5 1 (3.03%) Retail
5 1 (3.03%) Retail Banking
5 1 (3.03%) Telecoms
Job Titles
1 14 (42.42%) Analyst
2 10 (30.30%) Developer
3 9 (27.27%) C# Developer
4 6 (18.18%) Analyst Developer
4 6 (18.18%) SQL Analyst
4 6 (18.18%) SQL Developer
5 5 (15.15%) Architect
5 5 (15.15%) Business Analyst
6 4 (12.12%) Automation Architect
6 4 (12.12%) Digital Architect
6 4 (12.12%) Product Manager
6 4 (12.12%) Senior Architect
6 4 (12.12%) Senior Digital Architect
7 3 (9.09%) Business Consultant
7 3 (9.09%) Consultant
8 2 (6.06%) Lead Business Analyst
8 2 (6.06%) QA Engineer
8 2 (6.06%) Solutions Consultant
9 1 (3.03%) Designer
9 1 (3.03%) UX Designer
Libraries, Frameworks & Software Standards
1 3 (9.09%) RESTful
2 2 (6.06%) .NET
2 2 (6.06%) Kafka
2 2 (6.06%) Node.js
2 2 (6.06%) SOAP
3 1 (3.03%) AngularJS
3 1 (3.03%) ASP.NET
3 1 (3.03%) Hibernate
3 1 (3.03%) Middleware
3 1 (3.03%) RabbitMQ
3 1 (3.03%) Spring
3 1 (3.03%) Web Services
3 1 (3.03%) XMPP
Miscellaneous
1 33 (100.00%) Analytical Skills
2 5 (15.15%) Fintech
2 5 (15.15%) Self-Motivation
2 5 (15.15%) User Experience
3 4 (12.12%) Reinsurance
4 2 (6.06%) Mobile App
5 1 (3.03%) Analytical Mindset
5 1 (3.03%) CMDB
5 1 (3.03%) Enterprise Cloud
5 1 (3.03%) Hedge funds
5 1 (3.03%) iPad
5 1 (3.03%) iPhone
5 1 (3.03%) Management Information System
5 1 (3.03%) Video Conferencing
Operating Systems
1 1 (3.03%) Android
1 1 (3.03%) Mac OS X
1 1 (3.03%) Windows
1 1 (3.03%) Windows 10
1 1 (3.03%) Windows 7
Processes & Methodologies
1 20 (60.61%) Agile Software Development
2 16 (48.48%) Problem-Solving
3 10 (30.30%) Investment Management
4 9 (27.27%) Asset Management
4 9 (27.27%) TDD
5 7 (21.21%) Scrum
6 6 (18.18%) Business Analysis
6 6 (18.18%) Customer Requirements
6 6 (18.18%) User Stories
7 5 (15.15%) Coaching
7 5 (15.15%) Continuous Improvement
7 5 (15.15%) Continuous Integration
7 5 (15.15%) DevOps
7 5 (15.15%) Enterprise Architecture
7 5 (15.15%) Project Management
7 5 (15.15%) Stakeholder Engagement
8 4 (12.12%) Data Analysis
8 4 (12.12%) Mentoring
8 4 (12.12%) Process Improvement
8 4 (12.12%) Workflow
Programming Languages
1 12 (36.36%) C#
2 11 (33.33%) SQL
3 3 (9.09%) JavaScript
4 2 (6.06%) Go
4 2 (6.06%) Haskell
4 2 (6.06%) Java
4 2 (6.06%) Python
4 2 (6.06%) Scala
5 1 (3.03%) C++
5 1 (3.03%) Erlang
5 1 (3.03%) Groovy
5 1 (3.03%) PHP
5 1 (3.03%) R
5 1 (3.03%) Ruby
Qualifications
1 2 (6.06%) Degree
2 1 (3.03%) PhD
Quality Assurance & Compliance
1 4 (12.12%) QA
System Software
1 2 (6.06%) Docker
2 1 (3.03%) Active Directory
2 1 (3.03%) Apache ZooKeeper
Systems Management
1 1 (3.03%) Cisco CUCM
1 1 (3.03%) Kubernetes
1 1 (3.03%) Mesos
Vendors
1 12 (36.36%) Microsoft
2 2 (6.06%) Adobe
2 2 (6.06%) TIBCO
3 1 (3.03%) Alteryx
3 1 (3.03%) Apple
3 1 (3.03%) Atlassian
3 1 (3.03%) Cisco
3 1 (3.03%) Dell
3 1 (3.03%) Facebook
3 1 (3.03%) Google
3 1 (3.03%) HP
3 1 (3.03%) Oracle
3 1 (3.03%) ServiceNow
3 1 (3.03%) Tableau