Period
to 21 January 2022

The table below looks at the prevalence of the term Analytical Mindset in permanent job vacancies advertised in London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Mindset over the 6 months to 21 January 2022 with a comparison to the same period over the previous 2 years.

Analytical Mindset
England > London
6 months to
21 Jan 2022
Same period 2021 Same period 2020
Rank 572 463 643
Rank change year-on-year -109 +180 -31
Permanent jobs citing Analytical Mindset 173 48 103
As % of all permanent jobs advertised in London 0.34% 0.20% 0.20%
As % of the Miscellaneous category 0.78% 0.52% 0.52%
Number of salaries quoted 108 40 88
10th Percentile £31,250 £41,175 £32,500
25th Percentile £42,188 £43,438 £39,688
Median annual salary (50th Percentile) £55,000 £57,500 £55,000
Median % change year-on-year -4.35% +4.55% -6.38%
75th Percentile £85,000 £77,500 £81,250
90th Percentile £95,000 £91,250 £100,000
England median annual salary £47,500 £52,500 £44,500
% change year-on-year -9.52% +17.98% -1.11%

Analytical Mindset is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for generic IT skills.

All Generic IT Skills
London
Permanent vacancies with a requirement for generic IT skills 22,137 9,250 19,738
As % of all permanent IT jobs advertised in London 43.57% 38.61% 38.40%
Number of salaries quoted 13,586 7,795 15,587
10th Percentile £42,500 £43,552 £36,500
25th Percentile £55,000 £55,000 £50,000
Median annual salary (50th Percentile) £75,000 £70,000 £67,500
Median % change year-on-year +7.14% +3.70% +3.85%
75th Percentile £95,000 £90,000 £87,500
90th Percentile £117,500 £112,500 £115,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Analytical Mindset
Job Vacancy Trend in London

Job postings citing Analytical Mindset as a proportion of all IT jobs advertised in London.

Job vacancy trend for Analytical Mindset in London

Analytical Mindset
Salary Trend in London

3-month moving average salary quoted in jobs citing Analytical Mindset in London.

Salary trend for Analytical Mindset in London

Analytical Mindset
Salary Histogram in London

Salary distribution for jobs citing Analytical Mindset in London over the 6 months to 21 January 2022.

Salary histogram for Analytical Mindset in London

Analytical Mindset
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Mindset within the London region over the 6 months to 21 January 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Central London -16 34 £55,000 +4.76% 8
West London - 6 £53,750 - 1
South London -14 2 £42,500 -29.17%
Analytical Mindset
England

For the 6 months to 21 January 2022, IT jobs citing Analytical Mindset 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 London region with a requirement for Analytical Mindset.

1 173 (100.00%) Analytical Skills
2 66 (38.15%) Agile Software Development
3 63 (36.42%) Social Skills
4 50 (28.90%) SQL
5 47 (27.17%) Finance
6 41 (23.70%) Stakeholder Management
7 40 (23.12%) Problem-Solving
8 38 (21.97%) Analytics
8 38 (21.97%) Degree
9 33 (19.08%) Software Engineering
10 32 (18.50%) AWS
10 32 (18.50%) JavaScript
11 31 (17.92%) CI/CD
12 29 (16.76%) Microsoft Excel
13 27 (15.61%) Scrum
13 27 (15.61%) Power Platform
14 26 (15.03%) Power BI
14 26 (15.03%) Python
15 25 (14.45%) Business Intelligence
15 25 (14.45%) QA
16 24 (13.87%) DevOps
16 24 (13.87%) React
17 23 (13.29%) User Experience
17 23 (13.29%) TypeScript
18 22 (12.72%) Node.js
18 22 (12.72%) Serverless
18 22 (12.72%) SaaS
18 22 (12.72%) Microsoft
18 22 (12.72%) Java
19 21 (12.14%) Business Analysis

Analytical Mindset
Co-occurring IT Skills in 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 10 (5.78%) CMS
2 7 (4.05%) Headless CMS
2 7 (4.05%) SharePoint
3 5 (2.89%) WordPress
4 3 (1.73%) Apache Airflow
4 3 (1.73%) Confluence
5 1 (0.58%) Jupyter
5 1 (0.58%) SAS
Applications
1 29 (16.76%) Microsoft Excel
2 20 (11.56%) Microsoft Office
3 10 (5.78%) Microsoft PowerPoint
4 7 (4.05%) Chatbot
5 2 (1.16%) Microsoft Project
5 2 (1.16%) Spreadsheet
6 1 (0.58%) MS Visio
Business Applications
1 2 (1.16%) NetSuite
2 1 (0.58%) Dynamics AX
2 1 (0.58%) Dynamics CRM
2 1 (0.58%) Summit
2 1 (0.58%) Workfront
Cloud Services
1 32 (18.50%) AWS
2 27 (15.61%) Power Platform
3 22 (12.72%) SaaS
3 22 (12.72%) Serverless
4 21 (12.14%) Azure
5 15 (8.67%) AWS Lambda
6 14 (8.09%) GCP
7 10 (5.78%) Amazon S3
7 10 (5.78%) AWS Step Functions
7 10 (5.78%) CloudFront
8 9 (5.20%) Dynamics 365
9 8 (4.62%) Force.com
9 8 (4.62%) Microsoft 365
9 8 (4.62%) Salesforce Sales Cloud
9 8 (4.62%) Salesforce Service Cloud
10 7 (4.05%) Amazon Alexa
10 7 (4.05%) npm
11 6 (3.47%) Basecamp
12 2 (1.16%) PaaS
13 1 (0.58%) Google Analytics
Communications & Networking
1 7 (4.05%) Firewall
2 6 (3.47%) VPN
2 6 (3.47%) Wireless
3 4 (2.31%) Broadband
4 1 (0.58%) RFID
Database & Business Intelligence
1 26 (15.03%) Power BI
2 18 (10.40%) Data Warehouse
3 16 (9.25%) MySQL
4 13 (7.51%) Tableau
5 11 (6.36%) NoSQL
6 10 (5.78%) Amazon DynamoDB
6 10 (5.78%) SQL Server
7 7 (4.05%) QlikView
7 7 (4.05%) Relational Database
8 5 (2.89%) Big Data
8 5 (2.89%) Qlik Sense
9 4 (2.31%) Data Mining
9 4 (2.31%) RDBMS
9 4 (2.31%) SQL Server 2016
10 3 (1.73%) PostgreSQL
10 3 (1.73%) SQL Server Integration Services
11 2 (1.16%) Data Lake
11 2 (1.16%) MongoDB
11 2 (1.16%) SQL Server Analysis Services
11 2 (1.16%) SQL Server Reporting Services
Development Applications
1 10 (5.78%) JIRA
2 9 (5.20%) Visual Studio
3 8 (4.62%) Eclipse
4 7 (4.05%) Gradle
4 7 (4.05%) Jenkins
4 7 (4.05%) JUnit
4 7 (4.05%) Maven
4 7 (4.05%) Mocha
4 7 (4.05%) Mockito
4 7 (4.05%) TestNG
4 7 (4.05%) webpack
5 6 (3.47%) Selenium
5 6 (3.47%) SpecFlow
6 5 (2.89%) Git (software)
6 5 (2.89%) Postman
7 4 (2.31%) Bitbucket
7 4 (2.31%) JMeter
8 3 (1.73%) GitLab
9 2 (1.16%) Cucumber
10 1 (0.58%) Cypress.io
General
1 173 (100.00%) Analytical Skills
2 63 (36.42%) Social Skills
3 47 (27.17%) Finance
4 20 (11.56%) Banking
5 16 (9.25%) Games
5 16 (9.25%) Organisational Skills
6 11 (6.36%) Legal
7 8 (4.62%) Influencing Skills
7 8 (4.62%) Law
7 8 (4.62%) Marketing
7 8 (4.62%) Retail
8 7 (4.05%) Financial Institution
8 7 (4.05%) Presentation Skills
9 6 (3.47%) Advertising
9 6 (3.47%) German Language
10 4 (2.31%) Inclusion and Diversity
11 2 (1.16%) French Language
11 2 (1.16%) Publishing
11 2 (1.16%) Retail Banking
11 2 (1.16%) Spanish Language
Job Titles
1 45 (26.01%) Analyst
2 17 (9.83%) Developer
3 11 (6.36%) Consultant
3 11 (6.36%) Data Analyst
4 10 (5.78%) Node.js Developer
5 8 (4.62%) Administrator
5 8 (4.62%) Salesforce Administrator
5 8 (4.62%) Senior Salesforce Administrator
5 8 (4.62%) Software Engineer
6 7 (4.05%) Banking Analyst
6 7 (4.05%) Cloud Engineer
6 7 (4.05%) Principal Engineer
6 7 (4.05%) Principal Software Engineer
6 7 (4.05%) Service Analyst
6 7 (4.05%) Systems Analyst
7 6 (3.47%) Automation Tester
7 6 (3.47%) Information Manager
7 6 (3.47%) QA Automation Tester
7 6 (3.47%) Service Desk Analyst
7 6 (3.47%) Systems Manager
Libraries, Frameworks & Software Standards
1 24 (13.87%) React
2 22 (12.72%) Node.js
3 13 (7.51%) REST
4 11 (6.36%) .NET
5 10 (5.78%) GraphQL
6 8 (4.62%) Spring
7 7 (4.05%) AngularJS
7 7 (4.05%) Jest
7 7 (4.05%) Spring Boot
8 5 (2.89%) Highcharts JS
8 5 (2.89%) Redux
9 4 (2.31%) Dapper ORM
10 3 (1.73%) CSS
10 3 (1.73%) HTML
10 3 (1.73%) RESTful
11 2 (1.16%) OLE
11 2 (1.16%) SOAP
11 2 (1.16%) Web Services
12 1 (0.58%) XML
Miscellaneous
1 23 (13.29%) User Experience
2 12 (6.94%) Data Structures
2 12 (6.94%) Management Information System
3 9 (5.20%) Legacy Systems
4 8 (4.62%) Hedge funds
5 7 (4.05%) Distributed Denial-of-Service
6 6 (3.47%) Algorithms
7 5 (2.89%) Mobile Banking
7 5 (2.89%) Online Banking
7 5 (2.89%) Self-Motivation
8 4 (2.31%) PMI
8 4 (2.31%) Social Media
9 2 (1.16%) Blog
9 2 (1.16%) Derivative
9 2 (1.16%) Reinsurance
9 2 (1.16%) Tandem
10 1 (0.58%) CMDB
10 1 (0.58%) Credit Derivative
10 1 (0.58%) Smartphone
10 1 (0.58%) Virtual Team
Operating Systems
1 7 (4.05%) Android
1 7 (4.05%) Apple iOS
1 7 (4.05%) Windows
2 6 (3.47%) Windows 10
2 6 (3.47%) Windows 7
3 4 (2.31%) Unix
4 1 (0.58%) Linux
Processes & Methodologies
1 66 (38.15%) Agile Software Development
2 41 (23.70%) Stakeholder Management
3 40 (23.12%) Problem-Solving
4 38 (21.97%) Analytics
5 33 (19.08%) Software Engineering
6 31 (17.92%) CI/CD
7 27 (15.61%) Scrum
8 25 (14.45%) Business Intelligence
9 24 (13.87%) DevOps
10 21 (12.14%) Business Analysis
10 21 (12.14%) Coaching
11 20 (11.56%) Migration
12 19 (10.98%) Computer Science
13 18 (10.40%) Requirements Gathering
13 18 (10.40%) User Acceptance Testing
14 17 (9.83%) Data Modelling
14 17 (9.83%) Machine Learning
14 17 (9.83%) Mentoring
15 15 (8.67%) Project Management
15 15 (8.67%) Strategic Thinking
Programming Languages
1 50 (28.90%) SQL
2 32 (18.50%) JavaScript
3 26 (15.03%) Python
4 23 (13.29%) TypeScript
5 22 (12.72%) Java
6 9 (5.20%) C#
6 9 (5.20%) VBA
7 8 (4.62%) Apex Code
7 8 (4.62%) Go
7 8 (4.62%) PHP
8 7 (4.05%) ES6
9 5 (2.89%) R
10 4 (2.31%) C
10 4 (2.31%) Shell Script
11 3 (1.73%) PL/SQL
11 3 (1.73%) Scala
11 3 (1.73%) T-SQL
12 2 (1.16%) Bash
12 2 (1.16%) Perl
12 2 (1.16%) PowerShell
Qualifications
1 38 (21.97%) Degree
2 15 (8.67%) Computer Science Degree
3 4 (2.31%) Master's Degree
3 4 (2.31%) PMI Certification
4 1 (0.58%) DBS Check
4 1 (0.58%) ITIL Certification
4 1 (0.58%) MBA
Quality Assurance & Compliance
1 25 (14.45%) QA
2 11 (6.36%) GDPR
3 6 (3.47%) Data Quality
3 6 (3.47%) SLA
4 1 (0.58%) Actionable Recommendations
4 1 (0.58%) GAAP
System Software
1 3 (1.73%) Docker
Systems Management
1 1 (0.58%) Kubernetes
Vendors
1 22 (12.72%) Microsoft
2 10 (5.78%) Adobe
2 10 (5.78%) Salesforce.com
3 8 (4.62%) Conga
3 8 (4.62%) Sony
4 7 (4.05%) ServiceNow
5 6 (3.47%) Oracle
6 5 (2.89%) Bloomberg
6 5 (2.89%) HubSpot
6 5 (2.89%) Reuters
7 4 (2.31%) Alteryx
7 4 (2.31%) Atlassian
8 3 (1.73%) Google
9 2 (1.16%) DataRobot
10 1 (0.58%) Cadence
10 1 (0.58%) JD Edwards
10 1 (0.58%) SAP
10 1 (0.58%) Workday