Period
to

The table below looks at the prevalence of the term Analytical Mindset in permanent job vacancies advertised in England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Mindset over the 6 months to 24 May 2022 with a comparison to the same period over the previous 2 years.

Analytical Mindset
UK > England
6 months to
24 May 2022
Same period 2021 Same period 2020
Rank 718 618 710
Rank change year-on-year -100 +92 +109
Permanent jobs citing Analytical Mindset 458 247 176
As % of all permanent jobs advertised in England 0.33% 0.30% 0.21%
As % of the Miscellaneous category 0.74% 0.79% 0.57%
Number of salaries quoted 196 177 143
10th Percentile £28,750 £29,250 £24,150
25th Percentile £38,688 £32,750 £36,250
Median annual salary (50th Percentile) £50,500 £45,000 £45,000
Median % change year-on-year +12.22% - +12.50%
75th Percentile £60,000 £63,750 £70,000
90th Percentile £78,750 £75,000 £100,000
UK median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +12.50%

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

All Generic Skills
England
Permanent vacancies with a requirement for generic IT skills 61,645 31,320 30,989
As % of all permanent IT jobs advertised in England 44.73% 38.41% 36.21%
Number of salaries quoted 28,978 21,464 24,533
10th Percentile £33,986 £32,500 £31,500
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £62,500 £57,500 £57,500
Median % change year-on-year +8.70% - +4.55%
75th Percentile £85,000 £77,500 £77,500
90th Percentile £104,806 £96,250 £97,500
UK median annual salary £62,000 £57,500 £55,000
% change year-on-year +7.83% +4.55% +0.92%

Analytical Mindset
Job Vacancy Trend in England

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

Job vacancy trend for Analytical Mindset in England

Analytical Mindset
Salary Trend in England

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

Salary trend for Analytical Mindset in England

Analytical Mindset
Salary Histogram in England

Salary distribution for jobs citing Analytical Mindset in England over the 6 months to 24 May 2022.

Salary histogram for Analytical Mindset in England

Analytical Mindset
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Mindset within the England region over the 6 months to 24 May 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
London -113 267 £55,000 - 9
South East -76 48 £47,750 +6.11% 5
North of England -64 46 £45,000 +20.00% 5
Midlands -54 42 £50,000 +11.11% 1
East Midlands -2 28 £52,500 +5.00%
East of England -74 27 £51,250 -6.82% 3
North West -63 25 £50,000 +33.33% 2
South West -31 24 £38,500 +10.00% 6
Yorkshire -36 20 £40,750 -9.44% 3
West Midlands -69 14 £42,500 -5.56% 1
North East - 1 £51,000 -
Analytical Mindset
UK

For the 6 months to 24 May 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 England region with a requirement for Analytical Mindset.

1 456 (99.56%) Analytical Skills
2 246 (53.71%) Social Skills
3 207 (45.20%) Finance
4 181 (39.52%) Problem-Solving
5 161 (35.15%) Agile
6 142 (31.00%) SQL
7 112 (24.45%) Scrum
8 106 (23.14%) Analytics
9 100 (21.83%) Degree
10 92 (20.09%) CI/CD
11 79 (17.25%) Computer Science
11 79 (17.25%) Python
12 78 (17.03%) JavaScript
13 73 (15.94%) Java
14 68 (14.85%) C#
14 68 (14.85%) User Experience
15 65 (14.19%) Software Engineering
16 63 (13.76%) Project Management
16 63 (13.76%) SaaS
17 62 (13.54%) Machine Learning
18 60 (13.10%) QA
18 60 (13.10%) Microsoft
19 59 (12.88%) Kanban
19 59 (12.88%) AWS
20 53 (11.57%) Banking
20 53 (11.57%) REST
21 52 (11.35%) Test Automation
22 51 (11.14%) Git (software)
22 51 (11.14%) Marketing
23 50 (10.92%) React

Analytical Mindset
Co-occurring IT Skills in England 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 26 (5.68%) Headless CMS
2 21 (4.59%) CMS
2 21 (4.59%) Jupyter
2 21 (4.59%) SAS
3 6 (1.31%) WordPress
4 4 (0.87%) ArcGIS
4 4 (0.87%) Confluence
5 3 (0.66%) Apache Spark
6 2 (0.44%) Umbraco
7 1 (0.22%) EPiServer
7 1 (0.22%) Ethereum
7 1 (0.22%) Hyperledger
7 1 (0.22%) SharePoint
7 1 (0.22%) Sitecore CMS
7 1 (0.22%) Sitefinity
Applications
1 38 (8.30%) Microsoft Office
2 33 (7.21%) Microsoft Excel
3 26 (5.68%) Chatbot
4 12 (2.62%) Adobe Creative Suite
5 9 (1.97%) Adobe After Effects
6 8 (1.75%) Microsoft PowerPoint
7 4 (0.87%) Spreadsheet
8 3 (0.66%) Microsoft Project
9 2 (0.44%) SPSS
Business Applications
1 36 (7.86%) NetSuite
2 9 (1.97%) SAP Business One
3 5 (1.09%) Oracle Financials
4 1 (0.22%) Distributed Ledger
4 1 (0.22%) Dynamics AX
4 1 (0.22%) Dynamics CRM
4 1 (0.22%) Dynamics NAV
4 1 (0.22%) IBM Planning Analytics
4 1 (0.22%) R3 Corda
4 1 (0.22%) Shopify
4 1 (0.22%) Summit
Cloud Services
1 63 (13.76%) SaaS
2 59 (12.88%) AWS
3 44 (9.61%) Azure
4 38 (8.30%) Power Platform
4 38 (8.30%) Serverless
5 34 (7.42%) GCP
6 26 (5.68%) Amazon Alexa
6 26 (5.68%) npm
6 26 (5.68%) Slack
7 12 (2.62%) Figma
7 12 (2.62%) Microsoft 365
8 9 (1.97%) Adobe Analytics
8 9 (1.97%) Google Analytics
9 6 (1.31%) GitHub
10 5 (1.09%) Amazon ECS
10 5 (1.09%) Amazon ELB
10 5 (1.09%) AWS Lambda
10 5 (1.09%) Azure Active Directory
10 5 (1.09%) PaaS
10 5 (1.09%) Route 53
Communications & Networking
1 11 (2.40%) VPN
2 7 (1.53%) DNS
2 7 (1.53%) Wireless
3 6 (1.31%) HTTP
3 6 (1.31%) SSL
4 5 (1.09%) DHCP
4 5 (1.09%) Firewall
5 4 (0.87%) 3G
5 4 (0.87%) LAN
6 2 (0.44%) Internet
6 2 (0.44%) Network Security
6 2 (0.44%) RFID
6 2 (0.44%) SMTP
6 2 (0.44%) VoIP
6 2 (0.44%) WAN
6 2 (0.44%) WebEx
7 1 (0.22%) Broadband
7 1 (0.22%) FTP
7 1 (0.22%) Intrusion Detection
Database & Business Intelligence
1 40 (8.73%) SQL Server
2 38 (8.30%) Power BI
3 27 (5.90%) NoSQL
4 13 (2.84%) MySQL
4 13 (2.84%) Tableau
5 11 (2.40%) Data Warehouse
6 7 (1.53%) PostgreSQL
6 7 (1.53%) Qlik Sense
6 7 (1.53%) QlikView
7 5 (1.09%) SQL Server Integration Services
7 5 (1.09%) SQL Server Reporting Services
8 4 (0.87%) Amazon DynamoDB
8 4 (0.87%) Amazon RDS
8 4 (0.87%) Crystal Reports
8 4 (0.87%) Data Mining
8 4 (0.87%) Geospatial Data
8 4 (0.87%) GIS
8 4 (0.87%) QGIS
8 4 (0.87%) Spatial Data
8 4 (0.87%) SQL Server Analysis Services
Development Applications
1 51 (11.14%) Git (software)
2 47 (10.26%) Jenkins
3 27 (5.90%) JIRA
3 27 (5.90%) Postman
4 20 (4.37%) Gradle
4 20 (4.37%) JUnit
4 20 (4.37%) Maven
4 20 (4.37%) Mocha
4 20 (4.37%) Mockito
4 20 (4.37%) TestNG
4 20 (4.37%) webpack
5 19 (4.15%) Visual Studio
6 18 (3.93%) TeamCity
7 13 (2.84%) Appium
8 6 (1.31%) Bitbucket
9 5 (1.09%) Selenium
9 5 (1.09%) SpecFlow
10 4 (0.87%) CircleCI
10 4 (0.87%) Cypress.io
10 4 (0.87%) JMeter
General
1 456 (99.56%) Analytical Skills
2 246 (53.71%) Social Skills
3 207 (45.20%) Finance
4 53 (11.57%) Banking
5 51 (11.14%) Marketing
6 40 (8.73%) Games
7 26 (5.68%) Influencing Skills
8 25 (5.46%) Organisational Skills
9 21 (4.59%) Inclusion and Diversity
10 18 (3.93%) Law
11 17 (3.71%) Legal
12 14 (3.06%) Publishing
13 12 (2.62%) German Language
13 12 (2.62%) Presentation Skills
13 12 (2.62%) Retail
14 9 (1.97%) Financial Institution
15 8 (1.75%) Public Sector
16 6 (1.31%) Automotive
17 5 (1.09%) Pharmaceutical
18 4 (0.87%) Billing
Job Titles
1 118 (25.76%) Analyst
2 56 (12.23%) Developer
3 38 (8.30%) Administrator
4 36 (7.86%) Software Engineer
5 30 (6.55%) Systems Administrator
6 28 (6.11%) Test Engineer
7 27 (5.90%) Business Analyst
8 25 (5.46%) QA Engineer
9 23 (5.02%) .NET Developer
9 23 (5.02%) Software Test Engineer
10 21 (4.59%) Senior Developer
11 20 (4.37%) Performance Engineer
11 20 (4.37%) Performance Test Engineer
11 20 (4.37%) Principal Engineer
11 20 (4.37%) Principal Software Engineer
12 19 (4.15%) Credit Analyst
12 19 (4.15%) Senior .NET Developer
13 16 (3.49%) Tester
14 15 (3.28%) Project Manager
15 14 (3.06%) Risk Analyst
Libraries, Frameworks & Software Standards
1 53 (11.57%) REST
2 50 (10.92%) React
3 47 (10.26%) Node.js
4 43 (9.39%) .NET
5 42 (9.17%) XML
6 35 (7.64%) AngularJS
7 27 (5.90%) GraphQL
8 26 (5.68%) HTML
9 25 (5.46%) CSS
9 25 (5.46%) Spring
9 25 (5.46%) Spring Boot
10 23 (5.02%) JSON
11 22 (4.80%) jQuery
12 20 (4.37%) Jest
13 18 (3.93%) .NET Framework
13 18 (3.93%) ASP.NET Web API
13 18 (3.93%) Entity Framework
14 7 (1.53%) ASP.NET
14 7 (1.53%) J2EE
14 7 (1.53%) React Native
Miscellaneous
1 68 (14.85%) User Experience
2 34 (7.42%) Mobile App
3 29 (6.33%) Data Structures
4 24 (5.24%) Credit Risk
5 21 (4.59%) Smartphone
6 18 (3.93%) Self-Motivation
7 15 (3.28%) Social Media
7 15 (3.28%) Virtual Team
8 13 (2.84%) Legacy Systems
8 13 (2.84%) Management Information System
9 10 (2.18%) Blockchain
9 10 (2.18%) Cloud Native
9 10 (2.18%) Hedge funds
10 8 (1.75%) Blog
11 7 (1.53%) Graphic Design
12 6 (1.31%) FMCG
12 6 (1.31%) PMI
13 5 (1.09%) PKI
13 5 (1.09%) Public Cloud
14 4 (0.87%) Driving Licence
Operating Systems
1 42 (9.17%) Android
2 41 (8.95%) Apple iOS
3 23 (5.02%) Windows
4 17 (3.71%) Linux
5 10 (2.18%) Windows 7
6 9 (1.97%) Windows 10
7 2 (0.44%) Mac OS
7 2 (0.44%) tvOS
7 2 (0.44%) Unix
8 1 (0.22%) Windows Server 2008
8 1 (0.22%) Windows Server 2016
Processes & Methodologies
1 181 (39.52%) Problem-Solving
2 161 (35.15%) Agile
3 112 (24.45%) Scrum
4 106 (23.14%) Analytics
5 92 (20.09%) CI/CD
6 79 (17.25%) Computer Science
7 65 (14.19%) Software Engineering
8 63 (13.76%) Project Management
9 62 (13.54%) Machine Learning
10 59 (12.88%) Kanban
11 52 (11.35%) Test Automation
12 50 (10.92%) Project Delivery
13 49 (10.70%) Fintech
14 47 (10.26%) ERP
14 47 (10.26%) Microservices
15 46 (10.04%) CRM
16 44 (9.61%) Change Management
16 44 (9.61%) Stakeholder Management
17 43 (9.39%) ITIL
18 41 (8.95%) Business Intelligence
Programming Languages
1 142 (31.00%) SQL
2 79 (17.25%) Python
3 78 (17.03%) JavaScript
4 73 (15.94%) Java
5 68 (14.85%) C#
6 32 (6.99%) TypeScript
7 26 (5.68%) ES6
8 17 (3.71%) C
9 9 (1.97%) C++
9 9 (1.97%) R
10 7 (1.53%) VBA
11 6 (1.31%) PowerShell
11 6 (1.31%) Ruby
12 4 (0.87%) Go
13 3 (0.66%) T-SQL
14 1 (0.22%) Bash
14 1 (0.22%) Perl
14 1 (0.22%) PHP
14 1 (0.22%) Shell Script
Qualifications
1 100 (21.83%) Degree
2 38 (8.30%) Computer Science Degree
3 14 (3.06%) CCA
4 10 (2.18%) ISTQB
4 10 (2.18%) Security Cleared
5 7 (1.53%) PMI Certification
6 6 (1.31%) Master's Degree
7 5 (1.09%) PMP
8 4 (0.87%) CBAP
8 4 (0.87%) PRINCE2 Certification
9 3 (0.66%) BPSS Clearance
9 3 (0.66%) PRINCE2 Practitioner
9 3 (0.66%) SC Cleared
10 2 (0.44%) ISEB
10 2 (0.44%) ITIL Foundation Certificate
10 2 (0.44%) Numerate Degree
11 1 (0.22%) ACCA
11 1 (0.22%) ITIL Certification
11 1 (0.22%) MBA
11 1 (0.22%) PhD
Quality Assurance & Compliance
1 60 (13.10%) QA
2 13 (2.84%) GDPR
3 11 (2.40%) PMO
3 11 (2.40%) SLA
4 6 (1.31%) Accessibility
4 6 (1.31%) ISO/IEC 27001
5 5 (1.09%) CDISC
6 3 (0.66%) GAAP
7 2 (0.44%) NIST
7 2 (0.44%) PCI DSS
8 1 (0.22%) Data Quality
8 1 (0.22%) GRC
8 1 (0.22%) ISO 9001
8 1 (0.22%) NCSC
System Software
1 12 (2.62%) Active Directory
1 12 (2.62%) Docker
2 5 (1.09%) Citrix Hypervisor
2 5 (1.09%) Hyper-V
2 5 (1.09%) VMware Infrastructure
3 4 (0.87%) Virtual Desktop
Systems Management
1 9 (1.97%) Autotask
2 7 (1.53%) Ansible
3 6 (1.31%) Kubernetes
3 6 (1.31%) Terraform
4 5 (1.09%) Puppet
4 5 (1.09%) Single Sign-On
5 2 (0.44%) HP ALM
5 2 (0.44%) HP Quality Center
5 2 (0.44%) Jamf Pro
5 2 (0.44%) Opscode Chef
5 2 (0.44%) SCCM
Vendors
1 60 (13.10%) Microsoft
2 21 (4.59%) Adobe
3 16 (3.49%) Google
4 15 (3.28%) Salesforce.com
5 13 (2.84%) Sun
6 11 (2.40%) SAP
7 10 (2.18%) Atlassian
7 10 (2.18%) ServiceNow
8 9 (1.97%) HubSpot
8 9 (1.97%) Palantir
9 8 (1.75%) Tealium
10 6 (1.31%) Oracle
11 5 (1.09%) Bloomberg
11 5 (1.09%) Reuters
11 5 (1.09%) VMware
11 5 (1.09%) YouTube
12 4 (0.87%) Splunk
13 3 (0.66%) Alteryx
13 3 (0.66%) Foundry
13 3 (0.66%) Planview