Period
to 27 July 2021

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 27 July 2021 with a comparison to the same period over the previous 2 years.

Analytical Mindset
England > London
6 months to
27 Jul 2021
Same period 2020 Same period 2019
Rank 485 463 639
Rank change year-on-year -22 +176 -30
Permanent jobs citing Analytical Mindset 197 99 108
As % of all permanent jobs advertised in London 0.44% 0.34% 0.19%
As % of the Miscellaneous category 1.01% 0.87% 0.50%
Number of salaries quoted 83 64 82
10th Percentile £28,350 £40,000 £31,250
25th Percentile £36,250 £42,500 £37,500
Median annual salary (50th Percentile) £55,000 £53,500 £51,250
Median % change year-on-year +2.80% +4.39% -10.87%
75th Percentile £72,500 £72,500 £72,500
90th Percentile £84,000 £101,750 £80,000
England median annual salary £45,000 £45,500 £40,000
% change year-on-year -1.10% +13.75% -19.28%

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 19,596 11,364 21,517
As % of all permanent IT jobs advertised in London 43.61% 39.08% 37.22%
Number of salaries quoted 11,572 9,126 17,156
10th Percentile £42,500 £41,250 £36,250
25th Percentile £53,750 £52,500 £47,500
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% +4.00%
75th Percentile £92,500 £91,250 £85,000
90th Percentile £112,500 £115,000 £102,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

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 27 July 2021.

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 27 July 2021. 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
Job
Vacancies
Central London +11 25 £55,500 +11.00% 4
South London 0 8 £37,500 -44.44%
West London -25 3 £57,500 +49.58% 2
Analytical Mindset
England

For the 6 months to 27 July 2021, 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.

1 197 (100.00%) Analytical Skills
2 90 (45.69%) Agile Software Development
3 82 (41.62%) Finance
4 75 (38.07%) Problem-Solving
5 63 (31.98%) SQL
6 61 (30.96%) Social Skills
7 54 (27.41%) Degree
8 47 (23.86%) Scrum
9 43 (21.83%) Stakeholder Management
10 41 (20.81%) Java
10 41 (20.81%) Microsoft
10 41 (20.81%) Analytics
11 40 (20.30%) Software Engineering
12 38 (19.29%) Coaching
13 37 (18.78%) Business Intelligence
13 37 (18.78%) Service Delivery
14 35 (17.77%) Sony
14 35 (17.77%) Visual Studio
14 35 (17.77%) QA
14 35 (17.77%) Legacy Systems
15 34 (17.26%) AWS
16 32 (16.24%) Computer Science
16 32 (16.24%) Power Platform
16 32 (16.24%) Power BI
17 31 (15.74%) Computer Science Degree
18 30 (15.23%) Marketing
19 27 (13.71%) Go
20 26 (13.20%) PHP
20 26 (13.20%) MySQL
21 25 (12.69%) Git (software)

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 6 (3.05%) Confluence
2 2 (1.02%) Apache Spark
3 1 (0.51%) OpenStack
3 1 (0.51%) SharePoint
3 1 (0.51%) SharePoint 2010
Applications
1 22 (11.17%) Microsoft Excel
2 14 (7.11%) Microsoft Office
3 7 (3.55%) Microsoft PowerPoint
4 3 (1.52%) MS Visio
5 2 (1.02%) Gephi
5 2 (1.02%) Microsoft Project
Business Applications
1 5 (2.54%) SAP ERP
2 3 (1.52%) WebTrends
3 2 (1.02%) Distributed Ledger
4 1 (0.51%) Cloudability
4 1 (0.51%) Dynamics CRM
4 1 (0.51%) Elite 3E
Cloud Services
1 34 (17.26%) AWS
2 32 (16.24%) Power Platform
3 20 (10.15%) Force.com
3 20 (10.15%) Salesforce Sales Cloud
3 20 (10.15%) Salesforce Service Cloud
4 17 (8.63%) AWS Lambda
4 17 (8.63%) Serverless
5 12 (6.09%) Azure
5 12 (6.09%) SaaS
6 8 (4.06%) Google Analytics
7 7 (3.55%) GCP
7 7 (3.55%) GitHub
8 6 (3.05%) Google Data Studio
8 6 (3.05%) Slack
9 5 (2.54%) Collibra
10 4 (2.03%) Microsoft 365
11 2 (1.02%) Cloud Computing
11 2 (1.02%) IaaS
11 2 (1.02%) Snowflake
12 1 (0.51%) DigitalOcean
Communications & Networking
1 8 (4.06%) VPN
2 6 (3.05%) Wireless
3 2 (1.02%) DNS
3 2 (1.02%) Ethernet
3 2 (1.02%) Firewall
3 2 (1.02%) HTTP
3 2 (1.02%) Intrusion Detection
3 2 (1.02%) MPLS
3 2 (1.02%) SSL
4 1 (0.51%) Broadband
Database & Business Intelligence
1 32 (16.24%) Power BI
2 26 (13.20%) MySQL
3 19 (9.64%) Data Warehouse
4 16 (8.12%) SQL Server
5 13 (6.60%) Tableau
6 11 (5.58%) NoSQL
6 11 (5.58%) SQL Server Reporting Services
7 10 (5.08%) Data Mining
8 8 (4.06%) SQL Server 2016
9 6 (3.05%) Microsoft Analysis Services
9 6 (3.05%) SQL Server Analysis Services
10 5 (2.54%) Big Data
11 3 (1.52%) Amazon Redshift
11 3 (1.52%) RDBMS
11 3 (1.52%) Relational Database
12 2 (1.02%) Apache Hive
12 2 (1.02%) BusinessObjects
12 2 (1.02%) GIS
12 2 (1.02%) Impala
12 2 (1.02%) Text Mining
Development Applications
1 35 (17.77%) Visual Studio
2 25 (12.69%) Git (software)
3 20 (10.15%) Eclipse
4 10 (5.08%) Bitbucket
4 10 (5.08%) Jenkins
5 9 (4.57%) JIRA
6 8 (4.06%) Cucumber
6 8 (4.06%) Maven
7 6 (3.05%) NUnit
7 6 (3.05%) Postman
7 6 (3.05%) Team Foundation Server
8 3 (1.52%) Dreamweaver
9 2 (1.02%) Bitbucket Server
9 2 (1.02%) git-flow
9 2 (1.02%) SQL Server Management Studio (SSMS)
10 1 (0.51%) GitLab
10 1 (0.51%) JMeter
10 1 (0.51%) LoadRunner
10 1 (0.51%) NeoLoad
10 1 (0.51%) Visual Website Optimizer
General
1 197 (100.00%) Analytical Skills
2 82 (41.62%) Finance
3 61 (30.96%) Social Skills
4 30 (15.23%) Marketing
5 17 (8.63%) Presentation Skills
6 14 (7.11%) Advertising
6 14 (7.11%) Legal
7 10 (5.08%) Financial Institution
8 9 (4.57%) French Language
9 6 (3.05%) Banking
10 5 (2.54%) Organisational Skills
11 4 (2.03%) Games
12 3 (1.52%) Billing
12 3 (1.52%) Brand Awareness
12 3 (1.52%) Pharmaceutical
12 3 (1.52%) Publishing
12 3 (1.52%) Retail
13 2 (1.02%) Law
13 2 (1.02%) Manufacturing
13 2 (1.02%) Public Speaking
Job Titles
1 33 (16.75%) Analyst
2 26 (13.20%) Developer
3 20 (10.15%) Administrator
3 20 (10.15%) Salesforce Administrator
3 20 (10.15%) Senior Salesforce Administrator
4 13 (6.60%) Data Analyst
5 12 (6.09%) Consultant
6 10 (5.08%) Business Intelligence Developer
7 8 (4.06%) Report Writer
8 7 (3.55%) Architect
8 7 (3.55%) Business Analyst
9 6 (3.05%) .NET Developer
9 6 (3.05%) C# .NET Developer
9 6 (3.05%) C# Developer
9 6 (3.05%) Service Analyst
9 6 (3.05%) Service Desk Analyst
10 5 (2.54%) QA Engineer
10 5 (2.54%) Senior Analyst
11 3 (1.52%) Marketing Manager
11 3 (1.52%) Operations Analyst
Libraries, Frameworks & Software Standards
1 20 (10.15%) React
2 18 (9.14%) Redux
3 17 (8.63%) Node.js
4 14 (7.11%) REST
5 9 (4.57%) .NET
5 9 (4.57%) MDX
5 9 (4.57%) React Native
6 8 (4.06%) Spring
7 7 (3.55%) RESTful
8 6 (3.05%) .NET Framework
8 6 (3.05%) Entity Framework
8 6 (3.05%) OAuth
8 6 (3.05%) XML
8 6 (3.05%) XSLT
9 4 (2.03%) CSS
9 4 (2.03%) Kafka
10 3 (1.52%) COM
10 3 (1.52%) HTML
11 2 (1.02%) Elastic Stack
11 2 (1.02%) FIX Protocol
Miscellaneous
1 35 (17.77%) Legacy Systems
2 17 (8.63%) User Experience
3 14 (7.11%) Self-Motivation
4 9 (4.57%) Hedge funds
4 9 (4.57%) Mobile App
5 6 (3.05%) Data Structures
6 4 (2.03%) Social Media
7 3 (1.52%) Algorithms
7 3 (1.52%) Enterprise Software
7 3 (1.52%) Management Information System
7 3 (1.52%) Online Banking
8 2 (1.02%) Cyber Kill Chain
8 2 (1.02%) Foreign Exchange (FX)
8 2 (1.02%) iPad
8 2 (1.02%) Public Cloud
8 2 (1.02%) Virtual Team
9 1 (0.51%) Driving Licence
9 1 (0.51%) Enterprise Cloud
9 1 (0.51%) Enterprise Storage
9 1 (0.51%) Greenfield Project
Operating Systems
1 8 (4.06%) Android
1 8 (4.06%) Apple iOS
2 7 (3.55%) Windows
3 6 (3.05%) Linux
3 6 (3.05%) Windows 10
3 6 (3.05%) Windows 7
4 1 (0.51%) Unix
Processes & Methodologies
1 90 (45.69%) Agile Software Development
2 75 (38.07%) Problem-Solving
3 47 (23.86%) Scrum
4 43 (21.83%) Stakeholder Management
5 41 (20.81%) Analytics
6 40 (20.30%) Software Engineering
7 38 (19.29%) Coaching
8 37 (18.78%) Business Intelligence
8 37 (18.78%) Service Delivery
9 32 (16.24%) Computer Science
10 24 (12.18%) Analytical Thinking
10 24 (12.18%) Mentoring
11 22 (11.17%) Requirements Gathering
11 22 (11.17%) User Stories
12 21 (10.66%) Strategic Thinking
13 20 (10.15%) Sprint Planning
13 20 (10.15%) User Acceptance Testing
14 19 (9.64%) Data Modelling
15 17 (8.63%) Kanban
16 16 (8.12%) Microservices
Programming Languages
1 63 (31.98%) SQL
2 41 (20.81%) Java
3 27 (13.71%) Go
4 26 (13.20%) PHP
5 24 (12.18%) Python
6 22 (11.17%) JavaScript
7 20 (10.15%) Apex Code
8 18 (9.14%) TypeScript
9 17 (8.63%) T-SQL
10 11 (5.58%) C
11 9 (4.57%) Data Analysis Expressions (DAX)
12 7 (3.55%) C#
13 6 (3.05%) VBA
14 3 (1.52%) Bash Shell
14 3 (1.52%) C++
14 3 (1.52%) Scala
15 2 (1.02%) Kotlin
15 2 (1.02%) Perl
15 2 (1.02%) R
16 1 (0.51%) PowerShell
Qualifications
1 54 (27.41%) Degree
2 31 (15.74%) Computer Science Degree
3 6 (3.05%) ISEB
3 6 (3.05%) ISTQB
3 6 (3.05%) ISTQB Foundation Certification
4 3 (1.52%) Master's Degree
4 3 (1.52%) Microsoft Certification
4 3 (1.52%) Security Cleared
5 2 (1.02%) AWS Certification
5 2 (1.02%) CCNA
5 2 (1.02%) CEH
5 2 (1.02%) Cisco Certification
5 2 (1.02%) CISSP
5 2 (1.02%) CompTIA Security+
5 2 (1.02%) DV Cleared
5 2 (1.02%) GIAC
5 2 (1.02%) MCSE
5 2 (1.02%) Network+ Certification
5 2 (1.02%) SANS
5 2 (1.02%) SSCP
Quality Assurance & Compliance
1 35 (17.77%) QA
2 23 (11.68%) GDPR
3 15 (7.61%) Data Quality
4 6 (3.05%) SLA
5 4 (2.03%) ISO/IEC 27001
6 1 (0.51%) ISO 20022
6 1 (0.51%) PCI DSS
6 1 (0.51%) Sarbanes-Oxley
System Software
1 21 (10.66%) Docker
2 2 (1.02%) Apache Flume
3 1 (0.51%) Xen
Systems Management
1 14 (7.11%) Kubernetes
2 4 (2.03%) Ansible
3 3 (1.52%) Terraform
4 2 (1.02%) Kibana
4 2 (1.02%) Oozie
4 2 (1.02%) Opscode Chef
4 2 (1.02%) Puppet
5 1 (0.51%) Istio
5 1 (0.51%) Salt
Vendors
1 41 (20.81%) Microsoft
2 35 (17.77%) Sony
3 20 (10.15%) Adobe
3 20 (10.15%) Conga
3 20 (10.15%) Salesforce.com
4 12 (6.09%) Google
5 8 (4.06%) Atlassian
5 8 (4.06%) Facebook
6 7 (3.55%) SAP
6 7 (3.55%) ServiceNow
7 5 (2.54%) PeopleSoft
7 5 (2.54%) Twitter
8 3 (1.52%) Splunk
9 2 (1.02%) Alteryx
9 2 (1.02%) BT
9 2 (1.02%) Cadence
9 2 (1.02%) Confluent
9 2 (1.02%) Oracle
10 1 (0.51%) Reuters
10 1 (0.51%) VMware