Period
to 20 February 2020

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 20 February 2020 with a comparison to the same period over the previous 2 years.

Analytical Mindset
UK > England
6 months to
20 Feb 2020
Same period 2019 Same period 2018
Rank 759 802 861
Rank change year-on-year +43 +59 -72
Permanent jobs citing Analytical Mindset 214 297 315
As % of all permanent IT jobs advertised in England 0.19% 0.21% 0.19%
As % of the Miscellaneous category 0.48% 0.53% 0.49%
Number of salaries quoted 175 250 234
England median annual salary £44,500 £43,500 £52,500
Median salary % change year-on-year +2.30% -17.14% +31.25%
10th Percentile £25,450 £26,250 £19,000
90th Percentile £94,500 £83,875 £86,250
UK median annual salary £44,500 £42,500 £49,552
% change year-on-year +4.71% -14.23% +23.88%

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 England with a requirement for generic IT skills.

All Generic IT Skills
England
Permanent vacancies with a requirement for generic IT skills 44,360 55,998 64,127
As % of all permanent IT jobs advertised in England 38.79% 39.82% 38.76%
Number of salaries quoted 34,268 42,867 50,294
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £30,500 £30,000 £28,250
90th Percentile £95,000 £87,500 £82,500
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +1.01%

Analytical Mindset
Job Vacancy Trend in England

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

Job vacancy trend for Analytical Mindset in England

Analytical Mindset
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Mindset in England.

Salary trend for Analytical Mindset in England

Analytical Mindset
Salary Histogram in England

The salary distribution of IT jobs citing Analytical Mindset in England over the 6 months to 20 February 2020.

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 20 February 2020. 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
London +39 112 £55,000 -8.33% 21
North of England +46 37 £35,000 +9.38% 17
Midlands +25 19 £35,000 -12.50% 7
South East +44 17 £39,140 +11.83% 8
Yorkshire +36 17 £35,000 +7.69% 7
East of England +44 15 £45,000 +28.57% 7
West Midlands +14 14 £35,000 -12.50% 3
North West +47 12 £40,000 -5.88% 7
North East +9 8 £35,500 +26.79% 3
South West +27 7 £45,000 +12.50% 5
East Midlands +33 5 £25,000 -37.50% 4
Analytical Mindset
UK

For the 6 months to 20 February 2020, 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.

1 214 (100.00%) Analytical Skills
2 82 (38.32%) Problem-Solving
3 81 (37.85%) Agile Software Development
4 71 (33.18%) Finance
5 61 (28.50%) SQL
6 53 (24.77%) Degree
7 48 (22.43%) Scrum
8 46 (21.50%) Analytics
9 44 (20.56%) Computer Science
10 41 (19.16%) Python
10 41 (19.16%) Business Intelligence
11 36 (16.82%) JavaScript
12 31 (14.49%) Microsoft Excel
13 28 (13.08%) HTML
14 27 (12.62%) Visualisation
14 27 (12.62%) React
15 26 (12.15%) Tableau
16 25 (11.68%) Node.js
16 25 (11.68%) TypeScript
16 25 (11.68%) Marketing
17 24 (11.21%) AWS
18 22 (10.28%) Power BI
18 22 (10.28%) CSS
18 22 (10.28%) Power Platform
19 21 (9.81%) Greenfield Project
20 20 (9.35%) AngularJS
20 20 (9.35%) Mathematics
21 19 (8.88%) Git (software)
21 19 (8.88%) Machine Learning
21 19 (8.88%) Mentoring

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 11 (5.14%) CMS
2 9 (4.21%) Confluence
3 8 (3.74%) Apache Spark
4 4 (1.87%) Headless CMS
5 2 (0.93%) Adobe Experience Manager
5 2 (0.93%) Jupyter
5 2 (0.93%) SAS
6 1 (0.47%) Elasticsearch
6 1 (0.47%) SharePoint
6 1 (0.47%) SharePoint Server
Applications
1 31 (14.49%) Microsoft Excel
2 17 (7.94%) Microsoft Office
3 16 (7.48%) Microsoft PowerPoint
4 2 (0.93%) Adobe Creative Suite
4 2 (0.93%) Fireworks
4 2 (0.93%) Gephi
4 2 (0.93%) Microsoft Project
4 2 (0.93%) MS Visio
4 2 (0.93%) Photoshop
5 1 (0.47%) InVision
5 1 (0.47%) Marvel
5 1 (0.47%) Simulink
5 1 (0.47%) Sketch
Business Applications
1 9 (4.21%) Shopify
2 2 (0.93%) Dynamics CRM
3 1 (0.47%) Elite 3E
3 1 (0.47%) NetSuite
3 1 (0.47%) Summit
3 1 (0.47%) Unica
Cloud Services
1 24 (11.21%) AWS
2 22 (10.28%) Power Platform
3 14 (6.54%) Cloud Computing
4 13 (6.07%) Azure
4 13 (6.07%) Google Analytics
5 9 (4.21%) Force.com
6 7 (3.27%) Adobe Analytics
7 4 (1.87%) AWS Lambda
7 4 (1.87%) Azure Data Factory
7 4 (1.87%) Serverless
8 3 (1.40%) Azure Active Directory
9 2 (0.93%) Dynamics 365
9 2 (0.93%) GCP
9 2 (0.93%) GitHub
9 2 (0.93%) Kissmetrics
9 2 (0.93%) Office 365
9 2 (0.93%) SaaS
10 1 (0.47%) Amazon CloudWatch
10 1 (0.47%) Datadog
10 1 (0.47%) Google Tag Manager
Communications & Networking
1 6 (2.80%) Firewall
2 5 (2.34%) LAN
2 5 (2.34%) WAN
3 4 (1.87%) DNS
3 4 (1.87%) RTMP
4 3 (1.40%) Ethernet
4 3 (1.40%) HTTP
4 3 (1.40%) Intrusion Detection
4 3 (1.40%) MPLS
4 3 (1.40%) SSL
4 3 (1.40%) VoIP
4 3 (1.40%) VPN
5 2 (0.93%) RTP
5 2 (0.93%) Wireless
6 1 (0.47%) IP Telephony
6 1 (0.47%) SMS
Database & Business Intelligence
1 22 (10.28%) Power BI
2 15 (7.01%) Big Data
2 15 (7.01%) SQL Server
3 10 (4.67%) SQL Server Reporting Services
4 9 (4.21%) Data Warehouse
5 8 (3.74%) Relational Database
5 8 (3.74%) SQL Server Integration Services
6 7 (3.27%) Apache Hive
6 7 (3.27%) Impala
7 6 (2.80%) Data Lake
7 6 (2.80%) Qlik Sense
7 6 (2.80%) QlikView
8 5 (2.34%) Data Mining
9 4 (1.87%) BusinessObjects
9 4 (1.87%) MySQL
9 4 (1.87%) SQL Server Analysis Services
10 3 (1.40%) Azure SQL Data Warehouse
10 3 (1.40%) PostgreSQL
10 3 (1.40%) SQL Server 2005
11 2 (0.93%) BigQuery
Development Applications
1 19 (8.88%) Git (software)
2 18 (8.41%) webpack
3 16 (7.48%) JIRA
4 14 (6.54%) Grunt
5 11 (5.14%) Jenkins
6 9 (4.21%) Bitbucket
6 9 (4.21%) Bitbucket Server
6 9 (4.21%) git-flow
6 9 (4.21%) Octopus Deploy
6 9 (4.21%) Selenium
6 9 (4.21%) WebDriver
7 7 (3.27%) Cucumber
7 7 (3.27%) Cypress.io
7 7 (3.27%) REST Assured
8 4 (1.87%) GitLab
9 3 (1.40%) Visual Studio
10 2 (0.93%) Oracle APEX
11 1 (0.47%) Rational DOORS
11 1 (0.47%) Rational Rhapsody
11 1 (0.47%) SQL Server Management Studio (SSMS)
General
1 71 (33.18%) Finance
2 25 (11.68%) Marketing
3 19 (8.88%) Retail
4 10 (4.67%) Banking
5 9 (4.21%) Legal
6 6 (2.80%) Law
7 5 (2.34%) Advertising
8 3 (1.40%) Front Office
9 2 (0.93%) Publishing
9 2 (0.93%) Telecoms
10 1 (0.47%) Aerospace
10 1 (0.47%) Financial Institution
10 1 (0.47%) French Language
Job Titles
1 84 (39.25%) Analyst
2 46 (21.50%) Developer
3 19 (8.88%) Business Analyst
4 18 (8.41%) JavaScript Developer
5 17 (7.94%) React Developer
6 16 (7.48%) Data Analyst
7 13 (6.07%) Junior
7 13 (6.07%) Product Manager
8 10 (4.67%) Senior Developer
9 9 (4.21%) Junior Analyst
9 9 (4.21%) Salesforce Developer
9 9 (4.21%) Senior Analyst
9 9 (4.21%) Senior Salesforce Developer
10 8 (3.74%) Consultant
10 8 (3.74%) Data Scientist
10 8 (3.74%) Software Engineer
10 8 (3.74%) Technical Analyst
11 7 (3.27%) Financial Analyst
11 7 (3.27%) Performance Analyst
12 6 (2.80%) Service Analyst
Libraries, Frameworks & Software Standards
1 28 (13.08%) HTML
2 27 (12.62%) React
3 25 (11.68%) Node.js
4 22 (10.28%) CSS
5 20 (9.35%) AngularJS
6 18 (8.41%) CSS3
6 18 (8.41%) HTML5
6 18 (8.41%) Redux
7 14 (6.54%) Express
8 10 (4.67%) JSON
9 9 (4.21%) Visualforce
10 8 (3.74%) Elastic Stack
10 8 (3.74%) REST
11 7 (3.27%) Kafka
11 7 (3.27%) Spring
11 7 (3.27%) Spring Boot
12 6 (2.80%) DOM
12 6 (2.80%) jQuery
13 4 (1.87%) XML
13 4 (1.87%) XSLT
Miscellaneous
1 214 (100.00%) Analytical Skills
2 21 (9.81%) Greenfield Project
3 11 (5.14%) Self-Motivation
4 9 (4.21%) Algorithms
4 9 (4.21%) Management Information System
5 7 (3.27%) Cyber Kill Chain
5 7 (3.27%) User Experience
6 4 (1.87%) Apple TV
6 4 (1.87%) Data Structures
6 4 (1.87%) Renewable Energy
6 4 (1.87%) Video\Live Streaming
7 3 (1.40%) Digital Media
7 3 (1.40%) Foreign Exchange (FX)
7 3 (1.40%) Reinsurance
7 3 (1.40%) Smartphone
8 2 (0.93%) Credit Risk
8 2 (0.93%) Derivative
8 2 (0.93%) Photography
8 2 (0.93%) Spread Betting
8 2 (0.93%) Wiki
Operating Systems
1 17 (7.94%) Linux
2 10 (4.67%) Windows
3 6 (2.80%) Windows Server
4 2 (0.93%) Unix
4 2 (0.93%) Windows Server 2012
5 1 (0.47%) AIX
5 1 (0.47%) Red Hat Enterprise Linux
5 1 (0.47%) Windows 10
5 1 (0.47%) Windows 7
Processes & Methodologies
1 82 (38.32%) Problem-Solving
2 81 (37.85%) Agile Software Development
3 48 (22.43%) Scrum
4 46 (21.50%) Analytics
5 44 (20.56%) Computer Science
6 41 (19.16%) Business Intelligence
7 27 (12.62%) Visualisation
8 20 (9.35%) Mathematics
9 19 (8.88%) Data Analysis
9 19 (8.88%) Machine Learning
9 19 (8.88%) Mentoring
10 17 (7.94%) Software Engineering
10 17 (7.94%) User Acceptance Testing
11 16 (7.48%) Workflow
12 15 (7.01%) Data Modelling
12 15 (7.01%) Data Science
13 14 (6.54%) Cybersecurity
13 14 (6.54%) Project Management
14 13 (6.07%) Business Analysis
14 13 (6.07%) Resource Management
Programming Languages
1 61 (28.50%) SQL
2 41 (19.16%) Python
3 36 (16.82%) JavaScript
4 25 (11.68%) TypeScript
5 16 (7.48%) Java
6 13 (6.07%) C
7 12 (5.61%) R
8 10 (4.67%) Bash Shell
8 10 (4.67%) Perl
9 9 (4.21%) Apex Code
9 9 (4.21%) SOQL
10 7 (3.27%) Java 8
11 6 (2.80%) C#
11 6 (2.80%) C++
11 6 (2.80%) PowerShell
12 5 (2.34%) MATLAB
12 5 (2.34%) VBA
13 4 (1.87%) T-SQL
14 3 (1.40%) ES6
14 3 (1.40%) U-SQL
Qualifications
1 53 (24.77%) Degree
2 15 (7.01%) Master's Degree
3 13 (6.07%) Computer Science Degree
4 6 (2.80%) MCSE
4 6 (2.80%) Microsoft Certification
4 6 (2.80%) Security Cleared
5 5 (2.34%) CFA
5 5 (2.34%) Cisco Certification
5 5 (2.34%) DV Cleared
5 5 (2.34%) SSCP
6 4 (1.87%) A+ Certification
6 4 (1.87%) CISSP
7 3 (1.40%) CCNA
7 3 (1.40%) CEH
7 3 (1.40%) CompTIA Security+
7 3 (1.40%) GIAC
7 3 (1.40%) Linux+ Certification
7 3 (1.40%) Network+ Certification
7 3 (1.40%) SANS
8 2 (0.93%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 7 (3.27%) QA
2 2 (0.93%) Actionable Recommendations
2 2 (0.93%) Data Quality
2 2 (0.93%) GDPR
3 1 (0.47%) ISAE 3402
3 1 (0.47%) ISO 9001
3 1 (0.47%) ISO/IEC 27001
3 1 (0.47%) PMO
3 1 (0.47%) SLA
System Software
1 7 (3.27%) Active Directory
1 7 (3.27%) Apache Flume
1 7 (3.27%) Docker
2 1 (0.47%) Hyper-V
2 1 (0.47%) VMware Infrastructure
Systems Management
1 7 (3.27%) Oozie
1 7 (3.27%) Terraform
2 3 (1.40%) Kibana
3 2 (0.93%) Cisco CUCM
3 2 (0.93%) Cisco UCCX
4 1 (0.47%) Ansible
4 1 (0.47%) logstash
4 1 (0.47%) Nagios
4 1 (0.47%) Opscode Chef
4 1 (0.47%) Puppet
Vendors
1 26 (12.15%) Tableau
2 16 (7.48%) Microsoft
3 14 (6.54%) Google
4 12 (5.61%) Adobe
5 11 (5.14%) Splunk
6 10 (4.67%) Salesforce.com
7 9 (4.21%) Pardot
8 7 (3.27%) Oracle
9 6 (2.80%) Ensighten
9 6 (2.80%) Optimizely
9 6 (2.80%) Tealium
10 4 (1.87%) Apple
10 4 (1.87%) SAP
10 4 (1.87%) Sony
11 3 (1.40%) Cognos
11 3 (1.40%) Databricks
12 2 (0.93%) Atlassian
12 2 (0.93%) Cisco
12 2 (0.93%) Siebel
12 2 (0.93%) Workday