Period
to 19 February 2019

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 19 February 2019 with a comparison to the same period over the previous 2 years.

Analytical Mindset
UK > England
6 months to
19 Feb 2019
Same period 2018 Same period 2017
Rank 795 864 788
Rank change year-on-year +69 -76 +83
Permanent jobs citing Analytical Mindset 301 317 384
As % of all permanent IT jobs advertised in England 0.21% 0.19% 0.23%
As % of the Miscellaneous category 0.51% 0.48% 0.59%
Number of salaries quoted 253 235 292
England median annual salary £43,500 £52,500 £40,000
Median salary % change year-on-year -17.14% +31.25% -20.00%
10th Percentile £26,250 £19,000 £26,250
90th Percentile £83,250 £86,250 £66,250
UK median annual salary £43,000 £49,776 £40,000
% change year-on-year -13.61% +24.44% -20.00%

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 59,293 66,346 64,855
As % of all permanent IT jobs advertised in England 42.11% 40.38% 39.63%
Number of salaries quoted 45,872 52,314 53,119
England median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £30,000 £28,750 £27,500
90th Percentile £87,500 £83,750 £81,250
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +4.17%

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 19 February 2019.

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 19 February 2019. 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 +15 153 £60,000 +9.09% 30
North of England +61 51 £32,000 +42.22% 22
East of England +56 30 £35,000 -41.67% 5
South East +20 29 £35,000 -33.33% 8
Midlands +18 26 £40,000 +100.00% 7
Yorkshire +54 23 £32,500 +62.50% 10
West Midlands +27 20 £40,000 +6.67% 6
North West +30 19 £42,500 - 12
South West +27 12 £40,000 -38.46% 5
North East +22 9 £28,000 -23.29%
East Midlands +5 6 £40,000 +100.00% 1
Analytical Mindset
UK

For the 6 months to 19 February 2019, 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.

1 301 (100.00%) Analytical Skills
2 114 (37.87%) SQL
3 112 (37.21%) Problem-Solving
4 90 (29.90%) Finance
5 76 (25.25%) Analytics
6 66 (21.93%) Agile Software Development
7 63 (20.93%) Degree
8 50 (16.61%) Computer Science
8 50 (16.61%) Microsoft
9 48 (15.95%) Software Engineering
10 46 (15.28%) Java
11 45 (14.95%) C#
11 45 (14.95%) Python
12 40 (13.29%) Microsoft Excel
12 40 (13.29%) Mathematics
13 36 (11.96%) .NET
13 36 (11.96%) SQL Server
14 34 (11.30%) OO
15 33 (10.96%) Marketing
16 32 (10.63%) Relational Database
16 32 (10.63%) Data Analysis
17 30 (9.97%) Stakeholder Management
17 30 (9.97%) Physics
18 29 (9.63%) Scrum
19 28 (9.30%) SQL Server Reporting Services
19 28 (9.30%) Linux
19 28 (9.30%) Data Science
20 27 (8.97%) OOP
21 25 (8.31%) Front Office
21 25 (8.31%) Financial Modelling

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 12 (3.99%) SAS
2 7 (2.33%) Apache
2 7 (2.33%) IIS
3 5 (1.66%) CMS
4 4 (1.33%) Apache Spark
5 3 (1.00%) SharePoint
6 2 (0.66%) Elasticsearch
6 2 (0.66%) WebSphere
7 1 (0.33%) WordPress
Applications
1 40 (13.29%) Microsoft Excel
2 13 (4.32%) Microsoft Office
3 3 (1.00%) Microsoft PowerPoint
4 2 (0.66%) Acrobat
4 2 (0.66%) Spreadsheet
4 2 (0.66%) SPSS
4 2 (0.66%) SPSS Modeler
5 1 (0.33%) MS Visio
5 1 (0.33%) Photoshop
Business Applications
1 5 (1.66%) Dynamics AX
1 5 (1.66%) SAP SD
2 2 (0.66%) Advent Geneva
3 1 (0.33%) BPCS
3 1 (0.33%) Dynamics CRM
3 1 (0.33%) Dynamics NAV
3 1 (0.33%) NetSuite
3 1 (0.33%) SAP MDM
3 1 (0.33%) SDL Web 8
Cloud Services
1 18 (5.98%) Microsoft Azure
2 10 (3.32%) Amazon AWS
3 7 (2.33%) Office 365
4 5 (1.66%) Google Analytics
4 5 (1.66%) SaaS
5 4 (1.33%) Trello
6 3 (1.00%) Adobe Analytics
7 2 (0.66%) Dynamics 365
8 1 (0.33%) Amazon SQS
8 1 (0.33%) GitHub
8 1 (0.33%) Google Cloud Platform
Communications & Networking
1 6 (1.99%) Network Security
1 6 (1.99%) TCP/IP
2 5 (1.66%) Kerberos
2 5 (1.66%) LAN
2 5 (1.66%) VLAN
2 5 (1.66%) VPN
2 5 (1.66%) WAN
2 5 (1.66%) Wireshark
3 2 (0.66%) Intranet
4 1 (0.33%) Firewall
4 1 (0.33%) SMS
Database & Business Intelligence
1 36 (11.96%) SQL Server
2 32 (10.63%) Relational Database
3 28 (9.30%) SQL Server Reporting Services
4 21 (6.98%) MySQL
4 21 (6.98%) RDBMS
5 16 (5.32%) SQL Server Integration Services
6 14 (4.65%) Data Warehouse
7 11 (3.65%) Power BI
8 5 (1.66%) BusinessObjects
8 5 (1.66%) SQL Server Analysis Services
9 4 (1.33%) Big Data
9 4 (1.33%) Hadoop
10 3 (1.00%) NoSQL
11 2 (0.66%) Blockchain
11 2 (0.66%) MongoDB
11 2 (0.66%) MS Access
11 2 (0.66%) Pentaho
11 2 (0.66%) PostgreSQL
11 2 (0.66%) QlikView
12 1 (0.33%) Oracle BI EE
Development Applications
1 17 (5.65%) JIRA
2 12 (3.99%) Git (software)
3 10 (3.32%) Bitbucket
3 10 (3.32%) Selenium
4 9 (2.99%) git-flow
5 6 (1.99%) WebDriver
6 4 (1.33%) Jenkins
6 4 (1.33%) Visual Studio Team System
7 3 (1.00%) Metasploit
7 3 (1.00%) Team Foundation Server
8 2 (0.66%) Ant
8 2 (0.66%) Maven
8 2 (0.66%) MSI
9 1 (0.33%) Android Studio
9 1 (0.33%) Atlassian Bamboo
9 1 (0.33%) Gradle
9 1 (0.33%) gulp
9 1 (0.33%) Visual Studio
9 1 (0.33%) webpack
General
1 90 (29.90%) Finance
2 33 (10.96%) Marketing
3 25 (8.31%) Front Office
4 13 (4.32%) Retail
5 10 (3.32%) Banking
5 10 (3.32%) Manufacturing
6 8 (2.66%) Games
7 6 (1.99%) Advertising
7 6 (1.99%) Back Office
8 5 (1.66%) Law
8 5 (1.66%) Legal
9 4 (1.33%) French Language
9 4 (1.33%) Investment Banking
10 3 (1.00%) Automotive
11 2 (0.66%) Electronics
11 2 (0.66%) Telecoms
12 1 (0.33%) Brand Awareness
12 1 (0.33%) German Language
12 1 (0.33%) Publishing
Job Titles
1 126 (41.86%) Analyst
2 38 (12.62%) Developer
3 36 (11.96%) Software Engineer
4 32 (10.63%) Data Analyst
5 20 (6.64%) .NET Software Engineer
5 20 (6.64%) C# Software Engineer
5 20 (6.64%) Lead Software Engineer
6 19 (6.31%) Business Analyst
7 16 (5.32%) Support Analyst
8 14 (4.65%) Security Analyst
8 14 (4.65%) Support Engineer
9 11 (3.65%) Insight Analyst
10 10 (3.32%) Applications Support
10 10 (3.32%) Applications Support Analyst
10 10 (3.32%) Marketing Analyst
10 10 (3.32%) Marketing Insight Analyst
10 10 (3.32%) Senior Analyst
10 10 (3.32%) Technical Analyst
11 9 (2.99%) Graduate
11 9 (2.99%) Programme Manager
Libraries, Frameworks & Software Standards
1 36 (11.96%) .NET
2 23 (7.64%) HTML
3 13 (4.32%) HTML5
4 11 (3.65%) Web Services
5 10 (3.32%) CSS
6 8 (2.66%) LAMP
7 7 (2.33%) AngularJS
7 7 (2.33%) ASP.NET
8 6 (1.99%) Flask
8 6 (1.99%) RabbitMQ
8 6 (1.99%) Twitter Bootstrap
9 5 (1.66%) Backbone.js
9 5 (1.66%) EDI
9 5 (1.66%) LDAP
9 5 (1.66%) SQLAlchemy
10 4 (1.33%) Kafka
10 4 (1.33%) Node.js
10 4 (1.33%) React
11 3 (1.00%) CSS3
11 3 (1.00%) Natural Language Processing
Miscellaneous
1 301 (100.00%) Analytical Skills
2 24 (7.97%) Algorithms
3 23 (7.64%) Data Structures
4 13 (4.32%) User Experience
5 9 (2.99%) Self-Motivation
6 7 (2.33%) Fintech
7 6 (1.99%) Derivative
7 6 (1.99%) Enterprise Software
7 6 (1.99%) PMI
7 6 (1.99%) Tandem
8 5 (1.66%) FMCG
8 5 (1.66%) Social Media
9 4 (1.33%) Fixed Income
10 3 (1.00%) Credit Risk
10 3 (1.00%) Greenfield Project
11 2 (0.66%) Foreign Exchange (FX)
11 2 (0.66%) Management Information System
11 2 (0.66%) Reference Data
11 2 (0.66%) Virtual Team
12 1 (0.33%) Equities
Operating Systems
1 28 (9.30%) Linux
2 20 (6.64%) Windows
3 7 (2.33%) Windows Server
4 6 (1.99%) Windows Server 2008
4 6 (1.99%) Windows Server 2012
5 5 (1.66%) Red Hat Enterprise Linux
5 5 (1.66%) Unix
6 4 (1.33%) Apple iOS
7 3 (1.00%) Android
7 3 (1.00%) Kali Linux
7 3 (1.00%) VMS
8 1 (0.33%) CentOS
8 1 (0.33%) Windows 10
8 1 (0.33%) Windows Server 2003
Processes & Methodologies
1 112 (37.21%) Problem-Solving
2 76 (25.25%) Analytics
3 66 (21.93%) Agile Software Development
4 50 (16.61%) Computer Science
5 48 (15.95%) Software Engineering
6 40 (13.29%) Mathematics
7 34 (11.30%) OO
8 32 (10.63%) Data Analysis
9 30 (9.97%) Physics
9 30 (9.97%) Stakeholder Management
10 29 (9.63%) Scrum
11 28 (9.30%) Data Science
12 27 (8.97%) OOP
13 25 (8.31%) Financial Modelling
14 23 (7.64%) Cybersecurity
15 22 (7.31%) Business Intelligence
15 22 (7.31%) Continuous Integration
15 22 (7.31%) Low Latency
15 22 (7.31%) Machine Learning
16 21 (6.98%) Multithreading
Programming Languages
1 114 (37.87%) SQL
2 46 (15.28%) Java
3 45 (14.95%) C#
3 45 (14.95%) Python
4 22 (7.31%) JavaScript
5 16 (5.32%) Scala
6 15 (4.98%) Bash Shell
6 15 (4.98%) C++
7 13 (4.32%) PHP
8 11 (3.65%) C
8 11 (3.65%) Perl
9 10 (3.32%) T-SQL
10 8 (2.66%) Ruby
11 7 (2.33%) R
12 6 (1.99%) PowerShell
13 5 (1.66%) VBScript
14 3 (1.00%) MATLAB
15 2 (0.66%) VB.NET
15 2 (0.66%) VBA
15 2 (0.66%) X++
Qualifications
1 63 (20.93%) Degree
2 10 (3.32%) Computer Science Degree
2 10 (3.32%) Security Cleared
3 9 (2.99%) DV Cleared
3 9 (2.99%) ISEB
4 7 (2.33%) CBAP
4 7 (2.33%) PMI Certification
5 5 (1.66%) CISSP
6 4 (1.33%) Numerate Degree
7 3 (1.00%) (ISC)2 CCSP
7 3 (1.00%) CCSP
7 3 (1.00%) CEH
7 3 (1.00%) Cisco Certification
7 3 (1.00%) ECIH
7 3 (1.00%) GCIH
7 3 (1.00%) GIAC
7 3 (1.00%) ITIL Certification
7 3 (1.00%) Master's Degree
7 3 (1.00%) OSCP
7 3 (1.00%) PRINCE2 Certification
Quality Assurance & Compliance
1 20 (6.64%) QA
2 9 (2.99%) SLA
3 8 (2.66%) GDPR
4 6 (1.99%) PCI DSS
4 6 (1.99%) PMO
5 5 (1.66%) Cyber Essentials
6 3 (1.00%) Data Quality
7 1 (0.33%) Actionable Recommendations
7 1 (0.33%) ISO/IEC 27001
7 1 (0.33%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 12 (3.99%) Active Directory
2 5 (1.66%) Docker
2 5 (1.66%) Hyper-V
3 1 (0.33%) VMware Infrastructure
Systems Management
1 8 (2.66%) Nessus
2 3 (1.00%) Nmap
2 3 (1.00%) OpenVAS
2 3 (1.00%) QRadar
3 2 (0.66%) Opscode Chef
3 2 (0.66%) Puppet
4 1 (0.33%) Ansible
Vendors
1 50 (16.61%) Microsoft
2 16 (5.32%) Tableau
3 7 (2.33%) SAP
4 6 (1.99%) Oracle
4 6 (1.99%) Red Hat
4 6 (1.99%) Talend
4 6 (1.99%) VMware
5 5 (1.66%) Adobe
5 5 (1.66%) Citrix
5 5 (1.66%) Google
5 5 (1.66%) HP
5 5 (1.66%) Veeam
5 5 (1.66%) WatchGuard
6 4 (1.33%) Wrike
7 3 (1.00%) AlienVault
7 3 (1.00%) LexisNexis
7 3 (1.00%) LogRhythm
7 3 (1.00%) Qualys
7 3 (1.00%) Splunk
7 3 (1.00%) Xamarin