Period
to 15 December 2017

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 15 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Mindset
UK > England
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 810 853 848
Rank change year-on-year +43 -5 +88
Permanent jobs citing Analytical Mindset 361 352 437
As % of all permanent IT jobs advertised in England 0.21% 0.20% 0.22%
As % of the Miscellaneous category 0.50% 0.49% 0.51%
Number of salaries quoted 269 279 381
England median annual salary £45,000 £40,000 £50,000
Median salary % change year-on-year +12.50% -20.00% +11.11%
10th Percentile £19,750 £26,250 £25,500
90th Percentile £86,250 £66,250 £86,250
UK median annual salary £45,000 £40,000 £50,000
% change year-on-year +12.50% -20.00% +17.65%

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 72314 71989 85702
As % of all permanent IT jobs advertised in England 43.03% 41.16% 42.28%
Number of salaries quoted 55265 59597 69739
England median annual salary £50,000 £50,000 £48,500
Median salary % change year-on-year - +3.09% +7.78%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £82,500 £81,250 £80,000
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 15 December 2017.

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 15 December 2017. 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 +21 179 £55,000 +10.00% 37
North of England -9 47 £27,500 -12.70% 4
Midlands +46 45 £29,000 -17.14% 2
South East +27 42 £35,000 -12.50% 7
East of England +6 38 £37,500 -6.25% 2
Yorkshire +32 26 £21,500 -30.89% 1
West Midlands +16 25 £45,000 +63.64% 1
East Midlands +37 20 £20,000 -50.00% 1
North West -21 19 £50,000 +58.73% 3
South West +9 9 £34,603 +15.34% 1
North East -4 2 £36,500 -18.89%
Analytical Mindset
UK

For the 6 months to 15 December 2017, IT jobs citing Analytical Mindset also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Analytical Mindset.

1 361 (100.00%) Analytical Skills
2 119 (32.96%) SQL
3 112 (31.02%) Finance
4 89 (24.65%) Agile Software Development
5 75 (20.78%) Analytics
6 69 (19.11%) Degree
7 63 (17.45%) Java
8 61 (16.90%) Business Intelligence
9 59 (16.34%) Mathematics
10 55 (15.24%) Stakeholder Management
11 54 (14.96%) Marketing
12 50 (13.85%) Windows
13 48 (13.30%) Microsoft Excel
14 39 (10.80%) JavaScript
14 39 (10.80%) Computer Science
15 38 (10.53%) OO
16 37 (10.25%) C#
16 37 (10.25%) Microsoft
17 36 (9.97%) Active Directory
18 34 (9.42%) Python
18 34 (9.42%) Retail
18 34 (9.42%) Visualisation
19 31 (8.59%) Tableau
20 30 (8.31%) Data Visualisation
21 29 (8.03%) .NET
21 29 (8.03%) Windows 7
22 28 (7.76%) Office 365
23 27 (7.48%) Root Cause Analysis
23 27 (7.48%) QlikView
24 26 (7.20%) Windows 8

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 18 (4.99%) SAS
2 9 (2.49%) Anypoint
3 3 (0.83%) Apache
3 3 (0.83%) Apache Pig
3 3 (0.83%) Apache Spark
4 2 (0.55%) Adobe Experience Manager
4 2 (0.55%) BizTalk Server
5 1 (0.28%) CMS
5 1 (0.28%) Jupyter
5 1 (0.28%) MS Exchange
5 1 (0.28%) Oracle SOA Suite
5 1 (0.28%) Oracle Workflow
5 1 (0.28%) SharePoint
5 1 (0.28%) SharePoint 2010
5 1 (0.28%) SharePoint 2013
5 1 (0.28%) SharePoint Server
5 1 (0.28%) Tuxedo
Applications
1 48 (13.30%) Microsoft Excel
2 20 (5.54%) Spreadsheet
3 13 (3.60%) SPSS
4 9 (2.49%) Microsoft PowerPoint
5 7 (1.94%) Microsoft Office
6 2 (0.55%) Microsoft Project
6 2 (0.55%) MS Visio
Business Applications
1 8 (2.22%) Dynamics AX
2 7 (1.94%) Sage 200
3 4 (1.11%) BPCS
3 4 (1.11%) Dynamics NAV
3 4 (1.11%) Salesforce.com CRM
4 2 (0.55%) ION MarketView
4 2 (0.55%) NetSuite
4 2 (0.55%) Primavera
5 1 (0.28%) Academy Revenues and Benefits
5 1 (0.28%) Cognos Business Intelligence
5 1 (0.28%) CSG Singleview
Cloud Services
1 28 (7.76%) Office 365
2 11 (3.05%) Amazon AWS
2 11 (3.05%) Boomi
3 9 (2.49%) AtomSphere
4 7 (1.94%) Google Analytics
5 6 (1.66%) SaaS
6 5 (1.39%) AdWords
7 3 (0.83%) GitHub
7 3 (0.83%) OpenShift
7 3 (0.83%) Silverpop
8 2 (0.55%) Basecamp
9 1 (0.28%) Adobe Analytics
9 1 (0.28%) Dynamics 365
9 1 (0.28%) Google Play
9 1 (0.28%) iTunes
9 1 (0.28%) Slack
Communications & Networking
1 10 (2.77%) Internet
2 7 (1.94%) Firewall
3 5 (1.39%) Network Security
4 2 (0.55%) DHCP
4 2 (0.55%) DNS
4 2 (0.55%) LAN
4 2 (0.55%) SMS
4 2 (0.55%) TCP/IP
4 2 (0.55%) VPN
4 2 (0.55%) WAN
5 1 (0.28%) Intranet
Database & Business Intelligence
1 27 (7.48%) QlikView
2 13 (3.60%) Spotfire
2 13 (3.60%) SQL Server
3 12 (3.32%) Data Warehouse
4 9 (2.49%) Power BI
5 8 (2.22%) Blockchain
6 7 (1.94%) BusinessObjects
6 7 (1.94%) Relational Database
7 6 (1.66%) Oracle Database
7 6 (1.66%) SQL Server Reporting Services
8 5 (1.39%) Big Data
8 5 (1.39%) MySQL
9 4 (1.11%) Data Mining
9 4 (1.11%) Hadoop
9 4 (1.11%) MongoDB
9 4 (1.11%) NoSQL
10 3 (0.83%) Apache Hive
10 3 (0.83%) PostgreSQL
10 3 (0.83%) SQL Server Analysis Services
11 2 (0.55%) Oracle BI EE
Development Applications
1 12 (3.32%) Git (software)
2 7 (1.94%) Gradle
3 5 (1.39%) Maven
4 3 (0.83%) Ant
4 3 (0.83%) Eclipse
4 3 (0.83%) SQL Server Management Studio (SSMS)
5 2 (0.55%) gulp
5 2 (0.55%) JIRA
5 2 (0.55%) Selenium
5 2 (0.55%) TestRail
5 2 (0.55%) Visual Studio
5 2 (0.55%) WebDriver
5 2 (0.55%) webpack
6 1 (0.28%) Jenkins
6 1 (0.28%) SpecFlow
6 1 (0.28%) Team Foundation Server
General
1 112 (31.02%) Finance
2 54 (14.96%) Marketing
3 34 (9.42%) Retail
4 22 (6.09%) Electronics
5 19 (5.26%) Banking
6 14 (3.88%) Games
7 12 (3.32%) Law
7 12 (3.32%) Legal
8 11 (3.05%) Advertising
9 7 (1.94%) Manufacturing
9 7 (1.94%) Telecoms
10 5 (1.39%) Investment Banking
11 3 (0.83%) Billing
11 3 (0.83%) Front Office
12 2 (0.55%) Back Office
12 2 (0.55%) Brand Awareness
13 1 (0.28%) Automotive
13 1 (0.28%) French Language
13 1 (0.28%) Music Industry
13 1 (0.28%) Pharmaceutical
Job Titles
1 92 (25.48%) Analyst
2 86 (23.82%) Developer
3 33 (9.14%) Java Developer
3 33 (9.14%) Support Engineer
4 31 (8.59%) Data Analyst
5 30 (8.31%) 1st Line Support
6 29 (8.03%) Graduate
7 28 (7.76%) Consultant
8 26 (7.20%) 1st Line Engineer
8 26 (7.20%) 1st Line Support Engineer
9 20 (5.54%) Business Analyst
10 17 (4.71%) IT Support
11 14 (3.88%) Business Intelligence Analyst
11 14 (3.88%) Software Developer
12 12 (3.32%) Business Intelligence Developer
12 12 (3.32%) Graduate Analyst
13 11 (3.05%) IT Engineer
13 11 (3.05%) IT Support Engineer
13 11 (3.05%) Junior
13 11 (3.05%) Senior Developer
Libraries, Frameworks & Software Standards
1 29 (8.03%) .NET
2 19 (5.26%) ASP.NET
3 17 (4.71%) jQuery
4 15 (4.16%) .NET Framework
4 15 (4.16%) ASP.NET MVC
4 15 (4.16%) Entity Framework
4 15 (4.16%) KnockoutJS
4 15 (4.16%) Twitter Bootstrap
5 12 (3.32%) CSS
6 11 (3.05%) AngularJS
6 11 (3.05%) HTML
6 11 (3.05%) React
7 10 (2.77%) Node.js
7 10 (2.77%) RESTful
8 7 (1.94%) Spring
8 7 (1.94%) Spring Boot
8 7 (1.94%) Swagger
9 5 (1.39%) Velocity
9 5 (1.39%) XML
10 3 (0.83%) Java EE
Miscellaneous
1 361 (100.00%) Analytical Skills
2 39 (10.80%) Computer Science
3 21 (5.82%) N-Tier
4 20 (5.54%) Management Information System
5 16 (4.43%) Fintech
5 16 (4.43%) Social Media
5 16 (4.43%) User Experience
6 15 (4.16%) Mobile App
7 13 (3.60%) Algorithms
8 10 (2.77%) Data Structures
8 10 (2.77%) Greenfield Project
9 5 (1.39%) Data Protection Act
10 4 (1.11%) Derivative
10 4 (1.11%) Fixed Income
11 3 (0.83%) FMCG
11 3 (0.83%) NHS
11 3 (0.83%) Pricing Data
11 3 (0.83%) Video Conferencing
11 3 (0.83%) Virtual Team
12 2 (0.55%) Bitcoin
Operating Systems
1 50 (13.85%) Windows
2 29 (8.03%) Windows 7
3 26 (7.20%) Windows 10
3 26 (7.20%) Windows 8
4 25 (6.93%) Windows Server 2008
5 17 (4.71%) Unix
6 15 (4.16%) Linux
7 7 (1.94%) Windows Server
8 3 (0.83%) Android
8 3 (0.83%) Apple iOS
9 2 (0.55%) Windows XP
10 1 (0.28%) Windows Vista
Processes & Methodologies
1 89 (24.65%) Agile Software Development
2 75 (20.78%) Analytics
3 61 (16.90%) Business Intelligence
4 59 (16.34%) Mathematics
5 55 (15.24%) Stakeholder Management
6 38 (10.53%) OO
7 34 (9.42%) Visualisation
8 30 (8.31%) Data Visualisation
9 27 (7.48%) Root Cause Analysis
10 24 (6.65%) Data Analytics
10 24 (6.65%) Stakeholder and Relationship Management
11 23 (6.37%) Software Engineering
12 20 (5.54%) Economics
12 20 (5.54%) MVC
13 19 (5.26%) ETL
14 18 (4.99%) Product Management
15 17 (4.71%) Digital Marketing
16 16 (4.43%) Business Analysis
17 15 (4.16%) SEO
17 15 (4.16%) TDD
Programming Languages
1 119 (32.96%) SQL
2 63 (17.45%) Java
3 39 (10.80%) JavaScript
4 37 (10.25%) C#
5 34 (9.42%) Python
6 12 (3.32%) R
7 10 (2.77%) Scala
8 4 (1.11%) C++
8 4 (1.11%) PHP
9 3 (0.83%) Bash Shell
9 3 (0.83%) VBA
10 2 (0.55%) ES6
10 2 (0.55%) Groovy
10 2 (0.55%) Ruby
11 1 (0.28%) ANSI SQL
11 1 (0.28%) C
11 1 (0.28%) MATLAB
11 1 (0.28%) PowerShell
11 1 (0.28%) VB.NET
11 1 (0.28%) X++
Qualifications
1 69 (19.11%) Degree
2 9 (2.49%) PhD
3 8 (2.22%) ISEB
4 7 (1.94%) Microsoft Certification
4 7 (1.94%) Numerate Degree
5 5 (1.39%) CBAP
6 4 (1.11%) CREST Certified
7 3 (0.83%) ISTQB
7 3 (0.83%) PMP
8 2 (0.55%) ACCA
8 2 (0.55%) CIMA
8 2 (0.55%) ISTQB Foundation Certification
9 1 (0.28%) ITIL Certification
9 1 (0.28%) PMI Certification
9 1 (0.28%) PRINCE2 Certification
Quality Assurance & Compliance
1 19 (5.26%) Data Quality
2 14 (3.88%) QA
3 11 (3.05%) CRD IV
3 11 (3.05%) EMIR
3 11 (3.05%) MiFID
4 6 (1.66%) SLA
5 4 (1.11%) Cyber Essentials
5 4 (1.11%) Cyber Essentials PLUS
5 4 (1.11%) PMO
6 2 (0.55%) ISO/IEC 27001
7 1 (0.28%) COBIT
7 1 (0.28%) GDPR
7 1 (0.28%) IFRS
7 1 (0.28%) ISAE 3402
System Software
1 36 (9.97%) Active Directory
2 3 (0.83%) VMware Infrastructure
Systems Management
1 3 (0.83%) Ganglia
2 1 (0.28%) Oozie
Vendors
1 37 (10.25%) Microsoft
2 31 (8.59%) Tableau
3 17 (4.71%) Birst
4 12 (3.32%) Oracle
5 11 (3.05%) Dell
5 11 (3.05%) Google
5 11 (3.05%) Informatica
5 11 (3.05%) SnapLogic
6 7 (1.94%) Citrix
6 7 (1.94%) Salesforce.com
6 7 (1.94%) SAP
7 6 (1.66%) VMware
8 4 (1.11%) Adobe
8 4 (1.11%) Adyen
8 4 (1.11%) Cognos
8 4 (1.11%) Infor
8 4 (1.11%) JD Edwards
8 4 (1.11%) LANDesk
8 4 (1.11%) MuleSoft
8 4 (1.11%) Sage