Period
to 5 July 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 5 July 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > Yorkshire
6 months to
5 Jul 2020
Same period 2019 Same period 2018
Rank 34 59 32
Rank change year-on-year +25 -27 0
Permanent jobs citing Analytical Skills 262 445 731
As % of all permanent jobs advertised in Yorkshire 6.48% 5.70% 7.39%
As % of the Miscellaneous category 19.42% 15.46% 22.41%
Number of salaries quoted 223 361 617
Median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £28,900 £25,900 £25,000
90th Percentile £68,750 £61,250 £60,000
England median annual salary £52,500 £50,000 £49,552
% change year-on-year +5.00% +0.90% +10.12%

Analytical Skills 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 Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
Yorkshire
Permanent vacancies with a requirement for generic IT skills 1,349 2,879 3,262
As % of all permanent IT jobs advertised in Yorkshire 33.34% 36.85% 32.96%
Number of salaries quoted 1,097 2,152 2,654
Median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,250 £23,500 £25,000
90th Percentile £68,750 £62,500 £58,750
England median annual salary £56,000 £52,500 £50,000
% change year-on-year +6.67% +5.00% -

Analytical Skills
Job Vacancy Trend in Yorkshire

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Analytical Skills in Yorkshire

Analytical Skills
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Analytical Skills in Yorkshire.

Salary trend for Analytical Skills in Yorkshire

Analytical Skills
Salary Histogram in Yorkshire

Salary distribution for jobs citing Analytical Skills in Yorkshire over the 6 months to 5 July 2020.

Salary histogram for Analytical Skills in Yorkshire

Analytical Skills
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Yorkshire region over the 6 months to 5 July 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
West Yorkshire +5 179 £43,000 +4.88% 14
North Yorkshire +91 46 £41,000 -3.53% 1
South Yorkshire -6 30 £42,500 +33.86% 4
East Yorkshire +15 3 £40,000 -15.79% 2
Analytical Skills
England

For the 6 months to 5 July 2020, IT jobs citing Analytical Skills 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 Yorkshire region with a requirement for Analytical Skills.

1 139 (53.05%) Problem-Solving
2 96 (36.64%) SQL
3 81 (30.92%) Agile Software Development
4 70 (26.72%) Microsoft
5 57 (21.76%) Finance
6 53 (20.23%) Windows
7 47 (17.94%) ITIL
8 46 (17.56%) C#
9 44 (16.79%) Degree
10 39 (14.89%) .NET
10 39 (14.89%) Business Intelligence
11 37 (14.12%) Project Management
12 30 (11.45%) Software Engineering
12 30 (11.45%) Continuous Improvement
13 27 (10.31%) ITIL V3
13 27 (10.31%) SQL Server Reporting Services
14 26 (9.92%) Oracle
14 26 (9.92%) Microsoft Office
14 26 (9.92%) Analytical Thinking
15 25 (9.54%) Project Delivery
15 25 (9.54%) SQL Server
16 23 (8.78%) JIRA
16 23 (8.78%) Change Management
16 23 (8.78%) Analytics
16 23 (8.78%) Power BI
16 23 (8.78%) Power Platform
17 21 (8.02%) Collaborative Working
17 21 (8.02%) Oracle Database
17 21 (8.02%) SDLC
17 21 (8.02%) PRINCE2

Analytical Skills
Co-occurring IT Skills in Yorkshire 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 (4.58%) Confluence
2 6 (2.29%) MS Exchange
3 5 (1.91%) SharePoint
4 4 (1.53%) Apache
5 3 (1.15%) Apache Spark
5 3 (1.15%) IBM Domino
6 2 (0.76%) IIS
7 1 (0.38%) CMS
7 1 (0.38%) SAS
7 1 (0.38%) Sitecore CMS
Applications
1 26 (9.92%) Microsoft Office
2 19 (7.25%) Microsoft Excel
3 10 (3.82%) Microsoft PowerPoint
4 3 (1.15%) MS Visio
5 1 (0.38%) Microsoft Project
Business Applications
1 15 (5.73%) Dynamics AX
2 13 (4.96%) assyst
3 6 (2.29%) Unit4 Business World
4 2 (0.76%) Dynamics CRM
5 1 (0.38%) Salesforce.com CRM
Cloud Services
1 23 (8.78%) Power Platform
2 18 (6.87%) Azure
3 16 (6.11%) Office 365
4 14 (5.34%) Dynamics 365
5 7 (2.67%) AWS
6 5 (1.91%) Adobe Analytics
6 5 (1.91%) Google Analytics
6 5 (1.91%) Yammer
7 3 (1.15%) SaaS
8 2 (0.76%) Amazon EC2
8 2 (0.76%) Amazon Kinesis
8 2 (0.76%) Amazon SageMaker
8 2 (0.76%) GitHub
9 1 (0.38%) Cloud Computing
9 1 (0.38%) Dropbox
9 1 (0.38%) IaaS
9 1 (0.38%) PaaS
9 1 (0.38%) Power Automate
Communications & Networking
1 11 (4.20%) Firewall
2 10 (3.82%) VPN
3 7 (2.67%) WAN
4 5 (1.91%) DHCP
4 5 (1.91%) Internet
4 5 (1.91%) Intrusion Detection
4 5 (1.91%) LAN
4 5 (1.91%) TCP/IP
5 4 (1.53%) DSL
5 4 (1.53%) HTTP
5 4 (1.53%) Network Security
6 2 (0.76%) DNS
6 2 (0.76%) VLAN
7 1 (0.38%) H.323
7 1 (0.38%) SMTP
7 1 (0.38%) Unified Communications
7 1 (0.38%) Wireshark
Database & Business Intelligence
1 27 (10.31%) SQL Server Reporting Services
2 25 (9.54%) SQL Server
3 23 (8.78%) Power BI
4 21 (8.02%) Oracle Database
5 13 (4.96%) SQL Server Integration Services
6 12 (4.58%) Data Warehouse
7 8 (3.05%) SQL Server 2008
8 3 (1.15%) Big Data
8 3 (1.15%) Hadoop
8 3 (1.15%) MS Access
8 3 (1.15%) NoSQL
8 3 (1.15%) Snowflake Schema
8 3 (1.15%) SQL Server 2012
8 3 (1.15%) SQL Server 2016
9 2 (0.76%) Amazon RDS
9 2 (0.76%) BusinessObjects
9 2 (0.76%) Data Mining
9 2 (0.76%) Enterprise Data Warehouse
9 2 (0.76%) Oracle ODI
9 2 (0.76%) Relational Database
Development Applications
1 23 (8.78%) JIRA
2 19 (7.25%) Visual Studio
3 13 (4.96%) Git (software)
4 10 (3.82%) Jenkins
5 6 (2.29%) Atlassian Bamboo
5 6 (2.29%) Subversion
5 6 (2.29%) Travis CI
6 4 (1.53%) Postman
6 4 (1.53%) SpecFlow
7 3 (1.15%) Selenium
7 3 (1.15%) Team Foundation Server
7 3 (1.15%) Visual Studio Team System
7 3 (1.15%) WebDriver
8 2 (0.76%) Bitbucket
8 2 (0.76%) Cucumber
8 2 (0.76%) Snyk
8 2 (0.76%) SoapUI
9 1 (0.38%) Oracle APEX
9 1 (0.38%) Protractor
9 1 (0.38%) SQL Server Management Studio (SSMS)
General
1 57 (21.76%) Finance
2 17 (6.49%) Marketing
3 16 (6.11%) Banking
4 12 (4.58%) Retail
5 11 (4.20%) Law
6 10 (3.82%) Manufacturing
7 9 (3.44%) Retail Banking
8 5 (1.91%) Legal
9 2 (0.76%) Financial Institution
9 2 (0.76%) Private Banking
10 1 (0.38%) Electronics
10 1 (0.38%) German Language
10 1 (0.38%) Local Government
10 1 (0.38%) Public Sector
Job Titles
1 69 (26.34%) Analyst
2 45 (17.18%) Developer
3 25 (9.54%) Software Engineer
4 24 (9.16%) Senior Analyst
5 20 (7.63%) Business Analyst
6 16 (6.11%) DBA
7 13 (4.96%) Administrator
7 13 (4.96%) Oracle DBA
8 12 (4.58%) Dynamics AX Developer
9 11 (4.20%) Incident Manager
9 11 (4.20%) Lead Developer
10 10 (3.82%) Tester
11 9 (3.44%) IT Analyst
11 9 (3.44%) Project Manager
12 8 (3.05%) Junior
12 8 (3.05%) Senior Software Engineer
12 8 (3.05%) Service Analyst
12 8 (3.05%) Support Specialist
12 8 (3.05%) Team Leader
13 7 (2.67%) Technical Analyst
Libraries, Frameworks & Software Standards
1 39 (14.89%) .NET
2 20 (7.63%) .NET Framework
2 20 (7.63%) Web Services
3 16 (6.11%) AngularJS
4 14 (5.34%) XML
5 13 (4.96%) HTML
6 12 (4.58%) REST
7 9 (3.44%) ASP.NET
8 8 (3.05%) ASP.NET MVC
9 7 (2.67%) CSS
9 7 (2.67%) Entity Framework
10 5 (1.91%) ASP.NET MVC 5
10 5 (1.91%) Sass
10 5 (1.91%) Vue.js
11 3 (1.15%) Laravel
11 3 (1.15%) Node.js
11 3 (1.15%) RESTful
11 3 (1.15%) SOAP
12 2 (0.76%) JSON
12 2 (0.76%) Middleware
Miscellaneous
1 15 (5.73%) Management Information System
2 9 (3.44%) Analytical Mindset
2 9 (3.44%) Mainframe
3 8 (3.05%) User Experience
4 7 (2.67%) Virtual Team
5 6 (2.29%) Security Operations Centre
6 5 (1.91%) Data Centre
6 5 (1.91%) Renewable Energy
7 4 (1.53%) iSeries
7 4 (1.53%) Self-Motivation
8 3 (1.15%) Cyberthreat
8 3 (1.15%) Greenfield Project
9 2 (0.76%) Cloud Native
9 2 (0.76%) New Media
9 2 (0.76%) Social Media
10 1 (0.38%) Algorithms
10 1 (0.38%) Enterprise Software
10 1 (0.38%) Mobile App
10 1 (0.38%) Private Cloud
10 1 (0.38%) Public Cloud
Operating Systems
1 53 (20.23%) Windows
2 17 (6.49%) Windows Server
3 16 (6.11%) Linux
4 11 (4.20%) Windows 10
5 7 (2.67%) Unix
5 7 (2.67%) Windows Server 2012
6 5 (1.91%) Mac OS
7 4 (1.53%) Windows 7
7 4 (1.53%) Windows Server 2008
7 4 (1.53%) Windows Server 2016
7 4 (1.53%) Windows Server 2019
8 1 (0.38%) Apple iOS
8 1 (0.38%) Solaris
Processes & Methodologies
1 139 (53.05%) Problem-Solving
2 81 (30.92%) Agile Software Development
3 47 (17.94%) ITIL
4 39 (14.89%) Business Intelligence
5 37 (14.12%) Project Management
6 30 (11.45%) Continuous Improvement
6 30 (11.45%) Software Engineering
7 27 (10.31%) ITIL V3
8 26 (9.92%) Analytical Thinking
9 25 (9.54%) Project Delivery
10 23 (8.78%) Analytics
10 23 (8.78%) Change Management
11 21 (8.02%) Collaborative Working
11 21 (8.02%) Incident Management
11 21 (8.02%) PRINCE2
11 21 (8.02%) SDLC
12 20 (7.63%) Scrum
13 16 (6.11%) Information Security
13 16 (6.11%) Mentoring
13 16 (6.11%) Risk Management
Programming Languages
1 96 (36.64%) SQL
2 46 (17.56%) C#
3 19 (7.25%) JavaScript
3 19 (7.25%) PL/SQL
4 18 (6.87%) Java
5 17 (6.49%) Python
6 15 (5.73%) X++
7 11 (4.20%) PowerShell
8 10 (3.82%) T-SQL
9 9 (3.44%) C
10 8 (3.05%) C++
11 4 (1.53%) Ruby
12 3 (1.15%) PHP
13 2 (0.76%) Bash Shell
13 2 (0.76%) Haskell
13 2 (0.76%) R
13 2 (0.76%) Scala
13 2 (0.76%) TypeScript
14 1 (0.38%) Julia
14 1 (0.38%) Perl
Qualifications
1 44 (16.79%) Degree
2 7 (2.67%) CISM
2 7 (2.67%) CISSP
3 6 (2.29%) Computer Science Degree
3 6 (2.29%) PhD
4 4 (1.53%) Cisco Certification
5 3 (1.15%) CCNA
5 3 (1.15%) CCNP
6 2 (0.76%) PMI Certification
6 2 (0.76%) PMP
6 2 (0.76%) PRINCE2 Practitioner
6 2 (0.76%) SSCP
7 1 (0.38%) (ISC)2 CCSP
7 1 (0.38%) CCSP
7 1 (0.38%) CISA
7 1 (0.38%) ISEB
7 1 (0.38%) ISTQB
7 1 (0.38%) ISTQB Foundation Certification
7 1 (0.38%) ITIL Certification
7 1 (0.38%) SANS
Quality Assurance & Compliance
1 14 (5.34%) SLA
2 8 (3.05%) QA
3 6 (2.29%) ISO/IEC 27001
3 6 (2.29%) PCI DSS
4 3 (1.15%) Cyber Essentials
5 2 (0.76%) Actionable Recommendations
5 2 (0.76%) Cyber Essentials PLUS
5 2 (0.76%) Data Quality
6 1 (0.38%) GDPR
System Software
1 7 (2.67%) Active Directory
1 7 (2.67%) Docker
2 4 (1.53%) VMware Infrastructure
3 3 (1.15%) vSphere
4 1 (0.38%) Firmware
4 1 (0.38%) vCloud
Systems Management
1 17 (6.49%) Oracle Enterprise Manager
2 7 (2.67%) Kubernetes
3 6 (2.29%) CSIRT
4 5 (1.91%) Rancher
5 3 (1.15%) SCCM
6 2 (0.76%) Host Intrusion Detection System
6 2 (0.76%) HP Fortify
6 2 (0.76%) Opscode Chef
6 2 (0.76%) WebInspect
7 1 (0.38%) WSUS
Vendors
1 70 (26.72%) Microsoft
2 26 (9.92%) Oracle
3 10 (3.82%) IBM
4 9 (3.44%) Unisys
5 7 (2.67%) Google
6 6 (2.29%) Autodesk
6 6 (2.29%) Perforce
6 6 (2.29%) Tableau
7 5 (1.91%) Adobe
8 4 (1.53%) Cisco
8 4 (1.53%) Nintex
8 4 (1.53%) Screaming Frog
8 4 (1.53%) VMware
9 3 (1.15%) Alteryx
9 3 (1.15%) Apple
9 3 (1.15%) Citrix
9 3 (1.15%) CrowdStrike
9 3 (1.15%) Salesforce.com
10 2 (0.76%) Cognizant
10 2 (0.76%) Xamarin