Period
to 17 May 2021

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 17 May 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > Yorkshire
6 months to
17 May 2021
Same period 2020 Same period 2019
Rank 46 32 42
Rank change year-on-year -14 +10 -10
Permanent jobs citing Analytical Skills 280 300 452
As % of all permanent jobs advertised in Yorkshire 5.38% 6.26% 6.04%
As % of the General category 11.59% 13.19% 12.18%
Number of salaries quoted 207 247 347
10th Percentile £21,892 £28,050 £24,750
25th Percentile £31,955 £32,500 £31,000
Median annual salary (50th Percentile) £40,000 £43,000 £40,000
Median % change year-on-year -6.98% +7.50% -
75th Percentile £53,750 £60,000 £51,250
90th Percentile £63,125 £68,750 £60,000
England median annual salary £51,500 £52,500 £50,000
% change year-on-year -1.90% +5.00% -

Analytical Skills is in the General 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 common skills.

All General Skills
Yorkshire
Permanent vacancies with a requirement for common skills 2,415 2,275 3,710
As % of all permanent IT jobs advertised in Yorkshire 46.36% 47.48% 49.56%
Number of salaries quoted 1,874 1,858 2,787
10th Percentile £25,750 £26,250 £24,750
25th Percentile £33,808 £33,563 £31,250
Median annual salary (50th Percentile) £45,000 £45,000 £42,500
Median % change year-on-year - +5.88% -
75th Percentile £58,750 £57,500 £55,000
90th Percentile £71,250 £68,750 £65,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +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 17 May 2021.

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 17 May 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
West Yorkshire -15 171 £45,000 +4.65% 44
South Yorkshire -21 48 £36,750 -13.53% 7
North Yorkshire +7 40 £45,700 +10.12% 6
East Yorkshire -4 8 £40,000 +45.45% 1
Analytical Skills
England

For the 6 months to 17 May 2021, 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.

1 129 (46.07%) Social Skills
2 100 (35.71%) Problem-Solving
3 80 (28.57%) SQL
4 78 (27.86%) Microsoft
5 63 (22.50%) Agile Software Development
6 61 (21.79%) Finance
7 60 (21.43%) Azure
8 52 (18.57%) Business Intelligence
9 45 (16.07%) Microsoft 365
10 40 (14.29%) Analytics
10 40 (14.29%) SQL Server
11 39 (13.93%) Power Platform
12 38 (13.57%) Microsoft Excel
13 36 (12.86%) Power BI
14 35 (12.50%) .NET
14 35 (12.50%) Project Management
15 33 (11.79%) SLA
16 32 (11.43%) Management Information System
17 30 (10.71%) Windows
18 29 (10.36%) Active Directory
18 29 (10.36%) Degree
19 28 (10.00%) ITIL
19 28 (10.00%) C#
20 26 (9.29%) Visualisation
21 25 (8.93%) Microsoft Office
22 23 (8.21%) Scrum
22 23 (8.21%) Analytical Thinking
23 22 (7.86%) SQL Server Integration Services
24 21 (7.50%) Statistics
24 21 (7.50%) Marketing

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 5 (1.79%) MS Exchange
2 4 (1.43%) SharePoint
3 3 (1.07%) Apache Spark
4 2 (0.71%) Kentico
4 2 (0.71%) Umbraco
5 1 (0.36%) CMS
5 1 (0.36%) IIS
5 1 (0.36%) Jupyter
5 1 (0.36%) OpenEdge
5 1 (0.36%) Oracle Workflow
5 1 (0.36%) SAS
Applications
1 38 (13.57%) Microsoft Excel
2 25 (8.93%) Microsoft Office
3 7 (2.50%) Microsoft PowerPoint
4 4 (1.43%) MS Visio
5 2 (0.71%) OmniGraffle
5 2 (0.71%) Spreadsheet
6 1 (0.36%) Microsoft Project
6 1 (0.36%) Oracle Smart View
6 1 (0.36%) SPSS
Business Applications
1 7 (2.50%) Remedy ITSM
2 6 (2.14%) Dynamics AX
3 5 (1.79%) Shopify
4 3 (1.07%) Dynamics CRM
5 2 (0.71%) Oracle ERP
5 2 (0.71%) Sentinel
6 1 (0.36%) HFM
6 1 (0.36%) Magento
6 1 (0.36%) Oracle Applications
6 1 (0.36%) Oracle Assets
6 1 (0.36%) Oracle General Ledger
6 1 (0.36%) Oracle Payables
6 1 (0.36%) Oracle Subledger Accounting
Cloud Services
1 60 (21.43%) Azure
2 45 (16.07%) Microsoft 365
3 39 (13.93%) Power Platform
4 15 (5.36%) AWS
5 11 (3.93%) SaaS
6 10 (3.57%) Dynamics 365
7 8 (2.86%) GCP
7 8 (2.86%) Power Automate
7 8 (2.86%) PowerApps
8 5 (1.79%) Google Sheets
8 5 (1.79%) NuGet
9 4 (1.43%) Azure Active Directory
10 3 (1.07%) Cloud Computing
10 3 (1.07%) GitHub
10 3 (1.07%) PaaS
10 3 (1.07%) Serverless
11 2 (0.71%) Apigee
11 2 (0.71%) Azure Sentinel
11 2 (0.71%) WhatsApp
12 1 (0.36%) Amazon EKS
Communications & Networking
1 20 (7.14%) Firewall
2 12 (4.29%) VPN
3 9 (3.21%) Wi-Fi
4 8 (2.86%) TCP/IP
5 6 (2.14%) DHCP
5 6 (2.14%) DNS
5 6 (2.14%) SSL
6 5 (1.79%) Intrusion Detection
7 3 (1.07%) Intranet
7 3 (1.07%) SMS
8 2 (0.71%) Broadband
8 2 (0.71%) HTTP
8 2 (0.71%) Sourcefire
9 1 (0.36%) ADSL
9 1 (0.36%) Cisco Firepower
9 1 (0.36%) Internet
9 1 (0.36%) LAN
9 1 (0.36%) Network Security
9 1 (0.36%) PBX
9 1 (0.36%) WAN
Database & Business Intelligence
1 40 (14.29%) SQL Server
2 36 (12.86%) Power BI
3 22 (7.86%) SQL Server Integration Services
4 20 (7.14%) SQL Server Reporting Services
5 15 (5.36%) Data Warehouse
6 12 (4.29%) SQL Server 2012
6 12 (4.29%) Tableau
7 11 (3.93%) SQL Server Analysis Services
8 9 (3.21%) Crystal Reports
8 9 (3.21%) SQL Server 2008
8 9 (3.21%) SQL Server 2016
9 8 (2.86%) OLAP
10 6 (2.14%) FileMaker
10 6 (2.14%) Microsoft Analysis Services
11 4 (1.43%) Data Lake
11 4 (1.43%) Relational Database
12 3 (1.07%) Big Data
12 3 (1.07%) Data Mining
12 3 (1.07%) MS Access
13 2 (0.71%) Oracle OWB
Development Applications
1 13 (4.64%) Git (software)
2 9 (3.21%) Visual Studio
3 7 (2.50%) Selenium
4 5 (1.79%) NUnit
4 5 (1.79%) Postman
4 5 (1.79%) SonarQube
4 5 (1.79%) SpecFlow
4 5 (1.79%) Team Foundation Server
4 5 (1.79%) TeamCity
5 3 (1.07%) JIRA
6 2 (0.71%) Axure RP
6 2 (0.71%) Cucumber
6 2 (0.71%) git-flow
6 2 (0.71%) Jenkins
6 2 (0.71%) Metasploit
6 2 (0.71%) Oracle Forms
6 2 (0.71%) WebDriver
7 1 (0.36%) Octopus Deploy
7 1 (0.36%) RStudio
7 1 (0.36%) Xdebug
General
1 129 (46.07%) Social Skills
2 61 (21.79%) Finance
3 21 (7.50%) Marketing
4 15 (5.36%) Telecoms
5 14 (5.00%) Manufacturing
5 14 (5.00%) Presentation Skills
6 10 (3.57%) Influencing Skills
6 10 (3.57%) Law
7 9 (3.21%) Retail
8 8 (2.86%) Public Sector
9 7 (2.50%) Legal
9 7 (2.50%) Organisational Skills
10 6 (2.14%) Banking
11 5 (1.79%) Local Government
12 4 (1.43%) Documentation Skills
12 4 (1.43%) Publishing
13 3 (1.07%) French Language
13 3 (1.07%) German Language
13 3 (1.07%) Pharmaceutical
13 3 (1.07%) Spanish Language
Job Titles
1 106 (37.86%) Analyst
2 51 (18.21%) Developer
3 18 (6.43%) Senior Developer
4 15 (5.36%) Data Analyst
5 14 (5.00%) Commercial Analyst
6 13 (4.64%) Business Analyst
6 13 (4.64%) Service Analyst
6 13 (4.64%) Service Desk Analyst
6 13 (4.64%) Support Analyst
6 13 (4.64%) Systems Analyst
7 12 (4.29%) Architect
8 11 (3.93%) .NET Developer
8 11 (3.93%) Business Systems Analyst
8 11 (3.93%) Data Engineer
8 11 (3.93%) Data Scientist
8 11 (3.93%) Power BI Developer
9 9 (3.21%) IT Support
9 9 (3.21%) Junior
10 8 (2.86%) C# Developer
10 8 (2.86%) IT Manager
Libraries, Frameworks & Software Standards
1 35 (12.50%) .NET
2 16 (5.71%) HTML
3 14 (5.00%) XML
4 13 (4.64%) ASP.NET
5 12 (4.29%) ASP.NET MVC
6 11 (3.93%) REST
6 11 (3.93%) Web Services
7 9 (3.21%) CSS
7 9 (3.21%) SOAP
8 6 (2.14%) JSON
8 6 (2.14%) LDAP
9 5 (1.79%) CSS3
9 5 (1.79%) Middleware
10 4 (1.43%) jQuery
10 4 (1.43%) Node.js
10 4 (1.43%) Spring
11 3 (1.07%) .NET Framework
11 3 (1.07%) AngularJS
11 3 (1.07%) React
11 3 (1.07%) RESTful
Miscellaneous
1 32 (11.43%) Management Information System
2 20 (7.14%) Self-Motivation
3 12 (4.29%) Enterprise Software
4 11 (3.93%) Analytical Mindset
5 8 (2.86%) Cyberattack
6 7 (2.50%) BYOD
6 7 (2.50%) User Experience
7 4 (1.43%) Blog
7 4 (1.43%) Cyberthreat
7 4 (1.43%) Driving Licence
7 4 (1.43%) NHS
7 4 (1.43%) Public Cloud
8 3 (1.07%) Social Media
9 2 (0.71%) Algorithms
9 2 (0.71%) CMDB
9 2 (0.71%) Greenfield Project
9 2 (0.71%) Hedge funds
9 2 (0.71%) Linux Command Line
9 2 (0.71%) Mobile App
9 2 (0.71%) Robotics
Operating Systems
1 30 (10.71%) Windows
2 16 (5.71%) Windows Server
3 11 (3.93%) Windows 10
4 7 (2.50%) Windows Server 2016
4 7 (2.50%) Windows Server 2019
5 3 (1.07%) Linux
5 3 (1.07%) Unix
6 2 (0.71%) Windows Server 2012
Processes & Methodologies
1 100 (35.71%) Problem-Solving
2 63 (22.50%) Agile Software Development
3 52 (18.57%) Business Intelligence
4 40 (14.29%) Analytics
5 35 (12.50%) Project Management
6 28 (10.00%) ITIL
7 26 (9.29%) Visualisation
8 23 (8.21%) Analytical Thinking
8 23 (8.21%) Scrum
9 21 (7.50%) CRM
9 21 (7.50%) Data Analysis
9 21 (7.50%) Statistics
10 20 (7.14%) Continuous Improvement
10 20 (7.14%) Cybersecurity
10 20 (7.14%) DevOps
10 20 (7.14%) Stakeholder Management
11 19 (6.79%) Data Visualisation
12 17 (6.07%) Business Analytics
12 17 (6.07%) E-Commerce
12 17 (6.07%) Information Security
Programming Languages
1 80 (28.57%) SQL
2 28 (10.00%) C#
3 19 (6.79%) JavaScript
4 18 (6.43%) Python
5 14 (5.00%) VBA
6 9 (3.21%) R
7 8 (2.86%) VB.NET
8 7 (2.50%) C
8 7 (2.50%) Java
9 6 (2.14%) T-SQL
9 6 (2.14%) X++
10 5 (1.79%) PHP
11 4 (1.43%) PL/SQL
12 3 (1.07%) COBOL
12 3 (1.07%) PowerShell
13 2 (0.71%) Ruby
13 2 (0.71%) TypeScript
14 1 (0.36%) C++
14 1 (0.36%) Scala
Qualifications
1 29 (10.36%) Degree
2 14 (5.00%) Numerate Degree
3 9 (3.21%) ITIL Foundation Certificate
4 6 (2.14%) Microsoft Certification
5 4 (1.43%) PMP
6 3 (1.07%) ITIL Certification
6 3 (1.07%) PMI Certification
7 2 (0.71%) Cisco Certification
7 2 (0.71%) Six Sigma Black Belt
7 2 (0.71%) Six Sigma Green Belt
7 2 (0.71%) Six Sigma Yellow Belt
8 1 (0.36%) AWS Certification
8 1 (0.36%) CCNP
8 1 (0.36%) CEH
8 1 (0.36%) CSPO
8 1 (0.36%) GCIH
8 1 (0.36%) ISTQB
8 1 (0.36%) PhD
8 1 (0.36%) Postgraduate
8 1 (0.36%) SSCP
Quality Assurance & Compliance
1 33 (11.79%) SLA
2 17 (6.07%) QA
3 14 (5.00%) Solvency II
4 6 (2.14%) Data Quality
4 6 (2.14%) GRC
5 5 (1.79%) GDPR
6 4 (1.43%) Cyber Essentials
7 3 (1.07%) ISO/IEC 27001
8 2 (0.71%) ISO 13485
9 1 (0.36%) 21 CFR Part 11
9 1 (0.36%) IFRS
9 1 (0.36%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 29 (10.36%) Active Directory
2 12 (4.29%) VMware Infrastructure
3 6 (2.14%) Firmware
4 5 (1.79%) Docker
4 5 (1.79%) Hyper-V
5 3 (1.07%) Virtual Servers
6 1 (0.36%) Virtual Machines
Systems Management
1 5 (1.79%) Kubernetes
2 4 (1.43%) Terraform
3 2 (0.71%) Nessus
3 2 (0.71%) QRadar
3 2 (0.71%) Symantec Endpoint Protection
4 1 (0.36%) Ansible
Vendors
1 78 (27.86%) Microsoft
2 17 (6.07%) VMware
3 13 (4.64%) Oracle
4 10 (3.57%) Citrix
5 7 (2.50%) Google
5 7 (2.50%) Remedy
5 7 (2.50%) SAP
5 7 (2.50%) ServiceNow
6 6 (2.14%) BMC
6 6 (2.14%) HP
6 6 (2.14%) IFS
6 6 (2.14%) Ivanti
7 4 (1.43%) Cisco
7 4 (1.43%) HubSpot
8 3 (1.07%) Alteryx
8 3 (1.07%) OutSystems
8 3 (1.07%) Sitecore
9 2 (0.71%) Splunk
9 2 (0.71%) T-Plan
9 2 (0.71%) Veeam