Period
to 24 October 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 24 October 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > Yorkshire
6 months to
24 Oct 2020
Same period 2019 Same period 2018
Rank 49 39 27
Rank change year-on-year -10 -12 0
Permanent jobs citing Analytical Skills 124 466 639
As % of all permanent jobs advertised in Yorkshire 4.47% 6.72% 7.58%
As % of the Miscellaneous category 12.45% 18.82% 21.22%
Number of salaries quoted 110 375 513
Median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £31,250 £22,800 £22,500
90th Percentile £62,750 £69,200 £60,716
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 996 2,476 3,011
As % of all permanent IT jobs advertised in Yorkshire 35.87% 35.69% 35.73%
Number of salaries quoted 834 1,837 2,317
Median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +2.41%
10th Percentile £31,250 £23,250 £26,250
90th Percentile £65,000 £66,250 £60,000
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 24 October 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 24 October 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 -27 54 £45,000 +10.87% 16
North Yorkshire +39 32 £42,000 +40.00% 7
South Yorkshire -18 26 £41,500 +3.75% 9
East Yorkshire +16 11 £45,000 +41.73%
Analytical Skills
England

For the 6 months to 24 October 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 45 (36.29%) Problem-Solving
2 38 (30.65%) Microsoft
2 38 (30.65%) Agile Software Development
3 31 (25.00%) Windows
4 25 (20.16%) Azure
5 22 (17.74%) Business Intelligence
6 20 (16.13%) Microsoft Office
6 20 (16.13%) Analytics
7 19 (15.32%) Degree
8 18 (14.52%) SQL
8 18 (14.52%) ITIL
8 18 (14.52%) Project Delivery
9 16 (12.90%) Finance
10 15 (12.10%) C#
10 15 (12.10%) .NET
11 14 (11.29%) Data Modelling
11 14 (11.29%) Power Platform
12 13 (10.48%) Cybersecurity
12 13 (10.48%) Analytical Thinking
12 13 (10.48%) Web Services
13 12 (9.68%) SQL Server
13 12 (9.68%) Logistics
13 12 (9.68%) Software Engineering
13 12 (9.68%) AWS
13 12 (9.68%) Visualisation
13 12 (9.68%) Test Scripting
13 12 (9.68%) Git (software)
13 12 (9.68%) Analytical Mindset
14 11 (8.87%) Contingency Planning
14 11 (8.87%) Jenkins

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 (4.03%) Apache
1 5 (4.03%) Apache Spark
2 3 (2.42%) SharePoint
3 2 (1.61%) MS Exchange
4 1 (0.81%) Elasticsearch
Applications
1 20 (16.13%) Microsoft Office
2 7 (5.65%) Microsoft Excel
3 3 (2.42%) Microsoft PowerPoint
4 2 (1.61%) MS Visio
Business Applications
1 3 (2.42%) Dynamics AX
1 3 (2.42%) SessionCam
2 1 (0.81%) Sentinel
Cloud Services
1 25 (20.16%) Azure
2 14 (11.29%) Power Platform
3 12 (9.68%) AWS
4 10 (8.06%) Office 365
5 8 (6.45%) SaaS
6 3 (2.42%) Dynamics 365
6 3 (2.42%) Google Analytics
6 3 (2.42%) Yammer
7 2 (1.61%) Azure Active Directory
8 1 (0.81%) GCP
8 1 (0.81%) OneDrive
Communications & Networking
1 9 (7.26%) Firewall
2 6 (4.84%) LAN
2 6 (4.84%) WAN
3 5 (4.03%) VPN
4 3 (2.42%) SMS
5 2 (1.61%) VLAN
5 2 (1.61%) Wireless
6 1 (0.81%) DHCP
6 1 (0.81%) DNS
6 1 (0.81%) Intrusion Detection
6 1 (0.81%) Network Security
6 1 (0.81%) TCP/IP
Database & Business Intelligence
1 12 (9.68%) SQL Server
2 11 (8.87%) Crystal Reports
2 11 (8.87%) SQL Server Reporting Services
3 10 (8.06%) Power BI
4 9 (7.26%) Data Mining
5 7 (5.65%) SQL Server Integration Services
6 6 (4.84%) Oracle Database
7 5 (4.03%) Tableau
8 3 (2.42%) Big Data
8 3 (2.42%) QlikView
9 2 (1.61%) Hadoop
9 2 (1.61%) SQL Server Analysis Services
10 1 (0.81%) CouchDB
10 1 (0.81%) Data Warehouse
10 1 (0.81%) MongoDB
10 1 (0.81%) NoSQL
10 1 (0.81%) Qlik Sense
10 1 (0.81%) Relational Database
10 1 (0.81%) Tableau Desktop
Development Applications
1 12 (9.68%) Git (software)
2 11 (8.87%) Jenkins
3 6 (4.84%) Atlassian Bamboo
3 6 (4.84%) Subversion
3 6 (4.84%) Travis CI
4 4 (3.23%) Bitbucket
5 3 (2.42%) JIRA
5 3 (2.42%) Selenium
5 3 (2.42%) Visual Studio
6 2 (1.61%) Snyk
7 1 (0.81%) Appium
7 1 (0.81%) WebDriver
General
1 16 (12.90%) Finance
2 11 (8.87%) Marketing
3 7 (5.65%) Manufacturing
4 4 (3.23%) Banking
4 4 (3.23%) Legal
5 3 (2.42%) Law
5 3 (2.42%) Retail
6 2 (1.61%) Private Banking
6 2 (1.61%) Retail Banking
7 1 (0.81%) Games
7 1 (0.81%) German Language
7 1 (0.81%) Housing Association
7 1 (0.81%) Telecoms
Job Titles
1 30 (24.19%) Analyst
2 18 (14.52%) Developer
3 11 (8.87%) Business Analyst
3 11 (8.87%) Project Leader
4 8 (6.45%) IT Analyst
5 7 (5.65%) Software Engineer
6 6 (4.84%) Data Engineer
6 6 (4.84%) DBA
6 6 (4.84%) Security Analyst
6 6 (4.84%) Senior Analyst
6 6 (4.84%) Senior Software Engineer
7 5 (4.03%) Administrator
7 5 (4.03%) Lead Developer
7 5 (4.03%) Service Analyst
7 5 (4.03%) Service Desk Analyst
7 5 (4.03%) Technical Leader
8 4 (3.23%) Business Intelligence Developer
8 4 (3.23%) Technical Analyst
9 3 (2.42%) Data Analyst
9 3 (2.42%) Oracle DBA
Libraries, Frameworks & Software Standards
1 15 (12.10%) .NET
2 13 (10.48%) Web Services
3 10 (8.06%) .NET Framework
4 6 (4.84%) REST
5 5 (4.03%) HTML
6 4 (3.23%) XML
6 4 (3.23%) XSD
7 2 (1.61%) CSS
7 2 (1.61%) D3.js
7 2 (1.61%) JSON
7 2 (1.61%) Laravel
7 2 (1.61%) Ruby on Rails
7 2 (1.61%) Vue.js
8 1 (0.81%) Middleware
8 1 (0.81%) Pandas
8 1 (0.81%) RESTful
Miscellaneous
1 12 (9.68%) Analytical Mindset
2 8 (6.45%) Renewable Energy
3 7 (5.65%) Management Information System
3 7 (5.65%) Self-Motivation
4 6 (4.84%) Cyberthreat
4 6 (4.84%) User Experience
5 4 (3.23%) Data Centre
5 4 (3.23%) Enterprise Software
5 4 (3.23%) Virtual Team
6 2 (1.61%) Cloud Native
7 1 (0.81%) Cyberattack
7 1 (0.81%) Data Protection Act
7 1 (0.81%) FMCG
7 1 (0.81%) Mobile App
7 1 (0.81%) New Media
7 1 (0.81%) Robotics
7 1 (0.81%) Social Media
Operating Systems
1 31 (25.00%) Windows
2 7 (5.65%) Windows 10
3 3 (2.42%) Windows Server
4 2 (1.61%) Windows Server 2016
4 2 (1.61%) Windows Server 2019
5 1 (0.81%) Android
5 1 (0.81%) Apple iOS
Processes & Methodologies
1 45 (36.29%) Problem-Solving
2 38 (30.65%) Agile Software Development
3 22 (17.74%) Business Intelligence
4 20 (16.13%) Analytics
5 18 (14.52%) ITIL
5 18 (14.52%) Project Delivery
6 14 (11.29%) Data Modelling
7 13 (10.48%) Analytical Thinking
7 13 (10.48%) Cybersecurity
8 12 (9.68%) Logistics
8 12 (9.68%) Software Engineering
8 12 (9.68%) Test Scripting
8 12 (9.68%) Visualisation
9 11 (8.87%) Contingency Planning
9 11 (8.87%) Information Security
9 11 (8.87%) Integration Testing
9 11 (8.87%) System Integration Testing
9 11 (8.87%) User Acceptance Testing
10 10 (8.06%) Proactive Monitoring
10 10 (8.06%) Stakeholder Management
Programming Languages
1 18 (14.52%) SQL
2 15 (12.10%) C#
3 9 (7.26%) Python
4 6 (4.84%) PowerShell
5 5 (4.03%) C
5 5 (4.03%) VB
6 4 (3.23%) Java
6 4 (3.23%) PHP
7 3 (2.42%) PL/SQL
7 3 (2.42%) R
7 3 (2.42%) Ruby
7 3 (2.42%) X++
8 1 (0.81%) T-SQL
Qualifications
1 19 (15.32%) Degree
2 8 (6.45%) Cisco Certification
3 6 (4.84%) Computer Science Degree
3 6 (4.84%) PhD
4 5 (4.03%) (ISC)2 CCSP
5 3 (2.42%) CCNA
5 3 (2.42%) CCNP
5 3 (2.42%) CCSP
5 3 (2.42%) CISM
5 3 (2.42%) CISSP
6 2 (1.61%) TOGAF Certification
7 1 (0.81%) SSCP
Quality Assurance & Compliance
1 11 (8.87%) SLA
2 8 (6.45%) ISO/IEC 27001
3 7 (5.65%) PCI DSS
4 5 (4.03%) Cyber Essentials
5 4 (3.23%) GDPR
6 3 (2.42%) Data Quality
7 2 (1.61%) Cyber Essentials PLUS
7 2 (1.61%) QA
8 1 (0.81%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 8 (6.45%) Active Directory
2 3 (2.42%) Docker
3 1 (0.81%) VMware Infrastructure
Systems Management
1 5 (4.03%) SCCM
2 3 (2.42%) Kubernetes
2 3 (2.42%) Oracle Enterprise Manager
3 2 (1.61%) Host Intrusion Detection System
3 2 (1.61%) HP Fortify
3 2 (1.61%) WebInspect
Vendors
1 38 (30.65%) Microsoft
2 7 (5.65%) Oracle
3 6 (4.84%) Autodesk
4 5 (4.03%) Citrix
5 4 (3.23%) Cisco
6 3 (2.42%) Databricks
6 3 (2.42%) Google
7 2 (1.61%) Nintex
8 1 (0.81%) Alteryx
8 1 (0.81%) Facebook
8 1 (0.81%) Meraki
8 1 (0.81%) Rapid7
8 1 (0.81%) Salesforce.com
8 1 (0.81%) Snapchat
8 1 (0.81%) Talend
8 1 (0.81%) Twitter
8 1 (0.81%) Veeam
8 1 (0.81%) VMware
8 1 (0.81%) Xamarin
8 1 (0.81%) YouTube