Period
to 5 July 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in West 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
Yorkshire > West Yorkshire
6 months to
5 Jul 2020
Same period 2019 Same period 2018
Rank 30 35 33
Rank change year-on-year +5 -2 -2
Permanent jobs citing Analytical Skills 179 302 445
As % of all permanent jobs advertised in West Yorkshire 6.71% 6.65% 6.62%
As % of the Miscellaneous category 20.53% 19.87% 20.72%
Number of salaries quoted 157 257 380
Median annual salary £43,000 £41,000 £40,000
Median salary % change year-on-year +4.88% +2.50% -
10th Percentile £28,050 £25,000 £21,250
90th Percentile £68,000 £60,000 £60,000
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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 West Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
West Yorkshire
Permanent vacancies with a requirement for generic IT skills 872 1,520 2,148
As % of all permanent IT jobs advertised in West Yorkshire 32.67% 33.45% 31.95%
Number of salaries quoted 719 1,301 1,753
Median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £28,328 £24,750
90th Percentile £71,250 £62,500 £60,000
Yorkshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Analytical Skills
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Analytical Skills in West Yorkshire

Analytical Skills
Salary Trend in West Yorkshire

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

Salary trend for Analytical Skills in West Yorkshire

Analytical Skills
Salary Histogram in West Yorkshire

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

Salary histogram for Analytical Skills in West Yorkshire

Analytical Skills
Job Locations in West 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 West 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
Leeds -1 134 £45,000 +9.76% 10
Bradford +5 18 £43,000 +2.38% 2
Halifax +21 6 £60,000 -
Wakefield +18 4 £29,750 -
Pontefract - 4 £40,000 -
Analytical Skills
Yorkshire

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 West Yorkshire region with a requirement for Analytical Skills.

1 92 (51.40%) Problem-Solving
2 70 (39.11%) SQL
3 63 (35.20%) Agile Software Development
4 45 (25.14%) Windows
4 45 (25.14%) Microsoft
5 43 (24.02%) Finance
6 40 (22.35%) ITIL
7 30 (16.76%) C#
8 27 (15.08%) ITIL V3
9 24 (13.41%) .NET
9 24 (13.41%) Business Intelligence
10 23 (12.85%) JIRA
11 21 (11.73%) SQL Server Reporting Services
11 21 (11.73%) Incident Management
12 20 (11.17%) Oracle
12 20 (11.17%) Project Management
12 20 (11.17%) SDLC
13 19 (10.61%) Change Management
14 18 (10.06%) PL/SQL
14 18 (10.06%) Degree
14 18 (10.06%) Power BI
14 18 (10.06%) Oracle Database
14 18 (10.06%) Power Platform
14 18 (10.06%) Collaborative Working
15 17 (9.50%) Analytical Thinking
15 17 (9.50%) Windows Server
15 17 (9.50%) Web Services
15 17 (9.50%) Oracle Enterprise Manager
16 16 (8.94%) Visual Studio
16 16 (8.94%) Software Engineering

Analytical Skills
Co-occurring IT Skills in West 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 (6.70%) Confluence
2 5 (2.79%) SharePoint
3 3 (1.68%) IBM Domino
4 1 (0.56%) Apache Spark
4 1 (0.56%) CMS
4 1 (0.56%) SAS
4 1 (0.56%) Sitecore CMS
Applications
1 15 (8.38%) Microsoft Office
2 13 (7.26%) Microsoft Excel
3 6 (3.35%) Microsoft PowerPoint
4 1 (0.56%) Microsoft Project
4 1 (0.56%) MS Visio
Business Applications
1 13 (7.26%) assyst
2 12 (6.70%) Dynamics AX
3 6 (3.35%) Unit4 Business World
4 2 (1.12%) Dynamics CRM
5 1 (0.56%) Salesforce.com CRM
Cloud Services
1 18 (10.06%) Power Platform
2 13 (7.26%) Azure
3 11 (6.15%) Dynamics 365
4 7 (3.91%) Office 365
5 6 (3.35%) AWS
6 5 (2.79%) Adobe Analytics
6 5 (2.79%) Google Analytics
7 2 (1.12%) Amazon EC2
7 2 (1.12%) Amazon Kinesis
7 2 (1.12%) Amazon SageMaker
7 2 (1.12%) GitHub
8 1 (0.56%) Dropbox
8 1 (0.56%) Power Automate
8 1 (0.56%) SaaS
Communications & Networking
1 10 (5.59%) Firewall
1 10 (5.59%) VPN
2 5 (2.79%) Internet
2 5 (2.79%) Intrusion Detection
2 5 (2.79%) LAN
2 5 (2.79%) TCP/IP
2 5 (2.79%) WAN
3 4 (2.23%) DHCP
3 4 (2.23%) DSL
3 4 (2.23%) Network Security
4 3 (1.68%) HTTP
5 2 (1.12%) VLAN
6 1 (0.56%) DNS
6 1 (0.56%) H.323
6 1 (0.56%) SMTP
6 1 (0.56%) Unified Communications
6 1 (0.56%) Wireshark
Database & Business Intelligence
1 21 (11.73%) SQL Server Reporting Services
2 18 (10.06%) Oracle Database
2 18 (10.06%) Power BI
3 15 (8.38%) SQL Server
4 9 (5.03%) SQL Server Integration Services
5 8 (4.47%) SQL Server 2008
6 3 (1.68%) Data Warehouse
6 3 (1.68%) MS Access
6 3 (1.68%) SQL Server 2012
6 3 (1.68%) SQL Server 2016
7 2 (1.12%) Amazon Athena
7 2 (1.12%) Amazon Aurora
7 2 (1.12%) Amazon RDS
7 2 (1.12%) Data Lake
7 2 (1.12%) Pentaho
7 2 (1.12%) Qlik Sense
7 2 (1.12%) QlikView
7 2 (1.12%) Relational Database
7 2 (1.12%) Snowflake Schema
8 1 (0.56%) Oracle Database 11g
Development Applications
1 23 (12.85%) JIRA
2 16 (8.94%) Visual Studio
3 4 (2.23%) Jenkins
3 4 (2.23%) Postman
3 4 (2.23%) SpecFlow
4 3 (1.68%) Selenium
4 3 (1.68%) Team Foundation Server
4 3 (1.68%) Visual Studio Team System
4 3 (1.68%) WebDriver
5 2 (1.12%) Bitbucket
5 2 (1.12%) Cucumber
5 2 (1.12%) Snyk
6 1 (0.56%) Git (software)
6 1 (0.56%) Protractor
6 1 (0.56%) SQL Server Management Studio (SSMS)
General
1 43 (24.02%) Finance
2 14 (7.82%) Banking
3 11 (6.15%) Law
4 7 (3.91%) Retail Banking
5 6 (3.35%) Marketing
5 6 (3.35%) Retail
6 2 (1.12%) Manufacturing
7 1 (0.56%) German Language
7 1 (0.56%) Public Sector
Job Titles
1 52 (29.05%) Analyst
2 33 (18.44%) Developer
3 18 (10.06%) Senior Analyst
4 14 (7.82%) Business Analyst
5 13 (7.26%) Administrator
5 13 (7.26%) DBA
5 13 (7.26%) Oracle DBA
6 12 (6.70%) Dynamics AX Developer
7 11 (6.15%) Incident Manager
8 10 (5.59%) Software Engineer
9 8 (4.47%) Junior
9 8 (4.47%) Support Specialist
9 8 (4.47%) Team Leader
10 6 (3.35%) 2nd Line Support
10 6 (3.35%) Business Intelligence Analyst
10 6 (3.35%) Junior DBA
10 6 (3.35%) Junior Oracle DBA
10 6 (3.35%) Security Analyst
10 6 (3.35%) Service Analyst
10 6 (3.35%) Systems Analyst
Libraries, Frameworks & Software Standards
1 24 (13.41%) .NET
2 17 (9.50%) Web Services
3 11 (6.15%) XML
4 9 (5.03%) ASP.NET
5 8 (4.47%) .NET Framework
5 8 (4.47%) ASP.NET MVC
5 8 (4.47%) HTML
6 7 (3.91%) Entity Framework
7 5 (2.79%) ASP.NET MVC 5
7 5 (2.79%) Vue.js
8 3 (1.68%) Laravel
8 3 (1.68%) REST
8 3 (1.68%) RESTful
9 2 (1.12%) .NET Core
9 2 (1.12%) AngularJS
9 2 (1.12%) CSS
9 2 (1.12%) JSON
9 2 (1.12%) Middleware
10 1 (0.56%) HTML5
10 1 (0.56%) SOAP
Miscellaneous
1 10 (5.59%) Management Information System
2 9 (5.03%) Mainframe
3 7 (3.91%) Analytical Mindset
4 6 (3.35%) Security Operations Centre
5 4 (2.23%) iSeries
5 4 (2.23%) Self-Motivation
6 3 (1.68%) Data Centre
6 3 (1.68%) Greenfield Project
7 2 (1.12%) Cloud Native
7 2 (1.12%) Cyberthreat
7 2 (1.12%) New Media
7 2 (1.12%) Social Media
8 1 (0.56%) Mobile App
8 1 (0.56%) NHS
8 1 (0.56%) User Experience
Operating Systems
1 45 (25.14%) Windows
2 17 (9.50%) Windows Server
3 8 (4.47%) Linux
4 7 (3.91%) Windows Server 2012
5 4 (2.23%) Unix
5 4 (2.23%) Windows 10
5 4 (2.23%) Windows 7
5 4 (2.23%) Windows Server 2008
5 4 (2.23%) Windows Server 2016
5 4 (2.23%) Windows Server 2019
6 3 (1.68%) Mac OS
Processes & Methodologies
1 92 (51.40%) Problem-Solving
2 63 (35.20%) Agile Software Development
3 40 (22.35%) ITIL
4 27 (15.08%) ITIL V3
5 24 (13.41%) Business Intelligence
6 21 (11.73%) Incident Management
7 20 (11.17%) Project Management
7 20 (11.17%) SDLC
8 19 (10.61%) Change Management
9 18 (10.06%) Collaborative Working
10 17 (9.50%) Analytical Thinking
11 16 (8.94%) Continuous Improvement
11 16 (8.94%) Software Engineering
12 15 (8.38%) Security Operations
13 13 (7.26%) DevOps
13 13 (7.26%) Disaster Recovery
14 12 (6.70%) Information Security
14 12 (6.70%) Risk Management
14 12 (6.70%) Scrum
15 11 (6.15%) ITSM
Programming Languages
1 70 (39.11%) SQL
2 30 (16.76%) C#
3 18 (10.06%) PL/SQL
4 12 (6.70%) X++
5 11 (6.15%) PowerShell
6 9 (5.03%) Java
6 9 (5.03%) Python
7 7 (3.91%) JavaScript
7 7 (3.91%) T-SQL
8 4 (2.23%) Ruby
9 3 (1.68%) PHP
10 2 (1.12%) Bash Shell
10 2 (1.12%) C++
10 2 (1.12%) Haskell
10 2 (1.12%) Scala
10 2 (1.12%) TypeScript
11 1 (0.56%) C
11 1 (0.56%) Julia
11 1 (0.56%) R
Qualifications
1 18 (10.06%) Degree
2 5 (2.79%) CISM
2 5 (2.79%) CISSP
3 3 (1.68%) CCNA
3 3 (1.68%) CCNP
3 3 (1.68%) Cisco Certification
4 1 (0.56%) CISMP
4 1 (0.56%) ISEB
4 1 (0.56%) ISTQB
4 1 (0.56%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 12 (6.70%) SLA
2 7 (3.91%) QA
3 6 (3.35%) PCI DSS
4 4 (2.23%) ISO/IEC 27001
5 2 (1.12%) Cyber Essentials
5 2 (1.12%) Cyber Essentials PLUS
5 2 (1.12%) Data Quality
System Software
1 7 (3.91%) Docker
2 4 (2.23%) Active Directory
3 1 (0.56%) VMware Infrastructure
Systems Management
1 17 (9.50%) Oracle Enterprise Manager
2 7 (3.91%) Kubernetes
3 6 (3.35%) CSIRT
4 5 (2.79%) Rancher
5 2 (1.12%) Host Intrusion Detection System
5 2 (1.12%) HP Fortify
5 2 (1.12%) Opscode Chef
5 2 (1.12%) WebInspect
Vendors
1 45 (25.14%) Microsoft
2 20 (11.17%) Oracle
3 10 (5.59%) IBM
4 9 (5.03%) Unisys
5 5 (2.79%) Adobe
5 5 (2.79%) Google
5 5 (2.79%) Tableau
6 4 (2.23%) Cisco
6 4 (2.23%) Nintex
6 4 (2.23%) Screaming Frog
7 3 (1.68%) Alteryx
7 3 (1.68%) CrowdStrike
8 2 (1.12%) Cognizant
8 2 (1.12%) Facebook
8 2 (1.12%) Salesforce.com
8 2 (1.12%) Snapchat
8 2 (1.12%) Twitter
8 2 (1.12%) Xamarin
8 2 (1.12%) YouTube
9 1 (0.56%) VMware