Period
to 5 August 2020

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

Analytical Skills
6 months to
5 Aug 2020
Same period 2019 Same period 2018
Rank 40 29 31
Rank change year-on-year -11 +2 +1
Permanent jobs citing Analytical Skills 96 217 312
As % of all permanent jobs advertised in Leeds 5.80% 7.01% 6.77%
As % of the Miscellaneous category 19.35% 20.11% 20.87%
Number of salaries quoted 85 183 251
Median annual salary £45,000 £40,000 £42,000
Median salary % change year-on-year +12.50% -4.76% +3.70%
10th Percentile £27,700 £28,800 £21,250
90th Percentile £68,750 £67,000 £60,000
West Yorkshire median annual salary £43,000 £41,250 £39,500
% change year-on-year +4.24% +4.43% -7.06%

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 Leeds with a requirement for generic IT skills.

All Generic IT Skills
Leeds
Permanent vacancies with a requirement for generic IT skills 496 1,079 1,495
As % of all permanent IT jobs advertised in Leeds 29.95% 34.85% 32.43%
Number of salaries quoted 394 942 1,177
Median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £28,575 £31,250 £26,250
90th Percentile £72,500 £67,500 £60,000
West Yorkshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Analytical Skills
Job Vacancy Trend in Leeds

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

Job vacancy trend for Analytical Skills in Leeds

Analytical Skills
Salary Trend in Leeds

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

Salary trend for Analytical Skills in Leeds

Analytical Skills
Salary Histogram in Leeds

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

Salary histogram for Analytical Skills in Leeds

For the 6 months to 5 August 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 Leeds region with a requirement for Analytical Skills.

1 43 (44.79%) Problem-Solving
2 37 (38.54%) SQL
3 27 (28.13%) Windows
3 27 (28.13%) Agile Software Development
4 22 (22.92%) Business Intelligence
5 21 (21.88%) Microsoft
6 18 (18.75%) C#
7 16 (16.67%) Power BI
7 16 (16.67%) Power Platform
8 15 (15.63%) .NET
8 15 (15.63%) Oracle
8 15 (15.63%) Web Services
8 15 (15.63%) ITIL
8 15 (15.63%) Finance
9 14 (14.58%) JIRA
10 13 (13.54%) Windows Server
10 13 (13.54%) Oracle Database
10 13 (13.54%) PL/SQL
10 13 (13.54%) Collaborative Working
11 12 (12.50%) Analytical Thinking
11 12 (12.50%) Oracle Enterprise Manager
11 12 (12.50%) Azure
12 11 (11.46%) X++
12 11 (11.46%) DevOps
12 11 (11.46%) SDLC
12 11 (11.46%) Visual Studio
12 11 (11.46%) Law
12 11 (11.46%) Banking
12 11 (11.46%) SQL Server Reporting Services
12 11 (11.46%) Software Engineering

Analytical Skills
Co-occurring IT Skills in Leeds 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 8 (8.33%) Confluence
2 4 (4.17%) SharePoint
3 2 (2.08%) IBM Domino
Applications
1 5 (5.21%) Microsoft Excel
2 4 (4.17%) Microsoft Office
3 1 (1.04%) Microsoft PowerPoint
3 1 (1.04%) Microsoft Project
3 1 (1.04%) MS Visio
Business Applications
1 11 (11.46%) Dynamics AX
2 5 (5.21%) assyst
Cloud Services
1 16 (16.67%) Power Platform
2 12 (12.50%) Azure
3 11 (11.46%) Dynamics 365
4 7 (7.29%) AWS
5 2 (2.08%) Adobe Analytics
5 2 (2.08%) GitHub
5 2 (2.08%) Google Analytics
6 1 (1.04%) Amazon EC2
6 1 (1.04%) Amazon Kinesis
6 1 (1.04%) Amazon SageMaker
6 1 (1.04%) GCP
6 1 (1.04%) Office 365
6 1 (1.04%) SaaS
Communications & Networking
1 5 (5.21%) Firewall
1 5 (5.21%) LAN
1 5 (5.21%) VPN
1 5 (5.21%) WAN
2 2 (2.08%) HTTP
2 2 (2.08%) VLAN
Database & Business Intelligence
1 16 (16.67%) Power BI
2 13 (13.54%) Oracle Database
3 11 (11.46%) SQL Server Reporting Services
4 2 (2.08%) SQL Server
5 1 (1.04%) Amazon Athena
5 1 (1.04%) Amazon RDS
5 1 (1.04%) BusinessObjects
5 1 (1.04%) Data Lake
5 1 (1.04%) Data Warehouse
5 1 (1.04%) Oracle Database 11g
5 1 (1.04%) Oracle ODI
5 1 (1.04%) Pentaho
5 1 (1.04%) PowerPivot
5 1 (1.04%) Qlik Sense
5 1 (1.04%) QlikView
5 1 (1.04%) RDBMS
5 1 (1.04%) Relational Database
5 1 (1.04%) SAP Data Services
5 1 (1.04%) Snowflake Schema
5 1 (1.04%) SQL Server Integration Services
Development Applications
1 14 (14.58%) JIRA
2 11 (11.46%) Visual Studio
3 5 (5.21%) Jenkins
4 2 (2.08%) Cucumber
4 2 (2.08%) Selenium
4 2 (2.08%) Snyk
5 1 (1.04%) Bitbucket
5 1 (1.04%) Visual Studio Team System
5 1 (1.04%) WebDriver
General
1 15 (15.63%) Finance
2 11 (11.46%) Banking
2 11 (11.46%) Law
3 7 (7.29%) Retail Banking
4 4 (4.17%) Retail
5 2 (2.08%) Marketing
6 1 (1.04%) Games
6 1 (1.04%) German Language
Job Titles
1 24 (25.00%) Analyst
2 20 (20.83%) Developer
3 11 (11.46%) Dynamics AX Developer
4 9 (9.38%) DBA
4 9 (9.38%) Oracle DBA
4 9 (9.38%) Software Engineer
5 8 (8.33%) Administrator
6 7 (7.29%) Business Intelligence Analyst
6 7 (7.29%) Junior
7 6 (6.25%) Junior DBA
7 6 (6.25%) Junior Oracle DBA
8 5 (5.21%) Business Analyst
8 5 (5.21%) Senior Analyst
9 4 (4.17%) 2nd Line Support
9 4 (4.17%) Data Analyst
9 4 (4.17%) PHP Developer
9 4 (4.17%) SharePoint Specialist
9 4 (4.17%) Support Specialist
10 3 (3.13%) Lead PHP Developer
10 3 (3.13%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 15 (15.63%) .NET
1 15 (15.63%) Web Services
2 6 (6.25%) HTML
2 6 (6.25%) XML
3 5 (5.21%) Vue.js
4 4 (4.17%) Laravel
5 2 (2.08%) ASP.NET
5 2 (2.08%) ASP.NET MVC
5 2 (2.08%) JSON
5 2 (2.08%) Middleware
5 2 (2.08%) REST
5 2 (2.08%) RESTful
6 1 (1.04%) .NET Core
6 1 (1.04%) .NET Framework
6 1 (1.04%) AngularJS
6 1 (1.04%) Entity Framework
Miscellaneous
1 10 (10.42%) Analytical Mindset
2 9 (9.38%) Mainframe
3 5 (5.21%) Self-Motivation
4 3 (3.13%) Data Centre
4 3 (3.13%) New Media
4 3 (3.13%) Social Media
5 2 (2.08%) Cloud Native
5 2 (2.08%) Cyberthreat
5 2 (2.08%) iSeries
5 2 (2.08%) Security Operations Centre
6 1 (1.04%) Greenfield Project
6 1 (1.04%) NHS
Operating Systems
1 27 (28.13%) Windows
2 13 (13.54%) Windows Server
3 4 (4.17%) Unix
3 4 (4.17%) Windows Server 2016
3 4 (4.17%) Windows Server 2019
4 3 (3.13%) Linux
5 1 (1.04%) Android
5 1 (1.04%) Apple iOS
5 1 (1.04%) Windows Server 2012
Processes & Methodologies
1 43 (44.79%) Problem-Solving
2 27 (28.13%) Agile Software Development
3 22 (22.92%) Business Intelligence
4 15 (15.63%) ITIL
5 13 (13.54%) Collaborative Working
6 12 (12.50%) Analytical Thinking
7 11 (11.46%) DevOps
7 11 (11.46%) SDLC
7 11 (11.46%) Software Engineering
8 9 (9.38%) Continuous Integration
8 9 (9.38%) ITIL V3
8 9 (9.38%) Waterfall
9 8 (8.33%) Change Management
9 8 (8.33%) Decision-Making
9 8 (8.33%) Project Management
10 7 (7.29%) Continuous Improvement
10 7 (7.29%) Incident Management
10 7 (7.29%) Kanban
10 7 (7.29%) Scrum
11 6 (6.25%) Analytics
Programming Languages
1 37 (38.54%) SQL
2 18 (18.75%) C#
3 13 (13.54%) PL/SQL
4 11 (11.46%) X++
5 10 (10.42%) Python
6 8 (8.33%) PowerShell
7 7 (7.29%) Java
8 4 (4.17%) JavaScript
8 4 (4.17%) PHP
9 2 (2.08%) Bash Shell
9 2 (2.08%) R
9 2 (2.08%) Ruby
9 2 (2.08%) T-SQL
10 1 (1.04%) C
10 1 (1.04%) C++
10 1 (1.04%) Haskell
10 1 (1.04%) Scala
10 1 (1.04%) TypeScript
Qualifications
1 3 (3.13%) CCNA
1 3 (3.13%) CCNP
1 3 (3.13%) Cisco Certification
1 3 (3.13%) Degree
Quality Assurance & Compliance
1 8 (8.33%) SLA
2 5 (5.21%) PCI DSS
3 4 (4.17%) QA
4 2 (2.08%) Cyber Essentials
4 2 (2.08%) Cyber Essentials PLUS
4 2 (2.08%) ISO/IEC 27001
5 1 (1.04%) Data Quality
System Software
1 5 (5.21%) Docker
Systems Management
1 12 (12.50%) Oracle Enterprise Manager
2 5 (5.21%) Kubernetes
3 3 (3.13%) Rancher
4 2 (2.08%) CSIRT
4 2 (2.08%) Host Intrusion Detection System
4 2 (2.08%) HP Fortify
4 2 (2.08%) Opscode Chef
4 2 (2.08%) WebInspect
Vendors
1 21 (21.88%) Microsoft
2 15 (15.63%) Oracle
3 9 (9.38%) IBM
4 8 (8.33%) Unisys
5 5 (5.21%) Tableau
6 4 (4.17%) Nintex
7 3 (3.13%) Alteryx
7 3 (3.13%) Cisco
7 3 (3.13%) Facebook
7 3 (3.13%) Snapchat
7 3 (3.13%) Twitter
7 3 (3.13%) YouTube
8 2 (2.08%) Adobe
8 2 (2.08%) Cognizant
8 2 (2.08%) Google
8 2 (2.08%) Screaming Frog
8 2 (2.08%) Xamarin
9 1 (1.04%) SAP