Period
to 23 October 2018

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 23 October 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 29 26 33
Rank change year-on-year -3 +7 -3
Permanent jobs citing Analytical Skills 262 366 355
As % of all permanent IT jobs advertised in Leeds 6.71% 7.65% 6.56%
As % of the Miscellaneous category 18.82% 22.11% 20.75%
Number of salaries quoted 202 264 293
Leeds median annual salary £41,375 £40,000 £37,500
Median salary % change year-on-year +3.44% +6.67% -
10th Percentile £21,250 £26,325 £25,150
90th Percentile £62,512 £65,000 £53,750
West Yorkshire median annual salary £40,000 £40,000 £40,000

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 1,392 1,655 1,711
As % of all permanent IT jobs advertised in Leeds 35.66% 34.57% 31.62%
Number of salaries quoted 1,071 1,297 1,440
Leeds median annual salary £44,000 £45,000 £40,000
Median salary % change year-on-year -2.22% +12.50% -5.88%
10th Percentile £26,490 £26,500 £25,000
90th Percentile £60,000 £65,000 £62,500
West Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Analytical Skills
Job Vacancy Trend in Leeds

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

Job vacancy trend for Analytical Skills in Leeds

Analytical Skills
Salary Trend in Leeds

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Leeds.

Salary trend for Analytical Skills in Leeds

Analytical Skills
Salary Histogram in Leeds

The salary distribution of IT jobs citing Analytical Skills in Leeds over the 6 months to 23 October 2018.

Salary histogram for Analytical Skills in Leeds

For the 6 months to 23 October 2018, 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.

1 119 (45.42%) Problem-Solving
2 92 (35.11%) Finance
3 74 (28.24%) Agile Software Development
4 62 (23.66%) SQL
5 49 (18.70%) Degree
6 46 (17.56%) Microsoft Excel
7 45 (17.18%) Stakeholder Management
8 43 (16.41%) ITIL
9 40 (15.27%) Java
10 38 (14.50%) Microsoft
11 31 (11.83%) Project Management
12 30 (11.45%) Time Management
12 30 (11.45%) Analytics
13 29 (11.07%) Microsoft Office
14 28 (10.69%) Retail
14 28 (10.69%) C#
14 28 (10.69%) Python
14 28 (10.69%) Self-Motivation
14 28 (10.69%) Mentoring
15 27 (10.31%) SQL Server
16 26 (9.92%) .NET
16 26 (9.92%) Service Management
16 26 (9.92%) ITSM
17 25 (9.54%) Problem Management
17 25 (9.54%) Business Analysis
17 25 (9.54%) SDLC
18 24 (9.16%) Analytical Thinking
18 24 (9.16%) Windows
19 23 (8.78%) SLA
19 23 (8.78%) Continuous Improvement

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 21 (8.02%) SAS
2 10 (3.82%) SharePoint
3 7 (2.67%) CMS
4 5 (1.91%) IIS
5 4 (1.53%) SharePoint 2013
5 4 (1.53%) SharePoint Server
6 3 (1.15%) MS Exchange
7 2 (0.76%) ArcGIS
7 2 (0.76%) Confluence
7 2 (0.76%) GeoServer
7 2 (0.76%) Oracle SOA Suite
8 1 (0.38%) Apache Spark
8 1 (0.38%) Exchange Server 2010
8 1 (0.38%) OpenEdge
8 1 (0.38%) Oracle Workflow
Applications
1 46 (17.56%) Microsoft Excel
2 29 (11.07%) Microsoft Office
3 16 (6.11%) Microsoft PowerPoint
4 9 (3.44%) MS Visio
5 4 (1.53%) Acrobat
5 4 (1.53%) Photoshop
6 3 (1.15%) SPSS
7 2 (0.76%) EViews
7 2 (0.76%) Microsoft Project
8 1 (0.38%) Chatbot
8 1 (0.38%) Weka
Business Applications
1 6 (2.29%) Dynamics AX
2 1 (0.38%) Dynamics CRM
2 1 (0.38%) NetSuite
2 1 (0.38%) PeopleSoft HRMS
2 1 (0.38%) Sage 200
2 1 (0.38%) VisionPLUS
2 1 (0.38%) Visualfiles
Cloud Services
1 18 (6.87%) Microsoft Azure
2 10 (3.82%) Amazon AWS
3 7 (2.67%) SaaS
4 5 (1.91%) Dynamics 365
4 5 (1.91%) PaaS
5 4 (1.53%) IaaS
6 3 (1.15%) Office 365
7 1 (0.38%) Adobe Analytics
7 1 (0.38%) Google Analytics
7 1 (0.38%) SuccessFactors
Communications & Networking
1 7 (2.67%) Intranet
2 5 (1.91%) Firewall
2 5 (1.91%) Intrusion Detection
2 5 (1.91%) VPN
3 4 (1.53%) Symposium
4 3 (1.15%) DNS
4 3 (1.15%) NetScaler
5 2 (0.76%) LAN
5 2 (0.76%) Network Security
5 2 (0.76%) SMS
5 2 (0.76%) WAN
6 1 (0.38%) Cisco ASA
6 1 (0.38%) Extranet
6 1 (0.38%) Internet
6 1 (0.38%) SAN
6 1 (0.38%) Wi-Fi
Database & Business Intelligence
1 27 (10.31%) SQL Server
2 21 (8.02%) SQL Server Reporting Services
3 18 (6.87%) SQL Server Integration Services
4 14 (5.34%) SQL Server Analysis Services
5 9 (3.44%) Base SAS
5 9 (3.44%) Power BI
6 8 (3.05%) QlikView
7 6 (2.29%) Data Warehouse
7 6 (2.29%) NoSQL
7 6 (2.29%) Relational Database
7 6 (2.29%) SAS Enterprise Guide
7 6 (2.29%) SAS Enterprise Miner
7 6 (2.29%) SQL Server 2012
8 5 (1.91%) SQL Server 2016
9 4 (1.53%) SQL Server 2014
10 3 (1.15%) MS Access
11 2 (0.76%) BusinessObjects
11 2 (0.76%) GIS
11 2 (0.76%) PostgreSQL
11 2 (0.76%) ROLAP
Development Applications
1 8 (3.05%) Selenium
2 6 (2.29%) Git (software)
2 6 (2.29%) JIRA
2 6 (2.29%) Team Foundation Server
2 6 (2.29%) WebDriver
3 4 (1.53%) Dreamweaver
3 4 (1.53%) Visual Studio Team System
4 3 (1.15%) Jenkins
4 3 (1.15%) SonarQube
5 2 (0.76%) Aptana Studio
6 1 (0.38%) Ant
6 1 (0.38%) Atlassian Bamboo
6 1 (0.38%) Bitbucket
6 1 (0.38%) JUnit
6 1 (0.38%) Maven
6 1 (0.38%) Octopus Deploy
6 1 (0.38%) Subversion
6 1 (0.38%) Visual Studio
General
1 92 (35.11%) Finance
2 28 (10.69%) Retail
3 20 (7.63%) Marketing
4 10 (3.82%) Banking
5 9 (3.44%) Back Office
6 6 (2.29%) Retail Banking
7 5 (1.91%) Telecoms
8 4 (1.53%) Pharmaceutical
9 3 (1.15%) Advertising
9 3 (1.15%) Games
9 3 (1.15%) Law
9 3 (1.15%) Legal
10 2 (0.76%) Financial Institution
10 2 (0.76%) Manufacturing
11 1 (0.38%) Automotive
11 1 (0.38%) Military
Job Titles
1 99 (37.79%) Analyst
2 51 (19.47%) Developer
3 29 (11.07%) Senior Analyst
4 27 (10.31%) Business Analyst
5 21 (8.02%) Service Analyst
5 21 (8.02%) Service Desk Analyst
6 16 (6.11%) Consultant
7 14 (5.34%) .NET Developer
8 13 (4.96%) Senior Business Analyst
9 12 (4.58%) Software Developer
10 11 (4.20%) Architect
10 11 (4.20%) Java Developer
10 11 (4.20%) Senior Manager
11 9 (3.44%) Implementation Consultant
12 8 (3.05%) Business Consultant
12 8 (3.05%) Java Software Developer
12 8 (3.05%) Senior Developer
12 8 (3.05%) Service Manager
12 8 (3.05%) Solutions Consultant
12 8 (3.05%) Test Architect
Libraries, Frameworks & Software Standards
1 26 (9.92%) .NET
2 17 (6.49%) HTML
2 17 (6.49%) Web Services
3 16 (6.11%) CSS
4 7 (2.67%) .NET Framework
4 7 (2.67%) Entity Framework
5 6 (2.29%) jQuery
5 6 (2.29%) REST
6 5 (1.91%) ASP.NET
6 5 (1.91%) ASP.NET Web API
7 4 (1.53%) AngularJS
7 4 (1.53%) Flash
7 4 (1.53%) HTML5
8 3 (1.15%) SOAP
8 3 (1.15%) XML
8 3 (1.15%) XSD
9 2 (0.76%) ASP.NET MVC
9 2 (0.76%) Middleware
9 2 (0.76%) NHibernate
9 2 (0.76%) PostGIS
Miscellaneous
1 28 (10.69%) Self-Motivation
2 20 (7.63%) Management Information System
3 18 (6.87%) User Experience
4 11 (4.20%) Computer Science
5 7 (2.67%) Fintech
6 5 (1.91%) Analytical Mindset
6 5 (1.91%) Greenfield Project
7 4 (1.53%) Biotechnology
7 4 (1.53%) Client/Server
7 4 (1.53%) Mobile App
7 4 (1.53%) NHS
7 4 (1.53%) PMI
7 4 (1.53%) Social Media
7 4 (1.53%) Video Conferencing
7 4 (1.53%) W3C
8 3 (1.15%) Credit Risk
8 3 (1.15%) Data Protection Act
8 3 (1.15%) FMCG
9 2 (0.76%) Data Structures
9 2 (0.76%) Security Operations Centre
Operating Systems
1 24 (9.16%) Windows
2 11 (4.20%) Windows Server
3 6 (2.29%) Linux
3 6 (2.29%) Unix
3 6 (2.29%) Windows 10
4 5 (1.91%) Windows Server 2008
5 3 (1.15%) Android
5 3 (1.15%) Apple iOS
5 3 (1.15%) Mac OS X
5 3 (1.15%) Windows 7
6 2 (0.76%) Mac OS
6 2 (0.76%) Windows 8
6 2 (0.76%) Windows Mobile
7 1 (0.38%) Windows Server 2012
Processes & Methodologies
1 119 (45.42%) Problem-Solving
2 74 (28.24%) Agile Software Development
3 45 (17.18%) Stakeholder Management
4 43 (16.41%) ITIL
5 31 (11.83%) Project Management
6 30 (11.45%) Analytics
6 30 (11.45%) Time Management
7 28 (10.69%) Mentoring
8 26 (9.92%) ITSM
8 26 (9.92%) Service Management
9 25 (9.54%) Business Analysis
9 25 (9.54%) Problem Management
9 25 (9.54%) SDLC
10 24 (9.16%) Analytical Thinking
11 23 (8.78%) Continuous Improvement
11 23 (8.78%) Decision-Making
12 20 (7.63%) Coaching
12 20 (7.63%) Mathematics
13 19 (7.25%) Business Intelligence
14 17 (6.49%) CRM
Programming Languages
1 62 (23.66%) SQL
2 40 (15.27%) Java
3 28 (10.69%) C#
3 28 (10.69%) Python
4 19 (7.25%) T-SQL
5 18 (6.87%) JavaScript
6 16 (6.11%) VBA
7 12 (4.58%) PHP
7 12 (4.58%) R
8 10 (3.82%) PowerShell
9 8 (3.05%) Ruby
9 8 (3.05%) VB
10 7 (2.67%) MATLAB
11 6 (2.29%) C
12 5 (1.91%) VB.NET
13 4 (1.53%) ActionScript
13 4 (1.53%) ActionScript 3.0
13 4 (1.53%) Bash Shell
13 4 (1.53%) C++
14 3 (1.15%) PL/SQL
Qualifications
1 49 (18.70%) Degree
2 13 (4.96%) ITIL Foundation Certificate
3 12 (4.58%) ISEB
4 11 (4.20%) ISTQB
5 8 (3.05%) CISSP
6 7 (2.67%) Microsoft Certification
6 7 (2.67%) Security Cleared
7 6 (2.29%) MCSE
7 6 (2.29%) SC Cleared
8 5 (1.91%) PMI Certification
9 4 (1.53%) CISA
9 4 (1.53%) CISM
9 4 (1.53%) CISMP
10 3 (1.15%) DBS Check
10 3 (1.15%) ITIL Certification
11 2 (0.76%) MBA
11 2 (0.76%) MCITP
11 2 (0.76%) Postgraduate
11 2 (0.76%) TOGAF Certification
12 1 (0.38%) MCSA
Quality Assurance & Compliance
1 23 (8.78%) SLA
2 10 (3.82%) PMO
3 7 (2.67%) Data Quality
3 7 (2.67%) GDPR
4 5 (1.91%) ISO/IEC 27001
5 4 (1.53%) PCI DSS
5 4 (1.53%) QA
6 2 (0.76%) Sarbanes-Oxley
7 1 (0.38%) Cyber Essentials
7 1 (0.38%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.38%) P3O
System Software
1 11 (4.20%) Active Directory
2 3 (1.15%) Virtual Servers
2 3 (1.15%) vSphere
3 2 (0.76%) Hyper-V
4 1 (0.38%) VMware ESXi
4 1 (0.38%) VMware Infrastructure
Systems Management
1 7 (2.67%) HP Quality Center
2 4 (1.53%) McAfee ePO
2 4 (1.53%) Nessus
2 4 (1.53%) SCCM
2 4 (1.53%) SCOM
3 3 (1.15%) Systems Management Server (SMS)
3 3 (1.15%) WSUS
4 2 (0.76%) DameWare
4 2 (0.76%) HP ALM
4 2 (0.76%) Oracle Identity Manager
4 2 (0.76%) ServiceCenter
Vendors
1 38 (14.50%) Microsoft
2 16 (6.11%) Tableau
3 12 (4.58%) Oracle
4 11 (4.20%) HP
5 6 (2.29%) Cognos
5 6 (2.29%) Salesforce.com
6 5 (1.91%) Samsung
7 4 (1.53%) Google
7 4 (1.53%) McAfee
7 4 (1.53%) Splunk
7 4 (1.53%) Twitter
8 3 (1.15%) Informatica
8 3 (1.15%) MuleSoft
8 3 (1.15%) NetApp
8 3 (1.15%) Orchard
8 3 (1.15%) SAP
9 2 (0.76%) Blue Prism
9 2 (0.76%) Bomgar
9 2 (0.76%) ServiceNow
9 2 (0.76%) Xamarin