Period
to 20 March 2019

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 20 March 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
6 months to
20 Mar 2019
Same period 2018 Same period 2017
Rank 34 35 38
Rank change year-on-year +1 +3 -16
Permanent jobs citing Analytical Skills 221 329 319
As % of all permanent IT jobs advertised in Leeds 6.94% 6.58% 6.05%
As % of the Miscellaneous category 18.81% 20.93% 20.38%
Number of salaries quoted 195 266 279
Leeds median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £26,250 £29,375 £25,000
90th Percentile £60,578 £62,500 £57,500
West 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 Leeds with a requirement for generic IT skills.

All Generic IT Skills
Leeds
Permanent vacancies with a requirement for generic IT skills 1,175 1,572 1,565
As % of all permanent IT jobs advertised in Leeds 36.89% 31.43% 29.70%
Number of salaries quoted 974 1,282 1,346
Leeds median annual salary £45,000 £43,250 £42,500
Median salary % change year-on-year +4.05% +1.76% +3.66%
10th Percentile £29,000 £27,500 £25,000
90th Percentile £67,500 £61,250 £60,000
West Yorkshire median annual salary £43,500 £42,500 £40,000
% change year-on-year +2.35% +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 20 March 2019.

Salary histogram for Analytical Skills in Leeds

For the 6 months to 20 March 2019, 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 73 (33.03%) Problem-Solving
2 68 (30.77%) Agile Software Development
3 57 (25.79%) Microsoft
4 50 (22.62%) ITIL
5 41 (18.55%) SQL
6 39 (17.65%) Java
7 35 (15.84%) Cisco
7 35 (15.84%) Security Cleared
8 34 (15.38%) SC Cleared
8 34 (15.38%) Windows
9 30 (13.57%) Active Directory
9 30 (13.57%) Cisco Certification
10 28 (12.67%) JavaScript
11 27 (12.22%) SQL Server
11 27 (12.22%) Wi-Fi
12 26 (11.76%) Change Management
12 26 (11.76%) JIRA
13 25 (11.31%) ITSM
14 24 (10.86%) Firewall
14 24 (10.86%) HP
14 24 (10.86%) CCNP
14 24 (10.86%) Amazon AWS
14 24 (10.86%) Meraki
15 23 (10.41%) Mentoring
15 23 (10.41%) F5
15 23 (10.41%) Microsoft Azure
15 23 (10.41%) Wireshark
15 23 (10.41%) Juniper
15 23 (10.41%) Stakeholder Management
16 22 (9.95%) Finance

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 14 (6.33%) SharePoint
2 12 (5.43%) MS Exchange
3 6 (2.71%) Confluence
4 5 (2.26%) Exchange Server 2010
4 5 (2.26%) SharePoint 2013
5 4 (1.81%) CMS
5 4 (1.81%) Exchange Server 2013
5 4 (1.81%) Oracle Application Server
5 4 (1.81%) SAS
5 4 (1.81%) SharePoint 2010
6 3 (1.36%) IIS
7 2 (0.90%) ArcGIS
7 2 (0.90%) GeoServer
8 1 (0.45%) Apache Spark
8 1 (0.45%) Exchange Server 2003
8 1 (0.45%) Exchange Server 2007
8 1 (0.45%) Kentico
8 1 (0.45%) OpenEdge
8 1 (0.45%) SharePoint Server
Applications
1 19 (8.60%) Microsoft Excel
2 11 (4.98%) Microsoft Office
3 7 (3.17%) MS Visio
4 4 (1.81%) Microsoft PowerPoint
5 1 (0.45%) Weka
Business Applications
1 4 (1.81%) Dynamics CRM
1 4 (1.81%) Remedy ITSM
2 1 (0.45%) Maximo
2 1 (0.45%) PeopleSoft HRMS
2 1 (0.45%) SAP PP
2 1 (0.45%) SAP S/4HANA
2 1 (0.45%) Visualfiles
Cloud Services
1 24 (10.86%) Amazon AWS
2 23 (10.41%) Microsoft Azure
3 14 (6.33%) GitHub
4 13 (5.88%) Office 365
5 8 (3.62%) Google Analytics
6 4 (1.81%) Adobe Analytics
7 3 (1.36%) SaaS
8 2 (0.90%) Salesforce Sales Cloud
8 2 (0.90%) Salesforce Service Cloud
9 1 (0.45%) AdWords
9 1 (0.45%) Force.com
9 1 (0.45%) Mimecast
9 1 (0.45%) PaaS
Communications & Networking
1 27 (12.22%) Wi-Fi
2 24 (10.86%) Firewall
3 23 (10.41%) Wireshark
4 22 (9.95%) Cisco Nexus
5 11 (4.98%) VPN
6 7 (3.17%) DNS
6 7 (3.17%) Intrusion Detection
7 6 (2.71%) Broadband
7 6 (2.71%) TCP/IP
7 6 (2.71%) WAN
8 5 (2.26%) Cisco ASA
8 5 (2.26%) Cisco Firepower
8 5 (2.26%) DSL
8 5 (2.26%) LAN
9 4 (1.81%) Cisco IOS
9 4 (1.81%) SMTP
10 3 (1.36%) Internet
10 3 (1.36%) Intranet
11 2 (0.90%) FTP
11 2 (0.90%) Network Security
Database & Business Intelligence
1 27 (12.22%) SQL Server
2 22 (9.95%) SQL Server Reporting Services
3 13 (5.88%) SQL Server Integration Services
4 9 (4.07%) SQL Server 2008
4 9 (4.07%) SQL Server Analysis Services
5 8 (3.62%) Data Warehouse
6 7 (3.17%) PostgreSQL
7 5 (2.26%) MySQL
7 5 (2.26%) Power BI
7 5 (2.26%) QlikView
7 5 (2.26%) Relational Database
7 5 (2.26%) SQL Server 2012
8 4 (1.81%) SQL Server 2016
9 3 (1.36%) Big Data
10 2 (0.90%) BusinessObjects
10 2 (0.90%) DB2
10 2 (0.90%) Geospatial Data
10 2 (0.90%) GIS
10 2 (0.90%) NoSQL
10 2 (0.90%) RDBMS
Development Applications
1 26 (11.76%) JIRA
2 17 (7.69%) Git (software)
3 12 (5.43%) Selenium
3 12 (5.43%) WebDriver
4 6 (2.71%) Team Foundation Server
5 4 (1.81%) SQL Server Management Studio (SSMS)
6 3 (1.36%) Visual Studio
7 2 (0.90%) Aptana Studio
8 1 (0.45%) Android Studio
8 1 (0.45%) Gradle
8 1 (0.45%) Jenkins
8 1 (0.45%) JMeter
8 1 (0.45%) JUnit
8 1 (0.45%) Oracle APEX
General
1 22 (9.95%) Finance
2 14 (6.33%) Marketing
3 8 (3.62%) Retail
4 7 (3.17%) Telecoms
5 3 (1.36%) Back Office
6 2 (0.90%) Banking
6 2 (0.90%) Legal
7 1 (0.45%) Games
7 1 (0.45%) Law
7 1 (0.45%) Pharmaceutical
Job Titles
1 66 (29.86%) Analyst
2 40 (18.10%) Developer
3 22 (9.95%) Network Engineer
4 20 (9.05%) Support Engineer
5 19 (8.60%) Consultant
5 19 (8.60%) Network Support
6 18 (8.14%) Network Support Engineer
7 15 (6.79%) IT Analyst
8 14 (6.33%) Business Analyst
8 14 (6.33%) Support Analyst
9 10 (4.52%) Insight Analyst
9 10 (4.52%) Junior
9 10 (4.52%) Tester
10 9 (4.07%) Service Analyst
11 8 (3.62%) Technical Consultant
12 7 (3.17%) Applications Support
12 7 (3.17%) Applications Support Analyst
12 7 (3.17%) Data Analyst
12 7 (3.17%) Security Analyst
12 7 (3.17%) Senior Tester
Libraries, Frameworks & Software Standards
1 21 (9.50%) REST
2 19 (8.60%) Web Services
3 15 (6.79%) Node.js
4 14 (6.33%) HTML
4 14 (6.33%) React
4 14 (6.33%) RESTful
5 10 (4.52%) .NET
6 9 (4.07%) CSS
7 4 (1.81%) HTML5
7 4 (1.81%) SOAP
8 3 (1.36%) .NET Framework
8 3 (1.36%) XML
9 2 (0.90%) AngularJS
9 2 (0.90%) ASP.NET
9 2 (0.90%) CSS3
9 2 (0.90%) J2EE
9 2 (0.90%) JSON
9 2 (0.90%) Middleware
9 2 (0.90%) PostGIS
9 2 (0.90%) WSDL
Miscellaneous
1 21 (9.50%) Management Information System
2 12 (5.43%) Analytical Mindset
3 9 (4.07%) Self-Motivation
4 7 (3.17%) Data Centre
5 6 (2.71%) User Experience
6 4 (1.81%) Data Protection Act
6 4 (1.81%) NHS
6 4 (1.81%) PKI
6 4 (1.81%) Replication
7 3 (1.36%) Fintech
7 3 (1.36%) Mobile App
8 2 (0.90%) Video Conferencing
9 1 (0.45%) Cyberattack
9 1 (0.45%) Distributed Denial-of-Service
9 1 (0.45%) Enterprise Software
9 1 (0.45%) Security Operations Centre
Operating Systems
1 34 (15.38%) Windows
2 13 (5.88%) Windows 10
2 13 (5.88%) Windows Server
3 12 (5.43%) Linux
3 12 (5.43%) Windows 7
4 8 (3.62%) Unix
4 8 (3.62%) Windows Server 2008
5 7 (3.17%) Mac OS
5 7 (3.17%) Windows Server 2012
6 6 (2.71%) Android
6 6 (2.71%) Windows 8
7 5 (2.26%) Solaris
7 5 (2.26%) Windows Server 2003
8 4 (1.81%) Red Hat Enterprise Linux
9 2 (0.90%) Apple iOS
Processes & Methodologies
1 73 (33.03%) Problem-Solving
2 68 (30.77%) Agile Software Development
3 50 (22.62%) ITIL
4 26 (11.76%) Change Management
5 25 (11.31%) ITSM
6 23 (10.41%) Mentoring
6 23 (10.41%) Stakeholder Management
7 22 (9.95%) Capacity Management
7 22 (9.95%) Technical Leadership
8 19 (8.60%) Load Balancing
8 19 (8.60%) Scrum
9 18 (8.14%) Analytical Thinking
9 18 (8.14%) Analytics
9 18 (8.14%) SDLC
10 17 (7.69%) Business Analysis
10 17 (7.69%) Business Intelligence
10 17 (7.69%) Validation
11 16 (7.24%) Software Engineering
12 15 (6.79%) Coaching
12 15 (6.79%) Information Security
Programming Languages
1 41 (18.55%) SQL
2 39 (17.65%) Java
3 28 (12.67%) JavaScript
4 19 (8.60%) Python
5 17 (7.69%) C#
6 15 (6.79%) T-SQL
6 15 (6.79%) TypeScript
7 12 (5.43%) Ruby
8 9 (4.07%) PowerShell
9 4 (1.81%) C++
10 3 (1.36%) R
11 2 (0.90%) C
12 1 (0.45%) FoxPro (VFP)
12 1 (0.45%) MATLAB
12 1 (0.45%) Objective-C
12 1 (0.45%) Perl
12 1 (0.45%) PHP
12 1 (0.45%) PL/SQL
12 1 (0.45%) VB
12 1 (0.45%) VB6
Qualifications
1 35 (15.84%) Security Cleared
2 34 (15.38%) SC Cleared
3 30 (13.57%) Cisco Certification
4 24 (10.86%) CCNP
5 19 (8.60%) CCIE
5 19 (8.60%) JNCIP
6 17 (7.69%) CCSE
7 10 (4.52%) CCNA
7 10 (4.52%) Degree
8 6 (2.71%) CISSP
9 4 (1.81%) ITIL Certification
9 4 (1.81%) OCP
9 4 (1.81%) Oracle Certification
9 4 (1.81%) RHCE
10 3 (1.36%) BPSS Clearance
10 3 (1.36%) Computer Science Degree
10 3 (1.36%) JNCIA
10 3 (1.36%) Microsoft Certification
11 2 (0.90%) CREST Certified
11 2 (0.90%) MCSE
Quality Assurance & Compliance
1 19 (8.60%) GDPR
2 11 (4.98%) SLA
3 7 (3.17%) ISO/IEC 27001
4 5 (2.26%) PMO
5 4 (1.81%) Cyber Essentials
5 4 (1.81%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 4 (1.81%) QA
6 3 (1.36%) Data Quality
7 2 (0.90%) Cyber Essentials PLUS
8 1 (0.45%) Actionable Recommendations
8 1 (0.45%) PCI DSS
System Software
1 30 (13.57%) Active Directory
2 14 (6.33%) Docker
3 8 (3.62%) VMware Infrastructure
4 6 (2.71%) Virtual Servers
5 5 (2.26%) Microsoft Virtual Server
6 4 (1.81%) Postfix
6 4 (1.81%) XenApp
7 2 (0.90%) Hyper-V
7 2 (0.90%) VMware ESXi
8 1 (0.45%) Virtual Machines
8 1 (0.45%) vSphere
8 1 (0.45%) XenServer
Systems Management
1 14 (6.33%) Kubernetes
2 6 (2.71%) DameWare
3 4 (1.81%) ServiceCenter
4 1 (0.45%) McAfee ePO
4 1 (0.45%) Microsoft Intune
4 1 (0.45%) Norton AntiVirus
4 1 (0.45%) SCCM
4 1 (0.45%) SCOM
4 1 (0.45%) vCenter Server
Vendors
1 57 (25.79%) Microsoft
2 35 (15.84%) Cisco
3 24 (10.86%) HP
3 24 (10.86%) Meraki
4 23 (10.41%) F5
4 23 (10.41%) Juniper
5 20 (9.05%) Extreme Networks
6 19 (8.60%) Aruba
7 17 (7.69%) CheckPoint
7 17 (7.69%) Ubiquiti
8 16 (7.24%) VMware
9 11 (4.98%) Citrix
10 8 (3.62%) Google
10 8 (3.62%) Oracle
10 8 (3.62%) Tableau
11 7 (3.17%) Salesforce.com
12 6 (2.71%) Bomgar
13 4 (1.81%) Nintex
13 4 (1.81%) Palo Alto
13 4 (1.81%) Remedy