Period
to 13 December 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 13 December 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 32 28 34
Rank change year-on-year -4 +6 -9
Permanent jobs citing Analytical Skills 255 348 340
As % of all permanent IT jobs advertised in Leeds 6.96% 7.07% 6.36%
As % of the Miscellaneous category 19.25% 21.36% 21.37%
Number of salaries quoted 208 273 295
Leeds median annual salary £42,500 £42,000 £37,500
Median salary % change year-on-year +1.19% +12.00% +5.26%
10th Percentile £24,100 £27,500 £25,000
90th Percentile £65,375 £62,500 £56,500
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 1,325 1,629 1,591
As % of all permanent IT jobs advertised in Leeds 36.17% 33.09% 29.77%
Number of salaries quoted 1,031 1,307 1,365
Leeds median annual salary £43,500 £45,000 £40,000
Median salary % change year-on-year -3.33% +12.50% -5.88%
10th Percentile £26,490 £27,500 £26,000
90th Percentile £60,000 £65,000 £60,000
West Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -1.23%

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 13 December 2018.

Salary histogram for Analytical Skills in Leeds

For the 6 months to 13 December 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 99 (38.82%) Problem-Solving
2 76 (29.80%) Agile Software Development
3 70 (27.45%) Finance
4 52 (20.39%) ITIL
5 51 (20.00%) SQL
6 43 (16.86%) Microsoft
7 41 (16.08%) Degree
8 40 (15.69%) Stakeholder Management
9 37 (14.51%) Java
10 36 (14.12%) Microsoft Excel
11 31 (12.16%) Mentoring
12 27 (10.59%) Analytical Thinking
12 27 (10.59%) Windows
13 26 (10.20%) Python
14 24 (9.41%) C#
14 24 (9.41%) Microsoft Office
14 24 (9.41%) Analytics
15 23 (9.02%) .NET
15 23 (9.02%) Project Management
15 23 (9.02%) ITSM
15 23 (9.02%) Management Information System
16 22 (8.63%) SQL Server
17 21 (8.24%) JavaScript
17 21 (8.24%) SLA
17 21 (8.24%) Retail
17 21 (8.24%) Business Analysis
17 21 (8.24%) Coaching
17 21 (8.24%) SDLC
18 20 (7.84%) Marketing
18 20 (7.84%) Microsoft Azure

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 18 (7.06%) SAS
2 10 (3.92%) CMS
3 9 (3.53%) MS Exchange
4 8 (3.14%) SharePoint
5 6 (2.35%) Confluence
6 4 (1.57%) Oracle Application Server
7 2 (0.78%) ArcGIS
7 2 (0.78%) Exchange Server 2010
7 2 (0.78%) GeoServer
7 2 (0.78%) IIS
7 2 (0.78%) Oracle SOA Suite
7 2 (0.78%) SharePoint 2013
7 2 (0.78%) SharePoint Server
8 1 (0.39%) Apache Spark
8 1 (0.39%) Exchange Server 2013
8 1 (0.39%) Kentico
8 1 (0.39%) OpenEdge
8 1 (0.39%) Oracle Workflow
Applications
1 36 (14.12%) Microsoft Excel
2 24 (9.41%) Microsoft Office
3 10 (3.92%) Microsoft PowerPoint
4 9 (3.53%) MS Visio
5 4 (1.57%) Acrobat
5 4 (1.57%) Photoshop
6 1 (0.39%) Chatbot
6 1 (0.39%) SPSS
6 1 (0.39%) Weka
Business Applications
1 4 (1.57%) Remedy ITSM
2 3 (1.18%) Dynamics AX
3 2 (0.78%) Visualfiles
4 1 (0.39%) Dynamics CRM
4 1 (0.39%) PeopleSoft HRMS
4 1 (0.39%) VisionPLUS
Cloud Services
1 20 (7.84%) Microsoft Azure
2 15 (5.88%) Amazon AWS
3 7 (2.75%) Office 365
4 4 (1.57%) GitHub
4 4 (1.57%) SaaS
5 3 (1.18%) Dynamics 365
6 2 (0.78%) PaaS
7 1 (0.39%) Adobe Analytics
7 1 (0.39%) Force.com
7 1 (0.39%) Google Analytics
7 1 (0.39%) IaaS
7 1 (0.39%) Mimecast
Communications & Networking
1 8 (3.14%) Firewall
2 7 (2.75%) Cisco Nexus
2 7 (2.75%) DNS
2 7 (2.75%) Intranet
2 7 (2.75%) Wireshark
3 6 (2.35%) VPN
3 6 (2.35%) Wi-Fi
4 4 (1.57%) Intrusion Detection
4 4 (1.57%) SMTP
5 3 (1.18%) Broadband
5 3 (1.18%) LAN
5 3 (1.18%) Network Security
5 3 (1.18%) WAN
6 2 (0.78%) Cisco ASA
6 2 (0.78%) NetScaler
6 2 (0.78%) SMS
7 1 (0.39%) DHCP
7 1 (0.39%) Internet
7 1 (0.39%) Symposium
7 1 (0.39%) TCP/IP
Database & Business Intelligence
1 22 (8.63%) SQL Server
2 20 (7.84%) SQL Server Reporting Services
3 14 (5.49%) SQL Server Integration Services
4 10 (3.92%) SQL Server Analysis Services
5 9 (3.53%) Power BI
6 8 (3.14%) QlikView
7 7 (2.75%) SQL Server 2012
7 7 (2.75%) SQL Server 2016
8 6 (2.35%) Base SAS
8 6 (2.35%) SAS Enterprise Guide
8 6 (2.35%) SAS Enterprise Miner
9 4 (1.57%) Data Warehouse
9 4 (1.57%) SQL Server 2014
10 3 (1.18%) Big Data
10 3 (1.18%) BusinessObjects
10 3 (1.18%) NoSQL
10 3 (1.18%) PostgreSQL
10 3 (1.18%) SQL Server 2008
11 2 (0.78%) GIS
11 2 (0.78%) ROLAP
Development Applications
1 11 (4.31%) JIRA
2 10 (3.92%) Selenium
2 10 (3.92%) WebDriver
3 8 (3.14%) Git (software)
4 6 (2.35%) Team Foundation Server
5 4 (1.57%) Dreamweaver
6 3 (1.18%) SonarQube
6 3 (1.18%) Visual Studio Team System
7 2 (0.78%) Aptana Studio
7 2 (0.78%) Jenkins
8 1 (0.39%) Ant
8 1 (0.39%) JUnit
8 1 (0.39%) Maven
8 1 (0.39%) Octopus Deploy
8 1 (0.39%) Oracle APEX
8 1 (0.39%) Subversion
8 1 (0.39%) Visual Studio
General
1 70 (27.45%) Finance
2 21 (8.24%) Retail
3 20 (7.84%) Marketing
4 9 (3.53%) Telecoms
5 7 (2.75%) Back Office
6 5 (1.96%) Banking
7 3 (1.18%) Advertising
8 2 (0.78%) Games
8 2 (0.78%) Manufacturing
9 1 (0.39%) Financial Institution
9 1 (0.39%) Law
9 1 (0.39%) Legal
9 1 (0.39%) Pharmaceutical
9 1 (0.39%) Retail Banking
Job Titles
1 85 (33.33%) Analyst
2 55 (21.57%) Developer
3 22 (8.63%) Senior Analyst
4 20 (7.84%) Business Analyst
5 18 (7.06%) Service Analyst
6 16 (6.27%) Service Desk Analyst
7 15 (5.88%) Consultant
8 12 (4.71%) .NET Developer
8 12 (4.71%) Software Developer
9 11 (4.31%) Java Developer
10 10 (3.92%) Architect
10 10 (3.92%) Senior Manager
10 10 (3.92%) Service Manager
11 9 (3.53%) Data Analyst
11 9 (3.53%) Implementation Consultant
11 9 (3.53%) IT Manager
12 8 (3.14%) .NET Software Developer
12 8 (3.14%) Business Consultant
12 8 (3.14%) Java Software Developer
12 8 (3.14%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 23 (9.02%) .NET
2 19 (7.45%) Web Services
3 18 (7.06%) HTML
4 17 (6.67%) CSS
5 8 (3.14%) REST
6 7 (2.75%) HTML5
7 6 (2.35%) .NET Framework
7 6 (2.35%) Entity Framework
7 6 (2.35%) jQuery
8 5 (1.96%) Node.js
8 5 (1.96%) React
9 4 (1.57%) AngularJS
9 4 (1.57%) ASP.NET
9 4 (1.57%) ASP.NET Web API
9 4 (1.57%) Flash
9 4 (1.57%) RESTful
10 2 (0.78%) ASP.NET MVC
10 2 (0.78%) CSS3
10 2 (0.78%) Middleware
10 2 (0.78%) NHibernate
Miscellaneous
1 23 (9.02%) Management Information System
2 17 (6.67%) Self-Motivation
3 16 (6.27%) User Experience
4 8 (3.14%) Fintech
5 7 (2.75%) Analytical Mindset
5 7 (2.75%) Data Centre
6 4 (1.57%) Client/Server
6 4 (1.57%) Data Protection Act
6 4 (1.57%) PKI
6 4 (1.57%) Video Conferencing
6 4 (1.57%) W3C
7 3 (1.18%) Greenfield Project
7 3 (1.18%) PMI
7 3 (1.18%) Security Operations Centre
8 2 (0.78%) Cyberattack
8 2 (0.78%) Data Structures
8 2 (0.78%) Distributed Denial-of-Service
8 2 (0.78%) Mobile App
8 2 (0.78%) Social Media
9 1 (0.39%) Enterprise Software
Operating Systems
1 27 (10.59%) Windows
2 12 (4.71%) Windows Server
3 11 (4.31%) Windows 10
4 9 (3.53%) Linux
5 7 (2.75%) Unix
5 7 (2.75%) Windows 7
6 6 (2.35%) Windows 8
7 4 (1.57%) Red Hat Enterprise Linux
7 4 (1.57%) Solaris
7 4 (1.57%) Windows Server 2003
8 3 (1.18%) Mac OS X
8 3 (1.18%) Windows Server 2008
9 2 (0.78%) Mac OS
10 1 (0.39%) Android
10 1 (0.39%) Apple iOS
10 1 (0.39%) Windows Server 2012
Processes & Methodologies
1 99 (38.82%) Problem-Solving
2 76 (29.80%) Agile Software Development
3 52 (20.39%) ITIL
4 40 (15.69%) Stakeholder Management
5 31 (12.16%) Mentoring
6 27 (10.59%) Analytical Thinking
7 24 (9.41%) Analytics
8 23 (9.02%) ITSM
8 23 (9.02%) Project Management
9 21 (8.24%) Business Analysis
9 21 (8.24%) Coaching
9 21 (8.24%) SDLC
10 20 (7.84%) Continuous Improvement
10 20 (7.84%) Scrum
11 19 (7.45%) Software Engineering
12 18 (7.06%) Problem Management
12 18 (7.06%) Time Management
13 17 (6.67%) Change Management
13 17 (6.67%) E-Commerce
13 17 (6.67%) Mathematics
Programming Languages
1 51 (20.00%) SQL
2 37 (14.51%) Java
3 26 (10.20%) Python
4 24 (9.41%) C#
5 21 (8.24%) JavaScript
6 16 (6.27%) T-SQL
7 14 (5.49%) VBA
8 10 (3.92%) Ruby
9 8 (3.14%) PHP
9 8 (3.14%) PowerShell
10 7 (2.75%) R
11 6 (2.35%) VB
12 5 (1.96%) TypeScript
13 4 (1.57%) ActionScript
13 4 (1.57%) ActionScript 3.0
13 4 (1.57%) VB.NET
14 3 (1.18%) Bash Shell
14 3 (1.18%) VB6
15 2 (0.78%) MATLAB
15 2 (0.78%) PL/SQL
Qualifications
1 41 (16.08%) Degree
2 15 (5.88%) SC Cleared
2 15 (5.88%) Security Cleared
3 10 (3.92%) Cisco Certification
4 9 (3.53%) CCNP
5 7 (2.75%) ITIL Foundation Certificate
6 6 (2.35%) CISSP
6 6 (2.35%) ISEB
7 5 (1.96%) ISTQB
8 4 (1.57%) CCIE
8 4 (1.57%) CCNA
8 4 (1.57%) CCSE
8 4 (1.57%) CISA
8 4 (1.57%) CISM
8 4 (1.57%) JNCIP
8 4 (1.57%) Microsoft Certification
8 4 (1.57%) OCP
8 4 (1.57%) Oracle Certification
8 4 (1.57%) PMI Certification
8 4 (1.57%) RHCE
Quality Assurance & Compliance
1 21 (8.24%) SLA
2 9 (3.53%) GDPR
3 7 (2.75%) PMO
4 6 (2.35%) Data Quality
5 5 (1.96%) ISO/IEC 27001
6 4 (1.57%) QA
7 3 (1.18%) PCI DSS
8 2 (0.78%) Cyber Essentials
8 2 (0.78%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 2 (0.78%) Sarbanes-Oxley
System Software
1 20 (7.84%) Active Directory
2 4 (1.57%) Docker
2 4 (1.57%) Postfix
3 3 (1.18%) Virtual Servers
4 2 (0.78%) Hyper-V
4 2 (0.78%) vSphere
5 1 (0.39%) Microsoft Virtual Server
5 1 (0.39%) Virtual Machines
5 1 (0.39%) VMware ESXi
5 1 (0.39%) VMware Infrastructure
Systems Management
1 6 (2.35%) DameWare
2 4 (1.57%) HP Quality Center
2 4 (1.57%) Kubernetes
2 4 (1.57%) SCCM
2 4 (1.57%) ServiceCenter
3 3 (1.18%) McAfee ePO
3 3 (1.18%) Systems Management Server (SMS)
3 3 (1.18%) WSUS
4 2 (0.78%) Nessus
4 2 (0.78%) Oracle Identity Manager
4 2 (0.78%) SCOM
5 1 (0.39%) HP ALM
5 1 (0.39%) Microsoft Intune
5 1 (0.39%) Norton AntiVirus
Vendors
1 43 (16.86%) Microsoft
2 16 (6.27%) Tableau
3 15 (5.88%) Oracle
4 13 (5.10%) HP
5 12 (4.71%) Cisco
6 9 (3.53%) VMware
7 7 (2.75%) F5
7 7 (2.75%) Juniper
8 6 (2.35%) Bomgar
8 6 (2.35%) Citrix
8 6 (2.35%) Salesforce.com
9 4 (1.57%) Aruba
9 4 (1.57%) BMC
9 4 (1.57%) CheckPoint
9 4 (1.57%) Extreme Networks
9 4 (1.57%) Infoblox
9 4 (1.57%) Meraki
9 4 (1.57%) Red Hat
9 4 (1.57%) Remedy
9 4 (1.57%) Ubiquiti