Period
to 18 July 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 18 July 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
6 months to
18 Jul 2019
Same period 2018 Same period 2017
Rank 31 32 31
Rank change year-on-year +1 -1 -5
Permanent jobs citing Analytical Skills 225 313 365
As % of all permanent IT jobs advertised in Leeds 7.28% 6.58% 7.16%
As % of the Miscellaneous category 20.22% 20.54% 22.61%
Number of salaries quoted 183 250 286
Leeds median annual salary £40,000 £41,250 £40,000
Median salary % change year-on-year -3.03% +3.13% -
10th Percentile £28,750 £21,250 £25,750
90th Percentile £61,850 £60,000 £62,500
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 1,113 1,524 1,614
As % of all permanent IT jobs advertised in Leeds 36.00% 32.05% 31.67%
Number of salaries quoted 964 1,208 1,278
Leeds median annual salary £45,000 £45,000 £44,471
Median salary % change year-on-year - +1.19% +11.18%
10th Percentile £31,250 £26,250 £25,250
90th Percentile £67,500 £60,000 £62,500
West Yorkshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +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 18 July 2019.

Salary histogram for Analytical Skills in Leeds

For the 6 months to 18 July 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 66 (29.33%) Problem-Solving
2 64 (28.44%) Microsoft
3 58 (25.78%) Agile Software Development
4 55 (24.44%) SQL
5 38 (16.89%) SQL Server
6 36 (16.00%) Change Management
7 35 (15.56%) Finance
8 31 (13.78%) ITIL
8 31 (13.78%) Degree
9 30 (13.33%) Microsoft Office
9 30 (13.33%) Business Intelligence
9 30 (13.33%) SQL Server Reporting Services
10 29 (12.89%) Microsoft Excel
10 29 (12.89%) Project Management
11 26 (11.56%) Java
12 25 (11.11%) Security Cleared
13 24 (10.67%) Cisco
13 24 (10.67%) Technical Leadership
14 23 (10.22%) Analytical Thinking
14 23 (10.22%) Stakeholder Management
14 23 (10.22%) SC Cleared
15 22 (9.78%) Meraki
15 22 (9.78%) Cisco Certification
16 21 (9.33%) Windows
16 21 (9.33%) Test Automation
17 20 (8.89%) Amazon AWS
17 20 (8.89%) JavaScript
17 20 (8.89%) Wi-Fi
17 20 (8.89%) Decision-Making
18 19 (8.44%) ITSM

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 13 (5.78%) SharePoint
2 7 (3.11%) Exchange Server 2010
2 7 (3.11%) Exchange Server 2013
2 7 (3.11%) MS Exchange
3 5 (2.22%) SharePoint 2013
4 4 (1.78%) IIS
4 4 (1.78%) SAS
4 4 (1.78%) SharePoint 2010
5 2 (0.89%) Exchange Server 2003
5 2 (0.89%) Exchange Server 2007
6 1 (0.44%) CMS
6 1 (0.44%) Confluence
6 1 (0.44%) Drupal
6 1 (0.44%) Oracle SOA Suite
6 1 (0.44%) WordPress
Applications
1 30 (13.33%) Microsoft Office
2 29 (12.89%) Microsoft Excel
3 14 (6.22%) Microsoft PowerPoint
4 3 (1.33%) SPSS
5 1 (0.44%) MS Visio
Business Applications
1 4 (1.78%) Dynamics CRM
2 1 (0.44%) Magento
2 1 (0.44%) Maximo
2 1 (0.44%) SAP PP
2 1 (0.44%) SAP S/4HANA
Cloud Services
1 20 (8.89%) Amazon AWS
2 15 (6.67%) Microsoft Azure
3 12 (5.33%) Google Analytics
4 10 (4.44%) Office 365
5 8 (3.56%) Power Platform
6 5 (2.22%) Adobe Analytics
7 4 (1.78%) Cloud Computing
7 4 (1.78%) GitHub
7 4 (1.78%) SaaS
7 4 (1.78%) Sumo Logic
8 3 (1.33%) Salesforce Sales Cloud
8 3 (1.33%) Salesforce Service Cloud
9 2 (0.89%) AdWords
10 1 (0.44%) AWS Lambda
10 1 (0.44%) Dynamics 365
10 1 (0.44%) Serverless
Communications & Networking
1 20 (8.89%) Wi-Fi
2 18 (8.00%) Firewall
3 17 (7.56%) Cisco Nexus
3 17 (7.56%) Wireshark
4 12 (5.33%) Cisco Firepower
5 8 (3.56%) VPN
6 6 (2.67%) DSL
6 6 (2.67%) Intrusion Detection
6 6 (2.67%) TCP/IP
7 5 (2.22%) Broadband
7 5 (2.22%) Internet
8 4 (1.78%) VLAN
8 4 (1.78%) WAN
9 3 (1.33%) Cisco IOS
10 2 (0.89%) Fibre Channel
10 2 (0.89%) GLBP
10 2 (0.89%) HSRP
10 2 (0.89%) iSCSI
10 2 (0.89%) NetScaler
10 2 (0.89%) Network Security
Database & Business Intelligence
1 38 (16.89%) SQL Server
2 30 (13.33%) SQL Server Reporting Services
3 17 (7.56%) SQL Server Integration Services
4 12 (5.33%) Data Warehouse
5 9 (4.00%) SQL Server Analysis Services
6 8 (3.56%) Power BI
7 7 (3.11%) SQL Server 2016
8 6 (2.67%) SQL Server 2008
8 6 (2.67%) SQL Server 2012
8 6 (2.67%) SQL Server 2014
9 5 (2.22%) QlikView
10 4 (1.78%) NoSQL
10 4 (1.78%) Relational Database
11 3 (1.33%) RDBMS
12 1 (0.44%) Base SAS
12 1 (0.44%) BusinessObjects
12 1 (0.44%) Crystal Reports
12 1 (0.44%) Data Mart
12 1 (0.44%) DB2
12 1 (0.44%) OLAP
Development Applications
1 10 (4.44%) JIRA
2 9 (4.00%) Selenium
3 8 (3.56%) WebDriver
4 7 (3.11%) Visual Studio
5 6 (2.67%) Git (software)
6 4 (1.78%) Jenkins
6 4 (1.78%) SoapUI
6 4 (1.78%) SQL Server Management Studio (SSMS)
6 4 (1.78%) Team Foundation Server
7 3 (1.33%) CircleCI
8 1 (0.44%) Android Studio
8 1 (0.44%) Gradle
8 1 (0.44%) JMeter
8 1 (0.44%) ProC
General
1 35 (15.56%) Finance
2 15 (6.67%) Retail
3 12 (5.33%) Marketing
4 9 (4.00%) Banking
5 6 (2.67%) Back Office
5 6 (2.67%) Pharmaceutical
6 2 (0.89%) Games
7 1 (0.44%) Billing
7 1 (0.44%) Law
7 1 (0.44%) Legal
7 1 (0.44%) Local Government
7 1 (0.44%) Telecoms
Job Titles
1 75 (33.33%) Analyst
2 31 (13.78%) Developer
3 21 (9.33%) Business Analyst
4 19 (8.44%) Consultant
5 17 (7.56%) Network Engineer
6 16 (7.11%) IT Analyst
7 14 (6.22%) Network Support
7 14 (6.22%) Network Support Engineer
7 14 (6.22%) Support Analyst
7 14 (6.22%) Support Engineer
8 13 (5.78%) Data Analyst
8 13 (5.78%) Juniper Engineer
8 13 (5.78%) Tester
9 11 (4.89%) Juniper Support
10 9 (4.00%) Applications Support
10 9 (4.00%) Applications Support Analyst
10 9 (4.00%) IT Support
11 7 (3.11%) Junior
11 7 (3.11%) Security Analyst
11 7 (3.11%) Technical Consultant
Libraries, Frameworks & Software Standards
1 12 (5.33%) .NET
2 11 (4.89%) HTML
3 10 (4.44%) Web Services
4 8 (3.56%) REST
5 7 (3.11%) ASP.NET
6 6 (2.67%) CSS
7 5 (2.22%) .NET Framework
7 5 (2.22%) Node.js
7 5 (2.22%) React
7 5 (2.22%) XML
8 4 (1.78%) ASP.NET Web Forms
8 4 (1.78%) RESTful
8 4 (1.78%) SOAP
9 3 (1.33%) GraphQL
10 2 (0.89%) Spring
11 1 (0.44%) .NET Core
11 1 (0.44%) Android NDK
11 1 (0.44%) AngularJS
11 1 (0.44%) iOS SDK
11 1 (0.44%) Worklight
Miscellaneous
1 14 (6.22%) Management Information System
1 14 (6.22%) Self-Motivation
2 11 (4.89%) NHS
3 9 (4.00%) Analytical Mindset
4 4 (1.78%) New Media
4 4 (1.78%) Replication
4 4 (1.78%) Video on Demand
4 4 (1.78%) Video\Live Streaming
5 3 (1.33%) Data Protection Act
5 3 (1.33%) Data Structures
6 2 (0.89%) Algorithms
6 2 (0.89%) Data Centre
6 2 (0.89%) User Experience
7 1 (0.44%) Client/Server
7 1 (0.44%) CMDB
7 1 (0.44%) Mobile App
7 1 (0.44%) PKI
Operating Systems
1 21 (9.33%) Windows
2 10 (4.44%) Windows Server 2012
3 8 (3.56%) Linux
3 8 (3.56%) Windows Server 2008
4 7 (3.11%) Windows Server
5 6 (2.67%) Windows 10
5 6 (2.67%) Windows 7
6 4 (1.78%) Android
6 4 (1.78%) Unix
7 3 (1.33%) Mac OS
7 3 (1.33%) Windows Server 2003
8 1 (0.44%) AIX
8 1 (0.44%) Apple iOS
8 1 (0.44%) Solaris
Processes & Methodologies
1 66 (29.33%) Problem-Solving
2 58 (25.78%) Agile Software Development
3 36 (16.00%) Change Management
4 31 (13.78%) ITIL
5 30 (13.33%) Business Intelligence
6 29 (12.89%) Project Management
7 24 (10.67%) Technical Leadership
8 23 (10.22%) Analytical Thinking
8 23 (10.22%) Stakeholder Management
9 21 (9.33%) Test Automation
10 20 (8.89%) Decision-Making
11 19 (8.44%) Analytics
11 19 (8.44%) Business Analysis
11 19 (8.44%) ITSM
11 19 (8.44%) Risk Management
12 18 (8.00%) Capacity Management
13 17 (7.56%) Proactive Maintenance
13 17 (7.56%) Scrum
13 17 (7.56%) Stakeholder Engagement
13 17 (7.56%) Workshop Facilitation
Programming Languages
1 55 (24.44%) SQL
2 26 (11.56%) Java
3 20 (8.89%) JavaScript
4 19 (8.44%) PowerShell
5 17 (7.56%) C#
6 16 (7.11%) T-SQL
7 14 (6.22%) Python
8 9 (4.00%) VB
9 8 (3.56%) Ruby
9 8 (3.56%) VBA
10 4 (1.78%) C++
10 4 (1.78%) R
10 4 (1.78%) TypeScript
11 3 (1.33%) Go
12 2 (0.89%) PHP
12 2 (0.89%) SAS Macro
13 1 (0.44%) Apple Swift
13 1 (0.44%) Objective-C
13 1 (0.44%) PROC SQL
13 1 (0.44%) VB.NET
Qualifications
1 31 (13.78%) Degree
2 25 (11.11%) Security Cleared
3 23 (10.22%) SC Cleared
4 22 (9.78%) Cisco Certification
5 17 (7.56%) CCIE
5 17 (7.56%) CCNP
5 17 (7.56%) JNCIP
6 14 (6.22%) CCSE
7 6 (2.67%) CISSP
8 5 (2.22%) CCNA
9 3 (1.33%) CISMP
9 3 (1.33%) ISEB
9 3 (1.33%) ITIL Certification
10 2 (0.89%) Computer Science Degree
10 2 (0.89%) CREST Certified
10 2 (0.89%) GIAC
10 2 (0.89%) GPEN
10 2 (0.89%) Numerate Degree
10 2 (0.89%) OSCP
10 2 (0.89%) VCP5
Quality Assurance & Compliance
1 10 (4.44%) Data Quality
2 7 (3.11%) GDPR
2 7 (3.11%) SLA
3 6 (2.67%) PMO
4 4 (1.78%) ISO/IEC 27001
5 3 (1.33%) Cyber Essentials
5 3 (1.33%) Cyber Essentials PLUS
5 3 (1.33%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 3 (1.33%) QA
6 1 (0.44%) Actionable Recommendations
6 1 (0.44%) CDISC
6 1 (0.44%) IFRS
System Software
1 18 (8.00%) Active Directory
2 12 (5.33%) Docker
3 9 (4.00%) VMware Infrastructure
4 5 (2.22%) Microsoft Virtual Server
4 5 (2.22%) Virtual Servers
5 4 (1.78%) XenApp
6 2 (0.89%) Citrix Hypervisor
6 2 (0.89%) Hyper-V
6 2 (0.89%) VMware ESXi
6 2 (0.89%) VMware NSX
Systems Management
1 7 (3.11%) Kubernetes
2 2 (0.89%) vCenter Server
Vendors
1 64 (28.44%) Microsoft
2 24 (10.67%) Cisco
3 22 (9.78%) Meraki
4 19 (8.44%) HP
5 17 (7.56%) Aruba
5 17 (7.56%) Extreme Networks
5 17 (7.56%) F5
5 17 (7.56%) Juniper
6 15 (6.67%) Tableau
7 14 (6.22%) CheckPoint
7 14 (6.22%) Ubiquiti
8 12 (5.33%) Google
8 12 (5.33%) VMware
9 11 (4.89%) Palo Alto
10 9 (4.00%) Cognos
11 8 (3.56%) Citrix
12 7 (3.11%) Salesforce.com
13 5 (2.22%) Adobe
14 4 (1.78%) AppDynamics
14 4 (1.78%) Nintex