Period
to 21 September 2019

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in West Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 21 September 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Yorkshire > West Yorkshire
6 months to
21 Sep 2019
Same period 2018 Same period 2017
Rank 31 31 27
Rank change year-on-year 0 -4 +2
Permanent jobs citing Analytical Skills 300 401 485
As % of all permanent IT jobs advertised in West Yorkshire 6.86% 6.88% 7.07%
As % of the Miscellaneous category 20.83% 20.33% 21.17%
Number of salaries quoted 250 326 361
West Yorkshire median annual salary £40,000 £37,500 £40,500
Median salary % change year-on-year +6.67% -7.41% +1.25%
10th Percentile £24,938 £20,000 £25,000
90th Percentile £67,625 £60,000 £62,500
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 West Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
West Yorkshire
Permanent vacancies with a requirement for generic IT skills 1,440 1,972 2,291
As % of all permanent IT jobs advertised in West Yorkshire 32.91% 33.84% 33.38%
Number of salaries quoted 1,213 1,564 1,791
West Yorkshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £24,100 £25,750
90th Percentile £65,000 £60,000 £63,750
Yorkshire median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

Analytical Skills
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Analytical Skills in West Yorkshire

Analytical Skills
Salary Trend in West Yorkshire

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

Salary trend for Analytical Skills in West Yorkshire

Analytical Skills
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Analytical Skills in West Yorkshire over the 6 months to 21 September 2019.

Salary histogram for Analytical Skills in West Yorkshire

Analytical Skills
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the West Yorkshire region over the 6 months to 21 September 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +1 203 £40,000 -3.61% 33
Bradford +6 21 £42,000 +20.00% 2
Wakefield -13 9 £26,986 -13.98% 4
Huddersfield +2 8 £20,000 -46.67% 1
Pudsey -4 6 £45,500 -
Otley - 6 - -
Sowerby Bridge - 5 - -
Dewsbury - 2 £46,250 -
Heckmondwike - 1 £32,500 -
Analytical Skills
Yorkshire

For the 6 months to 21 September 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 West Yorkshire region with a requirement for Analytical Skills.

1 120 (40.00%) Problem-Solving
2 100 (33.33%) Microsoft
3 82 (27.33%) Finance
4 77 (25.67%) SQL
5 66 (22.00%) Microsoft Excel
6 65 (21.67%) Agile Software Development
7 57 (19.00%) Degree
8 56 (18.67%) Microsoft Office
9 48 (16.00%) ITIL
10 45 (15.00%) Change Management
11 44 (14.67%) SQL Server
12 41 (13.67%) Project Management
13 37 (12.33%) Microsoft PowerPoint
14 36 (12.00%) Business Intelligence
15 33 (11.00%) Windows
15 33 (11.00%) SQL Server Reporting Services
16 32 (10.67%) C#
16 32 (10.67%) Workshop Facilitation
17 29 (9.67%) AWS
18 28 (9.33%) JavaScript
18 28 (9.33%) Risk Management
18 28 (9.33%) Analytical Thinking
19 27 (9.00%) Azure
20 26 (8.67%) Management Information System
20 26 (8.67%) Stakeholder Management
20 26 (8.67%) Decision-Making
21 25 (8.33%) Tableau
22 23 (7.67%) Process Improvement
22 23 (7.67%) Test Automation
22 23 (7.67%) Active Directory

Analytical Skills
Co-occurring IT Skills in West Yorkshire 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 (6.00%) SharePoint
2 7 (2.33%) MS Exchange
3 6 (2.00%) Apache Spark
3 6 (2.00%) SAS
4 5 (1.67%) Exchange Server 2010
4 5 (1.67%) Exchange Server 2013
5 4 (1.33%) IBM Domino
5 4 (1.33%) IIS
5 4 (1.33%) Tuxedo
6 1 (0.33%) CMS
6 1 (0.33%) Drupal
6 1 (0.33%) Exchange Server 2003
6 1 (0.33%) Exchange Server 2007
6 1 (0.33%) Oracle SOA Suite
6 1 (0.33%) SharePoint 2013
6 1 (0.33%) WordPress
Applications
1 66 (22.00%) Microsoft Excel
2 56 (18.67%) Microsoft Office
3 37 (12.33%) Microsoft PowerPoint
4 4 (1.33%) Chatbot
4 4 (1.33%) SPSS
Business Applications
1 4 (1.33%) Dynamics CRM
2 2 (0.67%) Unit4 Business World
3 1 (0.33%) assyst
3 1 (0.33%) Dynamics AX
3 1 (0.33%) Magento
3 1 (0.33%) SAP S/4HANA
Cloud Services
1 29 (9.67%) AWS
2 27 (9.00%) Azure
3 19 (6.33%) Power Platform
4 14 (4.67%) Office 365
5 7 (2.33%) Cloud Computing
5 7 (2.33%) GCP
5 7 (2.33%) Google Analytics
6 6 (2.00%) Sumo Logic
7 3 (1.00%) Adobe Analytics
7 3 (1.00%) Google Sheets
8 2 (0.67%) AdWords
9 1 (0.33%) AWS Lambda
9 1 (0.33%) Azure Data Factory
9 1 (0.33%) Dynamics 365
9 1 (0.33%) SaaS
9 1 (0.33%) Salesforce Sales Cloud
9 1 (0.33%) Salesforce Service Cloud
9 1 (0.33%) Serverless
Communications & Networking
1 11 (3.67%) Firewall
2 9 (3.00%) Wi-Fi
2 9 (3.00%) Wireshark
3 8 (2.67%) Cisco Firepower
3 8 (2.67%) Cisco Nexus
4 7 (2.33%) Internet
5 6 (2.00%) Network Security
5 6 (2.00%) VPN
5 6 (2.00%) WAN
6 5 (1.67%) LAN
6 5 (1.67%) VLAN
7 4 (1.33%) GLBP
7 4 (1.33%) HSRP
7 4 (1.33%) Intrusion Detection
7 4 (1.33%) NetScaler
7 4 (1.33%) OSPF
7 4 (1.33%) Software-Defined Networking
7 4 (1.33%) Spanning Tree
7 4 (1.33%) TACACS
7 4 (1.33%) VRRP
Database & Business Intelligence
1 44 (14.67%) SQL Server
2 33 (11.00%) SQL Server Reporting Services
3 22 (7.33%) SQL Server Integration Services
4 19 (6.33%) Power BI
5 18 (6.00%) Data Warehouse
6 15 (5.00%) SQL Server Analysis Services
7 9 (3.00%) Relational Database
8 7 (2.33%) QlikView
9 6 (2.00%) Crystal Reports
9 6 (2.00%) NoSQL
9 6 (2.00%) SQL Server 2012
9 6 (2.00%) SQL Server 2016
10 5 (1.67%) SQL Server 2008
11 4 (1.33%) Big Data
11 4 (1.33%) Oracle Database
11 4 (1.33%) RDBMS
12 3 (1.00%) Azure SQL Database
12 3 (1.00%) BigQuery
12 3 (1.00%) Hadoop
13 2 (0.67%) Amazon Redshift
Development Applications
1 9 (3.00%) Git (software)
2 8 (2.67%) SoapUI
3 7 (2.33%) CircleCI
3 7 (2.33%) Jenkins
3 7 (2.33%) Team Foundation Server
4 6 (2.00%) Selenium
4 6 (2.00%) Visual Studio
5 5 (1.67%) WebDriver
6 4 (1.33%) JIRA
7 3 (1.00%) Oracle APEX
7 3 (1.00%) Toad
8 1 (0.33%) Eclipse
8 1 (0.33%) Fiddler
8 1 (0.33%) ProC
8 1 (0.33%) RStudio
8 1 (0.33%) SQL Server Management Studio (SSMS)
General
1 82 (27.33%) Finance
2 20 (6.67%) Retail
3 16 (5.33%) Banking
4 13 (4.33%) Public Sector
5 11 (3.67%) Marketing
6 7 (2.33%) Pharmaceutical
7 6 (2.00%) Back Office
8 4 (1.33%) Manufacturing
9 3 (1.00%) Telecoms
10 2 (0.67%) Billing
10 2 (0.67%) Legal
10 2 (0.67%) Local Government
10 2 (0.67%) Social Housing
11 1 (0.33%) Games
11 1 (0.33%) General Ledger
11 1 (0.33%) Housing Association
11 1 (0.33%) Law
Job Titles
1 110 (36.67%) Analyst
2 45 (15.00%) Developer
3 41 (13.67%) Business Analyst
4 19 (6.33%) Architect
5 17 (5.67%) Support Analyst
6 16 (5.33%) Data Analyst
7 14 (4.67%) Applications Support
8 13 (4.33%) Business Intelligence Developer
8 13 (4.33%) Senior Analyst
9 12 (4.00%) Network Engineer
10 11 (3.67%) Support Engineer
11 9 (3.00%) Applications Support Analyst
11 9 (3.00%) Consultant
11 9 (3.00%) Infrastructure Engineer
12 8 (2.67%) Business Intelligence Analyst
12 8 (2.67%) IT Manager
12 8 (2.67%) Juniper Engineer
12 8 (2.67%) Solutions Architect
13 7 (2.33%) Junior
13 7 (2.33%) Project Manager
Libraries, Frameworks & Software Standards
1 16 (5.33%) .NET
2 13 (4.33%) HTML
3 10 (3.33%) jQuery
4 9 (3.00%) CSS
5 7 (2.33%) GraphQL
6 6 (2.00%) AngularJS
7 5 (1.67%) ASP.NET
7 5 (1.67%) HTML5
7 5 (1.67%) Middleware
7 5 (1.67%) Node.js
8 4 (1.33%) .NET Framework
8 4 (1.33%) CSS3
8 4 (1.33%) Natural Language Processing
8 4 (1.33%) Web Services
8 4 (1.33%) XML
9 3 (1.00%) ASP.NET Web Forms
10 2 (0.67%) .NET Core
10 2 (0.67%) Spring
10 2 (0.67%) Vue.js
11 1 (0.33%) JSON
Miscellaneous
1 26 (8.67%) Management Information System
2 21 (7.00%) Self-Motivation
3 14 (4.67%) NHS
4 8 (2.67%) Analytical Mindset
5 6 (2.00%) Algorithms
5 6 (2.00%) EPoS
5 6 (2.00%) New Media
5 6 (2.00%) PKI
5 6 (2.00%) Video on Demand
5 6 (2.00%) Video\Live Streaming
6 4 (1.33%) Data Protection Act
6 4 (1.33%) Data Structures
6 4 (1.33%) Internet of Things
6 4 (1.33%) Robotics
7 3 (1.00%) Derivative
7 3 (1.00%) Mainframe
8 2 (0.67%) CMDB
8 2 (0.67%) Data Centre
8 2 (0.67%) Driving Licence
8 2 (0.67%) Replication
Operating Systems
1 33 (11.00%) Windows
2 11 (3.67%) Linux
3 10 (3.33%) Windows Server
3 10 (3.33%) Windows Server 2012
4 7 (2.33%) Windows Server 2003
5 4 (1.33%) Unix
6 3 (1.00%) Windows Server 2008
7 1 (0.33%) AIX
7 1 (0.33%) Windows 10
7 1 (0.33%) Windows 7
Processes & Methodologies
1 120 (40.00%) Problem-Solving
2 65 (21.67%) Agile Software Development
3 48 (16.00%) ITIL
4 45 (15.00%) Change Management
5 41 (13.67%) Project Management
6 36 (12.00%) Business Intelligence
7 32 (10.67%) Workshop Facilitation
8 28 (9.33%) Analytical Thinking
8 28 (9.33%) Risk Management
9 26 (8.67%) Decision-Making
9 26 (8.67%) Stakeholder Management
10 23 (7.67%) Process Improvement
10 23 (7.67%) Test Automation
11 22 (7.33%) Analytics
12 21 (7.00%) Business Analysis
12 21 (7.00%) CRM
13 19 (6.33%) Machine Learning
13 19 (6.33%) Work Breakdown Structure
14 17 (5.67%) Requirements Management
14 17 (5.67%) Time Management
Programming Languages
1 77 (25.67%) SQL
2 32 (10.67%) C#
3 28 (9.33%) JavaScript
4 21 (7.00%) PowerShell
5 19 (6.33%) Python
6 17 (5.67%) Java
7 16 (5.33%) VB
8 15 (5.00%) T-SQL
8 15 (5.00%) VBA
9 10 (3.33%) R
10 7 (2.33%) Go
10 7 (2.33%) VB.NET
11 6 (2.00%) PL/SQL
12 5 (1.67%) Ruby
12 5 (1.67%) Scala
13 3 (1.00%) C
13 3 (1.00%) C++
13 3 (1.00%) MATLAB
13 3 (1.00%) SAS Macro
14 1 (0.33%) X++
Qualifications
1 57 (19.00%) Degree
2 10 (3.33%) Cisco Certification
3 9 (3.00%) CCNP
3 9 (3.00%) SC Cleared
3 9 (3.00%) Security Cleared
4 8 (2.67%) CCIE
4 8 (2.67%) Computer Science Degree
4 8 (2.67%) JNCIP
5 7 (2.33%) CCSE
6 5 (1.67%) TOGAF Certification
7 4 (1.33%) CISMP
7 4 (1.33%) PMI Certification
7 4 (1.33%) PMP
8 3 (1.00%) CISSP
8 3 (1.00%) ISEB
8 3 (1.00%) Numerate Degree
9 2 (0.67%) CCNA
9 2 (0.67%) Master's Degree
9 2 (0.67%) Microsoft Certification
9 2 (0.67%) SSCP
Quality Assurance & Compliance
1 22 (7.33%) SLA
2 17 (5.67%) Data Quality
3 11 (3.67%) PMO
4 7 (2.33%) GDPR
5 6 (2.00%) ISO/IEC 27001
5 6 (2.00%) QA
6 4 (1.33%) Cyber Essentials
6 4 (1.33%) Cyber Essentials PLUS
6 4 (1.33%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 3 (1.00%) Actionable Recommendations
8 2 (0.67%) IFRS
8 2 (0.67%) ISO/IEC 20000
9 1 (0.33%) CDISC
9 1 (0.33%) PCI DSS
System Software
1 23 (7.67%) Active Directory
2 15 (5.00%) Docker
3 4 (1.33%) VMware Infrastructure
3 4 (1.33%) VMware NSX
4 2 (0.67%) Hyper-V
4 2 (0.67%) Virtual Servers
4 2 (0.67%) VMware ESXi
5 1 (0.33%) Citrix Hypervisor
5 1 (0.33%) Microsoft Virtual Server
5 1 (0.33%) ProxySG
Systems Management
1 7 (2.33%) Kubernetes
2 4 (1.33%) Nagios
2 4 (1.33%) Prometheus
2 4 (1.33%) ZABBIX
3 2 (0.67%) vCenter Server
4 1 (0.33%) Backup Exec
4 1 (0.33%) Norton AntiVirus
Vendors
1 100 (33.33%) Microsoft
2 25 (8.33%) Tableau
3 18 (6.00%) VMware
4 15 (5.00%) Google
5 14 (4.67%) Cisco
6 13 (4.33%) Oracle
7 10 (3.33%) HP
8 9 (3.00%) Citrix
8 9 (3.00%) Cognos
8 9 (3.00%) F5
8 9 (3.00%) Meraki
9 8 (2.67%) Aruba
9 8 (2.67%) Extreme Networks
9 8 (2.67%) Juniper
9 8 (2.67%) Palo Alto
10 7 (2.33%) CheckPoint
10 7 (2.33%) Ubiquiti
11 6 (2.00%) AppDynamics
12 4 (1.33%) New Relic
12 4 (1.33%) SolarWinds