Period
to 28 February 2020

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 28 February 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
Yorkshire > West Yorkshire
6 months to
28 Feb 2020
Same period 2019 Same period 2018
Rank 34 36 25
Rank change year-on-year +2 -11 +8
Permanent jobs citing Analytical Skills 264 301 512
As % of all permanent IT jobs advertised in West Yorkshire 6.45% 6.45% 7.40%
As % of the Miscellaneous category 19.86% 18.01% 23.40%
Number of salaries quoted 215 256 430
West Yorkshire median annual salary £42,500 £42,250 £38,250
Median salary % change year-on-year +0.59% +10.46% -4.38%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £66,250 £61,289 £60,000
Yorkshire median annual salary £43,000 £42,500 £38,500
% change year-on-year +1.18% +10.39% -3.75%

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 1,329 1,671 2,188
As % of all permanent IT jobs advertised in West Yorkshire 32.46% 35.81% 31.64%
Number of salaries quoted 1,098 1,361 1,806
West Yorkshire median annual salary £45,500 £42,500 £42,000
Median salary % change year-on-year +7.06% +1.19% +5.00%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £71,250 £60,578 £60,000
Yorkshire median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

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 28 February 2020.

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 28 February 2020. 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 +1 183 £45,000 - 51
Bradford -20 20 £39,000 -7.14% 7
Wakefield +11 19 £27,000 -27.03% 3
Halifax +16 8 £55,000 +83.33% 3
Wetherby 0 5 £35,000 +37.25% 2
Huddersfield - 5 £40,000 - 4
Sowerby Bridge - 2 - -
Dewsbury +2 1 £42,500 +13.33%
Batley +1 1 £37,500 -31.82% 1
Pontefract +1 1 £40,000 +8.11%
Elland - 1 £31,000 -
Analytical Skills
Yorkshire

For the 6 months to 28 February 2020, 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.

1 150 (56.82%) Problem-Solving
2 93 (35.23%) Agile Software Development
3 82 (31.06%) SQL
4 76 (28.79%) Finance
5 47 (17.80%) ITIL
6 40 (15.15%) Microsoft
7 35 (13.26%) SQL Server
8 33 (12.50%) Windows
8 33 (12.50%) ITIL V3
8 33 (12.50%) Continuous Improvement
9 30 (11.36%) Stakeholder Management
10 29 (10.98%) Microsoft Excel
11 27 (10.23%) Project Management
11 27 (10.23%) Incident Management
11 27 (10.23%) Analytics
12 26 (9.85%) Degree
12 26 (9.85%) ITSM
13 25 (9.47%) C#
13 25 (9.47%) Analytical Thinking
13 25 (9.47%) Acceptance Criteria
14 24 (9.09%) Microsoft Office
14 24 (9.09%) Business Intelligence
15 23 (8.71%) JIRA
15 23 (8.71%) Software Engineering
15 23 (8.71%) Security Operations
15 23 (8.71%) Azure
16 22 (8.33%) assyst
17 21 (7.95%) SQL Server Reporting Services
17 21 (7.95%) CRM
17 21 (7.95%) Disaster Recovery

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 14 (5.30%) Confluence
2 8 (3.03%) SharePoint
3 5 (1.89%) Apache Spark
4 3 (1.14%) Apache
4 3 (1.14%) IBM Domino
4 3 (1.14%) SAS
5 2 (0.76%) CMS
6 1 (0.38%) OpenStack
6 1 (0.38%) Sitecore CMS
Applications
1 29 (10.98%) Microsoft Excel
2 24 (9.09%) Microsoft Office
3 13 (4.92%) Microsoft PowerPoint
4 3 (1.14%) Microsoft Project
4 3 (1.14%) MS Visio
5 1 (0.38%) SPSS
Business Applications
1 22 (8.33%) assyst
2 14 (5.30%) Dynamics CRM
3 3 (1.14%) Unit4 Business World
4 1 (0.38%) Dynamics AX
4 1 (0.38%) Salesforce.com CRM
Cloud Services
1 23 (8.71%) Azure
2 19 (7.20%) AWS
3 17 (6.44%) Power Platform
4 8 (3.03%) Adobe Analytics
4 8 (3.03%) Google Analytics
5 7 (2.65%) Office 365
6 4 (1.52%) Amazon Kinesis
6 4 (1.52%) Cloud Computing
7 3 (1.14%) Amazon EC2
7 3 (1.14%) Amazon SageMaker
7 3 (1.14%) GCP
7 3 (1.14%) SaaS
8 2 (0.76%) Azure Machine Learning
8 2 (0.76%) Sumo Logic
9 1 (0.38%) Dropbox
9 1 (0.38%) Dynamics 365
9 1 (0.38%) GitHub
Communications & Networking
1 6 (2.27%) Firewall
1 6 (2.27%) Internet
2 5 (1.89%) Intrusion Detection
2 5 (1.89%) TCP/IP
3 4 (1.52%) VPN
4 3 (1.14%) HTTP
5 2 (0.76%) DHCP
5 2 (0.76%) DNS
5 2 (0.76%) DSL
5 2 (0.76%) Network Security
5 2 (0.76%) SMTP
5 2 (0.76%) Unified Communications
5 2 (0.76%) Wireshark
6 1 (0.38%) H.323
6 1 (0.38%) Intranet
6 1 (0.38%) Wireless
Database & Business Intelligence
1 35 (13.26%) SQL Server
2 21 (7.95%) SQL Server Reporting Services
3 17 (6.44%) Power BI
4 14 (5.30%) Oracle Database
4 14 (5.30%) SQL Server Integration Services
5 8 (3.03%) Data Warehouse
6 6 (2.27%) SQL Server 2008
6 6 (2.27%) SQL Server Analysis Services
7 4 (1.52%) Amazon RDS
7 4 (1.52%) Relational Database
8 3 (1.14%) Amazon Athena
8 3 (1.14%) Amazon Aurora
8 3 (1.14%) Azure SQL Database
8 3 (1.14%) Big Data
8 3 (1.14%) Data Lake
8 3 (1.14%) Hadoop
8 3 (1.14%) NoSQL
8 3 (1.14%) Pentaho
8 3 (1.14%) SQL Server 2012
8 3 (1.14%) SQL Server 2016
Development Applications
1 23 (8.71%) JIRA
2 10 (3.79%) Selenium
2 10 (3.79%) WebDriver
3 5 (1.89%) Git (software)
3 5 (1.89%) Visual Studio
4 4 (1.52%) SpecFlow
4 4 (1.52%) Visual Studio Team System
5 3 (1.14%) Bitbucket
5 3 (1.14%) Team Foundation Server
5 3 (1.14%) TestRail
6 2 (0.76%) Jenkins
6 2 (0.76%) Oracle APEX
6 2 (0.76%) Postman
6 2 (0.76%) Toad
7 1 (0.38%) CircleCI
7 1 (0.38%) Cucumber
7 1 (0.38%) Protractor
7 1 (0.38%) RStudio
7 1 (0.38%) SoapUI
7 1 (0.38%) SQL Server Management Studio (SSMS)
General
1 76 (28.79%) Finance
2 15 (5.68%) Retail
3 12 (4.55%) Banking
4 9 (3.41%) Marketing
5 8 (3.03%) Manufacturing
5 8 (3.03%) Public Sector
6 3 (1.14%) Retail Banking
7 2 (0.76%) Legal
7 2 (0.76%) Pharmaceutical
7 2 (0.76%) Publishing
8 1 (0.38%) Billing
8 1 (0.38%) Housing Association
8 1 (0.38%) Law
8 1 (0.38%) Local Government
Job Titles
1 102 (38.64%) Analyst
2 31 (11.74%) Business Analyst
3 29 (10.98%) Developer
4 25 (9.47%) Senior Analyst
5 17 (6.44%) IT Analyst
6 15 (5.68%) Incident Manager
6 15 (5.68%) Service Analyst
7 13 (4.92%) Architect
8 12 (4.55%) Consultant
9 10 (3.79%) Product Owner
9 10 (3.79%) Service Transition Analyst
9 10 (3.79%) Transition Analyst
10 8 (3.03%) Administrator
10 8 (3.03%) Data Analyst
10 8 (3.03%) DBA
10 8 (3.03%) Oracle DBA
10 8 (3.03%) SOC Analyst
11 7 (2.65%) Support Specialist
12 6 (2.27%) Support Engineer
12 6 (2.27%) Team Leader
Libraries, Frameworks & Software Standards
1 10 (3.79%) .NET
1 10 (3.79%) Web Services
2 9 (3.41%) XML
3 8 (3.03%) HTML
4 7 (2.65%) .NET Framework
4 7 (2.65%) ASP.NET
4 7 (2.65%) CSS
5 6 (2.27%) ASP.NET MVC
5 6 (2.27%) Entity Framework
6 5 (1.89%) AngularJS
7 3 (1.14%) .NET Core
7 3 (1.14%) ASP.NET MVC 5
7 3 (1.14%) Gherkin
7 3 (1.14%) HTML5
7 3 (1.14%) J2EE
7 3 (1.14%) jQuery
7 3 (1.14%) REST
7 3 (1.14%) RESTful
7 3 (1.14%) Vue.js
8 2 (0.76%) SOAP
Miscellaneous
1 9 (3.41%) Management Information System
1 9 (3.41%) Security Operations Centre
1 9 (3.41%) Self-Motivation
2 7 (2.65%) Analytical Mindset
3 6 (2.27%) Greenfield Project
3 6 (2.27%) NHS
4 5 (1.89%) iSeries
5 3 (1.14%) Mainframe
5 3 (1.14%) Robotics
5 3 (1.14%) User Experience
6 2 (0.76%) Algorithms
6 2 (0.76%) CUDA
6 2 (0.76%) EPoS
6 2 (0.76%) Internet of Things
6 2 (0.76%) Mobile App
6 2 (0.76%) New Media
6 2 (0.76%) Video on Demand
6 2 (0.76%) Video\Live Streaming
6 2 (0.76%) Virtual Team
6 2 (0.76%) Wiki
Operating Systems
1 33 (12.50%) Windows
2 11 (4.17%) Linux
3 7 (2.65%) Mac OS
3 7 (2.65%) Windows Server
4 5 (1.89%) Windows Server 2012
5 3 (1.14%) Unix
6 2 (0.76%) Windows 10
6 2 (0.76%) Windows 7
6 2 (0.76%) Windows Server 2008
Processes & Methodologies
1 150 (56.82%) Problem-Solving
2 93 (35.23%) Agile Software Development
3 47 (17.80%) ITIL
4 33 (12.50%) Continuous Improvement
4 33 (12.50%) ITIL V3
5 30 (11.36%) Stakeholder Management
6 27 (10.23%) Analytics
6 27 (10.23%) Incident Management
6 27 (10.23%) Project Management
7 26 (9.85%) ITSM
8 25 (9.47%) Acceptance Criteria
8 25 (9.47%) Analytical Thinking
9 24 (9.09%) Business Intelligence
10 23 (8.71%) Security Operations
10 23 (8.71%) Software Engineering
11 21 (7.95%) CRM
11 21 (7.95%) Disaster Recovery
12 20 (7.58%) Change Management
12 20 (7.58%) SDLC
13 19 (7.20%) DevOps
Programming Languages
1 82 (31.06%) SQL
2 25 (9.47%) C#
3 19 (7.20%) Python
4 17 (6.44%) Java
4 17 (6.44%) T-SQL
5 14 (5.30%) PL/SQL
6 11 (4.17%) JavaScript
7 10 (3.79%) Ruby
8 5 (1.89%) R
9 4 (1.52%) PowerShell
9 4 (1.52%) Scala
10 3 (1.14%) C++
10 3 (1.14%) TypeScript
10 3 (1.14%) VBA
11 2 (0.76%) Bash Shell
11 2 (0.76%) C
11 2 (0.76%) Go
11 2 (0.76%) Julia
11 2 (0.76%) Perl
12 1 (0.38%) Kotlin
Qualifications
1 26 (9.85%) Degree
2 4 (1.52%) CISM
2 4 (1.52%) CISSP
3 3 (1.14%) Computer Science Degree
3 3 (1.14%) PRINCE2 Practitioner
4 2 (0.76%) CISMP
4 2 (0.76%) TOGAF Certification
5 1 (0.38%) CCIE
5 1 (0.38%) CCIE Routing and Switching
5 1 (0.38%) CCNP
5 1 (0.38%) Cisco Certification
5 1 (0.38%) ISEB
5 1 (0.38%) ISTQB
5 1 (0.38%) ISTQB Foundation Certification
5 1 (0.38%) Master's Degree
5 1 (0.38%) Numerate Degree
5 1 (0.38%) PMI Certification
Quality Assurance & Compliance
1 14 (5.30%) SLA
2 11 (4.17%) QA
3 4 (1.52%) Data Quality
3 4 (1.52%) PCI DSS
3 4 (1.52%) PMO
4 3 (1.14%) ISO/IEC 27001
5 2 (0.76%) GDPR
6 1 (0.38%) P3O
System Software
1 5 (1.89%) Docker
2 4 (1.52%) Active Directory
3 1 (0.38%) HDFS
3 1 (0.38%) Hyper-V
3 1 (0.38%) VMware Infrastructure
3 1 (0.38%) vSphere
3 1 (0.38%) XenApp
Systems Management
1 12 (4.55%) Oracle Enterprise Manager
2 9 (3.41%) CSIRT
3 4 (1.52%) Kubernetes
4 2 (0.76%) Nagios
4 2 (0.76%) Prometheus
4 2 (0.76%) Rancher
4 2 (0.76%) ZABBIX
5 1 (0.38%) Hadoop YARN
5 1 (0.38%) Opscode Chef
Vendors
1 40 (15.15%) Microsoft
2 18 (6.82%) Oracle
3 8 (3.03%) Adobe
3 8 (3.03%) Google
4 6 (2.27%) Screaming Frog
4 6 (2.27%) Unisys
5 5 (1.89%) IBM
6 4 (1.52%) SAP
6 4 (1.52%) Tableau
7 3 (1.14%) T-Plan
7 3 (1.14%) Xamarin
8 2 (0.76%) AppDynamics
8 2 (0.76%) Atlassian
8 2 (0.76%) Cisco
8 2 (0.76%) Cloudera
8 2 (0.76%) Meraki
8 2 (0.76%) New Relic
8 2 (0.76%) Salesforce.com
8 2 (0.76%) ServiceNow
8 2 (0.76%) TIBCO