Period
to 13 October 2019

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Decision-Making skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Decision-Making over the 6 months to 13 October 2019 with a comparison to the same period in the previous 2 years.

Decision-Making
England > Yorkshire
6 months to
13 Oct 2019
Same period 2018 Same period 2017
Rank 134 134 147
Rank change year-on-year 0 +13 -20
Permanent jobs citing Decision-Making 180 177 190
As % of all permanent IT jobs advertised in Yorkshire 2.55% 2.13% 1.98%
As % of the Processes & Methodologies category 2.79% 2.31% 2.13%
Number of salaries quoted 142 147 173
Yorkshire median annual salary £50,000 £45,000 £48,000
Median salary % change year-on-year +11.11% -6.25% +3.23%
10th Percentile £22,000 £27,998 £27,800
90th Percentile £65,000 £67,500 £60,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

Decision-Making is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6,442 7,667 8,925
As % of all permanent IT jobs advertised in Yorkshire 91.19% 92.23% 92.87%
Number of salaries quoted 5,176 6,272 7,461
Yorkshire median annual salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.18% +6.25%
10th Percentile £25,750 £26,250 £26,250
90th Percentile £65,000 £62,500 £61,250
England median annual salary £52,500 £51,500 £50,000
% change year-on-year +1.94% +3.00% -

Decision-Making
Job Vacancy Trend in Yorkshire

Job postings citing Decision-Making as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Decision-Making in Yorkshire

Decision-Making
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Decision-Making in Yorkshire.

Salary trend for Decision-Making in Yorkshire

Decision-Making
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Decision-Making in Yorkshire over the 6 months to 13 October 2019.

Salary histogram for Decision-Making in Yorkshire

Decision-Making
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Decision-Making within the Yorkshire region over the 6 months to 13 October 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
West Yorkshire +34 118 £50,000 +11.11% 16
North Yorkshire -40 36 £43,000 -11.79% 6
South Yorkshire +10 27 £60,000 +43.71% 6
Decision-Making
England

For the 6 months to 13 October 2019, IT jobs citing Decision-Making 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 Yorkshire region with a requirement for Decision-Making.

1 75 (41.67%) Problem-Solving
2 72 (40.00%) Agile Software Development
3 46 (25.56%) Finance
4 42 (23.33%) Microsoft
5 38 (21.11%) Analytical Skills
6 36 (20.00%) SQL
7 31 (17.22%) ITIL
8 30 (16.67%) Business Intelligence
8 30 (16.67%) DevOps
9 29 (16.11%) Azure
9 29 (16.11%) Degree
10 28 (15.56%) Project Management
10 28 (15.56%) AWS
11 26 (14.44%) Analytics
12 24 (13.33%) Service Management
12 24 (13.33%) Java
12 24 (13.33%) Continuous Integration
13 22 (12.22%) Software Engineering
13 22 (12.22%) Waterfall
14 21 (11.67%) Mentoring
15 20 (11.11%) Continuous Improvement
15 20 (11.11%) Process Improvement
15 20 (11.11%) OO
16 19 (10.56%) Microsoft Office
16 19 (10.56%) Active Directory
16 19 (10.56%) Change Management
16 19 (10.56%) Office 365
16 19 (10.56%) Coaching
17 18 (10.00%) Power Platform
17 18 (10.00%) Power BI

Decision-Making
Co-occurring IT Skills in 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 3 (1.67%) Apache Spark
2 2 (1.11%) Confluence
2 2 (1.11%) IIS
2 2 (1.11%) Skype for Business
3 1 (0.56%) BizTalk Server
3 1 (0.56%) SAS
3 1 (0.56%) SharePoint
Applications
1 19 (10.56%) Microsoft Office
2 6 (3.33%) Microsoft PowerPoint
3 4 (2.22%) Microsoft Excel
4 2 (1.11%) Spreadsheet
5 1 (0.56%) SPSS
Business Applications
1 2 (1.11%) SAP QM
2 1 (0.56%) SAP PM
Cloud Services
1 29 (16.11%) Azure
2 28 (15.56%) AWS
3 19 (10.56%) Office 365
4 18 (10.00%) Power Platform
5 15 (8.33%) SaaS
6 8 (4.44%) FinancialForce
6 8 (4.44%) Force.com
7 6 (3.33%) Cloud Computing
7 6 (3.33%) Sumo Logic
8 5 (2.78%) GitHub
9 2 (1.11%) Azure Active Directory
10 1 (0.56%) Amazon EKS
10 1 (0.56%) GCP
10 1 (0.56%) PaaS
10 1 (0.56%) Slack
10 1 (0.56%) Trello
Communications & Networking
1 9 (5.00%) Internet
2 6 (3.33%) Skype
3 5 (2.78%) TCP/IP
4 3 (1.67%) VLAN
5 2 (1.11%) DNS
5 2 (1.11%) Firewall
5 2 (1.11%) VPN
5 2 (1.11%) VSAN
6 1 (0.56%) Intranet
6 1 (0.56%) LAN
6 1 (0.56%) WAN
6 1 (0.56%) Wireless
Database & Business Intelligence
1 18 (10.00%) Power BI
1 18 (10.00%) SQL Server
2 15 (8.33%) Data Warehouse
3 14 (7.78%) SQL Server Integration Services
4 13 (7.22%) SQL Server Analysis Services
5 12 (6.67%) SQL Server Reporting Services
6 10 (5.56%) NoSQL
7 9 (5.00%) QlikView
8 8 (4.44%) Big Data
9 7 (3.89%) MongoDB
9 7 (3.89%) Relational Database
10 6 (3.33%) Qlik Sense
11 5 (2.78%) Apache Cassandra
11 5 (2.78%) Apache Hive
11 5 (2.78%) Hadoop
12 4 (2.22%) Amazon RDS
12 4 (2.22%) Amazon Redshift
12 4 (2.22%) MySQL
12 4 (2.22%) PostgreSQL
13 3 (1.67%) RDBMS
Development Applications
1 6 (3.33%) Git (software)
2 5 (2.78%) GitLab
3 2 (1.11%) JIRA
3 2 (1.11%) Selenium
3 2 (1.11%) Team Foundation Server
4 1 (0.56%) Jenkins
4 1 (0.56%) Maven
4 1 (0.56%) NUnit
4 1 (0.56%) PHPUnit
4 1 (0.56%) SQL Server Management Studio (SSMS)
General
1 46 (25.56%) Finance
2 15 (8.33%) Marketing
3 14 (7.78%) Public Sector
4 11 (6.11%) Financial Institution
5 9 (5.00%) Telecoms
6 8 (4.44%) Billing
7 5 (2.78%) Banking
7 5 (2.78%) Electronics
7 5 (2.78%) Manufacturing
8 4 (2.22%) Legal
9 2 (1.11%) Games
9 2 (1.11%) Law
10 1 (0.56%) Back Office
10 1 (0.56%) Pharmaceutical
10 1 (0.56%) Retail
Job Titles
1 32 (17.78%) Analyst
2 23 (12.78%) Developer
3 20 (11.11%) Architect
4 16 (8.89%) Business Intelligence Developer
5 15 (8.33%) Software Engineer
6 12 (6.67%) Infrastructure Manager
6 12 (6.67%) Infrastructure Project Manager
6 12 (6.67%) Java Engineer
6 12 (6.67%) Project Manager
7 11 (6.11%) Java Software Engineer
7 11 (6.11%) Service Analyst
7 11 (6.11%) Service Desk Analyst
8 10 (5.56%) Data Analyst
9 9 (5.00%) Microsoft Engineer
9 9 (5.00%) Technical Architect
10 8 (4.44%) Product Manager
10 8 (4.44%) Solutions Architect
11 7 (3.89%) Business Analyst
11 7 (3.89%) Business Manager
11 7 (3.89%) IT Manager
Libraries, Frameworks & Software Standards
1 7 (3.89%) .NET
1 7 (3.89%) Spring
2 4 (2.22%) .NET Core
2 4 (2.22%) Node.js
3 3 (1.67%) AngularJS
3 3 (1.67%) HTML
3 3 (1.67%) Kafka
3 3 (1.67%) Spring Boot
4 2 (1.11%) CSS
4 2 (1.11%) Natural Language Processing
4 2 (1.11%) React
4 2 (1.11%) Spring Batch
4 2 (1.11%) Spring Security
4 2 (1.11%) Web Services
5 1 (0.56%) Elastic Stack
5 1 (0.56%) HTML5
5 1 (0.56%) REST
5 1 (0.56%) RESTful
5 1 (0.56%) Sensu
5 1 (0.56%) Zend Framework
Miscellaneous
1 38 (21.11%) Analytical Skills
2 13 (7.22%) Management Information System
3 12 (6.67%) Enterprise Software
3 12 (6.67%) Self-Motivation
4 11 (6.11%) User Experience
5 10 (5.56%) Data Centre
6 8 (4.44%) Video on Demand
6 8 (4.44%) Video\Live Streaming
7 7 (3.89%) New Media
8 4 (2.22%) Data Structures
9 3 (1.67%) Algorithms
9 3 (1.67%) Blog
10 2 (1.11%) Mainframe
10 2 (1.11%) W3C
11 1 (0.56%) Cloud Native
11 1 (0.56%) Greenfield Project
11 1 (0.56%) Internet of Things
11 1 (0.56%) Mobile App
11 1 (0.56%) NHS
Operating Systems
1 17 (9.44%) Windows
2 13 (7.22%) Windows Server
3 8 (4.44%) Unix
3 8 (4.44%) Windows Server 2012
4 7 (3.89%) Linux
5 2 (1.11%) Android
5 2 (1.11%) Apple iOS
5 2 (1.11%) Mac OS
5 2 (1.11%) Windows 10
5 2 (1.11%) Windows Server 2003
6 1 (0.56%) CentOS
6 1 (0.56%) Solaris
Processes & Methodologies
1 75 (41.67%) Problem-Solving
2 72 (40.00%) Agile Software Development
3 31 (17.22%) ITIL
4 30 (16.67%) Business Intelligence
4 30 (16.67%) DevOps
5 28 (15.56%) Project Management
6 26 (14.44%) Analytics
7 24 (13.33%) Continuous Integration
7 24 (13.33%) Service Management
8 22 (12.22%) Software Engineering
8 22 (12.22%) Waterfall
9 21 (11.67%) Mentoring
10 20 (11.11%) Continuous Improvement
10 20 (11.11%) OO
10 20 (11.11%) Process Improvement
11 19 (10.56%) Change Management
11 19 (10.56%) Coaching
12 18 (10.00%) TDD
13 17 (9.44%) Digital Transformation Programme
13 17 (9.44%) Programme Management
Programming Languages
1 36 (20.00%) SQL
2 24 (13.33%) Java
3 12 (6.67%) Python
4 11 (6.11%) C#
5 10 (5.56%) JavaScript
5 10 (5.56%) T-SQL
6 9 (5.00%) Ruby
7 7 (3.89%) Perl
8 6 (3.33%) PowerShell
9 5 (2.78%) VBA
10 3 (1.67%) Groovy
10 3 (1.67%) PHP
10 3 (1.67%) Scala
11 2 (1.11%) ES6
11 2 (1.11%) Go
11 2 (1.11%) Shell Script
11 2 (1.11%) TypeScript
12 1 (0.56%) Apple Swift
12 1 (0.56%) Objective-C
12 1 (0.56%) PHP 5
Qualifications
1 29 (16.11%) Degree
2 2 (1.11%) MCSA
2 2 (1.11%) Microsoft Certification
2 2 (1.11%) SC Cleared
2 2 (1.11%) Security Cleared
3 1 (0.56%) CISA
3 1 (0.56%) CRISC
3 1 (0.56%) ISEB
3 1 (0.56%) ISO 27001 Lead Auditor
3 1 (0.56%) Numerate Degree
3 1 (0.56%) Six Sigma Master Black Belt
Quality Assurance & Compliance
1 17 (9.44%) SLA
2 7 (3.89%) QA
3 4 (2.22%) PMO
4 3 (1.67%) ISO/IEC 20000
5 1 (0.56%) COBIT
5 1 (0.56%) Cyber Essentials
5 1 (0.56%) GDPR
5 1 (0.56%) ISO/IEC 27001
5 1 (0.56%) NIST
5 1 (0.56%) PCI DSS
System Software
1 19 (10.56%) Active Directory
2 10 (5.56%) vSphere
3 7 (3.89%) Docker
4 3 (1.67%) Apache Flume
4 3 (1.67%) HDFS
5 2 (1.11%) IAG
5 2 (1.11%) VMware Infrastructure
6 1 (0.56%) Hyper-V
Systems Management
1 5 (2.78%) SCCM
2 4 (2.22%) Microsoft Intune
2 4 (2.22%) Puppet
3 3 (1.67%) Oozie
4 1 (0.56%) Kubernetes
4 1 (0.56%) Pingdom
4 1 (0.56%) Terraform
Vendors
1 42 (23.33%) Microsoft
2 10 (5.56%) Tableau
2 10 (5.56%) VMware
3 8 (4.44%) Advent
3 8 (4.44%) Salesforce.com
4 7 (3.89%) Oracle
5 6 (3.33%) AppDynamics
5 6 (3.33%) SAP
6 5 (2.78%) Brocade
6 5 (2.78%) CheckPoint
6 5 (2.78%) Cisco
6 5 (2.78%) Foundry
7 4 (2.22%) IBM
8 3 (1.67%) Cloudera
9 2 (1.11%) 3PAR
9 2 (1.11%) Citrix
9 2 (1.11%) Cognos
9 2 (1.11%) Google
10 1 (0.56%) MicroStrategy
10 1 (0.56%) Zend