Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 25 September 2021

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 25 September 2021 with a comparison to the same period in the previous 2 years.

Decision-Making
England > Yorkshire
6 months to
25 Sep 2021		 Same period 2020 Same period 2019
Rank 79 94 152
Rank change year-on-year +15 +58 -12
Permanent jobs citing Decision-Making 222 71 174
As % of all permanent jobs advertised in Yorkshire 3.45% 2.72% 2.35%
As % of the Processes & Methodologies category 3.67% 2.89% 2.57%
Number of salaries quoted 156 53 133
10th Percentile £36,000 £35,530 £22,000
25th Percentile £40,000 £40,000 £31,250
Median annual salary (50th Percentile) £45,000 £47,500 £47,500
Median % change year-on-year -5.26% - -
75th Percentile £58,750 £58,750 £62,500
90th Percentile £68,750 £59,750 £69,500
England median annual salary £55,762 £62,500 £57,500
% change year-on-year -10.78% +8.70% +4.55%

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 6,055 2,456 6,764
As % of all permanent IT jobs advertised in Yorkshire 94.07% 94.03% 91.23%
Number of salaries quoted 4,701 2,149 5,464
10th Percentile £31,250 £31,250 £25,750
25th Percentile £37,500 £36,750 £32,500
Median annual salary (50th Percentile) £50,000 £45,000 £44,000
Median % change year-on-year +11.11% +2.27% +2.33%
75th Percentile £63,750 £57,500 £55,000
90th Percentile £75,000 £67,500 £65,000
England median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +2.94%

Decision-Making
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Decision-Making in Yorkshire

Decision-Making
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Decision-Making in Yorkshire.

Salary trend for Decision-Making in Yorkshire

Decision-Making
Salary Histogram in Yorkshire

Salary distribution for jobs citing Decision-Making in Yorkshire over the 6 months to 25 September 2021.

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 25 September 2021. 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 -2 144 £51,500 -1.90% 22
South Yorkshire -7 60 £45,000 - 4
North Yorkshire -5 15 £45,000 -2.70% 5
East Yorkshire - 1 £37,500 -
Decision-Making
England

For the 6 months to 25 September 2021, 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.

1 112 (50.45%) SQL
2 99 (44.59%) Social Skills
3 72 (32.43%) Degree
4 68 (30.63%) Git (software)
5 62 (27.93%) Business Intelligence
6 61 (27.48%) Agile Software Development
7 56 (25.23%) Java
8 55 (24.77%) Continuous Integration
9 53 (23.87%) Subversion
9 53 (23.87%) Software Engineering
9 53 (23.87%) Problem-Solving
10 51 (22.97%) NoSQL
11 49 (22.07%) OO
11 49 (22.07%) Mercurial
11 49 (22.07%) Test Automation
11 49 (22.07%) Data Structures
11 49 (22.07%) Algorithms
12 46 (20.72%) Power BI
12 46 (20.72%) Power Platform
13 37 (16.67%) Analytics
14 34 (15.32%) Finance
15 33 (14.86%) Azure
15 33 (14.86%) Analytical Skills
16 29 (13.06%) Microsoft
17 27 (12.16%) Data Warehouse
17 27 (12.16%) Visualisation
18 25 (11.26%) DevOps
19 24 (10.81%) Microsoft Excel
20 22 (9.91%) Stakeholder Management
20 22 (9.91%) Tableau

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 6 (2.70%) Apache
2 2 (0.90%) MS Project Server
2 2 (0.90%) SAS
3 1 (0.45%) Confluence
3 1 (0.45%) IIS
Applications
1 24 (10.81%) Microsoft Excel
2 16 (7.21%) Microsoft Office
3 5 (2.25%) Microsoft Project
4 2 (0.90%) Microsoft PowerPoint
4 2 (0.90%) Open Workbench
4 2 (0.90%) Spreadsheet
Business Applications
1 5 (2.25%) Shopify
2 3 (1.35%) Dynamics AX
2 3 (1.35%) Dynamics CRM
3 1 (0.45%) Dynamics NAV
Cloud Services
1 46 (20.72%) Power Platform
2 33 (14.86%) Azure
3 8 (3.60%) PaaS
3 8 (3.60%) SaaS
4 7 (3.15%) AWS
4 7 (3.15%) Dynamics 365
5 6 (2.70%) PowerApps
6 5 (2.25%) Azure Data Factory
6 5 (2.25%) GCP
6 5 (2.25%) Google Sheets
7 3 (1.35%) Azure Synapse Analytics
7 3 (1.35%) Google Analytics
7 3 (1.35%) IaaS
8 1 (0.45%) Adobe Analytics
8 1 (0.45%) Serverless
Communications & Networking
1 10 (4.50%) Firewall
2 7 (3.15%) Structured Cabling
2 7 (3.15%) Wi-Fi
3 6 (2.70%) Broadband
4 4 (1.80%) Intranet
4 4 (1.80%) WebEx
5 3 (1.35%) Internet
6 2 (0.90%) 5G
6 2 (0.90%) DMZ
6 2 (0.90%) Fibre Channel
6 2 (0.90%) iSCSI
6 2 (0.90%) NAS
6 2 (0.90%) SAN
7 1 (0.45%) Network Security
Database & Business Intelligence
1 51 (22.97%) NoSQL
2 46 (20.72%) Power BI
3 27 (12.16%) Data Warehouse
4 22 (9.91%) Tableau
5 19 (8.56%) SQL Server
5 19 (8.56%) SQL Server Reporting Services
6 16 (7.21%) SQL Server Integration Services
7 11 (4.95%) SQL Server Analysis Services
8 10 (4.50%) Azure SQL Database
9 7 (3.15%) Relational Database
10 4 (1.80%) Apache Cassandra
10 4 (1.80%) Essbase
10 4 (1.80%) Hadoop
10 4 (1.80%) Qlik Sense
11 3 (1.35%) Oracle Database
11 3 (1.35%) Oracle Database 11g
11 3 (1.35%) Oracle Database 12c
11 3 (1.35%) QlikView
11 3 (1.35%) RDBMS
11 3 (1.35%) Talend Open Studio
Development Applications
1 68 (30.63%) Git (software)
2 53 (23.87%) Subversion
3 49 (22.07%) Mercurial
4 13 (5.86%) Jenkins
5 8 (3.60%) Sonatype Nexus
6 6 (2.70%) JIRA
7 5 (2.25%) GitLab
8 3 (1.35%) Oracle APEX
8 3 (1.35%) Oracle Forms
9 1 (0.45%) IBM UrbanCode
9 1 (0.45%) MSI
General
1 99 (44.59%) Social Skills
2 34 (15.32%) Finance
3 33 (14.86%) Analytical Skills
4 18 (8.11%) Marketing
5 16 (7.21%) Organisational Skills
6 13 (5.86%) Banking
7 10 (4.50%) Public Sector
7 10 (4.50%) Retail Banking
8 9 (4.05%) Retail
9 4 (1.80%) Inclusion and Diversity
9 4 (1.80%) Legal
9 4 (1.80%) Manufacturing
10 3 (1.35%) Games
10 3 (1.35%) Influencing Skills
10 3 (1.35%) Social Housing
11 2 (0.90%) Law
11 2 (0.90%) Retail Finance
12 1 (0.45%) Advertising
12 1 (0.45%) Presentation Skills
12 1 (0.45%) Telecoms
Job Titles
1 53 (23.87%) Software Engineer
2 50 (22.52%) Java Engineer
2 50 (22.52%) Java Software Engineer
3 39 (17.57%) Analyst
4 31 (13.96%) Developer
5 18 (8.11%) Business Intelligence Developer
6 16 (7.21%) Data Analyst
7 10 (4.50%) Cloud Engineer
8 9 (4.05%) DevOps Engineer
8 9 (4.05%) Project Manager
9 8 (3.60%) Business Systems Analyst
9 8 (3.60%) Systems Analyst
10 7 (3.15%) Business Analyst
10 7 (3.15%) Business Intelligence Analyst
10 7 (3.15%) Field Engineer
10 7 (3.15%) Field Service Engineer
10 7 (3.15%) Power BI Developer
10 7 (3.15%) Senior Manager
11 6 (2.70%) Scrum Master
12 5 (2.25%) Senior Developer
Libraries, Frameworks & Software Standards
1 7 (3.15%) .NET
2 6 (2.70%) REST
3 4 (1.80%) ActiveMQ
3 4 (1.80%) Kafka
3 4 (1.80%) Loki
4 3 (1.35%) CSS
4 3 (1.35%) HTML
4 3 (1.35%) React
4 3 (1.35%) Redux
4 3 (1.35%) Velocity
4 3 (1.35%) Web Services
5 2 (0.90%) Apache NiFi
5 2 (0.90%) Node.js
5 2 (0.90%) RESTful
5 2 (0.90%) STL
6 1 (0.45%) Apache Flex
6 1 (0.45%) MSMQ
6 1 (0.45%) Spring
6 1 (0.45%) WPF
6 1 (0.45%) XML
Miscellaneous
1 49 (22.07%) Algorithms
1 49 (22.07%) Data Structures
2 10 (4.50%) Driving Licence
3 9 (4.05%) User Experience
4 8 (3.60%) Legacy Applications
5 7 (3.15%) EPoS
6 6 (2.70%) Greenfield Project
7 5 (2.25%) Data Protection Act
7 5 (2.25%) Hybrid Cloud
7 5 (2.25%) Management Information System
8 4 (1.80%) Virtual Team
9 3 (1.35%) FMCG
9 3 (1.35%) Public Cloud
9 3 (1.35%) Self-Motivation
9 3 (1.35%) Social Media
10 2 (0.90%) Clustering
10 2 (0.90%) Market Risk
10 2 (0.90%) PMI
10 2 (0.90%) Private Cloud
10 2 (0.90%) Video Conferencing
Operating Systems
1 14 (6.31%) Linux
2 3 (1.35%) Windows
3 1 (0.45%) AIX
3 1 (0.45%) Unix
3 1 (0.45%) Windows Server
Processes & Methodologies
1 62 (27.93%) Business Intelligence
2 61 (27.48%) Agile Software Development
3 55 (24.77%) Continuous Integration
4 53 (23.87%) Problem-Solving
4 53 (23.87%) Software Engineering
5 49 (22.07%) OO
5 49 (22.07%) Test Automation
6 37 (16.67%) Analytics
7 27 (12.16%) Visualisation
8 25 (11.26%) DevOps
9 22 (9.91%) Stakeholder Management
10 19 (8.56%) Continuous Improvement
10 19 (8.56%) Project Management
11 18 (8.11%) Collaborative Working
12 16 (7.21%) Data Visualisation
13 15 (6.76%) Data-Driven Decision Making
14 14 (6.31%) Dashboard Development
15 13 (5.86%) Data Modelling
15 13 (5.86%) Requirements Gathering
16 12 (5.41%) Project Delivery
Programming Languages
1 112 (50.45%) SQL
2 56 (25.23%) Java
3 12 (5.41%) PowerShell
4 10 (4.50%) Bash Shell
5 8 (3.60%) Data Analysis Expressions (DAX)
5 8 (3.60%) Groovy
6 7 (3.15%) PL/SQL
7 6 (2.70%) C#
8 5 (2.25%) T-SQL
8 5 (2.25%) VBA
9 4 (1.80%) C++
9 4 (1.80%) Python
9 4 (1.80%) R
9 4 (1.80%) VB
10 3 (1.35%) C
10 3 (1.35%) TypeScript
10 3 (1.35%) X++
11 2 (0.90%) Perl
12 1 (0.45%) Java 8
12 1 (0.45%) JavaScript
Qualifications
1 72 (32.43%) Degree
2 10 (4.50%) Security Cleared
3 8 (3.60%) SC Cleared
4 4 (1.80%) ITIL Certification
5 3 (1.35%) Postgraduate
6 2 (0.90%) CISSP
6 2 (0.90%) CTC Cleared
6 2 (0.90%) PMI Certification
Quality Assurance & Compliance
1 11 (4.95%) Data Quality
1 11 (4.95%) GDPR
2 3 (1.35%) QA
3 2 (0.90%) Cyber Essentials
3 2 (0.90%) Cyber Essentials PLUS
3 2 (0.90%) ISO/IEC 27001
3 2 (0.90%) PCI DSS
3 2 (0.90%) PMBOK
4 1 (0.45%) ISO 13485
System Software
1 4 (1.80%) Virtual Machines
2 3 (1.35%) Docker
3 2 (0.90%) LXC
3 2 (0.90%) NFS
3 2 (0.90%) SRDF
3 2 (0.90%) VMware Infrastructure
Systems Management
1 15 (6.76%) Terraform
2 7 (3.15%) Kubernetes
3 6 (2.70%) Ansible
4 5 (2.25%) Istio
5 4 (1.80%) Grafana
5 4 (1.80%) Opscode Chef
5 4 (1.80%) Prometheus
6 2 (0.90%) Puppet
Vendors
1 29 (13.06%) Microsoft
2 17 (7.66%) Oracle
3 12 (5.41%) Google
4 9 (4.05%) SAP
5 8 (3.60%) Dynatrace
5 8 (3.60%) IBM
5 8 (3.60%) Splunk
6 6 (2.70%) Cisco
6 6 (2.70%) Cognos
6 6 (2.70%) VMware
7 5 (2.25%) Adobe
7 5 (2.25%) Alteryx
8 4 (1.80%) Citrix
8 4 (1.80%) iManage
8 4 (1.80%) Okta
8 4 (1.80%) StreamSets
8 4 (1.80%) Teradata
9 3 (1.35%) Talend
10 2 (0.90%) HP
10 2 (0.90%) Zerto