Period
to 2 March 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 2 March 2021 with a comparison to the same period in the previous 2 years.

Decision-Making
England > Yorkshire
6 months to
2 Mar 2021
Same period 2020 Same period 2019
Rank 84 91 106
Rank change year-on-year +7 +15 +25
Permanent jobs citing Decision-Making 126 169 193
As % of all permanent jobs advertised in Yorkshire 2.88% 2.79% 2.65%
As % of the Processes & Methodologies category 3.10% 3.07% 2.86%
Number of salaries quoted 142 144 162
Median annual salary £52,500 £55,000 £45,000
Median salary % change year-on-year -4.55% +22.22% +5.88%
10th Percentile £36,250 £32,000 £27,000
90th Percentile £64,625 £69,476 £62,500
England median annual salary £55,000 £62,500 £55,000
% change year-on-year -12.00% +13.64% -

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 4,067 5,507 6,740
As % of all permanent IT jobs advertised in Yorkshire 92.94% 91.04% 92.71%
Number of salaries quoted 3,349 4,577 5,543
Median annual salary £47,500 £45,000 £43,000
Median salary % change year-on-year +5.56% +4.65% +1.18%
10th Percentile £29,215 £27,500 £26,250
90th Percentile £67,500 £68,750 £63,750
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 2 March 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 2 March 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 +12 74 £52,500 -4.55% 16
South Yorkshire 0 41 £45,000 -23.26% 8
North Yorkshire -6 7 £45,000 -28.00%
East Yorkshire -4 2 £55,000 -2.22%
Decision-Making
England

For the 6 months to 2 March 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 74 (58.73%) SQL
2 62 (49.21%) Software Engineering
3 61 (48.41%) Git (software)
4 59 (46.83%) NoSQL
5 56 (44.44%) Degree
6 55 (43.65%) Test Automation
7 54 (42.86%) Continuous Integration
7 54 (42.86%) Java
8 52 (41.27%) OO
8 52 (41.27%) Subversion
8 52 (41.27%) Mercurial
8 52 (41.27%) Data Structures
8 52 (41.27%) Algorithms
9 25 (19.84%) Agile Software Development
10 19 (15.08%) DevOps
11 17 (13.49%) Azure
12 16 (12.70%) Terraform
13 15 (11.90%) Mentoring
13 15 (11.90%) AWS
14 14 (11.11%) Linux
14 14 (11.11%) Business Intelligence
15 13 (10.32%) Microsoft
15 13 (10.32%) Finance
15 13 (10.32%) Coaching
15 13 (10.32%) Analytical Skills
16 12 (9.52%) JavaScript
16 12 (9.52%) SQL Server Reporting Services
16 12 (9.52%) Problem-Solving
17 11 (8.73%) Infrastructure as Code
17 11 (8.73%) Software Delivery

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 5 (3.97%) Apache Spark
2 3 (2.38%) Apache
2 3 (2.38%) Elasticsearch
3 1 (0.79%) Confluence
3 1 (0.79%) SAS
Applications
1 2 (1.59%) Adobe Creative Suite
1 2 (1.59%) Adobe XD
1 2 (1.59%) Microsoft Excel
2 1 (0.79%) Microsoft PowerPoint
Cloud Services
1 17 (13.49%) Azure
2 15 (11.90%) AWS
3 8 (6.35%) Power Platform
4 5 (3.97%) AWS CloudFormation
4 5 (3.97%) GCP
5 2 (1.59%) Azure Data Factory
5 2 (1.59%) PaaS
5 2 (1.59%) SaaS
6 1 (0.79%) AWS Lambda
6 1 (0.79%) Serverless
Communications & Networking
1 3 (2.38%) DNS
1 3 (2.38%) Kerberos
2 2 (1.59%) HTTP
2 2 (1.59%) Internet
Database & Business Intelligence
1 59 (46.83%) NoSQL
2 12 (9.52%) SQL Server Reporting Services
3 10 (7.94%) SQL Server
4 8 (6.35%) Power BI
5 7 (5.56%) SQL Server 2012
5 7 (5.56%) SQL Server 2016
6 6 (4.76%) Amazon DynamoDB
7 5 (3.97%) Big Data
7 5 (3.97%) BigQuery
7 5 (3.97%) PostgreSQL
7 5 (3.97%) Tableau
8 4 (3.17%) SQL Server Analysis Services
8 4 (3.17%) SQL Server Integration Services
9 3 (2.38%) Apache Cassandra
9 3 (2.38%) Data Warehouse
10 2 (1.59%) MongoDB
10 2 (1.59%) MySQL
10 2 (1.59%) Star Schema
10 2 (1.59%) Tableau Desktop
11 1 (0.79%) Azure SQL Database
Development Applications
1 61 (48.41%) Git (software)
2 52 (41.27%) Mercurial
2 52 (41.27%) Subversion
3 8 (6.35%) GitLab
4 5 (3.97%) Jenkins
5 3 (2.38%) JIRA
5 3 (2.38%) Selenium
6 2 (1.59%) Cypress.io
7 1 (0.79%) Atlassian Bamboo
7 1 (0.79%) Cucumber
7 1 (0.79%) Travis CI
General
1 13 (10.32%) Finance
2 8 (6.35%) Marketing
3 3 (2.38%) Public Sector
4 2 (1.59%) Back Office
4 2 (1.59%) Games
5 1 (0.79%) Law
5 1 (0.79%) Local Government
5 1 (0.79%) Manufacturing
5 1 (0.79%) Pharmaceutical
5 1 (0.79%) Retail
Job Titles
1 53 (42.06%) Software Engineer
2 51 (40.48%) Java Engineer
2 51 (40.48%) Java Software Engineer
3 11 (8.73%) Developer
3 11 (8.73%) DevOps Engineer
4 7 (5.56%) Analyst
4 7 (5.56%) DBA
4 7 (5.56%) SQL DBA
5 5 (3.97%) Data Engineer
5 5 (3.97%) Development Manager
6 4 (3.17%) Business Intelligence Developer
6 4 (3.17%) Business Manager
6 4 (3.17%) Senior DevOps
6 4 (3.17%) Senior DevOps Engineer
6 4 (3.17%) Tableau Analyst
7 3 (2.38%) Business Development Manager
7 3 (2.38%) Consultant
7 3 (2.38%) Delivery Manager
7 3 (2.38%) Junior
7 3 (2.38%) Junior Developer
Libraries, Frameworks & Software Standards
1 11 (8.73%) Kafka
2 5 (3.97%) CSS
2 5 (3.97%) HTML
3 3 (2.38%) ActiveMQ
3 3 (2.38%) Apache NiFi
3 3 (2.38%) Loki
3 3 (2.38%) Node.js
3 3 (2.38%) React
3 3 (2.38%) RESTful
4 2 (1.59%) AngularJS
4 2 (1.59%) Ember.js
4 2 (1.59%) REST
4 2 (1.59%) Sass
4 2 (1.59%) Vue.js
5 1 (0.79%) D3.js
5 1 (0.79%) MDX
5 1 (0.79%) Spring
5 1 (0.79%) Spring Batch
5 1 (0.79%) Spring Boot
5 1 (0.79%) Velocity
Miscellaneous
1 52 (41.27%) Algorithms
1 52 (41.27%) Data Structures
2 13 (10.32%) Analytical Skills
3 8 (6.35%) Hybrid Cloud
4 5 (3.97%) User Experience
5 3 (2.38%) Greenfield Project
5 3 (2.38%) Self-Motivation
6 2 (1.59%) Video Editing
7 1 (0.79%) Biotechnology
7 1 (0.79%) e-Learning
7 1 (0.79%) Management Information System
7 1 (0.79%) Marketing Technology
7 1 (0.79%) Social Media
Operating Systems
1 14 (11.11%) Linux
2 8 (6.35%) Windows
3 3 (2.38%) CentOS
4 1 (0.79%) Windows Server
Processes & Methodologies
1 62 (49.21%) Software Engineering
2 55 (43.65%) Test Automation
3 54 (42.86%) Continuous Integration
4 52 (41.27%) OO
5 25 (19.84%) Agile Software Development
6 19 (15.08%) DevOps
7 15 (11.90%) Mentoring
8 14 (11.11%) Business Intelligence
9 13 (10.32%) Coaching
10 12 (9.52%) Problem-Solving
11 11 (8.73%) Analytics
11 11 (8.73%) Infrastructure as Code
11 11 (8.73%) Software Delivery
12 10 (7.94%) Change Management
13 9 (7.14%) Actionable Insight
13 9 (7.14%) Scrum
14 8 (6.35%) Continuous Improvement
14 8 (6.35%) Data Modelling
14 8 (6.35%) Data-Driven Decision Making
14 8 (6.35%) Visualisation
Programming Languages
1 74 (58.73%) SQL
2 54 (42.86%) Java
3 12 (9.52%) JavaScript
4 10 (7.94%) T-SQL
5 7 (5.56%) R
6 6 (4.76%) Python
7 2 (1.59%) Data Analysis Expressions (DAX)
8 1 (0.79%) C
8 1 (0.79%) C#
8 1 (0.79%) PHP
8 1 (0.79%) TypeScript
8 1 (0.79%) VBA
Qualifications
1 56 (44.44%) Degree
2 11 (8.73%) SC Cleared
2 11 (8.73%) Security Cleared
3 2 (1.59%) Microsoft Certification
4 1 (0.79%) ITIL Certification
4 1 (0.79%) Numerate Degree
4 1 (0.79%) PhD
Quality Assurance & Compliance
1 2 (1.59%) QA
2 1 (0.79%) ISO/IEC 27001
2 1 (0.79%) SLA
System Software
1 6 (4.76%) Virtual Machines
2 5 (3.97%) Docker
3 3 (2.38%) Active Directory
Systems Management
1 16 (12.70%) Terraform
2 10 (7.94%) Kubernetes
3 8 (6.35%) Istio
4 3 (2.38%) Ansible
4 3 (2.38%) Grafana
4 3 (2.38%) Opscode Chef
4 3 (2.38%) Prometheus
4 3 (2.38%) WSUS
Vendors
1 13 (10.32%) Microsoft
2 7 (5.56%) Oracle
3 5 (3.97%) Databricks
4 2 (1.59%) Adobe
4 2 (1.59%) Alteryx
5 1 (0.79%) Citrix
5 1 (0.79%) Facebook
5 1 (0.79%) IBM
5 1 (0.79%) Instagram