Period
to 17 January 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 17 January 2019 with a comparison to the same period in the previous 2 years.

Decision-Making
England > Yorkshire
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 128 121 138
Rank change year-on-year -7 +17 -18
Permanent jobs citing Decision-Making 174 210 226
As % of all permanent IT jobs advertised in Yorkshire 2.35% 2.19% 2.09%
As % of the Processes & Methodologies category 2.56% 2.37% 2.28%
Number of salaries quoted 138 202 201
Yorkshire median annual salary £45,000 £45,000 £52,500
Median salary % change year-on-year - -14.29% -4.55%
10th Percentile £30,000 £25,000 £25,000
90th Percentile £65,000 £60,000 £68,750
England median annual salary £55,000 £55,000 £55,000

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 6,804 8,843 9,921
As % of all permanent IT jobs advertised in Yorkshire 91.92% 92.04% 91.62%
Number of salaries quoted 5,518 7,510 8,351
Yorkshire median annual salary £43,500 £42,500 £40,500
Median salary % change year-on-year +2.35% +4.94% +1.25%
10th Percentile £26,250 £26,250 £25,750
90th Percentile £62,500 £60,000 £62,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 17 January 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 17 January 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 -25 89 £45,000 -5.26% 25
South Yorkshire +30 48 £56,250 +150.00% 5
North Yorkshire -1 25 £47,500 +72.73% 2
East Yorkshire -7 5 £28,000 -16.79%
Decision-Making
England

For the 6 months to 17 January 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 64 (36.78%) Agile Software Development
2 49 (28.16%) Finance
3 43 (24.71%) SQL
4 42 (24.14%) Microsoft
5 33 (18.97%) Business Intelligence
5 33 (18.97%) Degree
6 30 (17.24%) Data Modelling
7 28 (16.09%) SQL Server
8 27 (15.52%) Analytical Skills
8 27 (15.52%) Problem-Solving
9 26 (14.94%) JavaScript
9 26 (14.94%) Project Management
10 22 (12.64%) Python
11 21 (12.07%) Stakeholder Management
12 20 (11.49%) Visualisation
12 20 (11.49%) Tableau
13 19 (10.92%) C#
14 18 (10.34%) Java
14 18 (10.34%) .NET
15 17 (9.77%) Microsoft Excel
15 17 (9.77%) Data Warehouse
15 17 (9.77%) Waterfall
15 17 (9.77%) Amazon AWS
15 17 (9.77%) DevOps
16 16 (9.20%) Mentoring
16 16 (9.20%) Analytics
16 16 (9.20%) ERwin
16 16 (9.20%) Business Analysis
17 15 (8.62%) Games
17 15 (8.62%) Machine Learning

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 4 (2.30%) SAS
2 2 (1.15%) ArcGIS
2 2 (1.15%) GeoServer
2 2 (1.15%) MS Exchange
3 1 (0.57%) Apache
3 1 (0.57%) Confluence
3 1 (0.57%) Elasticsearch
3 1 (0.57%) nginx
3 1 (0.57%) Skype for Business
3 1 (0.57%) Smallworld
Applications
1 17 (9.77%) Microsoft Excel
2 9 (5.17%) Microsoft Office
3 8 (4.60%) Microsoft PowerPoint
4 5 (2.87%) MS Visio
5 3 (1.72%) InVision
6 2 (1.15%) Flinto
7 1 (0.57%) SPSS
Business Applications
1 3 (1.72%) Oracle Applications
2 2 (1.15%) Carpe Diem
2 2 (1.15%) Elite 3E
3 1 (0.57%) Magento
3 1 (0.57%) SAP ERP
Cloud Services
1 17 (9.77%) Amazon AWS
2 12 (6.90%) Amazon S3
2 12 (6.90%) CloudFront
2 12 (6.90%) GitHub
3 10 (5.75%) Microsoft Azure
4 6 (3.45%) SaaS
5 4 (2.30%) PaaS
6 2 (1.15%) Cloudflare
6 2 (1.15%) Google Analytics
6 2 (1.15%) Office 365
6 2 (1.15%) Rackspace Cloud
7 1 (0.57%) Amazon CloudWatch
Communications & Networking
1 12 (6.90%) Skype
2 8 (4.60%) VPN
3 7 (4.02%) TCP/IP
4 4 (2.30%) Firewall
4 4 (2.30%) Intranet
4 4 (2.30%) Remote Desktop
5 3 (1.72%) SAN
6 2 (1.15%) 4G
6 2 (1.15%) DHCP
6 2 (1.15%) DNS
6 2 (1.15%) NAS
7 1 (0.57%) Cisco ASA
7 1 (0.57%) Cisco Nexus
7 1 (0.57%) F5 BIG-IP GTM
7 1 (0.57%) F5 BIG-IP LTM
7 1 (0.57%) Internet
7 1 (0.57%) LAN
7 1 (0.57%) Network Security
7 1 (0.57%) WAN
Database & Business Intelligence
1 28 (16.09%) SQL Server
2 17 (9.77%) Data Warehouse
3 14 (8.05%) PostgreSQL
4 13 (7.47%) Relational Database
5 12 (6.90%) Hazelcast
6 10 (5.75%) SQL Server Integration Services
7 7 (4.02%) SQL Server Reporting Services
8 6 (3.45%) MySQL
8 6 (3.45%) Power BI
8 6 (3.45%) SQL Server Analysis Services
9 5 (2.87%) QlikView
10 4 (2.30%) SAP BW
11 2 (1.15%) Amazon Aurora
11 2 (1.15%) Big Data
11 2 (1.15%) BusinessObjects
11 2 (1.15%) DB2
11 2 (1.15%) Geospatial Data
11 2 (1.15%) GIS
11 2 (1.15%) MS Access
11 2 (1.15%) QGIS
Development Applications
1 16 (9.20%) ERwin
2 13 (7.47%) GitLab
3 12 (6.90%) CircleCI
3 12 (6.90%) IntelliJ
4 9 (5.17%) Team Foundation Server
5 8 (4.60%) Git (software)
6 5 (2.87%) JIRA
7 3 (1.72%) Axure RP
8 2 (1.15%) Aptana Studio
8 2 (1.15%) Hudson
8 2 (1.15%) Selenium
8 2 (1.15%) VersionOne
8 2 (1.15%) Visual Studio Team System
9 1 (0.57%) NUnit
General
1 49 (28.16%) Finance
2 15 (8.62%) Games
3 9 (5.17%) Retail
4 6 (3.45%) Telecoms
5 4 (2.30%) Legal
6 3 (1.72%) Manufacturing
6 3 (1.72%) Marketing
7 2 (1.15%) Back Office
7 2 (1.15%) Banking
8 1 (0.57%) Billing
8 1 (0.57%) Local Government
Job Titles
1 60 (34.48%) Analyst
2 29 (16.67%) Business Analyst
3 21 (12.07%) Business Intelligence Analyst
4 16 (9.20%) Developer
5 15 (8.62%) Business Intelligence Business Analyst
6 12 (6.90%) Machine Learning Engineer
6 12 (6.90%) Software Developer
7 10 (5.75%) .NET Developer
7 10 (5.75%) C# Developer
7 10 (5.75%) C# Software Developer
8 9 (5.17%) .NET Software Developer
8 9 (5.17%) C# .NET Developer
8 9 (5.17%) Senior Analyst
9 8 (4.60%) Agile Business Analyst
9 8 (4.60%) Data Warehouse Analyst
9 8 (4.60%) IT Manager
9 8 (4.60%) SDLC Business Analyst
9 8 (4.60%) Senior Developer
9 8 (4.60%) Stakeholder Analyst
9 8 (4.60%) Stakeholder Management Business Analyst
Libraries, Frameworks & Software Standards
1 18 (10.34%) .NET
2 14 (8.05%) ASP.NET
3 13 (7.47%) HTML
4 12 (6.90%) CSS
4 12 (6.90%) Elastic Stack
4 12 (6.90%) Node.js
4 12 (6.90%) Vue.js
5 10 (5.75%) .NET Framework
5 10 (5.75%) ASP.NET MVC
6 9 (5.17%) AngularJS
6 9 (5.17%) Web Services
7 7 (4.02%) Entity Framework
7 7 (4.02%) WCF
8 6 (3.45%) Middleware
9 5 (2.87%) XML
10 4 (2.30%) ASP.NET Core
11 3 (1.72%) Natural Language Processing
12 2 (1.15%) Leaflet
12 2 (1.15%) OpenLayers
12 2 (1.15%) PostGIS
Miscellaneous
1 27 (15.52%) Analytical Skills
2 15 (8.62%) Algorithms
3 12 (6.90%) Linux Command Line
4 10 (5.75%) Enterprise Software
5 9 (5.17%) Self-Motivation
6 8 (4.60%) Data Centre
6 8 (4.60%) Greenfield Project
7 6 (3.45%) Management Information System
8 4 (2.30%) Data Structures
8 4 (2.30%) Video Conferencing
9 3 (1.72%) e-Learning
9 3 (1.72%) Mobile App
9 3 (1.72%) NHS
9 3 (1.72%) User Experience
10 1 (0.57%) Blog
10 1 (0.57%) Credit Risk
10 1 (0.57%) EMC VMAX
10 1 (0.57%) EMC VNX
10 1 (0.57%) EPoS
10 1 (0.57%) IVR
Operating Systems
1 13 (7.47%) Linux
2 9 (5.17%) Windows
3 4 (2.30%) Android
3 4 (2.30%) Apple iOS
3 4 (2.30%) Windows Server
4 3 (1.72%) Windows Server 2012
5 2 (1.15%) Windows Server 2008
Processes & Methodologies
1 64 (36.78%) Agile Software Development
2 33 (18.97%) Business Intelligence
3 30 (17.24%) Data Modelling
4 27 (15.52%) Problem-Solving
5 26 (14.94%) Project Management
6 21 (12.07%) Stakeholder Management
7 20 (11.49%) Visualisation
8 17 (9.77%) DevOps
8 17 (9.77%) Waterfall
9 16 (9.20%) Analytics
9 16 (9.20%) Business Analysis
9 16 (9.20%) Mentoring
10 15 (8.62%) Coaching
10 15 (8.62%) Machine Learning
11 14 (8.05%) Data Visualisation
11 14 (8.05%) ITIL
11 14 (8.05%) SDLC
12 13 (7.47%) Collaborative Working
12 13 (7.47%) Software Delivery
13 12 (6.90%) Anomaly Detection
Programming Languages
1 43 (24.71%) SQL
2 26 (14.94%) JavaScript
3 22 (12.64%) Python
4 19 (10.92%) C#
5 18 (10.34%) Java
6 13 (7.47%) C++
6 13 (7.47%) TypeScript
7 9 (5.17%) T-SQL
8 5 (2.87%) R
9 3 (1.72%) PHP
9 3 (1.72%) VB
10 2 (1.15%) Go
10 2 (1.15%) Objective-C
10 2 (1.15%) VBA
11 1 (0.57%) Apple Swift
11 1 (0.57%) C
11 1 (0.57%) Embedded C++
11 1 (0.57%) ES6
11 1 (0.57%) MATLAB
Qualifications
1 33 (18.97%) Degree
2 12 (6.90%) PhD
2 12 (6.90%) Postgraduate
3 9 (5.17%) CISM
4 5 (2.87%) Computer Science Degree
4 5 (2.87%) CRISC
5 4 (2.30%) CISMP
5 4 (2.30%) DBS Check
5 4 (2.30%) ISACA
6 3 (1.72%) CISSP
7 2 (1.15%) CISA
7 2 (1.15%) Cisco Certification
7 2 (1.15%) ISO 27001 Lead Implementer
7 2 (1.15%) ITIL Certification
7 2 (1.15%) PRINCE2 Certification
7 2 (1.15%) Six Sigma Black Belt
8 1 (0.57%) Master's Degree
8 1 (0.57%) Microsoft Certification
8 1 (0.57%) TOGAF Certification
8 1 (0.57%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 13 (7.47%) QA
2 6 (3.45%) PMO
3 5 (2.87%) SLA
4 3 (1.72%) ISO/IEC 27001
5 2 (1.15%) GDPR
6 1 (0.57%) Data Quality
6 1 (0.57%) ISO 9001
System Software
1 6 (3.45%) Active Directory
2 5 (2.87%) VMware Infrastructure
3 1 (0.57%) VMware NSX
3 1 (0.57%) vSphere
3 1 (0.57%) XenDesktop
Systems Management
1 12 (6.90%) Consul
1 12 (6.90%) Prometheus
1 12 (6.90%) Terraform
2 2 (1.15%) Kubernetes
3 1 (0.57%) logstash
Vendors
1 42 (24.14%) Microsoft
2 20 (11.49%) Tableau
3 6 (3.45%) SAP
3 6 (3.45%) VMware
4 4 (2.30%) Cisco
5 3 (1.72%) Citrix
5 3 (1.72%) Oracle
6 2 (1.15%) Adobe
6 2 (1.15%) CheckPoint
6 2 (1.15%) Google
6 2 (1.15%) Intapp
6 2 (1.15%) Mapinfo
6 2 (1.15%) Rackspace
6 2 (1.15%) Xamarin
7 1 (0.57%) Brocade
7 1 (0.57%) EMC
7 1 (0.57%) F5
7 1 (0.57%) HP
7 1 (0.57%) New Relic
7 1 (0.57%) PagerDuty