Period
to 20 November 2018

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 20 November 2018 with a comparison to the same period in the previous 2 years.

Decision-Making
England > Yorkshire
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 125 146 126
Rank change year-on-year +21 -20 -9
Permanent jobs citing Decision-Making 197 198 254
As % of all permanent IT jobs advertised in Yorkshire 2.34% 2.02% 2.30%
As % of the Processes & Methodologies category 2.55% 2.20% 2.52%
Number of salaries quoted 164 180 224
Yorkshire median annual salary £45,000 £45,000 £47,500
Median salary % change year-on-year - -5.26% -5.00%
10th Percentile £27,320 £25,750 £25,575
90th Percentile £67,500 £60,000 £78,750
England median annual salary £52,500 £55,000 £55,000
% change year-on-year -4.55% - +9.45%

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 7,724 9,012 10,097
As % of all permanent IT jobs advertised in Yorkshire 91.64% 91.76% 91.57%
Number of salaries quoted 6,286 7,559 8,486
Yorkshire median annual salary £42,500 £42,500 £41,000
Median salary % change year-on-year - +3.66% +2.50%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £62,253 £60,000 £62,500
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 20 November 2018.

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 20 November 2018. 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 -6 112 £45,000 -10.00% 26
South Yorkshire +8 38 £47,500 +72.73% 12
North Yorkshire +22 35 £50,000 +47.06% 6
East Yorkshire -2 5 £28,000 -31.37% 2
Decision-Making
England

For the 6 months to 20 November 2018, 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 81 (41.12%) Agile Software Development
2 66 (33.50%) Finance
3 52 (26.40%) SQL
4 42 (21.32%) Analytical Skills
5 41 (20.81%) Business Intelligence
6 39 (19.80%) Microsoft
7 37 (18.78%) Data Modelling
8 35 (17.77%) SQL Server
8 35 (17.77%) Problem-Solving
9 30 (15.23%) Project Management
10 27 (13.71%) Degree
10 27 (13.71%) Tableau
11 26 (13.20%) Visualisation
12 24 (12.18%) ITIL
12 24 (12.18%) C#
12 24 (12.18%) Data Warehouse
13 23 (11.68%) Waterfall
14 22 (11.17%) ERwin
15 21 (10.66%) Stakeholder Management
15 21 (10.66%) Process Improvement
15 21 (10.66%) Coaching
16 20 (10.15%) Analytics
17 19 (9.64%) Business Analysis
18 18 (9.14%) Microsoft Excel
18 18 (9.14%) .NET
18 18 (9.14%) Mentoring
19 17 (8.63%) Scrum
20 16 (8.12%) JavaScript
20 16 (8.12%) SDLC
21 15 (7.61%) Data Visualisation

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 9 (4.57%) SAS
2 3 (1.52%) Elasticsearch
3 2 (1.02%) Apache Pig
3 2 (1.02%) Apache Spark
3 2 (1.02%) ArcGIS
3 2 (1.02%) GeoServer
4 1 (0.51%) Apache
4 1 (0.51%) IIS
4 1 (0.51%) nginx
4 1 (0.51%) Smallworld
Applications
1 18 (9.14%) Microsoft Excel
2 9 (4.57%) Microsoft Office
3 8 (4.06%) Microsoft PowerPoint
4 4 (2.03%) MS Visio
4 4 (2.03%) SPSS
5 2 (1.02%) EViews
6 1 (0.51%) InVision
Business Applications
1 2 (1.02%) Carpe Diem
1 2 (1.02%) Elite 3E
2 1 (0.51%) Magento
2 1 (0.51%) Oracle Applications
2 1 (0.51%) SAP ERP
Cloud Services
1 9 (4.57%) Microsoft Azure
2 7 (3.55%) SaaS
3 6 (3.05%) Amazon AWS
4 4 (2.03%) PaaS
5 3 (1.52%) Google Analytics
6 2 (1.02%) Cloudflare
6 2 (1.02%) Rackspace Cloud
7 1 (0.51%) Amazon CloudWatch
7 1 (0.51%) Amazon EC2
7 1 (0.51%) Amazon EMR
7 1 (0.51%) Amazon Kinesis
7 1 (0.51%) Amazon S3
7 1 (0.51%) AWS Lambda
7 1 (0.51%) BrowserStack
7 1 (0.51%) Serverless
Communications & Networking
1 8 (4.06%) VPN
2 6 (3.05%) TCP/IP
3 4 (2.03%) Intranet
3 4 (2.03%) Remote Desktop
3 4 (2.03%) SAN
3 4 (2.03%) WebEx
4 3 (1.52%) DHCP
4 3 (1.52%) DNS
4 3 (1.52%) LAN
4 3 (1.52%) WAN
5 2 (1.02%) 4G
6 1 (0.51%) Cisco ASA
6 1 (0.51%) Cisco Nexus
6 1 (0.51%) F5 BIG-IP GTM
6 1 (0.51%) F5 BIG-IP LTM
6 1 (0.51%) Firewall
6 1 (0.51%) SMS
Database & Business Intelligence
1 35 (17.77%) SQL Server
2 24 (12.18%) Data Warehouse
3 10 (5.08%) SQL Server Integration Services
4 9 (4.57%) MySQL
5 8 (4.06%) SQL Server Reporting Services
6 6 (3.05%) QlikView
6 6 (3.05%) SQL Server Analysis Services
7 5 (2.54%) Power BI
8 4 (2.03%) SAP BW
9 3 (1.52%) Big Data
9 3 (1.52%) BusinessObjects
9 3 (1.52%) DB2
9 3 (1.52%) Hadoop
10 2 (1.02%) Amazon Aurora
10 2 (1.02%) Amazon Redshift
10 2 (1.02%) Geospatial Data
10 2 (1.02%) MS Access
10 2 (1.02%) NoSQL
10 2 (1.02%) QGIS
10 2 (1.02%) Relational Database
Development Applications
1 22 (11.17%) ERwin
2 8 (4.06%) Git (software)
3 6 (3.05%) Team Foundation Server
4 4 (2.03%) Selenium
5 2 (1.02%) Aptana Studio
5 2 (1.02%) JIRA
5 2 (1.02%) VersionOne
5 2 (1.02%) Visual Studio Team System
5 2 (1.02%) WebDriver
6 1 (0.51%) Axure RP
6 1 (0.51%) Cucumber
6 1 (0.51%) GitLab
6 1 (0.51%) Hudson
6 1 (0.51%) JMeter
6 1 (0.51%) NUnit
6 1 (0.51%) Ranorex
6 1 (0.51%) SpecFlow
General
1 66 (33.50%) Finance
2 15 (7.61%) Retail
3 10 (5.08%) Back Office
4 9 (4.57%) Legal
5 6 (3.05%) Banking
6 5 (2.54%) Marketing
7 3 (1.52%) Manufacturing
7 3 (1.52%) Pharmaceutical
7 3 (1.52%) Retail Banking
8 2 (1.02%) Games
8 2 (1.02%) Telecoms
9 1 (0.51%) Automotive
9 1 (0.51%) Billing
9 1 (0.51%) Financial Institution
9 1 (0.51%) Law
9 1 (0.51%) Local Government
Job Titles
1 64 (32.49%) Analyst
2 31 (15.74%) Business Analyst
3 26 (13.20%) Business Intelligence Analyst
4 21 (10.66%) Developer
5 20 (10.15%) Business Intelligence Business Analyst
6 14 (7.11%) Data Warehouse Analyst
7 13 (6.60%) Data Warehouse Business Analyst
7 13 (6.60%) Incident Manager
8 11 (5.58%) Data Business Analyst
8 11 (5.58%) Senior Developer
9 9 (4.57%) Project Manager
9 9 (4.57%) Service Manager
9 9 (4.57%) Software Developer
10 8 (4.06%) C# Developer
10 8 (4.06%) Consultant
10 8 (4.06%) IT Manager
10 8 (4.06%) Senior Analyst
10 8 (4.06%) Senior Manager
11 7 (3.55%) .NET Developer
11 7 (3.55%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 18 (9.14%) .NET
2 12 (6.09%) ASP.NET
2 12 (6.09%) HTML
3 11 (5.58%) CSS
4 7 (3.55%) ASP.NET MVC
4 7 (3.55%) Web Services
5 6 (3.05%) .NET Framework
5 6 (3.05%) AngularJS
6 5 (2.54%) XML
7 4 (2.03%) ASP.NET Core
7 4 (2.03%) Entity Framework
7 4 (2.03%) WCF
8 3 (1.52%) jQuery
8 3 (1.52%) Natural Language Processing
9 2 (1.02%) Doctrine
9 2 (1.02%) Kafka
9 2 (1.02%) Leaflet
9 2 (1.02%) Middleware
9 2 (1.02%) OpenLayers
9 2 (1.02%) PostGIS
Miscellaneous
1 42 (21.32%) Analytical Skills
2 13 (6.60%) Self-Motivation
3 8 (4.06%) Greenfield Project
4 7 (3.55%) Computer Science
4 7 (3.55%) Enterprise Software
4 7 (3.55%) Management Information System
5 6 (3.05%) Data Structures
6 5 (2.54%) Algorithms
7 4 (2.03%) Video Conferencing
8 3 (1.52%) Credit Risk
9 2 (1.02%) Cloud Native
9 2 (1.02%) Data Centre
9 2 (1.02%) e-Learning
9 2 (1.02%) Mobile App
10 1 (0.51%) Driving Licence
10 1 (0.51%) EMC VMAX
10 1 (0.51%) EMC VNX
10 1 (0.51%) Fintech
10 1 (0.51%) User Experience
10 1 (0.51%) VxBlock/Vblock
Operating Systems
1 9 (4.57%) Windows
2 5 (2.54%) Linux
3 3 (1.52%) Windows Server 2008
4 2 (1.02%) Android
4 2 (1.02%) Apple iOS
4 2 (1.02%) Windows Server
5 1 (0.51%) Windows Server 2012
Processes & Methodologies
1 81 (41.12%) Agile Software Development
2 41 (20.81%) Business Intelligence
3 37 (18.78%) Data Modelling
4 35 (17.77%) Problem-Solving
5 30 (15.23%) Project Management
6 26 (13.20%) Visualisation
7 24 (12.18%) ITIL
8 23 (11.68%) Waterfall
9 21 (10.66%) Coaching
9 21 (10.66%) Process Improvement
9 21 (10.66%) Stakeholder Management
10 20 (10.15%) Analytics
11 19 (9.64%) Business Analysis
12 18 (9.14%) Mentoring
13 17 (8.63%) Scrum
14 16 (8.12%) SDLC
15 15 (7.61%) Data Visualisation
15 15 (7.61%) Service Management
16 14 (7.11%) Incident Management
16 14 (7.11%) Migration
Programming Languages
1 52 (26.40%) SQL
2 24 (12.18%) C#
3 16 (8.12%) JavaScript
4 14 (7.11%) Java
4 14 (7.11%) Python
5 9 (4.57%) PHP
6 8 (4.06%) R
7 4 (2.03%) T-SQL
8 3 (1.52%) C
8 3 (1.52%) C++
8 3 (1.52%) MATLAB
8 3 (1.52%) VB
9 2 (1.02%) Go
9 2 (1.02%) Objective-C
9 2 (1.02%) Scala
9 2 (1.02%) VBA
10 1 (0.51%) Apple Swift
10 1 (0.51%) ES6
10 1 (0.51%) TypeScript
10 1 (0.51%) VB.NET
Qualifications
1 27 (13.71%) Degree
2 6 (3.05%) DBS Check
3 5 (2.54%) Computer Science Degree
4 4 (2.03%) CISM
4 4 (2.03%) CISMP
4 4 (2.03%) ISACA
4 4 (2.03%) PRINCE2 Certification
5 3 (1.52%) ISEB
6 2 (1.02%) APMP
6 2 (1.02%) ITIL Certification
6 2 (1.02%) MCP
6 2 (1.02%) Postgraduate
6 2 (1.02%) Six Sigma Black Belt
7 1 (0.51%) CCDP
7 1 (0.51%) CCNP
7 1 (0.51%) Cisco Certification
7 1 (0.51%) Master's Degree
7 1 (0.51%) MCSE
7 1 (0.51%) PMI Certification
7 1 (0.51%) TOGAF Certification
Quality Assurance & Compliance
1 7 (3.55%) QA
2 4 (2.03%) PMO
3 3 (1.52%) GDPR
4 2 (1.02%) Data Quality
4 2 (1.02%) SLA
5 1 (0.51%) ISO 9001
5 1 (0.51%) ISO/IEC 27001
System Software
1 4 (2.03%) Active Directory
2 3 (1.52%) Citrix Presentation Server
2 3 (1.52%) XenApp
2 3 (1.52%) XenDesktop
3 2 (1.02%) VMware Infrastructure
4 1 (0.51%) HDFS
4 1 (0.51%) VMware NSX
4 1 (0.51%) vSphere
Systems Management
1 2 (1.02%) Kubernetes
2 1 (0.51%) Ambari
2 1 (0.51%) logstash
2 1 (0.51%) Oozie
Vendors
1 39 (19.80%) Microsoft
2 27 (13.71%) Tableau
3 7 (3.55%) SAP
4 5 (2.54%) Google
5 4 (2.03%) Citrix
5 4 (2.03%) Oracle
6 3 (1.52%) Cisco
6 3 (1.52%) Hitachi
6 3 (1.52%) NetApp
6 3 (1.52%) Samsung
6 3 (1.52%) VMware
7 2 (1.02%) CheckPoint
7 2 (1.02%) Intapp
7 2 (1.02%) Mapinfo
7 2 (1.02%) Rackspace
7 2 (1.02%) Twitter
7 2 (1.02%) Xamarin
7 2 (1.02%) Zend
8 1 (0.51%) Brocade
8 1 (0.51%) F5