Period
to 18 November 2018

The following table provides summary statistics for permanent job vacancies advertised in North Yorkshire with a requirement for Problem-Solving skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Problem-Solving over the 6 months to 18 November 2018 with a comparison to the same period in the previous 2 years.

Problem-Solving
Yorkshire > North Yorkshire
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 21 31 15
Rank change year-on-year +10 -16 +6
Permanent jobs citing Problem-Solving 150 87 164
As % of all permanent IT jobs advertised in North Yorkshire 11.42% 7.08% 10.66%
As % of the Processes & Methodologies category 12.55% 7.89% 11.93%
Number of salaries quoted 128 72 140
North Yorkshire median annual salary £43,000 £26,500 £32,500
Median salary % change year-on-year +62.26% -18.46% -13.33%
10th Percentile £21,250 £19,750 £19,000
90th Percentile £53,750 £56,625 £43,750
Yorkshire median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - -

Problem-Solving 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 North Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
North Yorkshire
Permanent vacancies with a requirement for process or methodology skills 1,195 1,103 1,375
As % of all permanent IT jobs advertised in North Yorkshire 91.01% 89.82% 89.34%
Number of salaries quoted 974 900 1,097
North Yorkshire median annual salary £44,000 £40,000 £40,000
Median salary % change year-on-year +10.00% - +2.56%
10th Percentile £26,250 £26,000 £21,400
90th Percentile £60,000 £61,250 £57,500
Yorkshire median annual salary £42,500 £42,500 £41,000
% change year-on-year - +3.66% +2.50%

Problem-Solving
Job Vacancy Trend in North Yorkshire

Job postings citing Problem-Solving as a percentage of all IT jobs advertised in North Yorkshire.

Job vacancy trend for Problem-Solving in North Yorkshire

Problem-Solving
Salary Trend in North Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Problem-Solving in North Yorkshire.

Salary trend for Problem-Solving in North Yorkshire

Problem-Solving
Salary Histogram in North Yorkshire

The salary distribution of IT jobs citing Problem-Solving in North Yorkshire over the 6 months to 18 November 2018.

Salary histogram for Problem-Solving in North Yorkshire

Problem-Solving
Job Locations in North Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Problem-Solving within the North Yorkshire region over the 6 months to 18 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
York +19 70 £50,000 +92.31% 12
Harrogate +5 18 £25,000 +16.28% 4
Northallerton -2 6 £23,750 -56.82%
Scarborough -2 5 £24,000 +6.67%
Selby -2 5 - - 1
Middlesbrough +1 4 £37,500 +15.38%
Skipton -3 4 £23,500 -11.32% 2
Problem-Solving
Yorkshire

For the 6 months to 18 November 2018, IT jobs citing Problem-Solving 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 North Yorkshire region with a requirement for Problem-Solving.

1 97 (64.67%) Analytical Skills
2 59 (39.33%) Microsoft
3 50 (33.33%) VMware
4 46 (30.67%) Windows
5 45 (30.00%) PowerShell
6 44 (29.33%) Agile Software Development
7 42 (28.00%) Active Directory
7 42 (28.00%) Citrix
8 41 (27.33%) VMware Infrastructure
8 41 (27.33%) Microsoft Azure
9 38 (25.33%) Project Management
10 35 (23.33%) XenApp
11 34 (22.67%) NetScaler
12 32 (21.33%) SQL
13 31 (20.67%) Office 365
14 29 (19.33%) XenDesktop
14 29 (19.33%) Finance
15 28 (18.67%) HTML
15 28 (18.67%) JavaScript
16 26 (17.33%) CSS
16 26 (17.33%) DevOps
17 25 (16.67%) VMware ESXi
17 25 (16.67%) McAfee
18 24 (16.00%) Citrix Certification
18 24 (16.00%) XenMobile
19 22 (14.67%) Windows 7
19 22 (14.67%) Windows 10
19 22 (14.67%) Self-Motivation
20 21 (14.00%) Amazon AWS
20 21 (14.00%) Windows Server 2008

Problem-Solving
Co-occurring IT Skills in North 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 14 (9.33%) MS Exchange
2 13 (8.67%) Exchange Server 2010
3 12 (8.00%) Exchange Server 2013
4 5 (3.33%) WordPress
5 3 (2.00%) Skype for Business
6 2 (1.33%) Elasticsearch
6 2 (1.33%) IIS
7 1 (0.67%) CMS
7 1 (0.67%) Drupal
7 1 (0.67%) Jetty
7 1 (0.67%) SharePoint
7 1 (0.67%) Tomcat
Applications
1 6 (4.00%) Microsoft Office
2 2 (1.33%) Microsoft Excel
Business Applications
1 2 (1.33%) BASE24
1 2 (1.33%) Oracle EBS
1 2 (1.33%) Oracle EBS R12
2 1 (0.67%) Dynamics AX
2 1 (0.67%) Oracle iProcurement
2 1 (0.67%) Oracle iRecruitment
2 1 (0.67%) Oracle Procure-to-Pay
2 1 (0.67%) Oracle SCM
2 1 (0.67%) Sage 200
2 1 (0.67%) Shopify
Cloud Services
1 41 (27.33%) Microsoft Azure
2 31 (20.67%) Office 365
3 21 (14.00%) Amazon AWS
4 18 (12.00%) OneDrive
5 5 (3.33%) Amazon S3
6 4 (2.67%) SaaS
7 2 (1.33%) Cloud Computing
7 2 (1.33%) PaaS
8 1 (0.67%) Amazon EC2
8 1 (0.67%) AWS CloudTrail
8 1 (0.67%) AWS Lambda
8 1 (0.67%) NuGet
8 1 (0.67%) Route 53
8 1 (0.67%) Serverless
8 1 (0.67%) Virtual Private Cloud
Communications & Networking
1 34 (22.67%) NetScaler
2 15 (10.00%) DNS
3 14 (9.33%) DHCP
4 13 (8.67%) WAN
5 12 (8.00%) MPLS
6 11 (7.33%) Firewall
7 9 (6.00%) BGP
7 9 (6.00%) Cisco ASA
7 9 (6.00%) Cisco IOS
7 9 (6.00%) Cisco Nexus
7 9 (6.00%) F5 BIG-IP GTM
7 9 (6.00%) F5 BIG-IP LTM
7 9 (6.00%) Network Security
7 9 (6.00%) NX-OS
7 9 (6.00%) OSPF
7 9 (6.00%) VPLS
7 9 (6.00%) VPN
8 8 (5.33%) SAN
9 7 (4.67%) Fibre Channel
10 5 (3.33%) Cisco ISE
Database & Business Intelligence
1 9 (6.00%) MySQL
2 7 (4.67%) Relational Database
3 6 (4.00%) SQL Server
4 2 (1.33%) CouchDB
4 2 (1.33%) MongoDB
4 2 (1.33%) Oracle Database
4 2 (1.33%) SQLite
5 1 (0.67%) Amazon DynamoDB
5 1 (0.67%) Amazon RDS
5 1 (0.67%) Crystal Reports
5 1 (0.67%) Data Warehouse
5 1 (0.67%) Oracle BI EE
5 1 (0.67%) Power BI
5 1 (0.67%) RavenDB
5 1 (0.67%) RDBMS
5 1 (0.67%) SQL Server 2014
5 1 (0.67%) SQL Server Integration Services
5 1 (0.67%) SQL Server Reporting Services
5 1 (0.67%) SSDT
Development Applications
1 13 (8.67%) Git (software)
2 5 (3.33%) Sonatype Nexus
3 4 (2.67%) NUnit
4 3 (2.00%) Visual Studio
5 2 (1.33%) Vagrant
6 1 (0.67%) Jenkins
6 1 (0.67%) JIRA
6 1 (0.67%) JMeter
6 1 (0.67%) Octopus Deploy
6 1 (0.67%) Selenium
6 1 (0.67%) Subversion
6 1 (0.67%) Team Foundation Server
6 1 (0.67%) WebDriver
General
1 29 (19.33%) Finance
2 7 (4.67%) Manufacturing
2 7 (4.67%) Retail
3 6 (4.00%) Billing
4 4 (2.67%) French Language
5 3 (2.00%) Advertising
6 2 (1.33%) Legal
6 2 (1.33%) Marketing
6 2 (1.33%) Telecoms
7 1 (0.67%) Local Government
Job Titles
1 32 (21.33%) Developer
2 26 (17.33%) Senior Data Warehouse Specialist
3 25 (16.67%) Infrastructure Specialist
4 18 (12.00%) Senior Infrastructure Specialist
5 16 (10.67%) Analyst
6 13 (8.67%) Citrix Engineer
6 13 (8.67%) Senior Citrix Engineer
7 11 (7.33%) Citrix Specialist
8 9 (6.00%) Senior Citrix Specialist
9 8 (5.33%) Infrastructure Engineer
10 7 (4.67%) .NET Developer
10 7 (4.67%) Active Directory Specialist
10 7 (4.67%) Analyst Programmer
10 7 (4.67%) Applications Developer
10 7 (4.67%) Network Specialist
10 7 (4.67%) Programmer
10 7 (4.67%) Senior Analyst
10 7 (4.67%) Senior Developer
10 7 (4.67%) Senior Infrastructure Engineer
10 7 (4.67%) Technical Support
Libraries, Frameworks & Software Standards
1 28 (18.67%) HTML
2 26 (17.33%) CSS
3 16 (10.67%) .NET
4 14 (9.33%) HTML5
5 13 (8.67%) jQuery
6 12 (8.00%) .NET Framework
7 10 (6.67%) ASP.NET
8 7 (4.67%) Laravel
8 7 (4.67%) Twitter Bootstrap
9 6 (4.00%) LDAP
10 4 (2.67%) CSS3
10 4 (2.67%) LESS
10 4 (2.67%) REST
10 4 (2.67%) Sass
10 4 (2.67%) Web Services
11 3 (2.00%) Angular 2
12 2 (1.33%) Doctrine
12 2 (1.33%) JSON
12 2 (1.33%) Qt
12 2 (1.33%) RESTful
Miscellaneous
1 97 (64.67%) Analytical Skills
2 22 (14.67%) Self-Motivation
3 13 (8.67%) Data Centre
4 9 (6.00%) Mobile App
5 7 (4.67%) AS400
5 7 (4.67%) Enterprise Storage
6 6 (4.00%) Fat Client
6 6 (4.00%) Thin Client
7 5 (3.33%) Management Information System
7 5 (3.33%) PKI
8 4 (2.67%) Enterprise Software
8 4 (2.67%) Linux Command Line
9 3 (2.00%) Computer Science
9 3 (2.00%) Fintech
9 3 (2.00%) Greenfield Project
10 1 (0.67%) Clustering
10 1 (0.67%) e-Learning
10 1 (0.67%) Enterprise Cloud
10 1 (0.67%) iSeries
10 1 (0.67%) IVR
Operating Systems
1 46 (30.67%) Windows
2 22 (14.67%) Windows 10
2 22 (14.67%) Windows 7
3 21 (14.00%) Windows Server 2008
4 19 (12.67%) Windows Server 2012
5 17 (11.33%) Windows Server
6 13 (8.67%) Linux
7 7 (4.67%) Android
7 7 (4.67%) Apple iOS
8 5 (3.33%) Ubuntu
9 4 (2.67%) Windows 8
10 2 (1.33%) Debian
10 2 (1.33%) Windows Server 2003
11 1 (0.67%) CentOS
11 1 (0.67%) Unix
Processes & Methodologies
1 44 (29.33%) Agile Software Development
2 38 (25.33%) Project Management
3 26 (17.33%) DevOps
4 19 (12.67%) Migration
5 12 (8.00%) Service Management
6 11 (7.33%) SOLID
7 10 (6.67%) Creative Thinking
8 9 (6.00%) ITIL
9 8 (5.33%) Antivirus Management
9 8 (5.33%) Data Management
9 8 (5.33%) Infrastructure Engineering
9 8 (5.33%) Mobile Development
9 8 (5.33%) Patch Management
9 8 (5.33%) Web Development
10 7 (4.67%) B2B
10 7 (4.67%) Break/Fix
10 7 (4.67%) Service Delivery
10 7 (4.67%) Unit Testing
10 7 (4.67%) Web Accessibility
11 6 (4.00%) OO
Programming Languages
1 45 (30.00%) PowerShell
2 32 (21.33%) SQL
3 28 (18.67%) JavaScript
4 15 (10.00%) PHP
5 14 (9.33%) Python
6 12 (8.00%) C#
7 7 (4.67%) RPG
7 7 (4.67%) RPG IV
8 5 (3.33%) Java
9 2 (1.33%) Bash Shell
9 2 (1.33%) TypeScript
10 1 (0.67%) Perl
10 1 (0.67%) RPG/400
10 1 (0.67%) Ruby
10 1 (0.67%) Shell Script
10 1 (0.67%) T-SQL
Qualifications
1 24 (16.00%) Citrix Certification
2 12 (8.00%) Degree
3 10 (6.67%) CCNP
3 10 (6.67%) Cisco Certification
4 9 (6.00%) CCIE
5 3 (2.00%) CCIE Security
5 3 (2.00%) Microsoft Certification
6 2 (1.33%) Computer Science Degree
6 2 (1.33%) MCSE
6 2 (1.33%) VMware Certified Professional (VCP)
7 1 (0.67%) CCNA
7 1 (0.67%) ISEB
Quality Assurance & Compliance
1 19 (12.67%) SLA
2 5 (3.33%) PMO
3 4 (2.67%) ISO 9001
3 4 (2.67%) QA
4 3 (2.00%) ISO/IEC 27001
5 1 (0.67%) GDPR
5 1 (0.67%) PCI DSS
System Software
1 42 (28.00%) Active Directory
2 41 (27.33%) VMware Infrastructure
3 35 (23.33%) XenApp
4 29 (19.33%) XenDesktop
5 25 (16.67%) VMware ESXi
6 18 (12.00%) Microsoft App-V
7 5 (3.33%) Active Directory Lightweight Directory Services
8 3 (2.00%) Docker
9 1 (0.67%) Hyper-V
9 1 (0.67%) KVM
Systems Management
1 24 (16.00%) XenMobile
2 18 (12.00%) Terraform
3 13 (8.67%) Puppet
4 7 (4.67%) McAfee ePO
4 7 (4.67%) WSUS
5 2 (1.33%) Systems Management Server (SMS)
6 1 (0.67%) cPanel
6 1 (0.67%) HAProxy
6 1 (0.67%) Microsoft Clustering
Vendors
1 59 (39.33%) Microsoft
2 50 (33.33%) VMware
3 42 (28.00%) Citrix
4 25 (16.67%) McAfee
5 18 (12.00%) Altiris
5 18 (12.00%) Symantec
6 13 (8.67%) Cisco
7 10 (6.67%) F5
8 9 (6.00%) CheckPoint
8 9 (6.00%) Juniper
9 8 (5.33%) HP
10 7 (4.67%) 3PAR
10 7 (4.67%) Brocade
10 7 (4.67%) Ivanti
10 7 (4.67%) Shavlik
11 5 (3.33%) Blue Coat
11 5 (3.33%) Google
11 5 (3.33%) Imperva
11 5 (3.33%) Infoblox
11 5 (3.33%) Zscaler