Period
to 21 January 2019

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

Problem-Solving
Yorkshire > North Yorkshire
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 24 22 17
Rank change year-on-year -2 -5 +1
Permanent jobs citing Problem-Solving 108 108 170
As % of all permanent IT jobs advertised in North Yorkshire 9.48% 8.60% 10.92%
As % of the Processes & Methodologies category 10.40% 9.55% 12.05%
Number of salaries quoted 83 102 152
North Yorkshire median annual salary £42,500 £45,000 £32,500
Median salary % change year-on-year -5.56% +38.46% -12.16%
10th Percentile £20,000 £21,250 £19,411
90th Percentile £54,750 £59,000 £43,750
Yorkshire median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +7.14%

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 1,038 1,131 1,411
As % of all permanent IT jobs advertised in North Yorkshire 91.13% 90.05% 90.62%
Number of salaries quoted 824 934 1,138
North Yorkshire median annual salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.53% +6.25% +6.67%
10th Percentile £22,250 £26,250 £22,000
90th Percentile £60,000 £60,000 £55,000
Yorkshire median annual salary £43,500 £42,500 £40,500
% change year-on-year +2.35% +4.94% +1.25%

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 21 January 2019.

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 21 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
York -3 42 £50,000 +11.11% 2
Harrogate +5 14 £17,605 -60.88% 1
Scarborough +1 9 £24,000 +6.67% 1
Middlesbrough -1 4 £37,500 +15.38%
Skipton -1 4 £23,500 -11.32% 2
Northallerton - 4 £23,000 -
Selby 0 3 - - 1
Problem-Solving
Yorkshire

For the 6 months to 21 January 2019, 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 52 (48.15%) Analytical Skills
2 49 (45.37%) Microsoft
3 36 (33.33%) Windows
4 34 (31.48%) Finance
5 33 (30.56%) VMware
5 33 (30.56%) Active Directory
6 31 (28.70%) Citrix
6 31 (28.70%) PowerShell
7 28 (25.93%) Project Management
8 27 (25.00%) XenApp
9 26 (24.07%) VMware Infrastructure
9 26 (24.07%) NetScaler
10 24 (22.22%) VMware ESXi
10 24 (22.22%) XenDesktop
10 24 (22.22%) Microsoft Azure
11 23 (21.30%) XenMobile
12 22 (20.37%) Agile Software Development
12 22 (20.37%) SQL
13 21 (19.44%) DevOps
13 21 (19.44%) Windows Server
14 20 (18.52%) Citrix Certification
15 19 (17.59%) Office 365
16 17 (15.74%) ITIL
16 17 (15.74%) McAfee
17 16 (14.81%) Windows 7
17 16 (14.81%) Windows 10
18 15 (13.89%) OneDrive
18 15 (13.89%) Windows Server 2008
18 15 (13.89%) Altiris
18 15 (13.89%) Symantec

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 8 (7.41%) MS Exchange
2 7 (6.48%) Exchange Server 2010
3 6 (5.56%) Exchange Server 2013
4 1 (0.93%) Confluence
4 1 (0.93%) SharePoint
Applications
1 7 (6.48%) Microsoft Office
2 5 (4.63%) Microsoft Excel
3 3 (2.78%) Microsoft PowerPoint
Business Applications
1 2 (1.85%) BASE24
1 2 (1.85%) Dynamics AX
1 2 (1.85%) Oracle EBS
1 2 (1.85%) Oracle EBS R12
2 1 (0.93%) Exchequer
2 1 (0.93%) Oracle iProcurement
2 1 (0.93%) Oracle iRecruitment
2 1 (0.93%) Oracle Procure-to-Pay
2 1 (0.93%) Oracle SCM
2 1 (0.93%) Pegasus Opera
2 1 (0.93%) Sage 200
2 1 (0.93%) Sage 50
2 1 (0.93%) Shopify
Cloud Services
1 24 (22.22%) Microsoft Azure
2 19 (17.59%) Office 365
3 15 (13.89%) OneDrive
4 9 (8.33%) Amazon AWS
5 4 (3.70%) Amazon S3
5 4 (3.70%) SaaS
6 2 (1.85%) Cloud Computing
6 2 (1.85%) PaaS
7 1 (0.93%) Amazon EC2
7 1 (0.93%) NuGet
Communications & Networking
1 26 (24.07%) NetScaler
2 9 (8.33%) DHCP
2 9 (8.33%) DNS
3 5 (4.63%) WAN
4 4 (3.70%) Internet
4 4 (3.70%) MPLS
4 4 (3.70%) VoIP
5 3 (2.78%) SAN
6 2 (1.85%) BGP
6 2 (1.85%) Cisco ASA
6 2 (1.85%) Cisco IOS
6 2 (1.85%) Cisco Nexus
6 2 (1.85%) F5 BIG-IP LTM
6 2 (1.85%) Fibre Channel
6 2 (1.85%) Firewall
6 2 (1.85%) Network Security
6 2 (1.85%) OSPF
6 2 (1.85%) VPLS
6 2 (1.85%) VPN
6 2 (1.85%) X.25
Database & Business Intelligence
1 5 (4.63%) SQL Server
2 4 (3.70%) Oracle Database
3 2 (1.85%) Data Warehouse
3 2 (1.85%) Relational Database
3 2 (1.85%) SQL Server Integration Services
3 2 (1.85%) SQL Server Reporting Services
4 1 (0.93%) Amazon RDS
4 1 (0.93%) Couchbase
4 1 (0.93%) Crystal Reports
4 1 (0.93%) MongoDB
4 1 (0.93%) Oracle BI EE
4 1 (0.93%) Oracle Database 11g
4 1 (0.93%) Oracle Database 12c
4 1 (0.93%) Oracle Exadata
4 1 (0.93%) Power BI
4 1 (0.93%) RavenDB
4 1 (0.93%) RDBMS
4 1 (0.93%) SQL Server 2014
4 1 (0.93%) SQL Server Analysis Services
4 1 (0.93%) SSDT
Development Applications
1 2 (1.85%) Jenkins
1 2 (1.85%) JIRA
1 2 (1.85%) Visual Studio
2 1 (0.93%) Bitbucket
2 1 (0.93%) Git (software)
2 1 (0.93%) Octopus Deploy
2 1 (0.93%) Sonatype Nexus
2 1 (0.93%) Subversion
2 1 (0.93%) Team Foundation Server
General
1 34 (31.48%) Finance
2 12 (11.11%) Manufacturing
3 8 (7.41%) French Language
4 6 (5.56%) Telecoms
5 4 (3.70%) Billing
6 3 (2.78%) Advertising
7 2 (1.85%) Legal
7 2 (1.85%) Marketing
8 1 (0.93%) Electronics
8 1 (0.93%) Local Government
8 1 (0.93%) Retail
Job Titles
1 17 (15.74%) Analyst
2 16 (14.81%) Citrix Engineer
3 13 (12.04%) Senior Citrix Engineer
3 13 (12.04%) Senior Data Warehouse Specialist
4 11 (10.19%) Infrastructure Specialist
5 10 (9.26%) Senior Infrastructure Specialist
6 9 (8.33%) Active Directory Engineer
6 9 (8.33%) Developer
6 9 (8.33%) Infrastructure Engineer
6 9 (8.33%) Microsoft Engineer
6 9 (8.33%) VMware Engineer
7 8 (7.41%) Citrix Infrastructure Engineer
7 8 (7.41%) OSS Engineer
7 8 (7.41%) Senior Infrastructure Engineer
8 7 (6.48%) Citrix Specialist
8 7 (6.48%) Senior Analyst
8 7 (6.48%) Senior Citrix Specialist
9 6 (5.56%) Analyst Programmer
9 6 (5.56%) Programmer
9 6 (5.56%) Senior Analyst Programmer
Libraries, Frameworks & Software Standards
1 5 (4.63%) .NET
2 4 (3.70%) CSS
2 4 (3.70%) HTML
2 4 (3.70%) LESS
2 4 (3.70%) REST
2 4 (3.70%) Sass
3 3 (2.78%) Angular 2
4 2 (1.85%) LDAP
4 2 (1.85%) Web Services
5 1 (0.93%) .NET Framework
5 1 (0.93%) AngularJS
5 1 (0.93%) JSON
5 1 (0.93%) Oracle Streams
5 1 (0.93%) RabbitMQ
5 1 (0.93%) Spring
Miscellaneous
1 52 (48.15%) Analytical Skills
2 10 (9.26%) Data Centre
3 8 (7.41%) Enterprise Software
3 8 (7.41%) Fat Client
3 8 (7.41%) Self-Motivation
3 8 (7.41%) Thin Client
4 6 (5.56%) AS400
5 4 (3.70%) Management Information System
6 2 (1.85%) Driving Licence
6 2 (1.85%) Enterprise Storage
6 2 (1.85%) Fintech
6 2 (1.85%) Greenfield Project
6 2 (1.85%) PKI
7 1 (0.93%) Clustering
7 1 (0.93%) EPoS
7 1 (0.93%) Linux Command Line
7 1 (0.93%) Social Media
Operating Systems
1 36 (33.33%) Windows
2 21 (19.44%) Windows Server
3 16 (14.81%) Windows 10
3 16 (14.81%) Windows 7
4 15 (13.89%) Windows Server 2008
5 12 (11.11%) Windows Server 2012
6 8 (7.41%) Linux
7 4 (3.70%) Ubuntu
8 3 (2.78%) Windows 8
9 1 (0.93%) AIX
9 1 (0.93%) CentOS
9 1 (0.93%) Debian
9 1 (0.93%) Red Hat Enterprise Linux
9 1 (0.93%) Unix
Processes & Methodologies
1 28 (25.93%) Project Management
2 22 (20.37%) Agile Software Development
3 21 (19.44%) DevOps
4 17 (15.74%) ITIL
5 15 (13.89%) Service Management
6 11 (10.19%) Service Delivery
7 9 (8.33%) Change Management
7 9 (8.33%) Infrastructure Engineering
7 9 (8.33%) Migration
8 8 (7.41%) Infrastructure Management
8 8 (7.41%) ITSM
9 7 (6.48%) ERP
10 6 (5.56%) Business Intelligence
11 4 (3.70%) Business Development
11 4 (3.70%) Computer Science
11 4 (3.70%) Front End Development
11 4 (3.70%) Network Management
11 4 (3.70%) PRINCE2
11 4 (3.70%) Scrum
11 4 (3.70%) Web Development
Programming Languages
1 31 (28.70%) PowerShell
2 22 (20.37%) SQL
3 6 (5.56%) Python
3 6 (5.56%) RPG
3 6 (5.56%) RPG IV
4 5 (4.63%) JavaScript
5 4 (3.70%) C#
6 2 (1.85%) Shell Script
6 2 (1.85%) T-SQL
6 2 (1.85%) TypeScript
7 1 (0.93%) Bash Shell
7 1 (0.93%) C++
7 1 (0.93%) Java
7 1 (0.93%) PHP
7 1 (0.93%) PL/SQL
Qualifications
1 20 (18.52%) Citrix Certification
2 5 (4.63%) Degree
3 3 (2.78%) CCNP
3 3 (2.78%) Cisco Certification
4 2 (1.85%) CCIE
4 2 (1.85%) Computer Science Degree
5 1 (0.93%) AAT
5 1 (0.93%) CCIE Security
5 1 (0.93%) CCNA
5 1 (0.93%) HNC
5 1 (0.93%) ISTQB
5 1 (0.93%) ISTQB Foundation Certification
5 1 (0.93%) Microsoft Certification
Quality Assurance & Compliance
1 14 (12.96%) SLA
2 7 (6.48%) ISO 9001
3 6 (5.56%) ISO/IEC 27001
4 5 (4.63%) PMO
5 1 (0.93%) GDPR
5 1 (0.93%) PCI DSS
System Software
1 33 (30.56%) Active Directory
2 27 (25.00%) XenApp
3 26 (24.07%) VMware Infrastructure
4 24 (22.22%) VMware ESXi
4 24 (22.22%) XenDesktop
5 15 (13.89%) Microsoft App-V
6 2 (1.85%) Active Directory Lightweight Directory Services
7 1 (0.93%) Firmware
7 1 (0.93%) Oracle RAC
Systems Management
1 23 (21.30%) XenMobile
2 4 (3.70%) Puppet
3 3 (2.78%) Terraform
4 2 (1.85%) McAfee ePO
4 2 (1.85%) WSUS
5 1 (0.93%) cPanel
5 1 (0.93%) Data Guard
5 1 (0.93%) Enterprise Manager Cloud Control
5 1 (0.93%) Microsoft Clustering
5 1 (0.93%) Oracle Enterprise Manager
5 1 (0.93%) Oracle RMAN
Vendors
1 49 (45.37%) Microsoft
2 33 (30.56%) VMware
3 31 (28.70%) Citrix
4 17 (15.74%) McAfee
5 15 (13.89%) Altiris
5 15 (13.89%) Symantec
6 6 (5.56%) Oracle
7 5 (4.63%) Cisco
7 5 (4.63%) HP
7 5 (4.63%) Sage
8 2 (1.85%) 3PAR
8 2 (1.85%) Brocade
8 2 (1.85%) CheckPoint
8 2 (1.85%) Dell
8 2 (1.85%) F5
8 2 (1.85%) Ivanti
8 2 (1.85%) Juniper
8 2 (1.85%) Shavlik
9 1 (0.93%) Tableau
9 1 (0.93%) Zscaler