Period
to 13 December 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in North Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 13 December 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Yorkshire > North Yorkshire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 22 36 16
Rank change year-on-year +14 -20 +8
Permanent jobs citing Analytical Skills 136 72 153
As % of all permanent IT jobs advertised in North Yorkshire 10.65% 5.83% 10.07%
As % of the Miscellaneous category 27.36% 17.56% 32.01%
Number of salaries quoted 99 56 107
North Yorkshire median annual salary £47,500 £40,000 £32,500
Median salary % change year-on-year +18.75% +23.08% -
10th Percentile £25,000 £28,250 £20,500
90th Percentile £53,750 £60,000 £50,500
Yorkshire median annual salary £40,000 £40,000 £40,000

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
North Yorkshire
Permanent vacancies with a requirement for generic IT skills 497 410 478
As % of all permanent IT jobs advertised in North Yorkshire 38.92% 33.23% 31.45%
Number of salaries quoted 393 302 341
North Yorkshire median annual salary £43,000 £42,500 £35,000
Median salary % change year-on-year +1.18% +21.43% -5.41%
10th Percentile £22,250 £26,000 £20,271
90th Percentile £57,500 £63,750 £50,000
Yorkshire median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

Analytical Skills
Job Vacancy Trend in North Yorkshire

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in North Yorkshire.

Job vacancy trend for Analytical Skills in North Yorkshire

Analytical Skills
Salary Trend in North Yorkshire

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

Salary trend for Analytical Skills in North Yorkshire

Analytical Skills
Salary Histogram in North Yorkshire

The salary distribution of IT jobs citing Analytical Skills in North Yorkshire over the 6 months to 13 December 2018.

Salary histogram for Analytical Skills in North Yorkshire

Analytical Skills
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 Analytical Skills within the North Yorkshire region over the 6 months to 13 December 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 +35 80 £50,000 +25.00% 12
Middlesbrough +3 10 £45,000 +33.33% 1
Harrogate -13 9 £25,000 -37.50% 3
Selby 0 7 £32,500 -18.75%
Skipton -1 4 £37,500 -6.25% 4
Northallerton -5 1 - - 1
Scarborough - 1 £24,000 -
Analytical Skills
Yorkshire

For the 6 months to 13 December 2018, IT jobs citing Analytical Skills 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 Analytical Skills.

1 84 (61.76%) Problem-Solving
2 46 (33.82%) Microsoft
3 39 (28.68%) Citrix
3 39 (28.68%) PowerShell
4 38 (27.94%) VMware
5 36 (26.47%) Project Management
5 36 (26.47%) Active Directory
5 36 (26.47%) Microsoft Azure
6 35 (25.74%) Windows
6 35 (25.74%) Agile Software Development
7 33 (24.26%) VMware Infrastructure
8 32 (23.53%) HTML
8 32 (23.53%) JavaScript
9 31 (22.79%) XenApp
9 31 (22.79%) NetScaler
10 29 (21.32%) Office 365
10 29 (21.32%) XenDesktop
10 29 (21.32%) CSS
11 28 (20.59%) Finance
12 26 (19.12%) VMware ESXi
13 25 (18.38%) XenMobile
14 24 (17.65%) DevOps
14 24 (17.65%) McAfee
14 24 (17.65%) SQL
14 24 (17.65%) Citrix Certification
15 23 (16.91%) Git (software)
16 19 (13.97%) Windows Server
17 18 (13.24%) OneDrive
17 18 (13.24%) Windows 7
17 18 (13.24%) Altiris

Analytical Skills
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 (5.88%) MS Exchange
2 7 (5.15%) Exchange Server 2010
2 7 (5.15%) Exchange Server 2013
2 7 (5.15%) WordPress
3 2 (1.47%) SharePoint
4 1 (0.74%) IIS
4 1 (0.74%) SAS
4 1 (0.74%) Skype for Business
Applications
1 5 (3.68%) Microsoft Office
2 1 (0.74%) Microsoft Excel
Business Applications
1 2 (1.47%) BASE24
1 2 (1.47%) Oracle EBS
1 2 (1.47%) Oracle EBS R12
1 2 (1.47%) Shopify
2 1 (0.74%) Oracle iProcurement
2 1 (0.74%) Oracle iRecruitment
2 1 (0.74%) Oracle Procure-to-Pay
2 1 (0.74%) Oracle SCM
Cloud Services
1 36 (26.47%) Microsoft Azure
2 29 (21.32%) Office 365
3 18 (13.24%) OneDrive
4 10 (7.35%) Amazon AWS
5 1 (0.74%) Taleo
Communications & Networking
1 31 (22.79%) NetScaler
2 13 (9.56%) Broadband
3 12 (8.82%) DHCP
3 12 (8.82%) DNS
4 8 (5.88%) MPLS
4 8 (5.88%) WAN
5 7 (5.15%) Firewall
6 6 (4.41%) BGP
6 6 (4.41%) Cisco ASA
6 6 (4.41%) Cisco IOS
6 6 (4.41%) Cisco Nexus
6 6 (4.41%) F5 BIG-IP GTM
6 6 (4.41%) F5 BIG-IP LTM
6 6 (4.41%) Network Security
6 6 (4.41%) NX-OS
6 6 (4.41%) OSPF
6 6 (4.41%) SAN
6 6 (4.41%) VPLS
6 6 (4.41%) VPN
7 5 (3.68%) Fibre Channel
Database & Business Intelligence
1 10 (7.35%) MySQL
2 8 (5.88%) SQL Server
3 5 (3.68%) CouchDB
3 5 (3.68%) Data Warehouse
3 5 (3.68%) MongoDB
3 5 (3.68%) Relational Database
3 5 (3.68%) SQLite
4 3 (2.21%) Oracle Database
4 3 (2.21%) SQL Server Reporting Services
5 1 (0.74%) BusinessObjects
5 1 (0.74%) Oracle BI EE
5 1 (0.74%) Power BI
Development Applications
1 23 (16.91%) Git (software)
2 6 (4.41%) Grunt
2 6 (4.41%) gulp
3 4 (2.94%) Sonatype Nexus
4 3 (2.21%) NUnit
5 1 (0.74%) JIRA
5 1 (0.74%) JMeter
5 1 (0.74%) Selenium
5 1 (0.74%) TeamCity
5 1 (0.74%) WebDriver
General
1 28 (20.59%) Finance
2 7 (5.15%) Marketing
3 6 (4.41%) Retail
4 1 (0.74%) Banking
4 1 (0.74%) Billing
4 1 (0.74%) Front Office
4 1 (0.74%) Investment Banking
4 1 (0.74%) Law
4 1 (0.74%) Manufacturing
Job Titles
1 24 (17.65%) Developer
2 22 (16.18%) Analyst
2 22 (16.18%) Infrastructure Specialist
3 21 (15.44%) Senior Data Warehouse Specialist
4 17 (12.50%) Senior Infrastructure Specialist
5 16 (11.76%) Citrix Engineer
6 15 (11.03%) Senior Citrix Engineer
7 10 (7.35%) Infrastructure Engineer
8 9 (6.62%) Citrix Infrastructure Engineer
8 9 (6.62%) Citrix Specialist
8 9 (6.62%) Senior Infrastructure Engineer
9 8 (5.88%) Active Directory Engineer
9 8 (5.88%) Microsoft Engineer
9 8 (5.88%) Senior Citrix Specialist
9 8 (5.88%) VMware Engineer
10 7 (5.15%) Designer
10 7 (5.15%) Senior Active Directory Engineer
10 7 (5.15%) Senior VMware Engineer
10 7 (5.15%) UX Designer
10 7 (5.15%) VMware Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 32 (23.53%) HTML
2 29 (21.32%) CSS
3 12 (8.82%) .NET
4 11 (8.09%) .NET Framework
5 9 (6.62%) ASP.NET
5 9 (6.62%) HTML5
5 9 (6.62%) jQuery
6 6 (4.41%) AngularJS
6 6 (4.41%) Node.js
6 6 (4.41%) React
7 4 (2.94%) Laravel
7 4 (2.94%) LDAP
7 4 (2.94%) Twitter Bootstrap
8 2 (1.47%) RESTful
8 2 (1.47%) Web Services
9 1 (0.74%) Boost C++ Libraries
9 1 (0.74%) Middleware
9 1 (0.74%) WPF
Miscellaneous
1 17 (12.50%) Self-Motivation
2 13 (9.56%) User Experience
3 7 (5.15%) Cloud Native
3 7 (5.15%) Fat Client
3 7 (5.15%) Graphic Design
3 7 (5.15%) Thin Client
4 6 (4.41%) AS400
4 6 (4.41%) Virtual Team
5 5 (3.68%) Data Centre
5 5 (3.68%) Enterprise Software
5 5 (3.68%) Enterprise Storage
6 4 (2.94%) Mobile App
6 4 (2.94%) PKI
7 3 (2.21%) Driving Licence
7 3 (2.21%) Fintech
7 3 (2.21%) Linux Command Line
8 2 (1.47%) Analytical Mindset
8 2 (1.47%) EPoS
9 1 (0.74%) Credit Risk
9 1 (0.74%) Learning Management System
Operating Systems
1 35 (25.74%) Windows
2 19 (13.97%) Windows Server
3 18 (13.24%) Windows 7
4 15 (11.03%) Windows 10
4 15 (11.03%) Windows Server 2008
4 15 (11.03%) Windows Server 2012
5 4 (2.94%) Android
5 4 (2.94%) Apple iOS
5 4 (2.94%) Linux
6 1 (0.74%) Debian
6 1 (0.74%) Ubuntu
Processes & Methodologies
1 84 (61.76%) Problem-Solving
2 36 (26.47%) Project Management
3 35 (25.74%) Agile Software Development
4 24 (17.65%) DevOps
5 15 (11.03%) Migration
6 14 (10.29%) Time Management
7 13 (9.56%) Line Management
7 13 (9.56%) Workflow
8 10 (7.35%) Creative Thinking
8 10 (7.35%) Data Management
8 10 (7.35%) Infrastructure Engineering
8 10 (7.35%) SOLID
9 9 (6.62%) ITIL
10 8 (5.88%) Analytics
10 8 (5.88%) Critical Thinking
10 8 (5.88%) Scrum
10 8 (5.88%) Web Development
11 7 (5.15%) Antivirus Management
11 7 (5.15%) SEO
12 6 (4.41%) Pair Programming
Programming Languages
1 39 (28.68%) PowerShell
2 32 (23.53%) JavaScript
3 24 (17.65%) SQL
4 18 (13.24%) Python
5 11 (8.09%) R
6 10 (7.35%) PHP
7 8 (5.88%) C#
8 7 (5.15%) Perl
9 6 (4.41%) RPG
9 6 (4.41%) RPG IV
9 6 (4.41%) Ruby
10 5 (3.68%) PHP 7
11 2 (1.47%) MATLAB
12 1 (0.74%) C
12 1 (0.74%) C++
12 1 (0.74%) Fortran
12 1 (0.74%) Java
12 1 (0.74%) PL/SQL
12 1 (0.74%) VBA
Qualifications
1 24 (17.65%) Citrix Certification
2 13 (9.56%) Degree
3 6 (4.41%) CCIE
3 6 (4.41%) CCNP
3 6 (4.41%) Cisco Certification
4 5 (3.68%) PMI Certification
4 5 (3.68%) PMP
5 3 (2.21%) CISSP
6 2 (1.47%) CCIE Security
6 2 (1.47%) MCSE
6 2 (1.47%) Microsoft Certification
6 2 (1.47%) VMware Certified Professional (VCP)
7 1 (0.74%) ISEB
7 1 (0.74%) Numerate Degree
Quality Assurance & Compliance
1 15 (11.03%) SLA
2 12 (8.82%) Disclosure Scotland
3 5 (3.68%) GDPR
4 4 (2.94%) QA
5 3 (2.21%) COBIT
5 3 (2.21%) Cyber Essentials
5 3 (2.21%) Data Quality
5 3 (2.21%) ISO/IEC 27001
6 2 (1.47%) PCI DSS
7 1 (0.74%) ISO 9001
System Software
1 36 (26.47%) Active Directory
2 33 (24.26%) VMware Infrastructure
3 31 (22.79%) XenApp
4 29 (21.32%) XenDesktop
5 26 (19.12%) VMware ESXi
6 18 (13.24%) Microsoft App-V
7 4 (2.94%) Active Directory Lightweight Directory Services
Systems Management
1 25 (18.38%) XenMobile
2 14 (10.29%) Terraform
3 9 (6.62%) Puppet
4 6 (4.41%) McAfee ePO
5 5 (3.68%) WSUS
6 1 (0.74%) Microsoft Clustering
Vendors
1 46 (33.82%) Microsoft
2 39 (28.68%) Citrix
3 38 (27.94%) VMware
4 24 (17.65%) McAfee
5 18 (13.24%) Altiris
5 18 (13.24%) Symantec
6 8 (5.88%) Cisco
7 7 (5.15%) Adobe
8 6 (4.41%) CheckPoint
8 6 (4.41%) F5
8 6 (4.41%) Juniper
8 6 (4.41%) Oracle
9 5 (3.68%) 3PAR
9 5 (3.68%) Brocade
9 5 (3.68%) Ivanti
9 5 (3.68%) Shavlik
10 4 (2.94%) Blue Coat
10 4 (2.94%) Google
10 4 (2.94%) Imperva
10 4 (2.94%) Infoblox