Period
to 19 March 2019

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 19 March 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Yorkshire > North Yorkshire
6 months to
19 Mar 2019
Same period 2018 Same period 2017
Rank 42 35 21
Rank change year-on-year -7 -14 +4
Permanent jobs citing Analytical Skills 70 79 148
As % of all permanent IT jobs advertised in North Yorkshire 6.19% 5.96% 9.67%
As % of the Miscellaneous category 15.09% 18.12% 25.65%
Number of salaries quoted 41 56 125
North Yorkshire median annual salary £49,000 £40,000 £32,500
Median salary % change year-on-year +22.50% +23.08% -
10th Percentile £29,750 £27,875 £20,500
90th Percentile £55,000 £59,375 £50,000
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 464 436 577
As % of all permanent IT jobs advertised in North Yorkshire 41.06% 32.91% 37.69%
Number of salaries quoted 332 337 489
North Yorkshire median annual salary £42,500 £42,500 £37,500
Median salary % change year-on-year - +13.33% -
10th Percentile £21,000 £28,650 £20,750
90th Percentile £60,675 £61,250 £50,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 19 March 2019.

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 19 March 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 +6 42 £50,000 +25.00% 8
Northallerton 0 4 - -
Skipton +8 3 £37,500 -
Selby -5 3 - -
Harrogate -11 3 £27,500 -31.25% 5
Middlesbrough -6 2 £47,500 +58.33% 1
Ripon - 1 £31,500 -
Scarborough - 1 £24,000 -
Analytical Skills
Yorkshire

For the 6 months to 19 March 2019, 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 38 (54.29%) Problem-Solving
2 23 (32.86%) Microsoft
3 20 (28.57%) VMware
4 19 (27.14%) Windows
5 18 (25.71%) Active Directory
5 18 (25.71%) Citrix
5 18 (25.71%) Finance
5 18 (25.71%) Windows Server
5 18 (25.71%) PowerShell
5 18 (25.71%) VMware ESXi
6 17 (24.29%) NetScaler
6 17 (24.29%) XenApp
6 17 (24.29%) XenDesktop
6 17 (24.29%) XenMobile
7 15 (21.43%) Office 365
8 13 (18.57%) Microsoft Azure
8 13 (18.57%) DevOps
9 12 (17.14%) OneDrive
9 12 (17.14%) VMware Infrastructure
9 12 (17.14%) Altiris
9 12 (17.14%) Microsoft App-V
9 12 (17.14%) McAfee
9 12 (17.14%) Project Management
9 12 (17.14%) Symantec
10 11 (15.71%) Citrix Certification
11 10 (14.29%) R
12 9 (12.86%) Line Management
12 9 (12.86%) Agile Software Development
13 8 (11.43%) Python
14 7 (10.00%) JavaScript

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 1 (1.43%) MS Exchange
1 1 (1.43%) SAS
Business Applications
1 2 (2.86%) Oracle EBS
1 2 (2.86%) Oracle EBS R12
1 2 (2.86%) Shopify
2 1 (1.43%) BASE24
2 1 (1.43%) Oracle iProcurement
2 1 (1.43%) Oracle iRecruitment
2 1 (1.43%) Oracle Procure-to-Pay
2 1 (1.43%) Oracle SCM
Cloud Services
1 15 (21.43%) Office 365
2 13 (18.57%) Microsoft Azure
3 12 (17.14%) OneDrive
Communications & Networking
1 17 (24.29%) NetScaler
2 6 (8.57%) Broadband
2 6 (8.57%) DHCP
2 6 (8.57%) DNS
3 2 (2.86%) SAN
4 1 (1.43%) Fibre Channel
4 1 (1.43%) Firewall
4 1 (1.43%) MPLS
4 1 (1.43%) SMTP
4 1 (1.43%) TCP/IP
4 1 (1.43%) VoIP
4 1 (1.43%) WAN
4 1 (1.43%) X.25
Database & Business Intelligence
1 2 (2.86%) SQL Server
2 1 (1.43%) BusinessObjects
2 1 (1.43%) Data Warehouse
2 1 (1.43%) Oracle BI EE
2 1 (1.43%) Oracle Database
2 1 (1.43%) Power BI
Development Applications
1 7 (10.00%) Git (software)
2 6 (8.57%) Grunt
2 6 (8.57%) gulp
3 1 (1.43%) JIRA
3 1 (1.43%) TeamCity
General
1 18 (25.71%) Finance
2 3 (4.29%) Social Science
3 2 (2.86%) Retail
4 1 (1.43%) Banking
4 1 (1.43%) Front Office
4 1 (1.43%) Investment Banking
4 1 (1.43%) Law
4 1 (1.43%) Manufacturing
Job Titles
1 14 (20.00%) Citrix Engineer
2 12 (17.14%) Analyst
3 10 (14.29%) Active Directory Engineer
3 10 (14.29%) Microsoft Engineer
3 10 (14.29%) VMware Engineer
4 8 (11.43%) Developer
4 8 (11.43%) Senior Citrix Engineer
5 6 (8.57%) Citrix Infrastructure Engineer
5 6 (8.57%) Front End Developer (Client-Side Developer)
5 6 (8.57%) Infrastructure Engineer
5 6 (8.57%) Senior Infrastructure Engineer
6 5 (7.14%) Infrastructure Specialist
7 4 (5.71%) Head of IT
7 4 (5.71%) ICT Analyst
7 4 (5.71%) Senior Active Directory Engineer
7 4 (5.71%) Senior Data Warehouse Specialist
7 4 (5.71%) Senior Infrastructure Specialist
7 4 (5.71%) Service Analyst
7 4 (5.71%) Service Desk Analyst
7 4 (5.71%) VMware Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 6 (8.57%) AngularJS
1 6 (8.57%) CSS
1 6 (8.57%) HTML
1 6 (8.57%) Node.js
1 6 (8.57%) React
2 2 (2.86%) .NET
3 1 (1.43%) .NET Framework
3 1 (1.43%) Boost C++ Libraries
3 1 (1.43%) Middleware
3 1 (1.43%) WPF
Miscellaneous
1 6 (8.57%) User Experience
1 6 (8.57%) Virtual Team
2 5 (7.14%) Fat Client
2 5 (7.14%) Thin Client
3 4 (5.71%) Driving Licence
4 3 (4.29%) Self-Motivation
5 2 (2.86%) AS400
5 2 (2.86%) EPoS
6 1 (1.43%) Analytical Mindset
6 1 (1.43%) Clustering
6 1 (1.43%) Credit Risk
6 1 (1.43%) Data Centre
6 1 (1.43%) Enterprise Software
6 1 (1.43%) Enterprise Storage
6 1 (1.43%) Fintech
6 1 (1.43%) Fixed Income
6 1 (1.43%) Greenfield Project
6 1 (1.43%) Linux Command Line
Operating Systems
1 19 (27.14%) Windows
2 18 (25.71%) Windows Server
3 5 (7.14%) Windows 10
3 5 (7.14%) Windows 7
3 5 (7.14%) Windows Server 2008
3 5 (7.14%) Windows Server 2012
4 4 (5.71%) Android
4 4 (5.71%) Apple iOS
5 1 (1.43%) Linux
Processes & Methodologies
1 38 (54.29%) Problem-Solving
2 13 (18.57%) DevOps
3 12 (17.14%) Project Management
4 9 (12.86%) Agile Software Development
4 9 (12.86%) Line Management
5 7 (10.00%) Scrum
6 6 (8.57%) Front End Development
6 6 (8.57%) Infrastructure Engineering
6 6 (8.57%) Pair Programming
6 6 (8.57%) Sprint Planning
6 6 (8.57%) Statistics
6 6 (8.57%) Time Management
6 6 (8.57%) Web Application Development
6 6 (8.57%) Workflow
7 5 (7.14%) Analytics
7 5 (7.14%) Business Intelligence
7 5 (7.14%) Data Management
7 5 (7.14%) ITIL
7 5 (7.14%) Strategic Thinking
8 4 (5.71%) Service Delivery
Programming Languages
1 18 (25.71%) PowerShell
2 10 (14.29%) R
3 8 (11.43%) Python
4 7 (10.00%) JavaScript
4 7 (10.00%) Perl
4 7 (10.00%) SQL
5 6 (8.57%) Ruby
6 2 (2.86%) RPG
6 2 (2.86%) RPG IV
7 1 (1.43%) C#
7 1 (1.43%) C++
7 1 (1.43%) MATLAB
Qualifications
1 11 (15.71%) Citrix Certification
2 5 (7.14%) Degree
3 3 (4.29%) CISSP
4 1 (1.43%) Numerate Degree
4 1 (1.43%) PMI Certification
4 1 (1.43%) PMP
Quality Assurance & Compliance
1 6 (8.57%) Disclosure Scotland
1 6 (8.57%) GDPR
1 6 (8.57%) SLA
2 3 (4.29%) COBIT
2 3 (4.29%) Cyber Essentials
2 3 (4.29%) Data Quality
2 3 (4.29%) ISO/IEC 27001
2 3 (4.29%) PCI DSS
3 2 (2.86%) QA
4 1 (1.43%) ISO 9001
System Software
1 18 (25.71%) Active Directory
1 18 (25.71%) VMware ESXi
2 17 (24.29%) XenApp
2 17 (24.29%) XenDesktop
3 12 (17.14%) Microsoft App-V
3 12 (17.14%) VMware Infrastructure
4 1 (1.43%) vSphere
Systems Management
1 17 (24.29%) XenMobile
2 1 (1.43%) Microsoft Clustering
2 1 (1.43%) Puppet
2 1 (1.43%) Terraform
2 1 (1.43%) WSUS
Vendors
1 23 (32.86%) Microsoft
2 20 (28.57%) VMware
3 18 (25.71%) Citrix
4 12 (17.14%) Altiris
4 12 (17.14%) McAfee
4 12 (17.14%) Symantec
5 4 (5.71%) Oracle
6 2 (2.86%) Cisco
7 1 (1.43%) 3PAR
7 1 (1.43%) Brocade
7 1 (1.43%) HP
7 1 (1.43%) Ivanti
7 1 (1.43%) Shavlik
7 1 (1.43%) Solace
7 1 (1.43%) Tableau