Period
to 18 October 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 18 October 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Yorkshire > North Yorkshire
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 20 39 17
Rank change year-on-year +19 -22 +17
Permanent jobs citing Analytical Skills 156 71 157
As % of all permanent IT jobs advertised in North Yorkshire 11.83% 5.76% 10.32%
As % of the Miscellaneous category 29.55% 17.23% 31.98%
Number of salaries quoted 115 63 113
North Yorkshire median annual salary £45,000 £40,000 £32,500
Median salary % change year-on-year +12.50% +23.08% -4.41%
10th Percentile £25,000 £29,450 £20,500
90th Percentile £53,750 £60,000 £50,100
Yorkshire median annual salary £40,000 £40,000 £37,500
% change year-on-year - +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 528 412 491
As % of all permanent IT jobs advertised in North Yorkshire 40.03% 33.41% 32.28%
Number of salaries quoted 423 309 358
North Yorkshire median annual salary £42,500 £40,000 £35,000
Median salary % change year-on-year +6.25% +14.29% -6.67%
10th Percentile £25,000 £25,200 £20,500
90th Percentile £55,000 £62,500 £51,475
Yorkshire median annual salary £42,500 £41,250 £40,000
% change year-on-year +3.03% +3.13% -

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 18 October 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 18 October 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 +32 74 £50,000 +33.33% 7
Harrogate -6 15 £25,000 -37.50%
Selby +1 14 £32,500 -23.53% 5
Middlesbrough +9 13 £38,500 +14.07% 3
Northallerton - 9 £23,750 -
Skipton -7 2 £25,000 -37.50% 2
Knaresborough +2 1 £30,000 -33.33%
Scarborough - 1 £24,000 -
Analytical Skills
Yorkshire

For the 6 months to 18 October 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.

1 101 (64.74%) Problem-Solving
2 53 (33.97%) Microsoft
3 49 (31.41%) HTML
3 49 (31.41%) JavaScript
4 46 (29.49%) CSS
5 45 (28.85%) Agile Software Development
6 42 (26.92%) Project Management
6 42 (26.92%) VMware
7 41 (26.28%) Active Directory
8 40 (25.64%) Citrix
9 39 (25.00%) PowerShell
10 37 (23.72%) Microsoft Azure
11 36 (23.08%) VMware Infrastructure
11 36 (23.08%) Windows
12 31 (19.87%) SQL
12 31 (19.87%) Office 365
12 31 (19.87%) NetScaler
13 29 (18.59%) XenApp
14 27 (17.31%) XenDesktop
14 27 (17.31%) Python
14 27 (17.31%) Finance
15 26 (16.67%) Git (software)
16 24 (15.38%) McAfee
16 24 (15.38%) MySQL
16 24 (15.38%) PHP
17 23 (14.74%) jQuery
17 23 (14.74%) VMware ESXi
18 22 (14.10%) XenMobile
18 22 (14.10%) DevOps
18 22 (14.10%) Citrix Certification

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 9 (5.77%) MS Exchange
2 8 (5.13%) Exchange Server 2010
2 8 (5.13%) Exchange Server 2013
3 7 (4.49%) WordPress
4 6 (3.85%) Elasticsearch
4 6 (3.85%) SharePoint
5 5 (3.21%) Skype for Business
6 2 (1.28%) IIS
Applications
1 6 (3.85%) Microsoft Office
2 4 (2.56%) Microsoft Excel
3 1 (0.64%) AutoCAD
3 1 (0.64%) Microsoft PowerPoint
3 1 (0.64%) Microsoft Project
Business Applications
1 2 (1.28%) BASE24
2 1 (0.64%) Oracle EBS
2 1 (0.64%) Oracle EBS R12
2 1 (0.64%) Oracle iRecruitment
Cloud Services
1 37 (23.72%) Microsoft Azure
2 31 (19.87%) Office 365
3 17 (10.90%) OneDrive
4 13 (8.33%) Amazon AWS
5 2 (1.28%) Taleo
Communications & Networking
1 31 (19.87%) NetScaler
2 14 (8.97%) Broadband
3 13 (8.33%) DHCP
3 13 (8.33%) DNS
3 13 (8.33%) WAN
4 12 (7.69%) Firewall
5 11 (7.05%) MPLS
6 9 (5.77%) BGP
6 9 (5.77%) Cisco ASA
6 9 (5.77%) Cisco IOS
6 9 (5.77%) Cisco Nexus
6 9 (5.77%) F5 BIG-IP GTM
6 9 (5.77%) F5 BIG-IP LTM
6 9 (5.77%) Network Security
6 9 (5.77%) NX-OS
6 9 (5.77%) OSPF
6 9 (5.77%) VPLS
6 9 (5.77%) VPN
7 8 (5.13%) SAN
8 7 (4.49%) TCP/IP
Database & Business Intelligence
1 24 (15.38%) MySQL
2 21 (13.46%) SQL Server
3 13 (8.33%) CouchDB
3 13 (8.33%) MongoDB
3 13 (8.33%) SQLite
4 7 (4.49%) Relational Database
5 5 (3.21%) Data Warehouse
5 5 (3.21%) SQL Server Reporting Services
6 3 (1.92%) Oracle Database
7 2 (1.28%) Power BI
7 2 (1.28%) SQL Server Analysis Services
7 2 (1.28%) SQL Server Integration Services
8 1 (0.64%) Microsoft Power View
8 1 (0.64%) MS Access
8 1 (0.64%) Oracle BI EE
Development Applications
1 26 (16.67%) Git (software)
2 7 (4.49%) Grunt
2 7 (4.49%) gulp
3 5 (3.21%) Sonatype Nexus
4 4 (2.56%) NUnit
5 3 (1.92%) JIRA
6 2 (1.28%) JMeter
6 2 (1.28%) Selenium
6 2 (1.28%) WebDriver
7 1 (0.64%) GitLab
7 1 (0.64%) GoCD
7 1 (0.64%) TeamCity
7 1 (0.64%) Visual Studio
General
1 27 (17.31%) Finance
2 7 (4.49%) Marketing
3 6 (3.85%) Retail
4 1 (0.64%) Banking
4 1 (0.64%) Billing
4 1 (0.64%) Front Office
4 1 (0.64%) Investment Banking
4 1 (0.64%) Law
Job Titles
1 35 (22.44%) Developer
2 27 (17.31%) Analyst
3 24 (15.38%) Infrastructure Specialist
3 24 (15.38%) Senior Data Warehouse Specialist
4 17 (10.90%) Senior Infrastructure Specialist
5 13 (8.33%) Software Engineer
6 12 (7.69%) Citrix Engineer
6 12 (7.69%) Senior Citrix Engineer
7 11 (7.05%) Applications Developer
8 10 (6.41%) Citrix Specialist
9 8 (5.13%) Analyst Programmer
9 8 (5.13%) Business Analyst
9 8 (5.13%) Front End Developer (Client-Side Developer)
9 8 (5.13%) PHP Software Engineer
9 8 (5.13%) Programmer
9 8 (5.13%) Senior Citrix Specialist
10 7 (4.49%) .NET Developer
10 7 (4.49%) Infrastructure Engineer
10 7 (4.49%) Project Manager
10 7 (4.49%) Web Designer
Libraries, Frameworks & Software Standards
1 49 (31.41%) HTML
2 46 (29.49%) CSS
3 23 (14.74%) jQuery
4 13 (8.33%) .NET
5 12 (7.69%) .NET Framework
6 11 (7.05%) HTML5
7 10 (6.41%) ASP.NET
7 10 (6.41%) Laravel
7 10 (6.41%) Twitter Bootstrap
8 8 (5.13%) AngularJS
8 8 (5.13%) React
9 7 (4.49%) Node.js
10 6 (3.85%) Doctrine
10 6 (3.85%) LDAP
11 5 (3.21%) Vue.js
12 3 (1.92%) Web Services
13 2 (1.28%) Middleware
13 2 (1.28%) RESTful
14 1 (0.64%) Boost C++ Libraries
14 1 (0.64%) WPF
Miscellaneous
1 18 (11.54%) Self-Motivation
2 16 (10.26%) Mobile App
3 14 (8.97%) User Experience
4 9 (5.77%) Driving Licence
5 8 (5.13%) AS400
5 8 (5.13%) Virtual Team
6 7 (4.49%) Cloud Native
6 7 (4.49%) Data Centre
6 7 (4.49%) Enterprise Software
6 7 (4.49%) Enterprise Storage
6 7 (4.49%) Graphic Design
7 5 (3.21%) Fat Client
7 5 (3.21%) PKI
7 5 (3.21%) Thin Client
8 4 (2.56%) Fintech
8 4 (2.56%) Linux Command Line
9 2 (1.28%) iSeries
9 2 (1.28%) Learning Management System
9 2 (1.28%) Management Information System
10 1 (0.64%) Fixed Income
Operating Systems
1 36 (23.08%) Windows
2 19 (12.18%) Windows 7
3 18 (11.54%) Windows Server 2012
4 16 (10.26%) Windows 10
4 16 (10.26%) Windows Server
4 16 (10.26%) Windows Server 2008
5 10 (6.41%) Android
5 10 (6.41%) Apple iOS
6 5 (3.21%) Linux
7 2 (1.28%) Windows Server 2003
8 1 (0.64%) Debian
8 1 (0.64%) Ubuntu
Processes & Methodologies
1 101 (64.74%) Problem-Solving
2 45 (28.85%) Agile Software Development
3 42 (26.92%) Project Management
4 22 (14.10%) DevOps
5 20 (12.82%) Line Management
6 17 (10.90%) Migration
7 15 (9.62%) Software Engineering
7 15 (9.62%) Time Management
7 15 (9.62%) Workflow
8 11 (7.05%) Mobile Development
8 11 (7.05%) SOLID
8 11 (7.05%) Web Development
9 10 (6.41%) B2B
9 10 (6.41%) Creative Thinking
9 10 (6.41%) Critical Thinking
9 10 (6.41%) Web Accessibility
10 8 (5.13%) Antivirus Management
10 8 (5.13%) Data Management
10 8 (5.13%) Decision-Making
10 8 (5.13%) Scrum
Programming Languages
1 49 (31.41%) JavaScript
2 39 (25.00%) PowerShell
3 31 (19.87%) SQL
4 27 (17.31%) Python
5 24 (15.38%) PHP
6 15 (9.62%) C#
7 8 (5.13%) Perl
7 8 (5.13%) R
7 8 (5.13%) RPG
7 8 (5.13%) RPG IV
8 7 (4.49%) Java
8 7 (4.49%) PHP 7
8 7 (4.49%) Ruby
9 2 (1.28%) RPG/400
9 2 (1.28%) T-SQL
10 1 (0.64%) C++
10 1 (0.64%) Fortran
10 1 (0.64%) MATLAB
10 1 (0.64%) PL/SQL
10 1 (0.64%) VBA
Qualifications
1 22 (14.10%) Citrix Certification
2 18 (11.54%) Degree
3 9 (5.77%) CCIE
3 9 (5.77%) CCNP
3 9 (5.77%) Cisco Certification
4 6 (3.85%) PMI Certification
4 6 (3.85%) PMP
5 3 (1.92%) CCIE Security
6 2 (1.28%) ISEB
6 2 (1.28%) MCSE
6 2 (1.28%) Microsoft Certification
6 2 (1.28%) VMware Certified Professional (VCP)
7 1 (0.64%) Numerate Degree
Quality Assurance & Compliance
1 17 (10.90%) SLA
2 11 (7.05%) Disclosure Scotland
3 5 (3.21%) QA
4 1 (0.64%) ISO 9001
System Software
1 41 (26.28%) Active Directory
2 36 (23.08%) VMware Infrastructure
3 29 (18.59%) XenApp
4 27 (17.31%) XenDesktop
5 23 (14.74%) VMware ESXi
6 17 (10.90%) Microsoft App-V
7 5 (3.21%) Active Directory Lightweight Directory Services
Systems Management
1 22 (14.10%) XenMobile
2 18 (11.54%) Terraform
3 12 (7.69%) Puppet
4 7 (4.49%) McAfee ePO
4 7 (4.49%) WSUS
5 2 (1.28%) SCCM
5 2 (1.28%) Systems Management Server (SMS)
6 1 (0.64%) Microsoft Clustering
Vendors
1 53 (33.97%) Microsoft
2 42 (26.92%) VMware
3 40 (25.64%) Citrix
4 24 (15.38%) McAfee
5 17 (10.90%) Altiris
5 17 (10.90%) Symantec
6 11 (7.05%) Cisco
7 9 (5.77%) CheckPoint
7 9 (5.77%) F5
7 9 (5.77%) Juniper
8 7 (4.49%) 3PAR
8 7 (4.49%) Adobe
8 7 (4.49%) Brocade
8 7 (4.49%) Ivanti
8 7 (4.49%) Shavlik
9 6 (3.85%) Zend
10 5 (3.21%) HP
10 5 (3.21%) Imperva
10 5 (3.21%) Infoblox
10 5 (3.21%) Zscaler