Period
to 20 February 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 20 February 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > Yorkshire
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 25 30 21
Rank change year-on-year +5 -9 +5
Permanent jobs citing Analytical Skills 759 749 991
As % of all permanent IT jobs advertised in Yorkshire 7.58% 7.03% 7.75%
As % of the Miscellaneous category 23.99% 22.31% 23.70%
Number of salaries quoted 624 643 744
Yorkshire median annual salary £39,250 £40,000 £37,500
Median salary % change year-on-year -1.88% +6.67% -
10th Percentile £26,250 £22,000 £22,250
90th Percentile £60,000 £65,000 £63,375
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
Yorkshire
Permanent vacancies with a requirement for generic IT skills 3,164 3,357 4,182
As % of all permanent IT jobs advertised in Yorkshire 31.60% 31.52% 32.71%
Number of salaries quoted 2,607 2,843 3,214
Yorkshire median annual salary £41,250 £40,000 £40,000
Median salary % change year-on-year +3.13% - +3.90%
10th Percentile £26,250 £23,550 £23,825
90th Percentile £60,000 £60,000 £61,250
England median annual salary £50,000 £50,000 £50,000

Analytical Skills
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Analytical Skills in Yorkshire

Analytical Skills
Salary Trend in Yorkshire

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

Salary trend for Analytical Skills in Yorkshire

Analytical Skills
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Analytical Skills in Yorkshire over the 6 months to 20 February 2018.

Salary histogram for Analytical Skills in Yorkshire

Analytical Skills
Job Locations in 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 Yorkshire region over the 6 months to 20 February 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
West Yorkshire +11 507 £38,500 -3.75% 81
South Yorkshire +8 125 £37,500 -6.25% 15
North Yorkshire -15 76 £40,000 +23.08% 24
East Yorkshire +2 33 £45,000 - 11
Analytical Skills
England

For the 6 months to 20 February 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 Yorkshire region with a requirement for Analytical Skills.

1 201 (26.48%) Agile Software Development
2 169 (22.27%) SQL
3 153 (20.16%) Finance
4 149 (19.63%) Microsoft
5 125 (16.47%) Business Intelligence
6 96 (12.65%) Degree
7 94 (12.38%) Stakeholder Management
8 93 (12.25%) SQL Server
9 92 (12.12%) Analytics
10 87 (11.46%) Retail
11 84 (11.07%) Business Analysis
11 84 (11.07%) Microsoft Excel
12 78 (10.28%) Linux
13 77 (10.14%) JavaScript
14 72 (9.49%) Windows
15 68 (8.96%) Google
16 65 (8.56%) .NET
17 63 (8.30%) C#
17 63 (8.30%) Microsoft Office
18 57 (7.51%) SQL Server Reporting Services
19 55 (7.25%) Oracle
19 55 (7.25%) Marketing
20 52 (6.85%) SQL Server Integration Services
20 52 (6.85%) ITIL
20 52 (6.85%) Project Management
21 50 (6.59%) Continuous Improvement
22 48 (6.32%) HTML
22 48 (6.32%) DevOps
23 47 (6.19%) Data Modelling
24 46 (6.06%) ERP

Analytical Skills
Co-occurring IT Skills in 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 36 (4.74%) SAS
2 22 (2.90%) SharePoint
3 15 (1.98%) MS Exchange
4 10 (1.32%) Oracle SOA Suite
5 9 (1.19%) CMS
5 9 (1.19%) OpenEdge
6 7 (0.92%) Apache
6 7 (0.92%) SharePoint 2013
6 7 (0.92%) Skype for Business
7 5 (0.66%) Exchange Server 2010
7 5 (0.66%) Exchange Server 2013
7 5 (0.66%) NetWeaver
8 4 (0.53%) Oracle Workflow
8 4 (0.53%) SharePoint Server
9 3 (0.40%) IIS
9 3 (0.40%) WordPress
10 2 (0.26%) Apache Solr
10 2 (0.26%) CICS
10 2 (0.26%) Elasticsearch
11 1 (0.13%) Apache Spark
Applications
1 84 (11.07%) Microsoft Excel
2 63 (8.30%) Microsoft Office
3 16 (2.11%) SPSS
4 14 (1.84%) MS Visio
5 12 (1.58%) Microsoft PowerPoint
6 3 (0.40%) Adobe Creative Suite
6 3 (0.40%) Microsoft Project
7 2 (0.26%) Spreadsheet
Business Applications
1 13 (1.71%) Dynamics NAV
2 7 (0.92%) Oracle 11i
2 7 (0.92%) Oracle ASCP
2 7 (0.92%) Oracle EBS R12
2 7 (0.92%) Oracle Manufacturing
2 7 (0.92%) WebTrends
3 5 (0.66%) Sage 200
3 5 (0.66%) SAP MM
4 4 (0.53%) Dynamics AX
4 4 (0.53%) FastStats
4 4 (0.53%) SAP CRM
4 4 (0.53%) SAP ERP
5 3 (0.40%) SAP Business One
6 2 (0.26%) Cognos Business Intelligence
6 2 (0.26%) SAP SD
7 1 (0.13%) Cerner Millennium
7 1 (0.13%) Cognos TM1
7 1 (0.13%) Oracle EBS
7 1 (0.13%) Oracle Financials
7 1 (0.13%) Primavera
Cloud Services
1 26 (3.43%) Google Analytics
2 24 (3.16%) Amazon AWS
3 23 (3.03%) Microsoft Azure
4 21 (2.77%) Office 365
5 14 (1.84%) PaaS
6 11 (1.45%) Azure Active Directory
7 9 (1.19%) AdWords
7 9 (1.19%) OneDrive
8 4 (0.53%) Google Cloud Platform
8 4 (0.53%) MailChimp
9 3 (0.40%) Fastly
10 2 (0.26%) Adobe Analytics
10 2 (0.26%) GitHub
11 1 (0.13%) IaaS
11 1 (0.13%) Mimecast
11 1 (0.13%) Serverless
Communications & Networking
1 15 (1.98%) Firewall
2 12 (1.58%) WAN
3 11 (1.45%) DNS
4 10 (1.32%) LAN
4 10 (1.32%) NetScaler
4 10 (1.32%) Network Security
4 10 (1.32%) SMS
5 9 (1.19%) DHCP
6 8 (1.05%) Internet
6 8 (1.05%) VPN
6 8 (1.05%) Wi-Fi
7 7 (0.92%) Cisco Nexus
7 7 (0.92%) Skype
8 6 (0.79%) MPLS
8 6 (0.79%) Wireless
9 5 (0.66%) Wireshark
9 5 (0.66%) WLAN
10 4 (0.53%) Cisco ASA
10 4 (0.53%) SAN
10 4 (0.53%) Symposium
Database & Business Intelligence
1 93 (12.25%) SQL Server
2 57 (7.51%) SQL Server Reporting Services
3 52 (6.85%) SQL Server Integration Services
4 41 (5.40%) SQL Server Analysis Services
5 32 (4.22%) Data Warehouse
6 28 (3.69%) BusinessObjects
7 27 (3.56%) MySQL
8 22 (2.90%) Power BI
9 21 (2.77%) QlikView
10 20 (2.64%) Data Mining
11 17 (2.24%) Relational Database
12 15 (1.98%) MongoDB
13 14 (1.84%) Crystal Reports
13 14 (1.84%) Redis
14 13 (1.71%) SAP BW
15 12 (1.58%) OLAP
16 9 (1.19%) SQL Server 2016
17 8 (1.05%) MS Access
17 8 (1.05%) SAP HANA
17 8 (1.05%) SQL Server 2008
Development Applications
1 29 (3.82%) JIRA
2 20 (2.64%) Git (software)
3 12 (1.58%) Sonatype Nexus
3 12 (1.58%) SQL Server Management Studio (SSMS)
4 9 (1.19%) Team Foundation Server
5 8 (1.05%) Visual Studio Team System
6 6 (0.79%) Subversion
6 6 (0.79%) Visual Studio
7 5 (0.66%) Bugzilla
7 5 (0.66%) Oracle Forms
7 5 (0.66%) Selenium
7 5 (0.66%) Trac
8 4 (0.53%) gulp
8 4 (0.53%) LSMW
8 4 (0.53%) MorphX
8 4 (0.53%) Toad
9 3 (0.40%) Eclipse
9 3 (0.40%) ERwin
9 3 (0.40%) Grunt
9 3 (0.40%) SoapUI
General
1 153 (20.16%) Finance
2 87 (11.46%) Retail
3 55 (7.25%) Marketing
4 28 (3.69%) Games
5 22 (2.90%) Manufacturing
6 12 (1.58%) Automotive
6 12 (1.58%) Legal
7 11 (1.45%) Advertising
8 9 (1.19%) Back Office
8 9 (1.19%) Banking
9 8 (1.05%) Pharmaceutical
10 7 (0.92%) Law
11 5 (0.66%) Billing
12 4 (0.53%) Electronics
13 3 (0.40%) Telecoms
14 2 (0.26%) Publishing
15 1 (0.13%) Financial Institution
15 1 (0.13%) Local Government
Job Titles
1 276 (36.36%) Analyst
2 121 (15.94%) Business Analyst
3 115 (15.15%) Developer
4 49 (6.46%) Consultant
5 31 (4.08%) Business Intelligence Analyst
6 26 (3.43%) Senior Analyst
7 22 (2.90%) DevOps Engineer
7 22 (2.90%) Project Manager
7 22 (2.90%) Support Engineer
8 21 (2.77%) Administrator
9 20 (2.64%) Graduate
9 20 (2.64%) Support Analyst
10 19 (2.50%) .NET Developer
10 19 (2.50%) Architect
11 17 (2.24%) Business Intelligence Developer
11 17 (2.24%) Junior
12 16 (2.11%) C# Developer
13 15 (1.98%) Data Analyst
13 15 (1.98%) Graduate Consultant
13 15 (1.98%) IT Consultant
Libraries, Frameworks & Software Standards
1 65 (8.56%) .NET
2 48 (6.32%) HTML
3 45 (5.93%) CSS
4 26 (3.43%) ASP.NET
5 25 (3.29%) Web Services
6 22 (2.90%) jQuery
6 22 (2.90%) LAMP
7 18 (2.37%) XML
8 17 (2.24%) .NET Framework
9 16 (2.11%) Middleware
10 14 (1.84%) HTML5
10 14 (1.84%) Node.js
11 13 (1.71%) AngularJS
11 13 (1.71%) RabbitMQ
12 12 (1.58%) Backbone.js
12 12 (1.58%) SOAP
13 10 (1.32%) Oracle Fusion
14 9 (1.19%) JSON
14 9 (1.19%) RESTful
15 8 (1.05%) ASP.NET MVC
Miscellaneous
1 41 (5.40%) Management Information System
2 24 (3.16%) User Experience
3 21 (2.77%) Analytical Mindset
4 19 (2.50%) Computer Science
5 18 (2.37%) Data Centre
6 15 (1.98%) Social Media
7 13 (1.71%) Greenfield Project
8 12 (1.58%) Enterprise Software
9 10 (1.32%) Algorithms
10 9 (1.19%) Virtual Team
11 7 (0.92%) N-Tier
12 6 (0.79%) Driving Licence
12 6 (0.79%) Replication
13 5 (0.66%) Credit Risk
13 5 (0.66%) Data Structures
13 5 (0.66%) Mobile App
14 4 (0.53%) Biotechnology
14 4 (0.53%) Mainframe
14 4 (0.53%) PMI
15 3 (0.40%) Taxonomies
Operating Systems
1 78 (10.28%) Linux
2 72 (9.49%) Windows
3 39 (5.14%) Red Hat Enterprise Linux
4 31 (4.08%) Windows Server 2008
5 23 (3.03%) Windows 7
6 21 (2.77%) CentOS
7 20 (2.64%) Windows Server
7 20 (2.64%) Windows Server 2012
8 17 (2.24%) Windows 10
9 7 (0.92%) AIX
9 7 (0.92%) Unix
9 7 (0.92%) Windows 8
10 5 (0.66%) Apple iOS
11 4 (0.53%) Android
12 2 (0.26%) Ubuntu
12 2 (0.26%) Windows Phone
13 1 (0.13%) Mac OS X
13 1 (0.13%) Windows Mobile
Processes & Methodologies
1 201 (26.48%) Agile Software Development
2 125 (16.47%) Business Intelligence
3 94 (12.38%) Stakeholder Management
4 92 (12.12%) Analytics
5 84 (11.07%) Business Analysis
6 52 (6.85%) ITIL
6 52 (6.85%) Project Management
7 50 (6.59%) Continuous Improvement
8 48 (6.32%) DevOps
9 47 (6.19%) Data Modelling
10 46 (6.06%) ERP
11 43 (5.67%) Scrum
11 43 (5.67%) SDLC
12 38 (5.01%) Problem Management
13 33 (4.35%) Mentoring
13 33 (4.35%) User Stories
14 32 (4.22%) MVC
15 31 (4.08%) Coaching
15 31 (4.08%) Waterfall
16 28 (3.69%) Data Analysis
Programming Languages
1 169 (22.27%) SQL
2 77 (10.14%) JavaScript
3 63 (8.30%) C#
4 43 (5.67%) Python
5 34 (4.48%) T-SQL
6 32 (4.22%) PHP
7 27 (3.56%) Java
8 22 (2.90%) R
9 18 (2.37%) PowerShell
10 17 (2.24%) VB
11 16 (2.11%) C
12 15 (1.98%) VBA
13 13 (1.71%) PL/SQL
14 12 (1.58%) MATLAB
15 11 (1.45%) Ruby
16 9 (1.19%) ABAP
16 9 (1.19%) C++
17 6 (0.79%) COBOL
18 5 (0.66%) Bash Shell
18 5 (0.66%) Perl
Qualifications
1 96 (12.65%) Degree
2 22 (2.90%) Cisco Certification
3 18 (2.37%) Microsoft Certification
4 14 (1.84%) CCNA
4 14 (1.84%) ISEB
5 9 (1.19%) Citrix Certification
5 9 (1.19%) Computer Science Degree
5 9 (1.19%) ISTQB
5 9 (1.19%) PMI Certification
6 7 (0.92%) CCNP
6 7 (0.92%) SC Cleared
6 7 (0.92%) Security Cleared
7 6 (0.79%) CCIE
7 6 (0.79%) MCSE
8 5 (0.66%) CCSE
8 5 (0.66%) JNCIP
8 5 (0.66%) MCITP
8 5 (0.66%) MCSA
8 5 (0.66%) PMP
8 5 (0.66%) PRINCE2 Certification
Quality Assurance & Compliance
1 32 (4.22%) QA
2 19 (2.50%) Data Quality
3 18 (2.37%) GDPR
3 18 (2.37%) SLA
4 11 (1.45%) PMO
5 10 (1.32%) ISO/IEC 27001
6 4 (0.53%) GCP
6 4 (0.53%) PCI DSS
7 3 (0.40%) Disclosure Scotland
8 2 (0.26%) P3O
9 1 (0.13%) Basel III
9 1 (0.13%) COBIT
9 1 (0.13%) IFRS
9 1 (0.13%) IFRS 9
System Software
1 37 (4.87%) Active Directory
2 19 (2.50%) VMware Infrastructure
3 14 (1.84%) Docker
4 11 (1.45%) Microsoft App-V
5 9 (1.19%) VMware ESXi
5 9 (1.19%) XenApp
5 9 (1.19%) XenDesktop
5 9 (1.19%) XenServer
6 7 (0.92%) Hyper-V
7 3 (0.40%) Virtual Servers
8 2 (0.26%) vSphere
9 1 (0.13%) Apache ZooKeeper
9 1 (0.13%) ProxySG
Systems Management
1 19 (2.50%) Opscode Chef
2 12 (1.58%) Graphite
2 12 (1.58%) Nagios
3 10 (1.32%) Puppet
4 9 (1.19%) XenMobile
5 8 (1.05%) Single Sign-On
6 7 (0.92%) Tivoli
6 7 (0.92%) Tivoli Storage Manager
7 6 (0.79%) HP Quality Center
8 5 (0.66%) AirWatch
8 5 (0.66%) SCCM
8 5 (0.66%) Symantec Endpoint Protection
9 3 (0.40%) SCOM
10 1 (0.13%) Cisco Prime
10 1 (0.13%) McAfee ePO
10 1 (0.13%) Microsoft Intune
10 1 (0.13%) Norton AntiVirus
10 1 (0.13%) SCVMM
Vendors
1 149 (19.63%) Microsoft
2 68 (8.96%) Google
3 55 (7.25%) Oracle
4 30 (3.95%) Tableau
5 28 (3.69%) SAP
6 23 (3.03%) Cisco
7 22 (2.90%) VMware
8 20 (2.64%) Citrix
9 18 (2.37%) Capita
9 18 (2.37%) IBM
10 17 (2.24%) Adobe
10 17 (2.24%) Symantec
11 14 (1.84%) Virgin Media
12 13 (1.71%) HP
13 11 (1.45%) Twitter
14 10 (1.32%) McAfee
14 10 (1.32%) Red Hat
15 9 (1.19%) CheckPoint
15 9 (1.19%) Dell
15 9 (1.19%) Wyse