Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > West Yorkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 53 88 113
Rank change year-on-year +35 +25 +8
Permanent jobs citing Analytics 287 244 236
As % of all permanent IT jobs advertised in West Yorkshire 4.23% 3.22% 2.55%
As % of the Processes & Methodologies category 4.62% 3.54% 2.80%
Number of salaries quoted 229 199 194
West Yorkshire median annual salary £42,500 £47,500 £32,500
Median salary % change year-on-year -10.53% +46.15% -13.33%
10th Percentile £29,750 £26,000 £21,250
90th Percentile £73,750 £75,250 £52,850
Yorkshire median annual salary £40,000 £45,000 £32,500
% change year-on-year -11.11% +38.46% -13.33%

Analytics 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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6207 6894 8436
As % of all permanent IT jobs advertised in West Yorkshire 91.54% 91.03% 91.03%
Number of salaries quoted 5216 5907 6763
West Yorkshire median annual salary £42,500 £42,500 £42,000
Median salary % change year-on-year - +1.19% +5.00%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £62,500 £65,000 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Analytics
Job Vacancy Trend in West Yorkshire

Job postings citing Analytics as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Analytics in West Yorkshire

Analytics
Salary Trend in West Yorkshire

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

Salary trend for Analytics in West Yorkshire

Analytics
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Analytics in West Yorkshire over the 6 months to 20 November 2017.

Salary histogram for Analytics in West Yorkshire

Analytics
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the West Yorkshire region over the 6 months to 20 November 2017. 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
Leeds +32 244 £45,000 -5.26% 22
Bradford 0 12 £30,000 -7.69%
Halifax +27 11 £45,000 -35.71% 2
Bingley - 9 £37,500 -
Huddersfield +3 4 £30,000 -5.51% 2
Wetherby +16 1 £31,500 -7.35%
Castleford +9 1 £55,000 +83.33%
Wakefield -1 1 - - 1
Keighley - 1 £25,000 -
Analytics
Yorkshire

For the 6 months to 20 November 2017, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the West Yorkshire region with a requirement for Analytics.

1 91 (31.71%) Business Intelligence
2 75 (26.13%) SQL
3 66 (23.00%) Analytical Skills
4 59 (20.56%) Microsoft
4 59 (20.56%) User Experience
5 57 (19.86%) Marketing
6 56 (19.51%) Finance
7 53 (18.47%) Agile Software Development
7 53 (18.47%) Data Warehouse
8 52 (18.12%) Data Analytics
9 44 (15.33%) Data Mining
10 43 (14.98%) Microsoft Excel
10 43 (14.98%) Data Analysis
11 42 (14.63%) E-Commerce
12 41 (14.29%) Google
13 40 (13.94%) Degree
14 38 (13.24%) SAS
14 38 (13.24%) HTML
15 36 (12.54%) SQL Server
15 36 (12.54%) CSS
15 36 (12.54%) ETL
15 36 (12.54%) Visualisation
15 36 (12.54%) Wireframes
16 33 (11.50%) Adobe
17 32 (11.15%) Data Modelling
18 31 (10.80%) Tableau
19 30 (10.45%) Google Analytics
20 29 (10.10%) Stakeholder Engagement
21 28 (9.76%) Data Visualisation
22 27 (9.41%) Mathematics

Analytics
Co-occurring IT Skills in West 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 38 (13.24%) SAS
2 12 (4.18%) CMS
3 11 (3.83%) SharePoint
4 7 (2.44%) Apache Spark
5 6 (2.09%) Umbraco
6 4 (1.39%) EPiServer
7 3 (1.05%) Elasticsearch
7 3 (1.05%) WordPress
8 2 (0.70%) Apache
8 2 (0.70%) Apache Pig
8 2 (0.70%) IIS
9 1 (0.35%) Drupal
9 1 (0.35%) nginx
9 1 (0.35%) Sitecore CMS
9 1 (0.35%) TYPO3
9 1 (0.35%) WebSphere
Applications
1 43 (14.98%) Microsoft Excel
2 26 (9.06%) Microsoft Office
3 23 (8.01%) Adobe Creative Suite
4 17 (5.92%) SPSS
5 4 (1.39%) Microsoft PowerPoint
5 4 (1.39%) Photoshop
6 3 (1.05%) InVision
7 1 (0.35%) MS Visio
7 1 (0.35%) Spreadsheet
Business Applications
1 6 (2.09%) WebTrends
2 3 (1.05%) FastStats
3 2 (0.70%) Dynamics CRM
3 2 (0.70%) Magento
3 2 (0.70%) SAP Business One
4 1 (0.35%) Cognos TM1
4 1 (0.35%) Dynamics AX
4 1 (0.35%) Oracle ERP
4 1 (0.35%) Workfront
Cloud Services
1 30 (10.45%) Google Analytics
2 9 (3.14%) Google Tag Manager
2 9 (3.14%) Microsoft Azure
3 6 (2.09%) AdWords
4 5 (1.74%) Amazon AWS
5 3 (1.05%) CloudFront
5 3 (1.05%) Cortana Intelligence Suite
5 3 (1.05%) Fastly
5 3 (1.05%) Office 365
5 3 (1.05%) Slack
6 2 (0.70%) Google Cloud Platform
6 2 (0.70%) PaaS
6 2 (0.70%) SaaS
7 1 (0.35%) Azure Active Directory
7 1 (0.35%) CallidusCloud
7 1 (0.35%) Cloud Computing
7 1 (0.35%) IaaS
7 1 (0.35%) MailChimp
Communications & Networking
1 2 (0.70%) Internet
1 2 (0.70%) VPN
2 1 (0.35%) 3G
2 1 (0.35%) 4G
2 1 (0.35%) ADSL
2 1 (0.35%) BGP
2 1 (0.35%) Cisco ASA
2 1 (0.35%) Cisco IOS
2 1 (0.35%) DHCP
2 1 (0.35%) DNS
2 1 (0.35%) Firewall
2 1 (0.35%) IPsec
2 1 (0.35%) Junos
2 1 (0.35%) SMS
2 1 (0.35%) SSL
2 1 (0.35%) TCP/IP
2 1 (0.35%) VDSL
2 1 (0.35%) VLAN
2 1 (0.35%) VRRP
Database & Business Intelligence
1 53 (18.47%) Data Warehouse
2 44 (15.33%) Data Mining
3 36 (12.54%) SQL Server
4 24 (8.36%) SQL Server Reporting Services
5 22 (7.67%) SQL Server Analysis Services
5 22 (7.67%) SQL Server Integration Services
6 21 (7.32%) Big Data
7 13 (4.53%) MS Access
8 12 (4.18%) BusinessObjects
8 12 (4.18%) Relational Database
9 11 (3.83%) Hadoop
10 9 (3.14%) Power BI
10 9 (3.14%) SQL Server 2012
10 9 (3.14%) SQL Server 2014
11 8 (2.79%) Enterprise Data Warehouse
11 8 (2.79%) QlikView
12 5 (1.74%) Microsoft Analysis Services
12 5 (1.74%) SQL Server 2008
13 4 (1.39%) DB2
13 4 (1.39%) RDBMS
Development Applications
1 13 (4.53%) Visual Studio
2 10 (3.48%) Git (software)
2 10 (3.48%) Team Foundation Server
3 8 (2.79%) Talend Open Studio
4 5 (1.74%) Subversion
5 4 (1.39%) Mercurial
6 3 (1.05%) Axure RP
6 3 (1.05%) Grunt
6 3 (1.05%) gulp
6 3 (1.05%) Jenkins
6 3 (1.05%) JIRA
General
1 57 (19.86%) Marketing
2 56 (19.51%) Finance
3 20 (6.97%) Retail
4 11 (3.83%) Advertising
5 10 (3.48%) Electronics
6 6 (2.09%) Legal
7 4 (1.39%) Financial Institution
7 4 (1.39%) Military
8 3 (1.05%) Games
8 3 (1.05%) Manufacturing
8 3 (1.05%) Multimedia
8 3 (1.05%) Publishing
8 3 (1.05%) Telecoms
9 2 (0.70%) Back Office
10 1 (0.35%) Automotive
10 1 (0.35%) Billing
Job Titles
1 61 (21.25%) Analyst
2 40 (13.94%) Designer
2 40 (13.94%) UX Designer
3 37 (12.89%) Developer
4 20 (6.97%) Data Scientist
5 13 (4.53%) Consultant
6 12 (4.18%) Data Analyst
7 11 (3.83%) Trainer
8 10 (3.48%) Account Manager
8 10 (3.48%) Architect
8 10 (3.48%) Senior Analyst
9 9 (3.14%) Data Manager
9 9 (3.14%) ETL Developer
9 9 (3.14%) Report Analyst
10 8 (2.79%) SQL Analyst
11 7 (2.44%) IT Analyst
12 6 (2.09%) Analytics Manager
12 6 (2.09%) Operations Director
12 6 (2.09%) SAS Analyst
12 6 (2.09%) Web Manager
Libraries, Frameworks & Software Standards
1 38 (13.24%) HTML
2 36 (12.54%) CSS
3 10 (3.48%) .NET
3 10 (3.48%) XML
4 8 (2.79%) Twitter Bootstrap
4 8 (2.79%) Web Services
5 7 (2.44%) ASP.NET
6 5 (1.74%) CSS3
6 5 (1.74%) HTML5
6 5 (1.74%) KnockoutJS
6 5 (1.74%) Razor View Engine
6 5 (1.74%) SailPoint
7 4 (1.39%) jQuery
7 4 (1.39%) MDX
7 4 (1.39%) RESTful
8 3 (1.05%) AngularJS
8 3 (1.05%) Backbone.js
8 3 (1.05%) JMS
8 3 (1.05%) Sass
9 2 (0.70%) WSDL
Miscellaneous
1 66 (23.00%) Analytical Skills
2 59 (20.56%) User Experience
3 20 (6.97%) Social Media
4 18 (6.27%) Management Information System
5 17 (5.92%) Computer Science
6 15 (5.23%) Algorithms
7 11 (3.83%) Data Structures
8 8 (2.79%) Greenfield Project
9 7 (2.44%) Digital Media
10 6 (2.09%) NHS
11 5 (1.74%) Mobile App
12 4 (1.39%) Enterprise Software
12 4 (1.39%) FMCG
13 3 (1.05%) Credit Risk
13 3 (1.05%) Reinsurance
13 3 (1.05%) Taxonomies
14 2 (0.70%) Fintech
14 2 (0.70%) Graphic Design
14 2 (0.70%) Smart City
14 2 (0.70%) Video Editing
Operating Systems
1 10 (3.48%) Windows
2 9 (3.14%) Linux
3 5 (1.74%) Windows Phone
3 5 (1.74%) Windows Phone 8
4 4 (1.39%) Android
4 4 (1.39%) Red Hat Enterprise Linux
5 3 (1.05%) Apple iOS
6 2 (0.70%) Windows Server
7 1 (0.35%) AIX
7 1 (0.35%) CentOS
7 1 (0.35%) Solaris
7 1 (0.35%) Unix
7 1 (0.35%) Windows Mobile
7 1 (0.35%) Windows Server 2003
Processes & Methodologies
1 91 (31.71%) Business Intelligence
2 53 (18.47%) Agile Software Development
3 52 (18.12%) Data Analytics
4 43 (14.98%) Data Analysis
5 42 (14.63%) E-Commerce
6 36 (12.54%) ETL
6 36 (12.54%) Visualisation
6 36 (12.54%) Wireframes
7 32 (11.15%) Data Modelling
8 29 (10.10%) Stakeholder Engagement
9 28 (9.76%) Data Visualisation
10 27 (9.41%) Mathematics
11 26 (9.06%) Machine Learning
12 24 (8.36%) Digital Marketing
12 24 (8.36%) Workflow
13 23 (8.01%) Continuous Improvement
14 22 (7.67%) Data Management
14 22 (7.67%) Stakeholder Management
15 21 (7.32%) Collaborative Working
16 20 (6.97%) SEO
Programming Languages
1 75 (26.13%) SQL
2 22 (7.67%) Python
3 18 (6.27%) R
4 17 (5.92%) VBA
5 16 (5.57%) JavaScript
6 14 (4.88%) Java
7 10 (3.48%) C#
7 10 (3.48%) VB
8 4 (1.39%) C
9 3 (1.05%) Bash Shell
9 3 (1.05%) ES6
9 3 (1.05%) MATLAB
9 3 (1.05%) PHP
9 3 (1.05%) PL/SQL
10 2 (0.70%) Data Analysis Expressions (DAX)
10 2 (0.70%) T-SQL
11 1 (0.35%) C++
11 1 (0.35%) PowerShell
11 1 (0.35%) Shell Script
Qualifications
1 40 (13.94%) Degree
2 7 (2.44%) Computer Science Degree
2 7 (2.44%) PhD
3 4 (1.39%) Numerate Degree
4 3 (1.05%) SC Cleared
4 3 (1.05%) Security Cleared
5 2 (0.70%) Master's Degree
6 1 (0.35%) CCNA
6 1 (0.35%) Cisco Certification
6 1 (0.35%) MCSE
6 1 (0.35%) Microsoft Certification
Quality Assurance & Compliance
1 12 (4.18%) SLA
2 7 (2.44%) PMO
3 6 (2.09%) Data Quality
4 5 (1.74%) QA
5 4 (1.39%) ISO/IEC 27001
6 2 (0.70%) GDPR
7 1 (0.35%) Cyber Essentials
7 1 (0.35%) PCI DSS
System Software
1 4 (1.39%) Active Directory
2 3 (1.05%) Docker
3 1 (0.35%) Samba
Systems Management
1 3 (1.05%) Ansible
1 3 (1.05%) Kubernetes
2 1 (0.35%) FortiGate
2 1 (0.35%) Grafana
2 1 (0.35%) Microsoft Intune
2 1 (0.35%) SCCM
Vendors
1 59 (20.56%) Microsoft
2 41 (14.29%) Google
3 33 (11.50%) Adobe
4 31 (10.80%) Tableau
5 14 (4.88%) Cognos
5 14 (4.88%) Xerox
6 13 (4.53%) Apple
7 12 (4.18%) Facebook
7 12 (4.18%) SAP
8 10 (3.48%) Dell
8 10 (3.48%) Oracle
9 8 (2.79%) Talend
9 8 (2.79%) Twitter
10 6 (2.09%) DoubleClick
11 5 (1.74%) IBM
12 4 (1.39%) Alteryx
12 4 (1.39%) Red Hat
13 3 (1.05%) Criteo
14 2 (0.70%) Optimizely
14 2 (0.70%) Salesforce.com