Period
to 21 January 2018

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 21 January 2018 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > West Yorkshire
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 65 81 113
Rank change year-on-year +16 +32 +6
Permanent jobs citing Analytics 244 240 239
As % of all permanent IT jobs advertised in West Yorkshire 3.69% 3.30% 2.68%
As % of the Processes & Methodologies category 4.05% 3.63% 2.96%
Number of salaries quoted 208 199 196
West Yorkshire median annual salary £40,000 £45,000 £32,500
Median salary % change year-on-year -11.11% +38.46% -25.71%
10th Percentile £29,250 £27,350 £21,250
90th Percentile £70,000 £72,500 £66,313
Yorkshire median annual salary £40,000 £45,000 £32,500
% change year-on-year -11.11% +38.46% -18.75%

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 6,029 6,608 8,067
As % of all permanent IT jobs advertised in West Yorkshire 91.28% 90.77% 90.62%
Number of salaries quoted 5,128 5,679 6,598
West Yorkshire median annual salary £43,000 £42,500 £42,500
Median salary % change year-on-year +1.18% - +6.25%
10th Percentile £27,500 £27,200 £27,063
90th Percentile £60,250 £62,500 £60,000
Yorkshire median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 21 January 2018.

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 21 January 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
Leeds +41 200 £40,000 -11.11% 32
Bradford -3 12 £42,000 +16.67% 5
Bingley - 10 £37,500 - 1
Huddersfield -7 5 £30,000 -7.69%
Castleford +7 1 £55,000 +83.33%
Halifax -16 1 - -
Analytics
Yorkshire

For the 6 months to 21 January 2018, 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 95 (38.93%) Business Intelligence
2 60 (24.59%) SQL
3 54 (22.13%) Data Warehouse
4 53 (21.72%) Analytical Skills
5 51 (20.90%) Data Analytics
6 48 (19.67%) Microsoft
7 47 (19.26%) User Experience
8 45 (18.44%) Finance
8 45 (18.44%) Agile Software Development
9 43 (17.62%) ETL
10 42 (17.21%) Google
11 40 (16.39%) SQL Server
12 37 (15.16%) Marketing
12 37 (15.16%) Data Analysis
13 35 (14.34%) Adobe
13 35 (14.34%) Tableau
13 35 (14.34%) Wireframes
14 34 (13.93%) Google Analytics
15 33 (13.52%) E-Commerce
16 31 (12.70%) HTML
16 31 (12.70%) CSS
17 30 (12.30%) SAS
18 29 (11.89%) Data Mining
18 29 (11.89%) Microsoft Excel
19 27 (11.07%) Python
19 27 (11.07%) Adobe Creative Suite
20 26 (10.66%) Data Modelling
20 26 (10.66%) Microsoft Office
20 26 (10.66%) SQL Server Reporting Services
20 26 (10.66%) SQL Server Integration Services

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 30 (12.30%) SAS
2 10 (4.10%) CMS
2 10 (4.10%) SharePoint
3 6 (2.46%) Apache Spark
4 4 (1.64%) Apache
5 3 (1.23%) Umbraco
6 2 (0.82%) IIS
7 1 (0.41%) Apache Pig
7 1 (0.41%) Drupal
7 1 (0.41%) EPiServer
7 1 (0.41%) TYPO3
Applications
1 29 (11.89%) Microsoft Excel
2 27 (11.07%) Adobe Creative Suite
3 26 (10.66%) Microsoft Office
4 12 (4.92%) Photoshop
5 11 (4.51%) InVision
6 8 (3.28%) Adobe Illustrator
6 8 (3.28%) SPSS
6 8 (3.28%) UXPin
7 3 (1.23%) Microsoft PowerPoint
8 1 (0.41%) MS Visio
Business Applications
1 7 (2.87%) WebTrends
2 3 (1.23%) FastStats
3 2 (0.82%) Dynamics CRM
3 2 (0.82%) Magento
3 2 (0.82%) SAP Business One
4 1 (0.41%) Dynamics AX
4 1 (0.41%) Oracle ERP
4 1 (0.41%) Workfront
Cloud Services
1 34 (13.93%) Google Analytics
2 6 (2.46%) Microsoft Azure
3 4 (1.64%) AdWords
4 3 (1.23%) Fastly
4 3 (1.23%) Google Cloud Platform
4 3 (1.23%) Slack
5 2 (0.82%) Amazon AWS
5 2 (0.82%) Google Tag Manager
5 2 (0.82%) Office 365
6 1 (0.41%) Azure Active Directory
6 1 (0.41%) Cortana Intelligence Suite
6 1 (0.41%) IaaS
6 1 (0.41%) MailChimp
6 1 (0.41%) PaaS
6 1 (0.41%) Serverless
Communications & Networking
1 2 (0.82%) Internet
1 2 (0.82%) SMS
2 1 (0.41%) VPN
Database & Business Intelligence
1 54 (22.13%) Data Warehouse
2 40 (16.39%) SQL Server
3 29 (11.89%) Data Mining
4 26 (10.66%) SQL Server Integration Services
4 26 (10.66%) SQL Server Reporting Services
5 20 (8.20%) SQL Server Analysis Services
6 19 (7.79%) Big Data
7 16 (6.56%) SQL Server 2014
8 12 (4.92%) Enterprise Data Warehouse
8 12 (4.92%) SQL Server 2012
9 11 (4.51%) BusinessObjects
9 11 (4.51%) Power BI
10 10 (4.10%) Relational Database
11 8 (3.28%) SQL Server 2008
12 7 (2.87%) Hadoop
12 7 (2.87%) SQL Server 2016
13 6 (2.46%) MySQL
13 6 (2.46%) QlikView
14 5 (2.05%) SQL Server 2000
14 5 (2.05%) SQL Server 2005
Development Applications
1 13 (5.33%) Team Foundation Server
1 13 (5.33%) Visual Studio
2 11 (4.51%) Axure RP
3 8 (3.28%) Balsamiq Mockups
4 6 (2.46%) Git (software)
5 4 (1.64%) Appium
5 4 (1.64%) Calabash
5 4 (1.64%) Subversion
6 3 (1.23%) JIRA
General
1 45 (18.44%) Finance
2 37 (15.16%) Marketing
3 16 (6.56%) Advertising
3 16 (6.56%) Retail
4 10 (4.10%) Electronics
4 10 (4.10%) Legal
5 4 (1.64%) Financial Institution
5 4 (1.64%) Military
6 3 (1.23%) Games
6 3 (1.23%) Manufacturing
6 3 (1.23%) Multimedia
6 3 (1.23%) Publishing
7 2 (0.82%) Back Office
7 2 (0.82%) Law
7 2 (0.82%) Mandarin Language
8 1 (0.41%) Banking
8 1 (0.41%) Telecoms
Job Titles
1 46 (18.85%) Analyst
2 43 (17.62%) Developer
3 32 (13.11%) Designer
3 32 (13.11%) UX Designer
4 18 (7.38%) Architect
5 17 (6.97%) Data Scientist
6 15 (6.15%) ETL Developer
7 14 (5.74%) Consultant
8 12 (4.92%) Business Intelligence Developer
9 11 (4.51%) Data Analyst
10 10 (4.10%) Account Manager
11 9 (3.69%) Analytics Manager
11 9 (3.69%) Junior
11 9 (3.69%) Technical Architect
12 8 (3.28%) Data Manager
12 8 (3.28%) Trainer
13 7 (2.87%) Analytics Consultant
13 7 (2.87%) Report Analyst
14 6 (2.46%) Digital Executive
14 6 (2.46%) Senior Analyst
Libraries, Frameworks & Software Standards
1 31 (12.70%) CSS
1 31 (12.70%) HTML
2 8 (3.28%) Web Services
2 8 (3.28%) XML
3 6 (2.46%) SailPoint
4 5 (2.05%) .NET
4 5 (2.05%) SOAP
5 4 (1.64%) Ajax
5 4 (1.64%) JSON
5 4 (1.64%) LAMP
5 4 (1.64%) Laravel
5 4 (1.64%) XHTML
6 3 (1.23%) CSS3
6 3 (1.23%) HTML5
6 3 (1.23%) MDX
6 3 (1.23%) RESTful
7 2 (0.82%) ASP.NET
7 2 (0.82%) iOS SDK
7 2 (0.82%) PhoneGap
7 2 (0.82%) WSDL
Miscellaneous
1 53 (21.72%) Analytical Skills
2 47 (19.26%) User Experience
3 23 (9.43%) Social Media
4 16 (6.56%) Management Information System
5 11 (4.51%) Algorithms
5 11 (4.51%) Greenfield Project
6 9 (3.69%) Computer Science
7 7 (2.87%) Credit Risk
8 6 (2.46%) Mobile App
9 5 (2.05%) Data Protection Act
9 5 (2.05%) Graphic Design
10 4 (1.64%) Enterprise Software
10 4 (1.64%) Learning Management System
11 3 (1.23%) N-Tier
11 3 (1.23%) Taxonomies
12 2 (0.82%) Client/Server
12 2 (0.82%) Data Structures
12 2 (0.82%) SCADA
12 2 (0.82%) Video Editing
13 1 (0.41%) iPad
Operating Systems
1 8 (3.28%) Android
1 8 (3.28%) Windows
2 7 (2.87%) Apple iOS
2 7 (2.87%) Linux
3 4 (1.64%) CentOS
4 3 (1.23%) Windows Phone
5 2 (0.82%) Windows Server
6 1 (0.41%) AIX
6 1 (0.41%) Red Hat Enterprise Linux
6 1 (0.41%) Solaris
6 1 (0.41%) Windows Mobile
6 1 (0.41%) Windows Phone 8
6 1 (0.41%) Windows Server 2003
Processes & Methodologies
1 95 (38.93%) Business Intelligence
2 51 (20.90%) Data Analytics
3 45 (18.44%) Agile Software Development
4 43 (17.62%) ETL
5 37 (15.16%) Data Analysis
6 35 (14.34%) Wireframes
7 33 (13.52%) E-Commerce
8 26 (10.66%) Data Modelling
9 23 (9.43%) Continuous Improvement
9 23 (9.43%) Data Management
9 23 (9.43%) Mathematics
9 23 (9.43%) SEO
10 22 (9.02%) Machine Learning
11 20 (8.20%) Data Integration
11 20 (8.20%) Stakeholder Management
11 20 (8.20%) Statistics
11 20 (8.20%) Visualisation
11 20 (8.20%) Workflow
12 19 (7.79%) Collaborative Working
13 18 (7.38%) Migration
Programming Languages
1 60 (24.59%) SQL
2 27 (11.07%) Python
3 19 (7.79%) R
4 14 (5.74%) Java
5 11 (4.51%) T-SQL
5 11 (4.51%) VB
6 10 (4.10%) JavaScript
7 7 (2.87%) C#
8 5 (2.05%) MATLAB
8 5 (2.05%) Objective-C
8 5 (2.05%) PHP
9 4 (1.64%) C
10 3 (1.23%) Apple Swift
10 3 (1.23%) PL/SQL
10 3 (1.23%) VBA
11 1 (0.41%) C++
11 1 (0.41%) Data Analysis Expressions (DAX)
11 1 (0.41%) PowerShell
11 1 (0.41%) Shell Script
Qualifications
1 26 (10.66%) Degree
2 9 (3.69%) PhD
3 3 (1.23%) Numerate Degree
4 2 (0.82%) Master's Degree
4 2 (0.82%) SC Cleared
4 2 (0.82%) Security Cleared
5 1 (0.41%) MCSE
5 1 (0.41%) Microsoft Certification
5 1 (0.41%) PMI Certification
5 1 (0.41%) Postgraduate
Quality Assurance & Compliance
1 11 (4.51%) SLA
2 9 (3.69%) QA
3 6 (2.46%) PMO
4 5 (2.05%) GDPR
5 4 (1.64%) Data Quality
5 4 (1.64%) ISO/IEC 27001
6 1 (0.41%) Basel III
6 1 (0.41%) IFRS
6 1 (0.41%) IFRS 9
System Software
1 4 (1.64%) Active Directory
1 4 (1.64%) Samba
Systems Management
1 1 (0.41%) Microsoft Intune
1 1 (0.41%) SCCM
Vendors
1 48 (19.67%) Microsoft
2 42 (17.21%) Google
3 35 (14.34%) Adobe
3 35 (14.34%) Tableau
4 14 (5.74%) Xerox
5 13 (5.33%) Apple
6 12 (4.92%) Talend
7 11 (4.51%) Twitter
8 10 (4.10%) Cognos
8 10 (4.10%) Dell
9 9 (3.69%) Facebook
10 7 (2.87%) Oracle
10 7 (2.87%) SAP
11 5 (2.05%) DoubleClick
12 4 (1.64%) Capita
12 4 (1.64%) Perforce
13 2 (0.82%) IBM
13 2 (0.82%) Optimizely
13 2 (0.82%) Remedy
13 2 (0.82%) Salesforce.com