Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > Yorkshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 72 96 109
Rank change year-on-year +24 +13 +20
Permanent jobs citing Analytics 352 313 340
As % of all permanent IT jobs advertised in Yorkshire 3.65% 2.93% 2.69%
As % of the Processes & Methodologies category 4.04% 3.26% 3.00%
Number of salaries quoted 297 273 267
Yorkshire median annual salary £40,000 £45,000 £32,500
Median salary % change year-on-year -11.11% +38.46% -18.75%
10th Percentile £27,500 £28,750 £21,250
90th Percentile £70,000 £72,500 £62,500
England median annual salary £55,000 £55,000 £53,196
% change year-on-year - +3.39% +6.39%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8,722 9,594 11,346
As % of all permanent IT jobs advertised in Yorkshire 90.39% 89.71% 89.82%
Number of salaries quoted 7,414 8,106 9,303
Yorkshire median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £60,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Analytics
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Analytics in Yorkshire

Analytics
Salary Trend in Yorkshire

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

Salary trend for Analytics in Yorkshire

Analytics
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Analytics in Yorkshire over the 6 months to 22 January 2018.

Salary histogram for Analytics in Yorkshire

Analytics
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Yorkshire region over the 6 months to 22 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
West Yorkshire +13 244 £40,000 -11.11% 42
South Yorkshire +10 39 £34,250 -19.41% 6
North Yorkshire +24 38 £40,000 -11.11% 6
East Yorkshire +6 12 £45,000 +12.50% 2
Analytics
England

For the 6 months to 22 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 Yorkshire region with a requirement for Analytics.

1 125 (35.51%) Business Intelligence
2 106 (30.11%) SQL
3 85 (24.15%) Analytical Skills
4 76 (21.59%) Marketing
5 75 (21.31%) Google
5 75 (21.31%) Agile Software Development
6 70 (19.89%) Finance
7 68 (19.32%) Data Warehouse
8 62 (17.61%) Google Analytics
9 59 (16.76%) Data Analytics
9 59 (16.76%) Microsoft
10 57 (16.19%) User Experience
11 52 (14.77%) ETL
12 50 (14.20%) Tableau
13 49 (13.92%) HTML
13 49 (13.92%) CSS
14 48 (13.64%) Data Modelling
15 46 (13.07%) Degree
16 45 (12.78%) E-Commerce
16 45 (12.78%) SEO
16 45 (12.78%) Data Analysis
17 44 (12.50%) SAS
17 44 (12.50%) SQL Server
18 42 (11.93%) Adobe
19 37 (10.51%) Python
19 37 (10.51%) Microsoft Excel
19 37 (10.51%) Visualisation
20 35 (9.94%) Social Media
20 35 (9.94%) Wireframes
21 33 (9.38%) SQL Server Integration Services

Analytics
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 44 (12.50%) SAS
2 28 (7.95%) CMS
3 15 (4.26%) SharePoint
4 7 (1.99%) WordPress
5 6 (1.70%) Apache
5 6 (1.70%) Apache Spark
6 3 (0.85%) Umbraco
7 2 (0.57%) IIS
8 1 (0.28%) Apache Pig
8 1 (0.28%) Apache ServiceMix
8 1 (0.28%) Drupal
8 1 (0.28%) EPiServer
8 1 (0.28%) TYPO3
Applications
1 37 (10.51%) Microsoft Excel
2 32 (9.09%) Microsoft Office
3 27 (7.67%) Adobe Creative Suite
4 17 (4.83%) SPSS
5 12 (3.41%) Photoshop
6 11 (3.13%) InVision
7 8 (2.27%) Adobe Illustrator
7 8 (2.27%) UXPin
8 3 (0.85%) Microsoft PowerPoint
9 1 (0.28%) MS Visio
Business Applications
1 9 (2.56%) Magento
2 7 (1.99%) Shopify
2 7 (1.99%) WebTrends
3 3 (0.85%) Epicor Tropos
3 3 (0.85%) FastStats
3 3 (0.85%) NetSuite
4 2 (0.57%) Dynamics CRM
4 2 (0.57%) SAP Business One
5 1 (0.28%) Dynamics AX
5 1 (0.28%) Oracle ERP
5 1 (0.28%) Workfront
Cloud Services
1 62 (17.61%) Google Analytics
2 14 (3.98%) Amazon AWS
3 12 (3.41%) Microsoft Azure
4 9 (2.56%) AdWords
4 9 (2.56%) IaaS
5 8 (2.27%) GitHub
6 7 (1.99%) Adobe Analytics
7 5 (1.42%) Google Cloud Platform
7 5 (1.42%) MailChimp
8 3 (0.85%) Cortana Intelligence Suite
8 3 (0.85%) Fastly
8 3 (0.85%) PaaS
8 3 (0.85%) Serverless
8 3 (0.85%) Slack
9 2 (0.57%) Azure Data Factory
9 2 (0.57%) Google Tag Manager
9 2 (0.57%) Office 365
10 1 (0.28%) Azure Active Directory
10 1 (0.28%) Bluemix
10 1 (0.28%) IBM Cloud
Communications & Networking
1 3 (0.85%) Internet
1 3 (0.85%) SMS
2 2 (0.57%) DNS
3 1 (0.28%) VPN
Database & Business Intelligence
1 68 (19.32%) Data Warehouse
2 44 (12.50%) SQL Server
3 33 (9.38%) SQL Server Integration Services
3 33 (9.38%) SQL Server Reporting Services
4 29 (8.24%) Data Mining
5 25 (7.10%) Big Data
5 25 (7.10%) SQL Server Analysis Services
6 21 (5.97%) BusinessObjects
7 19 (5.40%) Relational Database
8 18 (5.11%) QlikView
9 16 (4.55%) Power BI
9 16 (4.55%) SQL Server 2014
10 12 (3.41%) Enterprise Data Warehouse
10 12 (3.41%) SQL Server 2012
11 9 (2.56%) Lumira
11 9 (2.56%) SQL Server 2016
12 8 (2.27%) BusinessObjects Web Intelligence
12 8 (2.27%) Oracle Discoverer
12 8 (2.27%) SQL Server 2008
12 8 (2.27%) Star Schema
Development Applications
1 19 (5.40%) Git (software)
2 16 (4.55%) Visual Studio
3 14 (3.98%) Team Foundation Server
4 11 (3.13%) Axure RP
5 10 (2.84%) Atlassian Bamboo
5 10 (2.84%) JIRA
6 9 (2.56%) Jenkins
7 8 (2.27%) Balsamiq Mockups
8 7 (1.99%) Toad
9 6 (1.70%) Subversion
10 5 (1.42%) Cucumber
11 4 (1.14%) Appium
11 4 (1.14%) Bitbucket
11 4 (1.14%) Calabash
11 4 (1.14%) GitLab
11 4 (1.14%) GoCD
12 2 (0.57%) Visual Studio Team System
13 1 (0.28%) JUnit
13 1 (0.28%) Maven
13 1 (0.28%) Octopus Deploy
General
1 76 (21.59%) Marketing
2 70 (19.89%) Finance
3 19 (5.40%) Advertising
4 17 (4.83%) Manufacturing
5 16 (4.55%) Retail
6 11 (3.13%) Legal
7 10 (2.84%) Electronics
7 10 (2.84%) Multimedia
8 7 (1.99%) Financial Institution
9 6 (1.70%) Military
10 4 (1.14%) Law
11 3 (0.85%) Banking
11 3 (0.85%) Games
11 3 (0.85%) Publishing
12 2 (0.57%) Back Office
12 2 (0.57%) Mandarin Language
13 1 (0.28%) Telecoms
Job Titles
1 86 (24.43%) Analyst
2 78 (22.16%) Developer
3 33 (9.38%) Designer
4 32 (9.09%) UX Designer
5 29 (8.24%) Architect
6 23 (6.53%) Business Intelligence Analyst
7 20 (5.68%) Business Intelligence Developer
8 17 (4.83%) Data Scientist
9 16 (4.55%) Consultant
9 16 (4.55%) ETL Developer
10 15 (4.26%) Data Analyst
11 13 (3.69%) Senior Analyst
12 11 (3.13%) Analytics Manager
12 11 (3.13%) Web Developer
13 10 (2.84%) Account Manager
13 10 (2.84%) Data Architect
13 10 (2.84%) Junior
13 10 (2.84%) Software Developer
13 10 (2.84%) Technical Architect
14 9 (2.56%) SAS Analyst
Libraries, Frameworks & Software Standards
1 49 (13.92%) CSS
1 49 (13.92%) HTML
2 18 (5.11%) .NET
3 13 (3.69%) Web Services
4 11 (3.13%) .NET Framework
4 11 (3.13%) ASP.NET
5 10 (2.84%) CSS3
5 10 (2.84%) HTML5
6 8 (2.27%) ASP.NET MVC
6 8 (2.27%) ASP.NET Web API
6 8 (2.27%) Entity Framework
6 8 (2.27%) jQuery
6 8 (2.27%) Node.js
6 8 (2.27%) XML
7 7 (1.99%) Sass
8 6 (1.70%) LAMP
8 6 (1.70%) Laravel
8 6 (1.70%) SailPoint
8 6 (1.70%) SOAP
8 6 (1.70%) XHTML
Miscellaneous
1 85 (24.15%) Analytical Skills
2 57 (16.19%) User Experience
3 35 (9.94%) Social Media
4 19 (5.40%) Greenfield Project
5 17 (4.83%) Credit Risk
6 16 (4.55%) Management Information System
7 15 (4.26%) Algorithms
7 15 (4.26%) Computer Science
8 7 (1.99%) Graphic Design
8 7 (1.99%) Mobile App
9 5 (1.42%) Data Protection Act
10 4 (1.14%) Enterprise Software
10 4 (1.14%) Learning Management System
10 4 (1.14%) SCADA
10 4 (1.14%) Video\Live Streaming
11 3 (0.85%) Blog
11 3 (0.85%) N-Tier
11 3 (0.85%) Taxonomies
12 2 (0.57%) iPad
12 2 (0.57%) Video Editing
Operating Systems
1 19 (5.40%) Linux
2 9 (2.56%) Apple iOS
3 8 (2.27%) Android
3 8 (2.27%) Windows
4 6 (1.70%) CentOS
5 3 (0.85%) Windows Phone
6 2 (0.57%) Windows Server
7 1 (0.28%) AIX
7 1 (0.28%) Red Hat Enterprise Linux
7 1 (0.28%) Solaris
7 1 (0.28%) Windows Mobile
7 1 (0.28%) Windows Phone 8
7 1 (0.28%) Windows Server 2003
Processes & Methodologies
1 125 (35.51%) Business Intelligence
2 75 (21.31%) Agile Software Development
3 59 (16.76%) Data Analytics
4 52 (14.77%) ETL
5 48 (13.64%) Data Modelling
6 45 (12.78%) Data Analysis
6 45 (12.78%) E-Commerce
6 45 (12.78%) SEO
7 37 (10.51%) Visualisation
8 35 (9.94%) Wireframes
9 30 (8.52%) Data Management
9 30 (8.52%) Digital Marketing
10 28 (7.95%) Data Visualisation
11 27 (7.67%) Mathematics
12 26 (7.39%) Migration
12 26 (7.39%) Statistics
13 25 (7.10%) Machine Learning
14 24 (6.82%) Collaborative Working
15 23 (6.53%) Continuous Improvement
16 22 (6.25%) Stakeholder Management
Programming Languages
1 106 (30.11%) SQL
2 37 (10.51%) Python
3 30 (8.52%) JavaScript
3 30 (8.52%) R
4 25 (7.10%) Java
5 21 (5.97%) C#
6 16 (4.55%) PHP
7 15 (4.26%) MATLAB
8 13 (3.69%) T-SQL
9 11 (3.13%) VB
10 9 (2.56%) Ruby
11 5 (1.42%) Objective-C
12 4 (1.14%) C
12 4 (1.14%) C++
13 3 (0.85%) Apple Swift
13 3 (0.85%) PL/SQL
13 3 (0.85%) VBA
14 2 (0.57%) PowerShell
15 1 (0.28%) Go
15 1 (0.28%) Shell Script
Qualifications
1 46 (13.07%) Degree
2 9 (2.56%) PhD
3 7 (1.99%) Postgraduate
4 4 (1.14%) Numerate Degree
5 3 (0.85%) Microsoft Certification
6 2 (0.57%) Master's Degree
6 2 (0.57%) SC Cleared
6 2 (0.57%) Security Cleared
7 1 (0.28%) MCSE
7 1 (0.28%) PMI Certification
Quality Assurance & Compliance
1 13 (3.69%) QA
1 13 (3.69%) SLA
2 9 (2.56%) Data Quality
3 6 (1.70%) PMO
4 5 (1.42%) GDPR
5 4 (1.14%) ISO/IEC 27001
6 1 (0.28%) Basel III
6 1 (0.28%) IFRS
6 1 (0.28%) IFRS 9
System Software
1 8 (2.27%) Docker
2 7 (1.99%) Active Directory
3 6 (1.70%) Samba
4 2 (0.57%) Virtual Machines
5 1 (0.28%) VMware Infrastructure
Systems Management
1 8 (2.27%) Puppet
2 4 (1.14%) rkt
3 3 (0.85%) Systems Management Server (SMS)
4 1 (0.28%) Microsoft Intune
4 1 (0.28%) SCCM
Vendors
1 75 (21.31%) Google
2 59 (16.76%) Microsoft
3 50 (14.20%) Tableau
4 42 (11.93%) Adobe
5 24 (6.82%) Twitter
6 23 (6.53%) SAP
7 20 (5.68%) Apple
8 18 (5.11%) Oracle
9 16 (4.55%) Xerox
10 12 (3.41%) Talend
11 11 (3.13%) Facebook
12 10 (2.84%) Cognos
12 10 (2.84%) Dell
13 9 (2.56%) Alteryx
14 7 (1.99%) DoubleClick
15 5 (1.42%) Omniture
15 5 (1.42%) Sybase
16 4 (1.14%) Capita
16 4 (1.14%) Perforce
16 4 (1.14%) Sun