Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
England > Yorkshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 56 100 114
Rank change year-on-year +44 +14 +22
Permanent jobs citing Analytics 427 301 346
As % of all permanent IT jobs advertised in Yorkshire 4.32% 2.71% 2.63%
As % of the Processes & Methodologies category 4.79% 3.02% 2.92%
Number of salaries quoted 342 253 279
Yorkshire median annual salary £40,000 £45,000 £32,500
Median salary % change year-on-year -11.11% +38.46% -13.33%
10th Percentile £27,500 £26,000 £21,250
90th Percentile £70,000 £73,750 £52,500
England median annual salary £55,000 £55,000 £51,459
% change year-on-year - +6.88% +2.92%

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 8912 9952 11868
As % of all permanent IT jobs advertised in Yorkshire 90.13% 89.53% 90.24%
Number of salaries quoted 7464 8373 9663
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +1.27%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £61,250 £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 21 November 2017.

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 21 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
West Yorkshire +32 290 £42,500 -10.53% 25
North Yorkshire +55 57 £40,000 -5.88% 3
South Yorkshire +37 46 £50,000 +25.00% 3
East Yorkshire +10 17 £40,000 -
Analytics
England

For the 6 months to 21 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 Yorkshire region with a requirement for Analytics.

1 127 (29.74%) SQL
2 112 (26.23%) Business Intelligence
2 112 (26.23%) Analytical Skills
3 102 (23.89%) Agile Software Development
3 102 (23.89%) Marketing
4 81 (18.97%) Google
5 76 (17.80%) Finance
6 70 (16.39%) Data Warehouse
7 69 (16.16%) Microsoft
8 68 (15.93%) User Experience
9 67 (15.69%) Google Analytics
10 62 (14.52%) Degree
11 61 (14.29%) E-Commerce
12 60 (14.05%) Visualisation
12 60 (14.05%) Data Analytics
13 55 (12.88%) Microsoft Excel
14 54 (12.65%) Data Modelling
15 53 (12.41%) SAS
16 52 (12.18%) HTML
16 52 (12.18%) Data Analysis
17 50 (11.71%) CSS
17 50 (11.71%) Data Mining
18 49 (11.48%) Data Visualisation
19 47 (11.01%) Tableau
20 46 (10.77%) ETL
21 45 (10.54%) Python
22 43 (10.07%) SEO
23 41 (9.60%) SQL Server
23 41 (9.60%) Adobe
24 40 (9.37%) Java

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 53 (12.41%) SAS
2 26 (6.09%) CMS
3 11 (2.58%) SharePoint
4 7 (1.64%) Apache Spark
5 5 (1.17%) Umbraco
6 4 (0.94%) Apache
6 4 (0.94%) WordPress
7 3 (0.70%) Elasticsearch
7 3 (0.70%) EPiServer
7 3 (0.70%) WebSphere
8 2 (0.47%) Apache Pig
8 2 (0.47%) Apache Solr
8 2 (0.47%) IIS
9 1 (0.23%) Apache ServiceMix
9 1 (0.23%) Drupal
9 1 (0.23%) IBM Notes
9 1 (0.23%) nginx
9 1 (0.23%) Sitecore CMS
9 1 (0.23%) TYPO3
Applications
1 55 (12.88%) Microsoft Excel
2 31 (7.26%) Microsoft Office
3 27 (6.32%) SPSS
4 23 (5.39%) Adobe Creative Suite
5 5 (1.17%) Microsoft PowerPoint
6 4 (0.94%) Photoshop
7 3 (0.70%) InVision
8 2 (0.47%) MS Visio
9 1 (0.23%) Spreadsheet
9 1 (0.23%) UserZoom
Business Applications
1 9 (2.11%) Magento
2 7 (1.64%) Shopify
3 6 (1.41%) WebTrends
4 3 (0.70%) FastStats
5 2 (0.47%) Dynamics CRM
5 2 (0.47%) SAP Business One
6 1 (0.23%) Cognos TM1
6 1 (0.23%) Dynamics AX
6 1 (0.23%) Epicor Tropos
6 1 (0.23%) NetSuite
6 1 (0.23%) Oracle ERP
6 1 (0.23%) Workfront
Cloud Services
1 67 (15.69%) Google Analytics
2 29 (6.79%) Amazon AWS
3 18 (4.22%) IaaS
4 17 (3.98%) GitHub
5 15 (3.51%) Microsoft Azure
6 9 (2.11%) Adobe Analytics
6 9 (2.11%) AdWords
6 9 (2.11%) Google Tag Manager
7 5 (1.17%) PaaS
8 4 (0.94%) MailChimp
8 4 (0.94%) SaaS
9 3 (0.70%) Cortana Intelligence Suite
9 3 (0.70%) Fastly
9 3 (0.70%) Google Cloud Platform
9 3 (0.70%) Office 365
9 3 (0.70%) Slack
10 2 (0.47%) CloudFront
11 1 (0.23%) Azure Active Directory
11 1 (0.23%) Bluemix
11 1 (0.23%) CallidusCloud
Communications & Networking
1 6 (1.41%) Internet
2 3 (0.70%) SMS
3 2 (0.47%) VPN
4 1 (0.23%) 3G
4 1 (0.23%) 4G
4 1 (0.23%) ADSL
4 1 (0.23%) BGP
4 1 (0.23%) Cisco ASA
4 1 (0.23%) Cisco IOS
4 1 (0.23%) DHCP
4 1 (0.23%) DNS
4 1 (0.23%) Firewall
4 1 (0.23%) IPsec
4 1 (0.23%) Junos
4 1 (0.23%) SSL
4 1 (0.23%) TCP/IP
4 1 (0.23%) VDSL
4 1 (0.23%) VLAN
4 1 (0.23%) VRRP
Database & Business Intelligence
1 70 (16.39%) Data Warehouse
2 50 (11.71%) Data Mining
3 41 (9.60%) SQL Server
4 33 (7.73%) Big Data
5 30 (7.03%) SQL Server Reporting Services
6 27 (6.32%) SQL Server Integration Services
7 24 (5.62%) BusinessObjects
7 24 (5.62%) QlikView
8 23 (5.39%) Relational Database
9 22 (5.15%) SQL Server Analysis Services
10 16 (3.75%) MS Access
11 13 (3.04%) Hadoop
12 11 (2.58%) Power BI
13 9 (2.11%) Lumira
13 9 (2.11%) SQL Server 2012
13 9 (2.11%) SQL Server 2014
14 8 (1.87%) BusinessObjects Web Intelligence
14 8 (1.87%) Enterprise Data Warehouse
14 8 (1.87%) SAP Data Services
14 8 (1.87%) Star Schema
Development Applications
1 36 (8.43%) Git (software)
2 22 (5.15%) Atlassian Bamboo
3 21 (4.92%) Jenkins
4 19 (4.45%) Visual Studio
5 15 (3.51%) Cucumber
5 15 (3.51%) JIRA
6 14 (3.28%) Bitbucket
6 14 (3.28%) GitLab
6 14 (3.28%) GoCD
6 14 (3.28%) Team Foundation Server
7 8 (1.87%) Talend Open Studio
8 7 (1.64%) Subversion
8 7 (1.64%) Toad
9 4 (0.94%) Mercurial
9 4 (0.94%) Octopus Deploy
10 3 (0.70%) Axure RP
11 2 (0.47%) Grunt
11 2 (0.47%) gulp
12 1 (0.23%) SQL Server Management Studio (SSMS)
12 1 (0.23%) Visual Studio Team System
General
1 102 (23.89%) Marketing
2 76 (17.80%) Finance
3 25 (5.85%) Retail
4 13 (3.04%) Advertising
4 13 (3.04%) Manufacturing
5 10 (2.34%) Electronics
5 10 (2.34%) Multimedia
6 9 (2.11%) Games
6 9 (2.11%) Legal
7 6 (1.41%) Military
8 4 (0.94%) Banking
8 4 (0.94%) Financial Institution
9 3 (0.70%) Publishing
9 3 (0.70%) Telecoms
10 2 (0.47%) Back Office
10 2 (0.47%) Law
11 1 (0.23%) Automotive
11 1 (0.23%) Billing
11 1 (0.23%) Private Banking
11 1 (0.23%) Retail Banking
Job Titles
1 108 (25.29%) Analyst
2 77 (18.03%) Developer
3 40 (9.37%) Designer
4 39 (9.13%) UX Designer
5 28 (6.56%) Data Scientist
6 24 (5.62%) Business Intelligence Analyst
7 20 (4.68%) DevOps Engineer
7 20 (4.68%) Senior Analyst
8 19 (4.45%) Data Analyst
9 17 (3.98%) Architect
10 15 (3.51%) Consultant
11 14 (3.28%) Business Intelligence Developer
11 14 (3.28%) Java Engineer
12 13 (3.04%) Software Developer
13 12 (2.81%) Web Analyst
14 11 (2.58%) Business Analyst
14 11 (2.58%) Trainer
15 10 (2.34%) Account Manager
15 10 (2.34%) Digital Executive
15 10 (2.34%) SAS Analyst
Libraries, Frameworks & Software Standards
1 52 (12.18%) HTML
2 50 (11.71%) CSS
3 19 (4.45%) Node.js
4 18 (4.22%) .NET
5 16 (3.75%) Web Services
6 15 (3.51%) ASP.NET
7 13 (3.04%) HTML5
8 11 (2.58%) CSS3
8 11 (2.58%) jQuery
8 11 (2.58%) XML
9 9 (2.11%) Sass
10 8 (1.87%) Twitter Bootstrap
11 7 (1.64%) .NET Framework
11 7 (1.64%) ASP.NET MVC
11 7 (1.64%) Middleware
12 6 (1.41%) ASP.NET Web API
12 6 (1.41%) Entity Framework
12 6 (1.41%) KnockoutJS
12 6 (1.41%) Razor View Engine
13 5 (1.17%) SailPoint
Miscellaneous
1 112 (26.23%) Analytical Skills
2 68 (15.93%) User Experience
3 33 (7.73%) Social Media
4 29 (6.79%) Computer Science
5 24 (5.62%) Algorithms
6 20 (4.68%) Management Information System
7 17 (3.98%) Greenfield Project
8 14 (3.28%) Video\Live Streaming
9 13 (3.04%) Credit Risk
10 11 (2.58%) Data Structures
10 11 (2.58%) NHS
11 8 (1.87%) Mobile App
12 7 (1.64%) Digital Media
12 7 (1.64%) Fintech
13 5 (1.17%) Data Centre
14 4 (0.94%) Enterprise Software
14 4 (0.94%) FMCG
14 4 (0.94%) Graphic Design
14 4 (0.94%) SCADA
15 3 (0.70%) Taxonomies
Operating Systems
1 33 (7.73%) Linux
2 11 (2.58%) Windows
3 8 (1.87%) Apple iOS
4 6 (1.41%) Windows Phone
4 6 (1.41%) Windows Phone 8
5 4 (0.94%) Android
5 4 (0.94%) Red Hat Enterprise Linux
6 3 (0.70%) CentOS
7 2 (0.47%) Windows Server
8 1 (0.23%) AIX
8 1 (0.23%) Solaris
8 1 (0.23%) Unix
8 1 (0.23%) Windows Mobile
8 1 (0.23%) Windows Server 2003
Processes & Methodologies
1 112 (26.23%) Business Intelligence
2 102 (23.89%) Agile Software Development
3 61 (14.29%) E-Commerce
4 60 (14.05%) Data Analytics
4 60 (14.05%) Visualisation
5 54 (12.65%) Data Modelling
6 52 (12.18%) Data Analysis
7 49 (11.48%) Data Visualisation
8 46 (10.77%) ETL
9 43 (10.07%) SEO
10 40 (9.37%) Digital Marketing
11 37 (8.67%) Data Management
12 36 (8.43%) Collaborative Working
13 35 (8.20%) Mathematics
13 35 (8.20%) Wireframes
14 32 (7.49%) DevOps
15 30 (7.03%) Software Engineering
16 29 (6.79%) Machine Learning
16 29 (6.79%) Stakeholder Engagement
17 26 (6.09%) Web Analytics
Programming Languages
1 127 (29.74%) SQL
2 45 (10.54%) Python
3 40 (9.37%) Java
4 38 (8.90%) R
5 32 (7.49%) JavaScript
6 24 (5.62%) C#
7 18 (4.22%) Ruby
7 18 (4.22%) VBA
8 16 (3.75%) PHP
9 13 (3.04%) MATLAB
10 12 (2.81%) VB
11 6 (1.41%) T-SQL
12 5 (1.17%) PowerShell
13 4 (0.94%) C
14 3 (0.70%) Bash Shell
14 3 (0.70%) PL/SQL
15 2 (0.47%) C++
15 2 (0.47%) Data Analysis Expressions (DAX)
15 2 (0.47%) ES6
16 1 (0.23%) Go
Qualifications
1 62 (14.52%) Degree
2 8 (1.87%) PhD
3 7 (1.64%) Computer Science Degree
3 7 (1.64%) Numerate Degree
3 7 (1.64%) Postgraduate
4 3 (0.70%) SC Cleared
4 3 (0.70%) Security Cleared
5 2 (0.47%) Master's Degree
6 1 (0.23%) CCNA
6 1 (0.23%) Cisco Certification
6 1 (0.23%) MCSE
6 1 (0.23%) Microsoft Certification
Quality Assurance & Compliance
1 15 (3.51%) QA
2 14 (3.28%) SLA
3 11 (2.58%) Data Quality
4 7 (1.64%) PMO
5 6 (1.41%) ISO/IEC 27001
6 2 (0.47%) GDPR
7 1 (0.23%) Actionable Recommendations
7 1 (0.23%) Cyber Essentials
7 1 (0.23%) PCI DSS
System Software
1 20 (4.68%) Docker
2 9 (2.11%) Active Directory
3 4 (0.94%) VMware Infrastructure
4 3 (0.70%) Samba
Systems Management
1 17 (3.98%) Puppet
2 14 (3.28%) rkt
3 3 (0.70%) Ansible
3 3 (0.70%) Kubernetes
3 3 (0.70%) Systems Management Server (SMS)
4 1 (0.23%) FortiGate
4 1 (0.23%) Grafana
4 1 (0.23%) Microsoft Intune
4 1 (0.23%) SCCM
Vendors
1 81 (18.97%) Google
2 69 (16.16%) Microsoft
3 47 (11.01%) Tableau
4 41 (9.60%) Adobe
5 21 (4.92%) Apple
5 21 (4.92%) Oracle
6 20 (4.68%) SAP
7 16 (3.75%) Twitter
7 16 (3.75%) Xerox
8 14 (3.28%) Cognos
8 14 (3.28%) Facebook
9 13 (3.04%) Alteryx
10 11 (2.58%) Omniture
11 10 (2.34%) Dell
12 8 (1.87%) DoubleClick
12 8 (1.87%) IBM
12 8 (1.87%) Talend
13 5 (1.17%) Red Hat
13 5 (1.17%) Sybase
14 4 (0.94%) VMware