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

Analytics
England > Yorkshire
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 71 63 104
Rank change year-on-year -8 +41 +23
Permanent jobs citing Analytics 310 389 314
As % of all permanent IT jobs advertised in Yorkshire 3.72% 4.09% 2.79%
As % of the Processes & Methodologies category 4.06% 4.43% 3.04%
Number of salaries quoted 284 310 255
Yorkshire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +21.43%
10th Percentile £30,000 £28,000 £25,600
90th Percentile £72,500 £71,375 £72,500
England median annual salary £55,000 £55,000 £55,000

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 7,634 8,783 10,315
As % of all permanent IT jobs advertised in Yorkshire 91.71% 92.35% 91.68%
Number of salaries quoted 6,238 7,367 8,604
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £26,250 £26,250 £26,000
90th Percentile £62,500 £61,250 £62,500
England median annual salary £52,225 £50,000 £50,000
% change year-on-year +4.45% - +5.26%

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 October 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 21 October 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 -1 210 £50,000 +11.11% 52
South Yorkshire +19 71 £40,000 -20.00% 12
North Yorkshire -41 14 £42,500 +6.25% 12
East Yorkshire -1 2 £32,500 -18.75% 1
Analytics
England

For the 6 months to 21 October 2018, IT jobs citing Analytics 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 Analytics.

1 103 (33.23%) Agile Software Development
1 103 (33.23%) Data Analytics
2 99 (31.94%) SQL
3 84 (27.10%) Finance
4 75 (24.19%) Business Intelligence
5 62 (20.00%) JavaScript
5 62 (20.00%) Degree
6 60 (19.35%) Analytical Skills
7 54 (17.42%) HTML
8 48 (15.48%) Python
9 46 (14.84%) Microsoft Excel
10 44 (14.19%) CSS
11 41 (13.23%) Data Warehouse
11 41 (13.23%) E-Commerce
11 41 (13.23%) Google
11 41 (13.23%) DevOps
11 41 (13.23%) Problem-Solving
12 39 (12.58%) Visualisation
12 39 (12.58%) SQL Server
12 39 (12.58%) Scrum
13 38 (12.26%) Microsoft Azure
13 38 (12.26%) Git (software)
13 38 (12.26%) User Experience
14 37 (11.94%) Mentoring
14 37 (11.94%) SAS
15 36 (11.61%) Microsoft
15 36 (11.61%) Marketing
15 36 (11.61%) AngularJS
16 34 (10.97%) R
16 34 (10.97%) Google Analytics

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 37 (11.94%) SAS
2 14 (4.52%) SharePoint
3 9 (2.90%) WordPress
4 8 (2.58%) Apache Spark
5 5 (1.61%) WebSphere
6 4 (1.29%) Apache Pig
7 3 (0.97%) Elasticsearch
8 2 (0.65%) Apache
8 2 (0.65%) CMS
8 2 (0.65%) Tomcat
9 1 (0.32%) Apache Solr
9 1 (0.32%) IBM Notes
9 1 (0.32%) Kentico
9 1 (0.32%) Marvel
9 1 (0.32%) WebLogic
9 1 (0.32%) WebSphere Application Server
9 1 (0.32%) WildFly
Applications
1 46 (14.84%) Microsoft Excel
2 17 (5.48%) Microsoft Office
2 17 (5.48%) Microsoft PowerPoint
2 17 (5.48%) Photoshop
3 9 (2.90%) GIMP
4 5 (1.61%) MS Visio
4 5 (1.61%) SPSS
5 2 (0.65%) EViews
5 2 (0.65%) InVision
6 1 (0.32%) Adobe Creative Suite
6 1 (0.32%) Adobe Illustrator
6 1 (0.32%) Spreadsheet
6 1 (0.32%) Weka
Business Applications
1 4 (1.29%) Shopify
2 3 (0.97%) Magento
3 2 (0.65%) Dynamics AX
4 1 (0.32%) Epicor Tropos
4 1 (0.32%) Infor LN
4 1 (0.32%) NetSuite
4 1 (0.32%) SAP ERP
Cloud Services
1 38 (12.26%) Microsoft Azure
2 34 (10.97%) Google Analytics
3 14 (4.52%) Amazon AWS
4 13 (4.19%) PaaS
5 12 (3.87%) AdWords
6 9 (2.90%) IaaS
6 9 (2.90%) npm
7 7 (2.26%) Google Tag Manager
7 7 (2.26%) Office 365
7 7 (2.26%) SaaS
8 6 (1.94%) Google Cloud Platform
9 4 (1.29%) Adobe Creative Cloud
10 3 (0.97%) Adobe Analytics
10 3 (0.97%) Amazon Kinesis
10 3 (0.97%) Cloud Computing
11 2 (0.65%) Amazon EC2
11 2 (0.65%) Amazon EMR
11 2 (0.65%) Amazon S3
11 2 (0.65%) Azure Data Factory
11 2 (0.65%) Dynamics 365
Communications & Networking
1 22 (7.10%) DNS
2 6 (1.94%) Symposium
3 5 (1.61%) Firewall
4 3 (0.97%) Intrusion Detection
5 1 (0.32%) DSL
5 1 (0.32%) Extranet
5 1 (0.32%) HTTP
5 1 (0.32%) Kerberos
5 1 (0.32%) SMTP
Database & Business Intelligence
1 41 (13.23%) Data Warehouse
2 39 (12.58%) SQL Server
3 30 (9.68%) SQL Server Integration Services
4 29 (9.35%) SQL Server Reporting Services
5 28 (9.03%) SQL Server Analysis Services
6 27 (8.71%) QlikView
7 25 (8.06%) Power BI
8 19 (6.13%) Azure SQL Database
8 19 (6.13%) Big Data
8 19 (6.13%) MySQL
9 15 (4.84%) Base SAS
10 12 (3.87%) SAP BW
11 10 (3.23%) Hadoop
11 10 (3.23%) NoSQL
12 9 (2.90%) SAS Enterprise Guide
13 7 (2.26%) Data Lake
13 7 (2.26%) MongoDB
14 6 (1.94%) BusinessObjects
14 6 (1.94%) Riak
15 5 (1.61%) BigQuery
Development Applications
1 38 (12.26%) Git (software)
2 25 (8.06%) Visual Studio Team System
3 16 (5.16%) Jenkins
4 12 (3.87%) Visual Studio
5 10 (3.23%) JIRA
6 9 (2.90%) gulp
6 9 (2.90%) TeamCity
7 8 (2.58%) Atlassian Bamboo
7 8 (2.58%) Subversion
8 7 (2.26%) SonarQube
9 3 (0.97%) SQL Server Management Studio (SSMS)
10 2 (0.65%) Axure RP
11 1 (0.32%) Grunt
11 1 (0.32%) Visual Website Optimizer
General
1 84 (27.10%) Finance
2 36 (11.61%) Marketing
3 23 (7.42%) Retail
4 17 (5.48%) Banking
5 15 (4.84%) Games
6 6 (1.94%) Pharmaceutical
7 5 (1.61%) Law
8 4 (1.29%) Military
8 4 (1.29%) Telecoms
9 3 (0.97%) Manufacturing
9 3 (0.97%) Multimedia
9 3 (0.97%) Retail Banking
10 2 (0.65%) Back Office
11 1 (0.32%) Advertising
11 1 (0.32%) Front Office
11 1 (0.32%) Investment Banking
11 1 (0.32%) Legal
Job Titles
1 90 (29.03%) Analyst
2 87 (28.06%) Developer
3 31 (10.00%) Senior Developer
4 28 (9.03%) Senior Analyst
5 27 (8.71%) Data Analyst
6 25 (8.06%) Architect
7 21 (6.77%) Platform Engineer
8 15 (4.84%) Business Analyst
9 13 (4.19%) Business Intelligence Developer
9 13 (4.19%) Consultant
10 12 (3.87%) DevOps Engineer
11 11 (3.55%) Front End Developer (Client-Side Developer)
12 10 (3.23%) Insight Analyst
12 10 (3.23%) Software Developer
13 9 (2.90%) Administrator
13 9 (2.90%) JavaScript Developer
13 9 (2.90%) Senior Software Developer
14 8 (2.58%) Senior Data Analyst
14 8 (2.58%) Windows Engineer
14 8 (2.58%) Windows Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 54 (17.42%) HTML
2 44 (14.19%) CSS
3 36 (11.61%) AngularJS
4 26 (8.39%) .NET
5 25 (8.06%) Node.js
6 22 (7.10%) jQuery
6 22 (7.10%) React
7 20 (6.45%) Sass
8 16 (5.16%) HTML5
8 16 (5.16%) Twitter Bootstrap
9 15 (4.84%) CSS3
10 11 (3.55%) LESS
11 9 (2.90%) Ajax
11 9 (2.90%) Razor View Engine
11 9 (2.90%) Web Services
12 8 (2.58%) React Native
13 7 (2.26%) ASP.NET
13 7 (2.26%) Django
14 6 (1.94%) XML
14 6 (1.94%) Zend Framework
Miscellaneous
1 60 (19.35%) Analytical Skills
2 38 (12.26%) User Experience
3 14 (4.52%) Computer Science
3 14 (4.52%) Management Information System
4 12 (3.87%) Cloud Native
5 10 (3.23%) Data Structures
6 9 (2.90%) Mobile App
7 8 (2.58%) Self-Motivation
8 7 (2.26%) Tandem
9 6 (1.94%) Biotechnology
9 6 (1.94%) Credit Risk
9 6 (1.94%) Social Media
10 5 (1.61%) Algorithms
11 4 (1.29%) Video Conferencing
12 2 (0.65%) Analytical Mindset
12 2 (0.65%) Greenfield Project
12 2 (0.65%) Public Cloud
13 1 (0.32%) Enterprise Cloud
13 1 (0.32%) Fintech
13 1 (0.32%) Learning Management System
Operating Systems
1 19 (6.13%) Linux
2 16 (5.16%) Windows
3 11 (3.55%) Unix
4 8 (2.58%) Android
4 8 (2.58%) Apple iOS
5 2 (0.65%) Red Hat Enterprise Linux
5 2 (0.65%) Windows 10
6 1 (0.32%) CentOS
6 1 (0.32%) Ubuntu
6 1 (0.32%) Windows Server
Processes & Methodologies
1 103 (33.23%) Agile Software Development
1 103 (33.23%) Data Analytics
2 75 (24.19%) Business Intelligence
3 41 (13.23%) DevOps
3 41 (13.23%) E-Commerce
3 41 (13.23%) Problem-Solving
4 39 (12.58%) Scrum
4 39 (12.58%) Visualisation
5 37 (11.94%) Mentoring
6 33 (10.65%) Data Modelling
7 32 (10.32%) Coaching
8 31 (10.00%) Data Visualisation
9 28 (9.03%) Data Analysis
9 28 (9.03%) Stakeholder Management
10 27 (8.71%) Data Science
10 27 (8.71%) ETL
11 22 (7.10%) Predictive Modelling
12 21 (6.77%) Statistics
12 21 (6.77%) TDD
13 20 (6.45%) Continuous Integration
Programming Languages
1 99 (31.94%) SQL
2 62 (20.00%) JavaScript
3 48 (15.48%) Python
4 34 (10.97%) R
5 33 (10.65%) C#
6 29 (9.35%) PHP
7 20 (6.45%) T-SQL
8 17 (5.48%) PowerShell
8 17 (5.48%) VBA
9 14 (4.52%) Java
10 12 (3.87%) MATLAB
11 10 (3.23%) C
12 7 (2.26%) PHP 5
12 7 (2.26%) VB
12 7 (2.26%) VB.NET
12 7 (2.26%) VB6
13 6 (1.94%) Scala
14 4 (1.29%) C++
14 4 (1.29%) Data Analysis Expressions (DAX)
14 4 (1.29%) PL/SQL
Qualifications
1 62 (20.00%) Degree
2 9 (2.90%) Computer Science Degree
3 8 (2.58%) CISSP
4 4 (1.29%) CEH
4 4 (1.29%) CISM
5 3 (0.97%) MCSE
5 3 (0.97%) Microsoft Certification
6 2 (0.65%) AWS Certification
6 2 (0.65%) Numerate Degree
6 2 (0.65%) Postgraduate
6 2 (0.65%) TOGAF Certification
6 2 (0.65%) VMware Certified Professional (VCP)
7 1 (0.32%) CESG Certified Professional
7 1 (0.32%) CISA
7 1 (0.32%) GSLC
7 1 (0.32%) ITIL Foundation Certificate
7 1 (0.32%) PMI Certification
7 1 (0.32%) SC Cleared
7 1 (0.32%) Security Cleared
Quality Assurance & Compliance
1 22 (7.10%) Data Quality
2 9 (2.90%) ISO/IEC 27001
3 8 (2.58%) SLA
4 7 (2.26%) QA
5 5 (1.61%) Cyber Essentials
5 5 (1.61%) GDPR
6 2 (0.65%) PMO
6 2 (0.65%) Sarbanes-Oxley
7 1 (0.32%) COBIT
7 1 (0.32%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 12 (3.87%) Docker
2 2 (0.65%) Active Directory
2 2 (0.65%) HDFS
2 2 (0.65%) XenApp
3 1 (0.32%) Firmware
Systems Management
1 21 (6.77%) Ansible
2 20 (6.45%) Puppet
3 19 (6.13%) Opscode Chef
4 13 (4.19%) Mesos
5 11 (3.55%) Docker Swarm
6 4 (1.29%) QRadar
7 3 (0.97%) Hadoop YARN
8 2 (0.65%) Ambari
8 2 (0.65%) Microsoft Intune
8 2 (0.65%) Oozie
9 1 (0.32%) Control-M
9 1 (0.32%) Kubernetes
9 1 (0.32%) SCCM
9 1 (0.32%) Single Sign-On
9 1 (0.32%) Xymon
9 1 (0.32%) ZABBIX
Vendors
1 41 (13.23%) Google
2 36 (11.61%) Microsoft
3 29 (9.35%) SAP
4 24 (7.74%) Tableau
5 19 (6.13%) Cognos
6 16 (5.16%) Atlassian
6 16 (5.16%) IBM
7 14 (4.52%) Oracle
8 11 (3.55%) Adobe
9 9 (2.90%) Informatica
9 9 (2.90%) Salesforce.com
9 9 (2.90%) Xamarin
10 8 (2.58%) Zend
11 7 (2.26%) MuleSoft
12 5 (1.61%) Apple
13 4 (1.29%) LogRhythm
13 4 (1.29%) Nintex
13 4 (1.29%) Splunk
13 4 (1.29%) Xerox
14 3 (0.97%) Screaming Frog