Period
to 20 October 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > West Yorkshire
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 64 64 86
Rank change year-on-year 0 +22 +45
Permanent jobs citing Analytics 210 270 258
As % of all permanent IT jobs advertised in West Yorkshire 3.87% 4.13% 3.34%
As % of the Processes & Methodologies category 4.21% 4.41% 3.59%
Number of salaries quoted 210 215 208
West Yorkshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +38.46%
10th Percentile £31,475 £30,000 £26,000
90th Percentile £72,500 £75,000 £72,500
Yorkshire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% +21.43%

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 4,984 6,124 7,194
As % of all permanent IT jobs advertised in West Yorkshire 91.75% 93.78% 93.22%
Number of salaries quoted 4,121 5,175 6,090
West Yorkshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,250 £26,750 £26,250
90th Percentile £62,500 £61,550 £63,750
Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 October 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 20 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
Leeds -2 179 £50,000 +8.70% 30
Bradford +22 11 £47,500 -13.64% 5
Halifax +3 10 £50,000 +11.11% 1
Huddersfield -2 2 £37,500 -25.00%
Wakefield -6 2 £36,250 - 1
Keighley +2 1 £50,000 +100.00% 1
Pontefract - 1 £35,000 - 2
Ilkley - 1 £23,000 - 2
Analytics
Yorkshire

For the 6 months to 20 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 West Yorkshire region with a requirement for Analytics.

1 77 (36.67%) Data Analytics
2 76 (36.19%) Agile Software Development
3 75 (35.71%) SQL
4 50 (23.81%) Finance
5 48 (22.86%) Business Intelligence
6 46 (21.90%) Degree
7 43 (20.48%) JavaScript
8 40 (19.05%) HTML
9 37 (17.62%) Scrum
9 37 (17.62%) Git (software)
9 37 (17.62%) Microsoft Azure
10 35 (16.67%) Analytical Skills
11 34 (16.19%) CSS
12 33 (15.71%) Python
12 33 (15.71%) User Experience
13 30 (14.29%) SAS
13 30 (14.29%) Google
14 29 (13.81%) E-Commerce
14 29 (13.81%) SQL Server
15 27 (12.86%) Data Warehouse
15 27 (12.86%) DevOps
15 27 (12.86%) Visualisation
15 27 (12.86%) R
16 26 (12.38%) Microsoft Excel
16 26 (12.38%) Stakeholder Management
17 25 (11.90%) Google Analytics
17 25 (11.90%) Visual Studio Team System
18 23 (10.95%) Marketing
19 22 (10.48%) Microsoft
19 22 (10.48%) C#

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 (14.29%) SAS
2 14 (6.67%) SharePoint
3 8 (3.81%) WordPress
4 4 (1.90%) WebSphere
5 2 (0.95%) Apache Pig
5 2 (0.95%) Apache Spark
6 1 (0.48%) Apache
6 1 (0.48%) CMS
6 1 (0.48%) Kentico
6 1 (0.48%) Marvel
6 1 (0.48%) Tomcat
6 1 (0.48%) WildFly
Applications
1 26 (12.38%) Microsoft Excel
2 17 (8.10%) Photoshop
3 10 (4.76%) Microsoft Office
4 9 (4.29%) GIMP
4 9 (4.29%) Microsoft PowerPoint
5 4 (1.90%) MS Visio
5 4 (1.90%) SPSS
6 2 (0.95%) EViews
7 1 (0.48%) Adobe Creative Suite
7 1 (0.48%) Adobe Illustrator
7 1 (0.48%) InVision
7 1 (0.48%) Spreadsheet
7 1 (0.48%) Weka
Business Applications
1 2 (0.95%) Dynamics AX
2 1 (0.48%) Shopify
Cloud Services
1 37 (17.62%) Microsoft Azure
2 25 (11.90%) Google Analytics
3 13 (6.19%) PaaS
4 12 (5.71%) AdWords
5 9 (4.29%) IaaS
5 9 (4.29%) npm
6 7 (3.33%) Google Tag Manager
6 7 (3.33%) SaaS
7 6 (2.86%) Amazon AWS
8 5 (2.38%) Google Cloud Platform
8 5 (2.38%) Office 365
9 4 (1.90%) Adobe Creative Cloud
10 3 (1.43%) Adobe Analytics
10 3 (1.43%) Amazon Kinesis
11 2 (0.95%) Amazon EMR
11 2 (0.95%) Amazon S3
11 2 (0.95%) Amazon SageMaker
11 2 (0.95%) Azure Data Factory
11 2 (0.95%) Dynamics 365
12 1 (0.48%) Serverless
Communications & Networking
1 21 (10.00%) DNS
2 4 (1.90%) Symposium
3 1 (0.48%) DSL
3 1 (0.48%) Firewall
3 1 (0.48%) Intrusion Detection
3 1 (0.48%) Kerberos
Database & Business Intelligence
1 29 (13.81%) SQL Server
2 27 (12.86%) Data Warehouse
3 22 (10.48%) SQL Server Integration Services
4 21 (10.00%) Power BI
4 21 (10.00%) SQL Server Reporting Services
5 20 (9.52%) SQL Server Analysis Services
6 19 (9.05%) Azure SQL Database
7 16 (7.62%) Big Data
8 13 (6.19%) Base SAS
8 13 (6.19%) QlikView
9 9 (4.29%) MySQL
9 9 (4.29%) SAS Enterprise Guide
10 6 (2.86%) Data Lake
10 6 (2.86%) MongoDB
10 6 (2.86%) NoSQL
10 6 (2.86%) Riak
11 5 (2.38%) BigQuery
11 5 (2.38%) PowerPivot
11 5 (2.38%) SAS Enterprise Miner
12 4 (1.90%) Amazon RDS
Development Applications
1 37 (17.62%) Git (software)
2 25 (11.90%) Visual Studio Team System
3 15 (7.14%) Jenkins
4 12 (5.71%) Visual Studio
5 9 (4.29%) gulp
5 9 (4.29%) JIRA
6 8 (3.81%) Atlassian Bamboo
6 8 (3.81%) Subversion
6 8 (3.81%) TeamCity
7 7 (3.33%) SonarQube
8 3 (1.43%) SQL Server Management Studio (SSMS)
9 1 (0.48%) Axure RP
9 1 (0.48%) Visual Website Optimizer
General
1 50 (23.81%) Finance
2 23 (10.95%) Marketing
3 11 (5.24%) Retail
4 6 (2.86%) Games
5 5 (2.38%) Banking
6 4 (1.90%) Pharmaceutical
6 4 (1.90%) Telecoms
7 3 (1.43%) Multimedia
7 3 (1.43%) Retail Banking
8 1 (0.48%) Advertising
Job Titles
1 59 (28.10%) Analyst
1 59 (28.10%) Developer
2 23 (10.95%) Senior Analyst
3 21 (10.00%) Architect
3 21 (10.00%) Platform Engineer
4 15 (7.14%) Data Analyst
5 11 (5.24%) DevOps Engineer
5 11 (5.24%) Front End Developer (Client-Side Developer)
5 11 (5.24%) Senior Developer
6 10 (4.76%) Business Analyst
6 10 (4.76%) Business Intelligence Developer
6 10 (4.76%) Insight Analyst
7 8 (3.81%) Consultant
7 8 (3.81%) DevOps Architect
7 8 (3.81%) Infrastructure Engineer
7 8 (3.81%) PowerShell Engineer
7 8 (3.81%) Windows Engineer
7 8 (3.81%) Windows Infrastructure Engineer
8 7 (3.33%) Python Developer
9 6 (2.86%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 40 (19.05%) HTML
2 34 (16.19%) CSS
3 22 (10.48%) AngularJS
4 16 (7.62%) .NET
4 16 (7.62%) HTML5
4 16 (7.62%) Twitter Bootstrap
5 15 (7.14%) CSS3
5 15 (7.14%) Node.js
6 12 (5.71%) jQuery
6 12 (5.71%) React
7 11 (5.24%) LESS
8 10 (4.76%) Sass
9 9 (4.29%) Ajax
9 9 (4.29%) Razor View Engine
10 6 (2.86%) ASP.NET
10 6 (2.86%) Web Services
10 6 (2.86%) XML
10 6 (2.86%) Zend Framework
11 4 (1.90%) MDX
12 3 (1.43%) ADO.NET
Miscellaneous
1 35 (16.67%) Analytical Skills
2 33 (15.71%) User Experience
3 10 (4.76%) Computer Science
4 9 (4.29%) Cloud Native
5 7 (3.33%) Self-Motivation
5 7 (3.33%) Tandem
6 6 (2.86%) Credit Risk
6 6 (2.86%) Management Information System
6 6 (2.86%) Social Media
7 4 (1.90%) Biotechnology
7 4 (1.90%) Video Conferencing
8 3 (1.43%) Algorithms
8 3 (1.43%) Mobile App
9 1 (0.48%) Analytical Mindset
9 1 (0.48%) Data Structures
9 1 (0.48%) Enterprise Cloud
9 1 (0.48%) Fintech
9 1 (0.48%) Greenfield Project
9 1 (0.48%) PMI
9 1 (0.48%) Public Cloud
Operating Systems
1 13 (6.19%) Windows
2 8 (3.81%) Linux
3 2 (0.95%) Unix
3 2 (0.95%) Windows 10
4 1 (0.48%) Android
4 1 (0.48%) Apple iOS
4 1 (0.48%) CentOS
4 1 (0.48%) Ubuntu
Processes & Methodologies
1 77 (36.67%) Data Analytics
2 76 (36.19%) Agile Software Development
3 48 (22.86%) Business Intelligence
4 37 (17.62%) Scrum
5 29 (13.81%) E-Commerce
6 27 (12.86%) DevOps
6 27 (12.86%) Visualisation
7 26 (12.38%) Stakeholder Management
8 21 (10.00%) ETL
8 21 (10.00%) Mentoring
8 21 (10.00%) Problem-Solving
9 20 (9.52%) Configuration Management
9 20 (9.52%) Data Visualisation
10 19 (9.05%) Data Science
10 19 (9.05%) Predictive Modelling
11 17 (8.10%) MVC
12 16 (7.62%) Continuous Integration
12 16 (7.62%) Data Management
12 16 (7.62%) Data Modelling
12 16 (7.62%) Mathematics
Programming Languages
1 75 (35.71%) SQL
2 43 (20.48%) JavaScript
3 33 (15.71%) Python
4 27 (12.86%) R
5 22 (10.48%) C#
6 20 (9.52%) PHP
7 17 (8.10%) PowerShell
7 17 (8.10%) T-SQL
8 14 (6.67%) VBA
9 10 (4.76%) Java
10 8 (3.81%) MATLAB
11 7 (3.33%) C
11 7 (3.33%) PHP 5
11 7 (3.33%) VB
11 7 (3.33%) VB.NET
11 7 (3.33%) VB6
12 4 (1.90%) Data Analysis Expressions (DAX)
12 4 (1.90%) Scala
13 2 (0.95%) C++
13 2 (0.95%) Ruby
Qualifications
1 46 (21.90%) Degree
2 7 (3.33%) Computer Science Degree
3 2 (0.95%) AWS Certification
3 2 (0.95%) CISM
3 2 (0.95%) CISSP
3 2 (0.95%) Postgraduate
3 2 (0.95%) TOGAF Certification
4 1 (0.48%) CESG Certified Professional
4 1 (0.48%) CISA
4 1 (0.48%) GSLC
4 1 (0.48%) ITIL Foundation Certificate
4 1 (0.48%) MCSE
4 1 (0.48%) Microsoft Certification
4 1 (0.48%) Numerate Degree
4 1 (0.48%) PMI Certification
4 1 (0.48%) SC Cleared
4 1 (0.48%) Security Cleared
Quality Assurance & Compliance
1 18 (8.57%) Data Quality
2 7 (3.33%) ISO/IEC 27001
3 5 (2.38%) Cyber Essentials
4 4 (1.90%) SLA
5 3 (1.43%) GDPR
5 3 (1.43%) QA
6 2 (0.95%) PMO
6 2 (0.95%) Sarbanes-Oxley
7 1 (0.48%) COBIT
7 1 (0.48%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 11 (5.24%) Docker
2 2 (0.95%) Active Directory
2 2 (0.95%) HDFS
Systems Management
1 20 (9.52%) Ansible
1 20 (9.52%) Puppet
2 19 (9.05%) Opscode Chef
3 13 (6.19%) Mesos
4 11 (5.24%) Docker Swarm
5 2 (0.95%) Microsoft Intune
5 2 (0.95%) Oozie
6 1 (0.48%) SCCM
6 1 (0.48%) Xymon
6 1 (0.48%) ZABBIX
Vendors
1 30 (14.29%) Google
2 22 (10.48%) Microsoft
3 18 (8.57%) Tableau
4 16 (7.62%) Atlassian
5 12 (5.71%) SAP
6 10 (4.76%) Adobe
7 9 (4.29%) Cognos
7 9 (4.29%) Xamarin
8 8 (3.81%) Salesforce.com
8 8 (3.81%) Zend
9 7 (3.33%) Informatica
9 7 (3.33%) MuleSoft
9 7 (3.33%) Oracle
10 6 (2.86%) IBM
11 5 (2.38%) Apple
12 4 (1.90%) Nintex
13 3 (1.43%) Screaming Frog
13 3 (1.43%) Twitter
14 2 (0.95%) Monetate
14 2 (0.95%) OutSystems