Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > West Yorkshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 57 57 84
Rank change year-on-year 0 +27 +38
Permanent jobs citing Analytics 218 284 249
As % of all permanent IT jobs advertised in West Yorkshire 4.23% 4.18% 3.29%
As % of the Processes & Methodologies category 4.61% 4.49% 3.53%
Number of salaries quoted 229 238 205
West Yorkshire median annual salary £49,248 £40,000 £45,000
Median salary % change year-on-year +23.12% -11.11% +38.46%
10th Percentile £32,500 £28,750 £26,000
90th Percentile £72,500 £70,000 £72,500
Yorkshire median annual salary £48,000 £40,000 £45,000
% change year-on-year +20.00% -11.11% +38.46%

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 4,729 6,328 7,050
As % of all permanent IT jobs advertised in West Yorkshire 91.81% 93.17% 93.02%
Number of salaries quoted 3,927 5,348 6,019
West Yorkshire median annual salary £44,000 £42,500 £42,500
Median salary % change year-on-year +3.53% - -
10th Percentile £26,490 £27,500 £26,250
90th Percentile £62,500 £61,250 £63,750
Yorkshire median annual salary £42,993 £42,500 £40,500
% change year-on-year +1.16% +4.94% +1.25%

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 12 December 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 12 December 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 -8 175 £50,000 +17.65% 36
Bradford +35 18 £42,500 +41.67% 5
Halifax +1 8 £62,500 +38.89% 2
Wakefield +3 7 £38,000 - 2
Ilkley - 2 £35,000 -
Keighley - 2 £50,000 -
Huddersfield -8 1 £50,000 +66.67% 1
Pontefract - 1 £35,000 -
Analytics
Yorkshire

For the 6 months to 12 December 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 86 (39.45%) Agile Software Development
2 85 (38.99%) SQL
3 82 (37.61%) Data Analytics
4 53 (24.31%) Finance
5 49 (22.48%) JavaScript
6 48 (22.02%) Business Intelligence
6 48 (22.02%) Git (software)
7 46 (21.10%) User Experience
8 44 (20.18%) Microsoft Azure
9 43 (19.72%) HTML
10 42 (19.27%) E-Commerce
10 42 (19.27%) Degree
11 41 (18.81%) Python
11 41 (18.81%) CSS
12 37 (16.97%) Scrum
13 35 (16.06%) DevOps
14 34 (15.60%) Google
15 33 (15.14%) Google Analytics
15 33 (15.14%) C#
15 33 (15.14%) Analytical Skills
16 31 (14.22%) SQL Server
16 31 (14.22%) Data Warehouse
17 30 (13.76%) Data Science
18 28 (12.84%) MVC
18 28 (12.84%) R
19 27 (12.39%) Twitter Bootstrap
19 27 (12.39%) PHP
20 26 (11.93%) Tableau
20 26 (11.93%) HTML5
21 25 (11.47%) Visual Studio Team System

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 25 (11.47%) SAS
2 12 (5.50%) SharePoint
3 11 (5.05%) WordPress
4 3 (1.38%) Apache Spark
4 3 (1.38%) CMS
4 3 (1.38%) WebSphere
5 2 (0.92%) Kentico
6 1 (0.46%) Apache Pig
6 1 (0.46%) Confluence
6 1 (0.46%) Marvel
6 1 (0.46%) MS Exchange
Applications
1 23 (10.55%) Photoshop
2 22 (10.09%) Microsoft Excel
3 10 (4.59%) GIMP
4 7 (3.21%) Microsoft Office
5 6 (2.75%) Adobe Illustrator
5 6 (2.75%) Microsoft PowerPoint
6 4 (1.83%) InVision
7 3 (1.38%) MS Visio
8 2 (0.92%) UXPin
9 1 (0.46%) Adobe Creative Suite
9 1 (0.46%) SPSS
9 1 (0.46%) Weka
Business Applications
1 5 (2.29%) Dynamics AX
2 2 (0.92%) Shopify
3 1 (0.46%) Dynamics CRM
Cloud Services
1 44 (20.18%) Microsoft Azure
2 33 (15.14%) Google Analytics
3 18 (8.26%) AdWords
4 11 (5.05%) Amazon AWS
4 11 (5.05%) PaaS
5 10 (4.59%) npm
6 8 (3.67%) IaaS
7 6 (2.75%) Amazon Kinesis
7 6 (2.75%) Office 365
7 6 (2.75%) SaaS
8 5 (2.29%) Amazon SageMaker
9 4 (1.83%) Adobe Analytics
10 2 (0.92%) Adobe Creative Cloud
10 2 (0.92%) Azure Data Factory
10 2 (0.92%) Force.com
10 2 (0.92%) GitHub
10 2 (0.92%) Google Tag Manager
11 1 (0.46%) Amazon EMR
11 1 (0.46%) Google Cloud Platform
11 1 (0.46%) NuGet
Communications & Networking
1 21 (9.63%) DNS
2 2 (0.92%) Firewall
3 1 (0.46%) Internet
3 1 (0.46%) Intrusion Detection
3 1 (0.46%) Symposium
Database & Business Intelligence
1 31 (14.22%) Data Warehouse
1 31 (14.22%) SQL Server
2 25 (11.47%) Power BI
2 25 (11.47%) SQL Server Integration Services
3 22 (10.09%) Azure SQL Database
4 20 (9.17%) SQL Server Reporting Services
5 19 (8.72%) SQL Server Analysis Services
6 17 (7.80%) Big Data
7 16 (7.34%) MySQL
8 10 (4.59%) Data Lake
8 10 (4.59%) QlikView
9 9 (4.13%) Base SAS
10 8 (3.67%) MongoDB
10 8 (3.67%) SAS Enterprise Guide
11 7 (3.21%) NoSQL
12 6 (2.75%) Amazon RDS
12 6 (2.75%) Amazon Redshift
13 5 (2.29%) Pentaho
13 5 (2.29%) SAP Data Services
13 5 (2.29%) SAS Enterprise Miner
Development Applications
1 48 (22.02%) Git (software)
2 25 (11.47%) Visual Studio Team System
3 20 (9.17%) Jenkins
4 16 (7.34%) Subversion
5 15 (6.88%) Visual Studio
6 11 (5.05%) JIRA
7 10 (4.59%) gulp
8 9 (4.13%) TeamCity
9 8 (3.67%) Atlassian Bamboo
10 7 (3.21%) SonarQube
11 4 (1.83%) Octopus Deploy
12 3 (1.38%) Axure RP
12 3 (1.38%) SpecFlow
12 3 (1.38%) SQL Server Management Studio (SSMS)
13 2 (0.92%) Balsamiq Mockups
13 2 (0.92%) Selenium
14 1 (0.46%) HP UFT
14 1 (0.46%) JMeter
14 1 (0.46%) LoadRunner
14 1 (0.46%) Moq
General
1 53 (24.31%) Finance
2 18 (8.26%) Marketing
3 15 (6.88%) Retail
4 7 (3.21%) Games
5 4 (1.83%) Telecoms
6 3 (1.38%) Banking
6 3 (1.38%) Multimedia
7 2 (0.92%) Legal
8 1 (0.46%) Advertising
8 1 (0.46%) Billing
8 1 (0.46%) Military
8 1 (0.46%) Pharmaceutical
8 1 (0.46%) Retail Banking
Job Titles
1 68 (31.19%) Developer
2 44 (20.18%) Analyst
3 25 (11.47%) Platform Engineer
4 22 (10.09%) Data Analyst
5 20 (9.17%) Front End Developer (Client-Side Developer)
6 17 (7.80%) Senior Analyst
7 16 (7.34%) Architect
7 16 (7.34%) DevOps Engineer
7 16 (7.34%) Senior Developer
8 10 (4.59%) Senior Data Analyst
9 8 (3.67%) Business Intelligence Developer
9 8 (3.67%) Designer
9 8 (3.67%) DevOps Architect
9 8 (3.67%) Infrastructure Engineer
9 8 (3.67%) PowerShell Engineer
9 8 (3.67%) Windows Engineer
9 8 (3.67%) Windows Infrastructure Engineer
10 7 (3.21%) Data Scientist
11 6 (2.75%) Campaign Manager
11 6 (2.75%) Digital Account Manager
Libraries, Frameworks & Software Standards
1 43 (19.72%) HTML
2 41 (18.81%) CSS
3 27 (12.39%) Twitter Bootstrap
4 26 (11.93%) HTML5
5 24 (11.01%) AngularJS
5 24 (11.01%) CSS3
5 24 (11.01%) Node.js
6 22 (10.09%) .NET
7 20 (9.17%) jQuery
7 20 (9.17%) LESS
7 20 (9.17%) React
8 13 (5.96%) Sass
9 10 (4.59%) Ajax
9 10 (4.59%) ASP.NET
9 10 (4.59%) Razor View Engine
9 10 (4.59%) Vue.js
10 9 (4.13%) Web Services
11 7 (3.21%) Zend Framework
12 4 (1.83%) Elastic Stack
13 3 (1.38%) ADO.NET
Miscellaneous
1 46 (21.10%) User Experience
2 33 (15.14%) Analytical Skills
3 9 (4.13%) Cloud Native
3 9 (4.13%) Social Media
4 7 (3.21%) Data Structures
4 7 (3.21%) e-Learning
5 5 (2.29%) Management Information System
6 4 (1.83%) Algorithms
7 3 (1.38%) Augmented Reality
7 3 (1.38%) Credit Risk
7 3 (1.38%) Mobile App
7 3 (1.38%) NHS
7 3 (1.38%) Self-Motivation
7 3 (1.38%) Tandem
7 3 (1.38%) Video Conferencing
8 2 (0.92%) Analytical Mindset
8 2 (0.92%) Greenfield Project
9 1 (0.46%) Biotechnology
9 1 (0.46%) Enterprise Cloud
9 1 (0.46%) Internet of Things
Operating Systems
1 17 (7.80%) Windows
2 12 (5.50%) Linux
3 4 (1.83%) Unix
4 2 (0.92%) Android
4 2 (0.92%) Apple iOS
4 2 (0.92%) Windows 10
5 1 (0.46%) Windows 7
5 1 (0.46%) Windows 8
5 1 (0.46%) Windows Server
Processes & Methodologies
1 86 (39.45%) Agile Software Development
2 82 (37.61%) Data Analytics
3 48 (22.02%) Business Intelligence
4 42 (19.27%) E-Commerce
5 37 (16.97%) Scrum
6 35 (16.06%) DevOps
7 30 (13.76%) Data Science
8 28 (12.84%) MVC
9 25 (11.47%) Configuration Management
10 22 (10.09%) Coaching
10 22 (10.09%) ETL
10 22 (10.09%) Stakeholder Management
11 20 (9.17%) Mathematics
11 20 (9.17%) Mentoring
12 19 (8.72%) Data Analysis
13 18 (8.26%) Continuous Integration
14 17 (7.80%) Data Management
14 17 (7.80%) Front End Development
14 17 (7.80%) Visualisation
15 16 (7.34%) Data Modelling
Programming Languages
1 85 (38.99%) SQL
2 49 (22.48%) JavaScript
3 41 (18.81%) Python
4 33 (15.14%) C#
5 28 (12.84%) R
6 27 (12.39%) PHP
7 20 (9.17%) PowerShell
8 18 (8.26%) T-SQL
9 12 (5.50%) VBA
10 11 (5.05%) Java
10 11 (5.05%) PHP 5
11 9 (4.13%) Scala
12 7 (3.21%) VB
12 7 (3.21%) VB.NET
12 7 (3.21%) VB6
13 5 (2.29%) MATLAB
13 5 (2.29%) Ruby
14 4 (1.83%) Bash Shell
14 4 (1.83%) Shell Script
15 3 (1.38%) Data Analysis Expressions (DAX)
Qualifications
1 42 (19.27%) Degree
2 7 (3.21%) Numerate Degree
3 6 (2.75%) Computer Science Degree
4 5 (2.29%) AWS Certification
5 4 (1.83%) ITIL Certification
6 2 (0.92%) TOGAF Certification
7 1 (0.46%) A+ Certification
7 1 (0.46%) CISM
7 1 (0.46%) CISSP
7 1 (0.46%) MCDST
7 1 (0.46%) Microsoft Certification
7 1 (0.46%) PMI Certification
Quality Assurance & Compliance
1 20 (9.17%) Data Quality
2 15 (6.88%) QA
3 5 (2.29%) ISO/IEC 27001
4 4 (1.83%) SLA
5 3 (1.38%) Cyber Essentials
6 2 (0.92%) IFRS
6 2 (0.92%) IFRS 9
6 2 (0.92%) Sarbanes-Oxley
7 1 (0.46%) WCAG
System Software
1 13 (5.96%) Docker
2 3 (1.38%) Active Directory
2 3 (1.38%) HDFS
3 2 (0.92%) Apache Flume
4 1 (0.46%) Hyper-V
4 1 (0.46%) VMware Infrastructure
Systems Management
1 25 (11.47%) Ansible
1 25 (11.47%) Puppet
2 21 (9.63%) Opscode Chef
3 15 (6.88%) Mesos
4 13 (5.96%) Docker Swarm
5 4 (1.83%) Nagios
6 3 (1.38%) Oozie
7 2 (0.92%) Microsoft Intune
8 1 (0.46%) Nessus
Vendors
1 34 (15.60%) Google
2 26 (11.93%) Tableau
3 23 (10.55%) Microsoft
4 16 (7.34%) Atlassian
4 16 (7.34%) Zend
5 12 (5.50%) SAP
6 11 (5.05%) MuleSoft
7 10 (4.59%) Salesforce.com
7 10 (4.59%) Xamarin
8 9 (4.13%) Adobe
8 9 (4.13%) Cognos
8 9 (4.13%) Oracle
9 7 (3.21%) Informatica
10 5 (2.29%) IBM
11 4 (1.83%) Apple
11 4 (1.83%) Splunk
12 3 (1.38%) Nintex
13 2 (0.92%) Cloudera
13 2 (0.92%) Hortonworks
13 2 (0.92%) ServiceNow