Period
to 16 June 2019

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 16 June 2019 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > West Yorkshire
6 months to
16 Jun 2019
Same period 2018 Same period 2017
Rank 43 80 82
Rank change year-on-year +37 +2 +3
Permanent jobs citing Analytics 238 226 243
As % of all permanent IT jobs advertised in West Yorkshire 5.32% 3.40% 3.44%
As % of the Processes & Methodologies category 5.84% 3.63% 3.69%
Number of salaries quoted 219 162 203
West Yorkshire median annual salary £49,337 £45,000 £45,000
Median salary % change year-on-year +9.64% - +12.50%
10th Percentile £31,250 £30,000 £29,750
90th Percentile £75,000 £67,500 £72,500
Yorkshire median annual salary £45,100 £45,000 £45,000
% change year-on-year +0.22% - +12.50%

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 4,077 6,224 6,584
As % of all permanent IT jobs advertised in West Yorkshire 91.21% 93.65% 93.10%
Number of salaries quoted 3,455 5,291 5,688
West Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +4.94%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £62,500 £62,500
Yorkshire median annual salary £42,500 £43,000 £42,500
% change year-on-year -1.16% +1.18% +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 16 June 2019.

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 16 June 2019. 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 +26 166 £49,337 +9.64% 17
Halifax +17 37 £50,000 - 1
Bradford +27 16 £35,500 -15.48%
Wakefield +4 5 £31,500 -19.23% 1
Huddersfield +1 2 £58,750 +56.67%
Castleford - 1 £32,000 -
Analytics
Yorkshire

For the 6 months to 16 June 2019, 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 93 (39.08%) Agile Software Development
2 69 (28.99%) SQL
3 64 (26.89%) Business Intelligence
4 54 (22.69%) Microsoft
5 43 (18.07%) Google
6 42 (17.65%) Python
7 41 (17.23%) Data Analytics
8 40 (16.81%) Google Analytics
9 36 (15.13%) Coaching
10 34 (14.29%) Big Data
11 31 (13.03%) SQL Server
12 30 (12.61%) Hadoop
13 29 (12.18%) Mentoring
14 28 (11.76%) Power BI
14 28 (11.76%) Finance
14 28 (11.76%) Power Platform
15 26 (10.92%) ETL
15 26 (10.92%) Analytical Skills
16 25 (10.50%) Microsoft Azure
16 25 (10.50%) Project Management
16 25 (10.50%) Marketing
17 24 (10.08%) Software Engineering
18 23 (9.66%) Retail
18 23 (9.66%) SQL Server Reporting Services
18 23 (9.66%) Stakeholder Management
18 23 (9.66%) Apache Spark
18 23 (9.66%) Data Science
19 22 (9.24%) User Experience
19 22 (9.24%) DevOps
19 22 (9.24%) Tableau

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 23 (9.66%) Apache Spark
2 9 (3.78%) SharePoint
2 9 (3.78%) WordPress
3 4 (1.68%) Umbraco
4 3 (1.26%) Apache
5 2 (0.84%) CMS
5 2 (0.84%) Confluence
5 2 (0.84%) SAS
6 1 (0.42%) Drupal
Applications
1 22 (9.24%) Microsoft Excel
2 9 (3.78%) Microsoft Office
2 9 (3.78%) Microsoft PowerPoint
3 6 (2.52%) Sketch
4 5 (2.10%) Photoshop
5 3 (1.26%) Adobe Illustrator
6 1 (0.42%) InVision
6 1 (0.42%) SPSS
Business Applications
1 10 (4.20%) Dynamics CRM
2 4 (1.68%) Magento
3 3 (1.26%) SAP HCM
3 3 (1.26%) Shopify
4 1 (0.42%) Dynamics AX
4 1 (0.42%) SAP GRC
4 1 (0.42%) SAP HR
4 1 (0.42%) SAP IBP
4 1 (0.42%) SAP S/4HANA
Cloud Services
1 40 (16.81%) Google Analytics
2 28 (11.76%) Power Platform
3 25 (10.50%) Microsoft Azure
4 18 (7.56%) Amazon AWS
5 15 (6.30%) GitHub
6 10 (4.20%) Adobe Analytics
7 8 (3.36%) AdWords
7 8 (3.36%) Dynamics 365
8 7 (2.94%) Microsoft Flow
8 7 (2.94%) Office 365
9 5 (2.10%) SaaS
10 3 (1.26%) Google Cloud Platform
10 3 (1.26%) IaaS
10 3 (1.26%) PaaS
10 3 (1.26%) SuccessFactors
11 2 (0.84%) Cloud Computing
11 2 (0.84%) Google Tag Manager
11 2 (0.84%) npm
12 1 (0.42%) Azure Data Factory
12 1 (0.42%) Azure Stack
Communications & Networking
1 3 (1.26%) Remote Desktop
2 1 (0.42%) DHCP
2 1 (0.42%) DNS
2 1 (0.42%) SMS
Database & Business Intelligence
1 34 (14.29%) Big Data
2 31 (13.03%) SQL Server
3 30 (12.61%) Hadoop
4 28 (11.76%) Power BI
5 23 (9.66%) SQL Server Reporting Services
6 21 (8.82%) Apache Hive
7 20 (8.40%) SQL Server Integration Services
8 19 (7.98%) NoSQL
9 17 (7.14%) Data Warehouse
10 16 (6.72%) MongoDB
11 15 (6.30%) Apache Cassandra
12 14 (5.88%) HBase
12 14 (5.88%) SQL Server Analysis Services
12 14 (5.88%) Sqoop
13 12 (5.04%) Spark SQL
14 11 (4.62%) Data Lake
15 8 (3.36%) MySQL
16 5 (2.10%) Amazon RDS
16 5 (2.10%) PostgreSQL
17 4 (1.68%) Relational Database
Development Applications
1 13 (5.46%) Git (software)
2 11 (4.62%) JIRA
3 7 (2.94%) Jenkins
4 6 (2.52%) Subversion
5 5 (2.10%) SpecFlow
6 4 (1.68%) Selenium
7 3 (1.26%) Octopus Deploy
7 3 (1.26%) Team Foundation Server
7 3 (1.26%) TeamCity
8 2 (0.84%) GitLab
8 2 (0.84%) Grunt
8 2 (0.84%) gulp
8 2 (0.84%) Vagrant
9 1 (0.42%) Axure RP
9 1 (0.42%) Gradle
9 1 (0.42%) JMeter
9 1 (0.42%) Maven
9 1 (0.42%) Moq
9 1 (0.42%) NUnit
9 1 (0.42%) Xdebug
General
1 28 (11.76%) Finance
2 25 (10.50%) Marketing
3 23 (9.66%) Retail
4 15 (6.30%) Legal
5 10 (4.20%) Billing
6 5 (2.10%) Telecoms
7 4 (1.68%) Retail Finance
8 2 (0.84%) Pharmaceutical
9 1 (0.42%) Back Office
9 1 (0.42%) Games
9 1 (0.42%) Law
9 1 (0.42%) Local Government
Job Titles
1 33 (13.87%) Analyst
2 27 (11.34%) Developer
3 23 (9.66%) Data Engineer
4 19 (7.98%) Big Data Engineer
5 15 (6.30%) Consultant
6 14 (5.88%) Insight Analyst
7 11 (4.62%) Software Support Engineer
7 11 (4.62%) Support Engineer
8 8 (3.36%) Business Intelligence Developer
8 8 (3.36%) Excel Analyst
8 8 (3.36%) Microsoft Consultant
8 8 (3.36%) Risk Manager
8 8 (3.36%) Senior Developer
8 8 (3.36%) SQL Analyst
8 8 (3.36%) Technology Risk Manager
9 7 (2.94%) Architect
9 7 (2.94%) Data Analyst
9 7 (2.94%) Data Scientist
9 7 (2.94%) Python Engineer
9 7 (2.94%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 22 (9.24%) HTML
2 20 (8.40%) .NET
3 15 (6.30%) CSS
4 14 (5.88%) Kafka
5 12 (5.04%) Spark Streaming
6 11 (4.62%) Twitter Bootstrap
7 9 (3.78%) HTML5
8 7 (2.94%) CSS3
9 6 (2.52%) AngularJS
10 5 (2.10%) LESS
10 5 (2.10%) Node.js
11 4 (1.68%) .NET Framework
11 4 (1.68%) jQuery
12 3 (1.26%) ASP.NET
12 3 (1.26%) MDX
12 3 (1.26%) React
12 3 (1.26%) Sass
12 3 (1.26%) Vue.js
12 3 (1.26%) Zend Framework
13 2 (0.84%) Entity Framework
Miscellaneous
1 26 (10.92%) Analytical Skills
2 22 (9.24%) User Experience
3 11 (4.62%) Driving Licence
4 8 (3.36%) FMCG
4 8 (3.36%) Management Information System
5 5 (2.10%) Mobile App
6 4 (1.68%) Credit Risk
6 4 (1.68%) Data Centre
6 4 (1.68%) Greenfield Project
7 3 (1.26%) Algorithms
7 3 (1.26%) CMDB
7 3 (1.26%) Data Structures
7 3 (1.26%) Social Media
8 2 (0.84%) Analytical Mindset
8 2 (0.84%) NHS
9 1 (0.42%) Blog
9 1 (0.42%) Mainframe
9 1 (0.42%) Microsoft Licensing
9 1 (0.42%) Tandem
9 1 (0.42%) Virtual Team
Operating Systems
1 17 (7.14%) Unix
2 13 (5.46%) Linux
2 13 (5.46%) Windows
3 7 (2.94%) Windows Server 2012
4 6 (2.52%) Windows Server
5 1 (0.42%) Solaris
5 1 (0.42%) Windows 10
5 1 (0.42%) Windows Server 2008
Processes & Methodologies
1 93 (39.08%) Agile Software Development
2 64 (26.89%) Business Intelligence
3 41 (17.23%) Data Analytics
4 36 (15.13%) Coaching
5 29 (12.18%) Mentoring
6 26 (10.92%) ETL
7 25 (10.50%) Project Management
8 24 (10.08%) Software Engineering
9 23 (9.66%) Data Science
9 23 (9.66%) Stakeholder Management
10 22 (9.24%) DevOps
11 20 (8.40%) Data Transformation
11 20 (8.40%) Machine Learning
12 19 (7.98%) Waterfall
13 18 (7.56%) Data Engineering
13 18 (7.56%) Visualisation
14 17 (7.14%) Data Integration
14 17 (7.14%) SEO
15 16 (6.72%) Data Analysis
15 16 (6.72%) Data Modelling
Programming Languages
1 69 (28.99%) SQL
2 42 (17.65%) Python
3 22 (9.24%) JavaScript
4 20 (8.40%) C#
5 19 (7.98%) Scala
6 16 (6.72%) Java
7 11 (4.62%) PowerShell
8 9 (3.78%) PHP
8 9 (3.78%) R
9 7 (2.94%) T-SQL
10 5 (2.10%) PHP 5
11 4 (1.68%) VB
12 3 (1.26%) Data Analysis Expressions (DAX)
12 3 (1.26%) MATLAB
12 3 (1.26%) Shell Script
12 3 (1.26%) VBA
13 2 (0.84%) Bash Shell
13 2 (0.84%) Perl
13 2 (0.84%) Ruby
13 2 (0.84%) VB.NET
Qualifications
1 17 (7.14%) Degree
2 8 (3.36%) CISA
2 8 (3.36%) CISM
2 8 (3.36%) CISSP
3 6 (2.52%) Microsoft Certification
4 5 (2.10%) MCSA
5 4 (1.68%) PRINCE2 Practitioner
5 4 (1.68%) Security Cleared
6 3 (1.26%) BPSS Clearance
6 3 (1.26%) ISEB
6 3 (1.26%) ISTQB
6 3 (1.26%) SC Cleared
7 2 (0.84%) ISTQB Foundation Certification
7 2 (0.84%) PhD
8 1 (0.42%) Computer Science Degree
8 1 (0.42%) ITIL Certification
8 1 (0.42%) Numerate Degree
Quality Assurance & Compliance
1 12 (5.04%) QA
2 8 (3.36%) GDPR
2 8 (3.36%) PMO
3 6 (2.52%) Data Quality
4 2 (0.84%) SLA
System Software
1 18 (7.56%) HDFS
2 14 (5.88%) Apache Flume
3 2 (0.84%) Active Directory
4 1 (0.42%) Docker
Systems Management
1 14 (5.88%) Oozie
2 6 (2.52%) SCOM
3 4 (1.68%) Ansible
4 3 (1.26%) Puppet
4 3 (1.26%) SolarWinds Orion
5 2 (0.84%) Nagios
5 2 (0.84%) SCOrch
5 2 (0.84%) WMI
6 1 (0.42%) Opscode Chef
6 1 (0.42%) Oracle RMAN
6 1 (0.42%) SCCM
Vendors
1 54 (22.69%) Microsoft
2 43 (18.07%) Google
3 22 (9.24%) Tableau
4 17 (7.14%) Oracle
5 15 (6.30%) Adobe
6 14 (5.88%) Cloudera
7 12 (5.04%) Hortonworks
8 7 (2.94%) SAP
8 7 (2.94%) SolarWinds
9 6 (2.52%) HP
9 6 (2.52%) Zend
10 3 (1.26%) PayPal
10 3 (1.26%) Tealeaf
11 2 (0.84%) Cisco
11 2 (0.84%) Dataiku
11 2 (0.84%) Salesforce.com
11 2 (0.84%) Splunk
12 1 (0.42%) Ariba
12 1 (0.42%) IBM
12 1 (0.42%) MicroStrategy