Period
to 21 May 2019

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 May 2019 with a comparison to the same period in the previous 2 years.

Analytics
6 months to
21 May 2019
Same period 2018 Same period 2017
Rank 49 79 88
Rank change year-on-year +30 +9 -11
Permanent jobs citing Analytics 161 161 162
As % of all permanent IT jobs advertised in Leeds 5.20% 3.40% 3.20%
As % of the Processes & Methodologies category 5.63% 3.59% 3.42%
Number of salaries quoted 145 104 139
Leeds median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -10.53%
10th Percentile £32,200 £27,500 £29,100
90th Percentile £68,000 £67,500 £71,500
West Yorkshire median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - +3.66%

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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 2,860 4,480 4,737
As % of all permanent IT jobs advertised in Leeds 92.29% 94.47% 93.58%
Number of salaries quoted 2,478 3,781 4,090
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +1.19%
10th Percentile £29,250 £29,000 £26,250
90th Percentile £67,500 £65,000 £62,500
West Yorkshire median annual salary £44,000 £45,000 £42,500
% change year-on-year -2.22% +5.88% +3.03%

Analytics
Job Vacancy Trend in Leeds

Job postings citing Analytics as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Analytics in Leeds

Analytics
Salary Trend in Leeds

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Leeds.

Salary trend for Analytics in Leeds

Analytics
Salary Histogram in Leeds

The salary distribution of IT jobs citing Analytics in Leeds over the 6 months to 21 May 2019.

Salary histogram for Analytics in Leeds

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

1 59 (36.65%) Agile Software Development
2 57 (35.40%) SQL
3 39 (24.22%) Google
4 37 (22.98%) Google Analytics
4 37 (22.98%) Python
4 37 (22.98%) Coaching
5 34 (21.12%) Big Data
6 33 (20.50%) Data Analytics
7 32 (19.88%) Business Intelligence
8 30 (18.63%) Microsoft
9 25 (15.53%) Mentoring
10 24 (14.91%) Hadoop
11 23 (14.29%) Project Management
11 23 (14.29%) ETL
12 22 (13.66%) JavaScript
12 22 (13.66%) Analytical Skills
13 21 (13.04%) DevOps
13 21 (13.04%) Finance
13 21 (13.04%) Data Integration
13 21 (13.04%) Marketing
14 20 (12.42%) Data Analysis
14 20 (12.42%) HTML
14 20 (12.42%) Microsoft Azure
14 20 (12.42%) Data Science
14 20 (12.42%) Apache Spark
15 19 (11.80%) User Experience
15 19 (11.80%) Scala
15 19 (11.80%) Apache Hive
15 19 (11.80%) NoSQL
16 18 (11.18%) Machine Learning

Analytics
Co-occurring IT Skills in Leeds 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 20 (12.42%) Apache Spark
2 9 (5.59%) WordPress
3 4 (2.48%) SharePoint
4 3 (1.86%) CMS
5 2 (1.24%) Umbraco
6 1 (0.62%) Apache
6 1 (0.62%) Confluence
6 1 (0.62%) Drupal
6 1 (0.62%) SAS
Applications
1 15 (9.32%) Microsoft Excel
2 5 (3.11%) Microsoft PowerPoint
2 5 (3.11%) Photoshop
2 5 (3.11%) Sketch
3 3 (1.86%) Microsoft Office
4 2 (1.24%) Adobe Illustrator
5 1 (0.62%) SPSS
Business Applications
1 4 (2.48%) Magento
2 3 (1.86%) Dynamics CRM
2 3 (1.86%) SAP HCM
2 3 (1.86%) Shopify
3 1 (0.62%) SAP HR
Cloud Services
1 37 (22.98%) Google Analytics
2 20 (12.42%) Microsoft Azure
3 16 (9.94%) Amazon AWS
4 15 (9.32%) GitHub
5 11 (6.83%) Power Platform
6 9 (5.59%) AdWords
7 7 (4.35%) Adobe Analytics
8 5 (3.11%) SaaS
9 3 (1.86%) IaaS
9 3 (1.86%) PaaS
9 3 (1.86%) SuccessFactors
10 2 (1.24%) Google Cloud Platform
10 2 (1.24%) npm
11 1 (0.62%) Amazon Kinesis
11 1 (0.62%) Amazon SageMaker
11 1 (0.62%) Azure Stack
11 1 (0.62%) NuGet
11 1 (0.62%) Office 365
Communications & Networking
1 3 (1.86%) Remote Desktop
2 1 (0.62%) SMS
Database & Business Intelligence
1 34 (21.12%) Big Data
2 24 (14.91%) Hadoop
3 19 (11.80%) Apache Hive
3 19 (11.80%) NoSQL
4 17 (10.56%) MongoDB
5 15 (9.32%) Apache Cassandra
5 15 (9.32%) HBase
5 15 (9.32%) SQL Server
5 15 (9.32%) SQL Server Reporting Services
6 14 (8.70%) Spark SQL
6 14 (8.70%) Sqoop
7 13 (8.07%) Data Warehouse
8 12 (7.45%) SQL Server Integration Services
9 11 (6.83%) Power BI
10 9 (5.59%) MySQL
11 8 (4.97%) Data Lake
11 8 (4.97%) SQL Server Analysis Services
12 6 (3.73%) Amazon RDS
13 4 (2.48%) OLAP
14 3 (1.86%) DTS
Development Applications
1 10 (6.21%) Git (software)
2 7 (4.35%) Jenkins
3 6 (3.73%) SpecFlow
3 6 (3.73%) Subversion
4 5 (3.11%) Selenium
5 4 (2.48%) JIRA
6 3 (1.86%) Octopus Deploy
6 3 (1.86%) TeamCity
7 2 (1.24%) Grunt
7 2 (1.24%) gulp
7 2 (1.24%) Team Foundation Server
7 2 (1.24%) Vagrant
8 1 (0.62%) Gradle
8 1 (0.62%) JMeter
8 1 (0.62%) Maven
8 1 (0.62%) Moq
8 1 (0.62%) NUnit
8 1 (0.62%) Visual Studio
8 1 (0.62%) Xdebug
General
1 21 (13.04%) Finance
1 21 (13.04%) Marketing
2 8 (4.97%) Billing
2 8 (4.97%) Retail
3 7 (4.35%) Legal
4 6 (3.73%) Telecoms
5 1 (0.62%) Back Office
5 1 (0.62%) Games
5 1 (0.62%) Law
5 1 (0.62%) Local Government
Job Titles
1 26 (16.15%) Analyst
2 23 (14.29%) Developer
3 21 (13.04%) Data Engineer
4 18 (11.18%) Big Data Engineer
5 10 (6.21%) Insight Analyst
6 8 (4.97%) Consultant
6 8 (4.97%) Python Engineer
6 8 (4.97%) Risk Manager
6 8 (4.97%) Senior Developer
6 8 (4.97%) Technology Risk Manager
7 7 (4.35%) Data Analyst
7 7 (4.35%) Data Scientist
7 7 (4.35%) Test Engineer
8 6 (3.73%) Digital Product Manager
8 6 (3.73%) Product Manager
8 6 (3.73%) Senior Data Engineer
8 6 (3.73%) SEO Consultant
8 6 (3.73%) Technical Consultant
9 5 (3.11%) Architect
9 5 (3.11%) Project Manager
Libraries, Frameworks & Software Standards
1 20 (12.42%) HTML
2 14 (8.70%) Spark Streaming
3 13 (8.07%) CSS
4 12 (7.45%) Kafka
5 10 (6.21%) HTML5
5 10 (6.21%) Twitter Bootstrap
6 8 (4.97%) CSS3
7 6 (3.73%) LESS
7 6 (3.73%) Node.js
8 5 (3.11%) .NET
8 5 (3.11%) jQuery
9 4 (2.48%) AngularJS
9 4 (2.48%) React
9 4 (2.48%) Vue.js
10 3 (1.86%) Elastic Stack
10 3 (1.86%) MDX
10 3 (1.86%) Sass
10 3 (1.86%) Zend Framework
11 2 (1.24%) .NET Framework
11 2 (1.24%) JSON
Miscellaneous
1 22 (13.66%) Analytical Skills
2 19 (11.80%) User Experience
3 8 (4.97%) Driving Licence
4 7 (4.35%) Management Information System
5 6 (3.73%) Data Structures
6 4 (2.48%) FMCG
6 4 (2.48%) Greenfield Project
7 3 (1.86%) CMDB
7 3 (1.86%) Data Centre
7 3 (1.86%) e-Learning
7 3 (1.86%) Social Media
8 2 (1.24%) Algorithms
8 2 (1.24%) Analytical Mindset
8 2 (1.24%) Mobile App
9 1 (0.62%) Blog
9 1 (0.62%) Mainframe
9 1 (0.62%) Microsoft Licensing
9 1 (0.62%) Tandem
Operating Systems
1 14 (8.70%) Unix
2 9 (5.59%) Linux
2 9 (5.59%) Windows
3 5 (3.11%) Windows Server
3 5 (3.11%) Windows Server 2012
4 1 (0.62%) Solaris
Processes & Methodologies
1 59 (36.65%) Agile Software Development
2 37 (22.98%) Coaching
3 33 (20.50%) Data Analytics
4 32 (19.88%) Business Intelligence
5 25 (15.53%) Mentoring
6 23 (14.29%) ETL
6 23 (14.29%) Project Management
7 21 (13.04%) Data Integration
7 21 (13.04%) DevOps
8 20 (12.42%) Data Analysis
8 20 (12.42%) Data Science
9 18 (11.18%) Data Transformation
9 18 (11.18%) Machine Learning
10 16 (9.94%) SEO
11 15 (9.32%) Data Engineering
11 15 (9.32%) Stakeholder Management
11 15 (9.32%) Use Case
11 15 (9.32%) Waterfall
12 14 (8.70%) Data Reconciliation
13 13 (8.07%) ITIL
Programming Languages
1 57 (35.40%) SQL
2 37 (22.98%) Python
3 22 (13.66%) JavaScript
4 19 (11.80%) Scala
5 17 (10.56%) Java
6 10 (6.21%) PHP
6 10 (6.21%) R
7 9 (5.59%) PowerShell
8 7 (4.35%) C#
9 5 (3.11%) PHP 5
10 4 (2.48%) T-SQL
11 3 (1.86%) Bash Shell
11 3 (1.86%) Ruby
11 3 (1.86%) Shell Script
12 2 (1.24%) Perl
12 2 (1.24%) VB
12 2 (1.24%) VB.NET
13 1 (0.62%) C
13 1 (0.62%) MATLAB
13 1 (0.62%) VBA
Qualifications
1 12 (7.45%) Degree
2 8 (4.97%) CISA
2 8 (4.97%) CISM
2 8 (4.97%) CISSP
3 6 (3.73%) Microsoft Certification
4 5 (3.11%) MCSA
5 4 (2.48%) PRINCE2 Practitioner
5 4 (2.48%) Security Cleared
6 3 (1.86%) BPSS Clearance
6 3 (1.86%) SC Cleared
7 2 (1.24%) ISEB
7 2 (1.24%) ISTQB
7 2 (1.24%) PhD
8 1 (0.62%) AWS Certification
8 1 (0.62%) Computer Science Degree
8 1 (0.62%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 15 (9.32%) QA
2 8 (4.97%) GDPR
2 8 (4.97%) PMO
3 6 (3.73%) Data Quality
4 1 (0.62%) SLA
System Software
1 16 (9.94%) HDFS
2 14 (8.70%) Apache Flume
3 1 (0.62%) Docker
Systems Management
1 14 (8.70%) Oozie
2 6 (3.73%) SCOM
3 5 (3.11%) Ansible
4 3 (1.86%) Nagios
4 3 (1.86%) Puppet
4 3 (1.86%) SolarWinds Orion
5 2 (1.24%) SCOrch
5 2 (1.24%) WMI
6 1 (0.62%) Oracle RMAN
Vendors
1 39 (24.22%) Google
2 30 (18.63%) Microsoft
3 17 (10.56%) Oracle
4 14 (8.70%) Cloudera
4 14 (8.70%) Hortonworks
5 13 (8.07%) Adobe
6 11 (6.83%) Tableau
7 7 (4.35%) Zend
8 6 (3.73%) HP
8 6 (3.73%) SAP
8 6 (3.73%) SolarWinds
9 3 (1.86%) PayPal
9 3 (1.86%) Splunk
10 2 (1.24%) Dataiku
10 2 (1.24%) Salesforce.com
11 1 (0.62%) Alteryx
11 1 (0.62%) Blue Prism
11 1 (0.62%) Capita
11 1 (0.62%) IBM
11 1 (0.62%) MicroStrategy