Period
to 12 November 2018

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

Analytics
6 months to
12 Nov 2018
Same period 2017 Same period 2016
Rank 52 44 77
Rank change year-on-year -8 +33 +46
Permanent jobs citing Analytics 187 248 184
As % of all permanent IT jobs advertised in Leeds 4.84% 5.06% 3.39%
As % of the Processes & Methodologies category 5.32% 5.39% 3.64%
Number of salaries quoted 200 207 145
Leeds median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +46.15%
10th Percentile £32,250 £30,000 £26,000
90th Percentile £72,500 £75,000 £73,750
West Yorkshire median annual salary £48,500 £42,500 £47,500
% change year-on-year +14.12% -10.53% +46.15%

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 3,512 4,602 5,049
As % of all permanent IT jobs advertised in Leeds 90.91% 93.84% 92.97%
Number of salaries quoted 2,918 3,877 4,315
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £63,750 £63,250 £62,500
West Yorkshire median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +3.66%

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 12 November 2018.

Salary histogram for Analytics in Leeds

For the 6 months to 12 November 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 Leeds region with a requirement for Analytics.

1 72 (38.50%) Data Analytics
2 71 (37.97%) Agile Software Development
3 69 (36.90%) SQL
4 50 (26.74%) JavaScript
5 49 (26.20%) Finance
6 45 (24.06%) HTML
6 45 (24.06%) Git (software)
7 43 (22.99%) User Experience
8 41 (21.93%) Business Intelligence
9 39 (20.86%) CSS
10 37 (19.79%) E-Commerce
10 37 (19.79%) Degree
11 35 (18.72%) Google
12 34 (18.18%) Microsoft Azure
13 31 (16.58%) DevOps
13 31 (16.58%) Python
14 30 (16.04%) Scrum
14 30 (16.04%) Google Analytics
15 28 (14.97%) Analytical Skills
16 26 (13.90%) SAS
17 25 (13.37%) Visualisation
18 24 (12.83%) Puppet
18 24 (12.83%) R
18 24 (12.83%) Ansible
18 24 (12.83%) PHP
19 23 (12.30%) MVC
19 23 (12.30%) Configuration Management
19 23 (12.30%) Visual Studio Team System
20 22 (11.76%) AngularJS
20 22 (11.76%) Twitter Bootstrap

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 26 (13.90%) SAS
2 13 (6.95%) SharePoint
3 10 (5.35%) WordPress
4 4 (2.14%) WebSphere
5 2 (1.07%) Apache Pig
5 2 (1.07%) Apache Spark
6 1 (0.53%) Apache
6 1 (0.53%) CMS
6 1 (0.53%) Kentico
6 1 (0.53%) Marvel
6 1 (0.53%) Tomcat
6 1 (0.53%) WildFly
Applications
1 21 (11.23%) Microsoft Excel
2 20 (10.70%) Photoshop
3 10 (5.35%) GIMP
4 7 (3.74%) Microsoft Office
4 7 (3.74%) Microsoft PowerPoint
5 4 (2.14%) MS Visio
6 3 (1.60%) Adobe Illustrator
6 3 (1.60%) SPSS
7 2 (1.07%) EViews
7 2 (1.07%) InVision
8 1 (0.53%) Adobe Creative Suite
8 1 (0.53%) Spreadsheet
8 1 (0.53%) Weka
Business Applications
1 2 (1.07%) Shopify
Cloud Services
1 34 (18.18%) Microsoft Azure
2 30 (16.04%) Google Analytics
3 17 (9.09%) AdWords
4 12 (6.42%) PaaS
5 10 (5.35%) npm
6 9 (4.81%) Amazon AWS
7 8 (4.28%) IaaS
8 7 (3.74%) Google Tag Manager
9 5 (2.67%) Amazon Kinesis
9 5 (2.67%) Google Cloud Platform
9 5 (2.67%) Office 365
10 4 (2.14%) Adobe Creative Cloud
10 4 (2.14%) Amazon SageMaker
10 4 (2.14%) SaaS
11 2 (1.07%) Amazon EMR
11 2 (1.07%) Amazon S3
12 1 (0.53%) Adobe Analytics
12 1 (0.53%) AWS Lambda
12 1 (0.53%) Azure Active Directory
12 1 (0.53%) Serverless
Communications & Networking
1 21 (11.23%) DNS
2 2 (1.07%) Symposium
3 1 (0.53%) Firewall
3 1 (0.53%) Intrusion Detection
3 1 (0.53%) Kerberos
Database & Business Intelligence
1 20 (10.70%) Power BI
2 19 (10.16%) Data Warehouse
3 18 (9.63%) SQL Server
3 18 (9.63%) SQL Server Reporting Services
4 17 (9.09%) SQL Server Integration Services
5 16 (8.56%) Azure SQL Database
6 15 (8.02%) SQL Server Analysis Services
7 14 (7.49%) Big Data
7 14 (7.49%) MySQL
8 11 (5.88%) Base SAS
8 11 (5.88%) QlikView
9 9 (4.81%) SAS Enterprise Guide
10 7 (3.74%) MongoDB
11 6 (3.21%) Amazon RDS
11 6 (3.21%) Amazon Redshift
11 6 (3.21%) Data Lake
12 5 (2.67%) BigQuery
12 5 (2.67%) SAS Enterprise Miner
13 4 (2.14%) Pentaho
13 4 (2.14%) PerformancePoint
Development Applications
1 45 (24.06%) Git (software)
2 23 (12.30%) Visual Studio Team System
3 18 (9.63%) Jenkins
4 13 (6.95%) Subversion
5 11 (5.88%) Visual Studio
6 10 (5.35%) gulp
6 10 (5.35%) JIRA
7 8 (4.28%) Atlassian Bamboo
7 8 (4.28%) TeamCity
8 7 (3.74%) SonarQube
9 2 (1.07%) Octopus Deploy
10 1 (0.53%) Axure RP
10 1 (0.53%) Visual Website Optimizer
General
1 49 (26.20%) Finance
2 20 (10.70%) Marketing
3 6 (3.21%) Games
3 6 (3.21%) Retail
4 4 (2.14%) Banking
4 4 (2.14%) Telecoms
5 3 (1.60%) Multimedia
5 3 (1.60%) Retail Banking
6 2 (1.07%) Pharmaceutical
7 1 (0.53%) Advertising
Job Titles
1 56 (29.95%) Developer
2 44 (23.53%) Analyst
3 23 (12.30%) Platform Engineer
4 18 (9.63%) Senior Analyst
5 16 (8.56%) Front End Developer (Client-Side Developer)
6 14 (7.49%) Architect
6 14 (7.49%) DevOps Engineer
7 13 (6.95%) Data Analyst
8 12 (6.42%) Senior Developer
9 10 (5.35%) Insight Analyst
10 8 (4.28%) Business Intelligence Developer
10 8 (4.28%) Consultant
10 8 (4.28%) Designer
10 8 (4.28%) DevOps Architect
10 8 (4.28%) Infrastructure Engineer
10 8 (4.28%) PowerShell Engineer
10 8 (4.28%) Windows Engineer
10 8 (4.28%) Windows Infrastructure Engineer
11 6 (3.21%) Senior Insight Analyst
12 5 (2.67%) Pricing Analyst
Libraries, Frameworks & Software Standards
1 45 (24.06%) HTML
2 39 (20.86%) CSS
3 22 (11.76%) AngularJS
3 22 (11.76%) HTML5
3 22 (11.76%) Twitter Bootstrap
4 21 (11.23%) CSS3
5 20 (10.70%) Node.js
6 17 (9.09%) React
7 16 (8.56%) jQuery
7 16 (8.56%) LESS
8 12 (6.42%) .NET
9 11 (5.88%) Sass
10 10 (5.35%) Ajax
10 10 (5.35%) Razor View Engine
11 8 (4.28%) Web Services
12 7 (3.74%) Zend Framework
13 6 (3.21%) Vue.js
14 4 (2.14%) MDX
15 3 (1.60%) ASP.NET
16 2 (1.07%) Middleware
Miscellaneous
1 43 (22.99%) User Experience
2 28 (14.97%) Analytical Skills
3 9 (4.81%) Cloud Native
4 7 (3.74%) Self-Motivation
4 7 (3.74%) Social Media
4 7 (3.74%) Tandem
5 6 (3.21%) Computer Science
6 4 (2.14%) Credit Risk
6 4 (2.14%) Video Conferencing
7 3 (1.60%) Algorithms
7 3 (1.60%) Augmented Reality
7 3 (1.60%) Data Structures
7 3 (1.60%) Mobile App
7 3 (1.60%) NHS
8 2 (1.07%) Biotechnology
8 2 (1.07%) e-Learning
8 2 (1.07%) Management Information System
9 1 (0.53%) Enterprise Cloud
9 1 (0.53%) PMI
Operating Systems
1 14 (7.49%) Windows
2 11 (5.88%) Linux
3 2 (1.07%) Unix
3 2 (1.07%) Windows 10
4 1 (0.53%) Android
4 1 (0.53%) Apple iOS
4 1 (0.53%) CentOS
4 1 (0.53%) Ubuntu
Processes & Methodologies
1 72 (38.50%) Data Analytics
2 71 (37.97%) Agile Software Development
3 41 (21.93%) Business Intelligence
4 37 (19.79%) E-Commerce
5 31 (16.58%) DevOps
6 30 (16.04%) Scrum
7 25 (13.37%) Visualisation
8 23 (12.30%) Configuration Management
8 23 (12.30%) MVC
9 20 (10.70%) Stakeholder Management
10 19 (10.16%) Data Management
10 19 (10.16%) Data Science
11 18 (9.63%) Data Visualisation
11 18 (9.63%) Mentoring
12 16 (8.56%) Continuous Integration
12 16 (8.56%) ETL
12 16 (8.56%) Predictive Modelling
12 16 (8.56%) Problem-Solving
12 16 (8.56%) Runbook
12 16 (8.56%) Wireframes
Programming Languages
1 69 (36.90%) SQL
2 50 (26.74%) JavaScript
3 31 (16.58%) Python
4 24 (12.83%) PHP
4 24 (12.83%) R
5 22 (11.76%) C#
6 18 (9.63%) PowerShell
7 14 (7.49%) T-SQL
8 12 (6.42%) VBA
9 10 (5.35%) Java
9 10 (5.35%) PHP 5
10 7 (3.74%) VB
10 7 (3.74%) VB.NET
10 7 (3.74%) VB6
11 6 (3.21%) Scala
12 5 (2.67%) C
12 5 (2.67%) MATLAB
13 4 (2.14%) Data Analysis Expressions (DAX)
13 4 (2.14%) Ruby
14 2 (1.07%) Bash Shell
Qualifications
1 37 (19.79%) Degree
2 4 (2.14%) AWS Certification
2 4 (2.14%) Computer Science Degree
3 2 (1.07%) CISM
3 2 (1.07%) CISSP
3 2 (1.07%) Postgraduate
4 1 (0.53%) CESG Certified Professional
4 1 (0.53%) CISA
4 1 (0.53%) GSLC
4 1 (0.53%) ITIL Foundation Certificate
4 1 (0.53%) MCSE
4 1 (0.53%) Microsoft Certification
4 1 (0.53%) Numerate Degree
4 1 (0.53%) PMI Certification
4 1 (0.53%) SC Cleared
4 1 (0.53%) Security Cleared
Quality Assurance & Compliance
1 13 (6.95%) Data Quality
2 7 (3.74%) ISO/IEC 27001
2 7 (3.74%) QA
3 5 (2.67%) Cyber Essentials
4 4 (2.14%) SLA
5 2 (1.07%) GDPR
6 1 (0.53%) COBIT
6 1 (0.53%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.53%) PMO
System Software
1 13 (6.95%) Docker
2 2 (1.07%) Active Directory
2 2 (1.07%) HDFS
Systems Management
1 24 (12.83%) Ansible
1 24 (12.83%) Puppet
2 21 (11.23%) Opscode Chef
3 15 (8.02%) Mesos
4 13 (6.95%) Docker Swarm
5 2 (1.07%) Microsoft Intune
5 2 (1.07%) Nagios
5 2 (1.07%) Oozie
6 1 (0.53%) SCCM
6 1 (0.53%) Xymon
6 1 (0.53%) ZABBIX
Vendors
1 35 (18.72%) Google
2 18 (9.63%) Tableau
3 16 (8.56%) Atlassian
4 13 (6.95%) Zend
5 12 (6.42%) Microsoft
6 10 (5.35%) Xamarin
7 9 (4.81%) SAP
8 8 (4.28%) Adobe
8 8 (4.28%) Salesforce.com
9 7 (3.74%) Cognos
9 7 (3.74%) Informatica
9 7 (3.74%) MuleSoft
9 7 (3.74%) Oracle
10 4 (2.14%) Apple
10 4 (2.14%) IBM
10 4 (2.14%) Nintex
11 3 (1.60%) Screaming Frog
11 3 (1.60%) Twitter
12 2 (1.07%) Monetate
12 2 (1.07%) OutSystems