Period
to 17 January 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 17 January 2019 with a comparison to the same period in the previous 2 years.

Analytics
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 49 58 96
Rank change year-on-year +9 +38 +13
Permanent jobs citing Analytics 162 201 157
As % of all permanent IT jobs advertised in Leeds 4.83% 4.23% 2.95%
As % of the Processes & Methodologies category 5.28% 4.50% 3.18%
Number of salaries quoted 186 174 117
Leeds median annual salary £50,000 £40,000 £45,000
Median salary % change year-on-year +25.00% -11.11% +38.46%
10th Percentile £32,500 £30,000 £29,900
90th Percentile £72,500 £70,000 £72,500
West Yorkshire median annual salary £50,000 £40,000 £45,000
% change year-on-year +25.00% -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 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 3,067 4,464 4,936
As % of all permanent IT jobs advertised in Leeds 91.42% 93.98% 92.69%
Number of salaries quoted 2,584 3,791 4,219
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £28,121 £28,500 £26,250
90th Percentile £65,000 £62,500 £60,000
West Yorkshire median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% +1.19%

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 17 January 2019.

Salary histogram for Analytics in Leeds

For the 6 months to 17 January 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 85 (52.47%) Agile Software Development
2 57 (35.19%) SQL
2 57 (35.19%) Data Analytics
3 46 (28.40%) JavaScript
4 45 (27.78%) Git (software)
5 43 (26.54%) DevOps
6 39 (24.07%) Finance
7 38 (23.46%) HTML
8 37 (22.84%) CSS
9 36 (22.22%) Python
9 36 (22.22%) E-Commerce
10 35 (21.60%) Business Intelligence
10 35 (21.60%) Coaching
10 35 (21.60%) User Experience
11 32 (19.75%) Google Analytics
11 32 (19.75%) Google
12 30 (18.52%) Mentoring
13 28 (17.28%) Microsoft Azure
14 27 (16.67%) PHP
15 25 (15.43%) Configuration Management
15 25 (15.43%) Ansible
15 25 (15.43%) Puppet
16 24 (14.81%) Twitter Bootstrap
16 24 (14.81%) MVC
17 23 (14.20%) ETL
17 23 (14.20%) Data Integration
17 23 (14.20%) HTML5
18 22 (13.58%) Big Data
18 22 (13.58%) Power BI
18 22 (13.58%) C#

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 13 (8.02%) SAS
2 12 (7.41%) WordPress
3 11 (6.79%) Apache Spark
4 10 (6.17%) SharePoint
5 3 (1.85%) CMS
6 2 (1.23%) Kentico
7 1 (0.62%) Confluence
7 1 (0.62%) WebSphere
Applications
1 18 (11.11%) Photoshop
2 16 (9.88%) Microsoft Excel
3 6 (3.70%) GIMP
4 5 (3.09%) Adobe Illustrator
4 5 (3.09%) Microsoft PowerPoint
5 4 (2.47%) Microsoft Office
6 1 (0.62%) Adobe Creative Suite
6 1 (0.62%) InVision
6 1 (0.62%) MS Visio
6 1 (0.62%) Weka
Business Applications
1 2 (1.23%) Shopify
2 1 (0.62%) Dynamics CRM
Cloud Services
1 32 (19.75%) Google Analytics
2 28 (17.28%) Microsoft Azure
3 18 (11.11%) AdWords
4 11 (6.79%) GitHub
5 10 (6.17%) Amazon AWS
6 9 (5.56%) PaaS
7 8 (4.94%) IaaS
8 6 (3.70%) npm
9 5 (3.09%) Amazon Kinesis
9 5 (3.09%) Amazon SageMaker
10 3 (1.85%) Adobe Analytics
11 2 (1.23%) Force.com
11 2 (1.23%) Office 365
12 1 (0.62%) NuGet
12 1 (0.62%) SaaS
12 1 (0.62%) Slack
Communications & Networking
1 12 (7.41%) DNS
2 1 (0.62%) Firewall
2 1 (0.62%) Internet
2 1 (0.62%) Intrusion Detection
Database & Business Intelligence
1 22 (13.58%) Big Data
1 22 (13.58%) Power BI
2 20 (12.35%) Data Warehouse
3 17 (10.49%) MySQL
4 16 (9.88%) MongoDB
5 15 (9.26%) NoSQL
5 15 (9.26%) SQL Server
6 13 (8.02%) SQL Server Integration Services
7 12 (7.41%) Data Lake
8 11 (6.79%) Apache Cassandra
8 11 (6.79%) Apache Hive
8 11 (6.79%) Hadoop
8 11 (6.79%) HBase
8 11 (6.79%) Spark SQL
8 11 (6.79%) Sqoop
9 10 (6.17%) SQL Server Analysis Services
9 10 (6.17%) SQL Server Reporting Services
10 9 (5.56%) Azure SQL Database
11 8 (4.94%) QlikView
12 5 (3.09%) Amazon RDS
Development Applications
1 45 (27.78%) Git (software)
2 20 (12.35%) Jenkins
3 17 (10.49%) Subversion
4 16 (9.88%) Visual Studio Team System
5 10 (6.17%) JIRA
6 9 (5.56%) TeamCity
6 9 (5.56%) Visual Studio
7 8 (4.94%) Atlassian Bamboo
8 7 (4.32%) SonarQube
9 6 (3.70%) gulp
10 4 (2.47%) Octopus Deploy
10 4 (2.47%) SpecFlow
11 3 (1.85%) Selenium
12 1 (0.62%) Burp Suite
12 1 (0.62%) HP UFT
12 1 (0.62%) JMeter
12 1 (0.62%) LoadRunner
12 1 (0.62%) Moq
12 1 (0.62%) NUnit
General
1 39 (24.07%) Finance
2 16 (9.88%) Marketing
3 5 (3.09%) Games
4 4 (2.47%) Retail
4 4 (2.47%) Telecoms
5 3 (1.85%) Multimedia
6 2 (1.23%) Banking
7 1 (0.62%) Advertising
7 1 (0.62%) Back Office
7 1 (0.62%) Billing
7 1 (0.62%) Legal
7 1 (0.62%) Military
7 1 (0.62%) Retail Banking
Job Titles
1 50 (30.86%) Developer
2 24 (14.81%) Analyst
3 17 (10.49%) Front End Developer (Client-Side Developer)
4 16 (9.88%) DevOps Engineer
4 16 (9.88%) Platform Engineer
5 14 (8.64%) Senior Developer
6 12 (7.41%) Data Analyst
7 11 (6.79%) Big Data Engineer
7 11 (6.79%) Data Engineer
8 9 (5.56%) Architect
9 8 (4.94%) DevOps Architect
10 7 (4.32%) Python Engineer
10 7 (4.32%) Senior Analyst
11 6 (3.70%) Account Manager
11 6 (3.70%) Infrastructure Engineer
11 6 (3.70%) IT Trainer
11 6 (3.70%) JavaScript Developer
11 6 (3.70%) PowerShell Engineer
11 6 (3.70%) Trainer
11 6 (3.70%) Windows Engineer
Libraries, Frameworks & Software Standards
1 38 (23.46%) HTML
2 37 (22.84%) CSS
3 24 (14.81%) Twitter Bootstrap
4 23 (14.20%) HTML5
5 21 (12.96%) CSS3
5 21 (12.96%) Node.js
6 18 (11.11%) AngularJS
7 17 (10.49%) jQuery
7 17 (10.49%) LESS
7 17 (10.49%) React
8 14 (8.64%) .NET
9 11 (6.79%) Spark Streaming
10 10 (6.17%) Vue.js
11 9 (5.56%) Sass
12 8 (4.94%) Web Services
13 7 (4.32%) Kafka
13 7 (4.32%) Zend Framework
14 6 (3.70%) Ajax
14 6 (3.70%) Razor View Engine
15 4 (2.47%) ASP.NET
Miscellaneous
1 35 (21.60%) User Experience
2 20 (12.35%) Analytical Skills
3 7 (4.32%) e-Learning
3 7 (4.32%) Social Media
4 6 (3.70%) Data Structures
4 6 (3.70%) Management Information System
5 4 (2.47%) Algorithms
6 3 (1.85%) Augmented Reality
6 3 (1.85%) Cloud Native
6 3 (1.85%) Mobile App
6 3 (1.85%) NHS
7 1 (0.62%) Blog
7 1 (0.62%) Internet of Things
Operating Systems
1 15 (9.26%) Windows
2 13 (8.02%) Unix
3 12 (7.41%) Linux
4 2 (1.23%) Android
4 2 (1.23%) Apple iOS
4 2 (1.23%) Windows 10
5 1 (0.62%) Solaris
Processes & Methodologies
1 85 (52.47%) Agile Software Development
2 57 (35.19%) Data Analytics
3 43 (26.54%) DevOps
4 36 (22.22%) E-Commerce
5 35 (21.60%) Business Intelligence
5 35 (21.60%) Coaching
6 30 (18.52%) Mentoring
7 25 (15.43%) Configuration Management
8 24 (14.81%) MVC
9 23 (14.20%) Data Integration
9 23 (14.20%) ETL
10 22 (13.58%) Scrum
11 21 (12.96%) Data Analysis
11 21 (12.96%) Data Science
12 19 (11.73%) Machine Learning
13 18 (11.11%) Project Management
13 18 (11.11%) Stakeholder Management
14 17 (10.49%) Time Management
15 16 (9.88%) Data Transformation
15 16 (9.88%) Test Automation
Programming Languages
1 57 (35.19%) SQL
2 46 (28.40%) JavaScript
3 36 (22.22%) Python
4 27 (16.67%) PHP
5 22 (13.58%) C#
6 20 (12.35%) Java
7 17 (10.49%) Scala
8 15 (9.26%) R
9 13 (8.02%) PowerShell
10 12 (7.41%) PHP 5
11 10 (6.17%) VBA
12 9 (5.56%) T-SQL
13 7 (4.32%) VB
13 7 (4.32%) VB.NET
13 7 (4.32%) VB6
14 5 (3.09%) Ruby
15 4 (2.47%) Bash Shell
15 4 (2.47%) Shell Script
16 2 (1.23%) Apex Code
16 2 (1.23%) MATLAB
Qualifications
1 21 (12.96%) Degree
2 5 (3.09%) AWS Certification
3 3 (1.85%) BPSS Clearance
3 3 (1.85%) Computer Science Degree
3 3 (1.85%) SC Cleared
3 3 (1.85%) Security Cleared
4 2 (1.23%) Microsoft Certification
4 2 (1.23%) PRINCE2 Practitioner
5 1 (0.62%) A+ Certification
5 1 (0.62%) CISM
5 1 (0.62%) CISSP
5 1 (0.62%) ISEB
5 1 (0.62%) ISTQB
5 1 (0.62%) ISTQB Foundation Certification
5 1 (0.62%) MCDST
Quality Assurance & Compliance
1 18 (11.11%) QA
2 10 (6.17%) Data Quality
3 5 (3.09%) PMO
4 2 (1.23%) ISO/IEC 27001
4 2 (1.23%) SLA
5 1 (0.62%) Cyber Essentials
5 1 (0.62%) WCAG
System Software
1 13 (8.02%) Docker
2 11 (6.79%) Apache Flume
2 11 (6.79%) HDFS
3 2 (1.23%) Active Directory
Systems Management
1 25 (15.43%) Ansible
1 25 (15.43%) Puppet
2 21 (12.96%) Opscode Chef
3 15 (9.26%) Mesos
4 13 (8.02%) Docker Swarm
5 11 (6.79%) Oozie
6 4 (2.47%) Nagios
7 2 (1.23%) Microsoft Intune
8 1 (0.62%) Nessus
8 1 (0.62%) Oracle RMAN
Vendors
1 32 (19.75%) Google
2 19 (11.73%) Oracle
3 17 (10.49%) Tableau
3 17 (10.49%) Zend
4 14 (8.64%) Microsoft
5 11 (6.79%) Cloudera
5 11 (6.79%) Hortonworks
6 10 (6.17%) Salesforce.com
7 9 (5.56%) Atlassian
8 8 (4.94%) Adobe
9 7 (4.32%) Cognos
9 7 (4.32%) Informatica
9 7 (4.32%) MuleSoft
10 6 (3.70%) Xamarin
11 4 (2.47%) Splunk
12 2 (1.23%) OutSystems
12 2 (1.23%) PayPal
12 2 (1.23%) ServiceNow
12 2 (1.23%) Software AG
12 2 (1.23%) webMethods