Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Analytics
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 59 59 70
Rank change year-on-year 0 +11 +54
Permanent jobs citing Analytics 186 218 217
As % of all permanent IT jobs advertised in Leeds 4.45% 4.40% 3.89%
As % of the Processes & Methodologies category 4.86% 4.70% 4.17%
Number of salaries quoted 172 180 152
Leeds median annual salary £50,000 £45,500 £47,500
Median salary % change year-on-year +9.89% -4.21% +46.15%
10th Percentile £30,075 £27,500 £26,000
90th Percentile £72,500 £75,000 £75,000
West Yorkshire median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +26.67%

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 3,826 4,643 5,204
As % of all permanent IT jobs advertised in Leeds 91.60% 93.78% 93.33%
Number of salaries quoted 3,209 3,894 4,302
Leeds median annual salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14% -1.18%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £65,000 £63,750 £62,500
West Yorkshire median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 20 September 2018.

Salary histogram for Analytics in Leeds

For the 6 months to 20 September 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 76 (40.86%) Data Analytics
2 74 (39.78%) Agile Software Development
3 69 (37.10%) SQL
4 48 (25.81%) Business Intelligence
5 46 (24.73%) Finance
6 41 (22.04%) Degree
7 40 (21.51%) Microsoft Azure
8 38 (20.43%) HTML
9 35 (18.82%) Analytical Skills
10 34 (18.28%) Visualisation
10 34 (18.28%) JavaScript
11 32 (17.20%) Scrum
11 32 (17.20%) R
12 31 (16.67%) CSS
13 30 (16.13%) Python
13 30 (16.13%) DevOps
13 30 (16.13%) Problem-Solving
14 29 (15.59%) SAS
15 28 (15.05%) User Experience
16 27 (14.52%) Data Visualisation
17 26 (13.98%) Git (software)
17 26 (13.98%) Microsoft Excel
18 25 (13.44%) Power BI
19 24 (12.90%) SQL Server
20 23 (12.37%) Marketing
20 23 (12.37%) Visual Studio Team System
20 23 (12.37%) Google
20 23 (12.37%) Data Science
21 22 (11.83%) Microsoft
22 21 (11.29%) DNS

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 29 (15.59%) SAS
2 13 (6.99%) SharePoint
3 4 (2.15%) WebSphere
4 3 (1.61%) Apache Spark
5 2 (1.08%) Apache
5 2 (1.08%) Apache Pig
5 2 (1.08%) WordPress
6 1 (0.54%) Confluence
6 1 (0.54%) Marvel
6 1 (0.54%) Tomcat
6 1 (0.54%) WildFly
Applications
1 26 (13.98%) Microsoft Excel
2 13 (6.99%) Microsoft Office
3 10 (5.38%) Microsoft PowerPoint
4 8 (4.30%) Photoshop
5 6 (3.23%) GIMP
6 5 (2.69%) SPSS
7 4 (2.15%) MS Visio
8 2 (1.08%) EViews
9 1 (0.54%) Adobe Creative Suite
9 1 (0.54%) InVision
9 1 (0.54%) Spreadsheet
Business Applications
1 1 (0.54%) Dynamics AX
1 1 (0.54%) Dynamics CRM
Cloud Services
1 40 (21.51%) Microsoft Azure
2 16 (8.60%) Google Analytics
3 13 (6.99%) PaaS
4 9 (4.84%) IaaS
5 7 (3.76%) Adobe Creative Cloud
5 7 (3.76%) Google Tag Manager
6 6 (3.23%) npm
7 5 (2.69%) AdWords
7 5 (2.69%) Amazon AWS
7 5 (2.69%) Google Cloud Platform
8 4 (2.15%) Office 365
8 4 (2.15%) SaaS
9 2 (1.08%) Amazon EMR
9 2 (1.08%) Amazon Kinesis
9 2 (1.08%) Amazon S3
10 1 (0.54%) Amazon EC2
10 1 (0.54%) AWS Lambda
10 1 (0.54%) Azure Active Directory
10 1 (0.54%) Dynamics 365
10 1 (0.54%) Serverless
Communications & Networking
1 21 (11.29%) DNS
2 6 (3.23%) Symposium
3 1 (0.54%) Firewall
3 1 (0.54%) Intrusion Detection
3 1 (0.54%) Kerberos
Database & Business Intelligence
1 25 (13.44%) Power BI
2 24 (12.90%) SQL Server
3 21 (11.29%) Big Data
3 21 (11.29%) Data Warehouse
3 21 (11.29%) SQL Server Reporting Services
4 19 (10.22%) SQL Server Integration Services
5 17 (9.14%) Azure SQL Database
5 17 (9.14%) SQL Server Analysis Services
6 15 (8.06%) Base SAS
7 13 (6.99%) QlikView
8 10 (5.38%) Data Lake
9 9 (4.84%) SAS Enterprise Guide
10 8 (4.30%) Hadoop
11 7 (3.76%) Apache Hive
11 7 (3.76%) NoSQL
12 6 (3.23%) Riak
13 5 (2.69%) BigQuery
13 5 (2.69%) MongoDB
13 5 (2.69%) SAS Enterprise Miner
13 5 (2.69%) Sqoop
Development Applications
1 26 (13.98%) Git (software)
2 23 (12.37%) Visual Studio Team System
3 10 (5.38%) Jenkins
4 8 (4.30%) Atlassian Bamboo
4 8 (4.30%) TeamCity
5 7 (3.76%) JIRA
5 7 (3.76%) SonarQube
6 6 (3.23%) gulp
6 6 (3.23%) Visual Studio
7 3 (1.61%) Subversion
8 2 (1.08%) Octopus Deploy
8 2 (1.08%) Team Foundation Server
9 1 (0.54%) Axure RP
9 1 (0.54%) Visual Website Optimizer
General
1 46 (24.73%) Finance
2 23 (12.37%) Marketing
3 10 (5.38%) Retail
4 6 (3.23%) Multimedia
4 6 (3.23%) Pharmaceutical
5 5 (2.69%) Banking
6 4 (2.15%) Telecoms
7 3 (1.61%) Retail Banking
8 2 (1.08%) Games
9 1 (0.54%) Advertising
9 1 (0.54%) Publishing
Job Titles
1 50 (26.88%) Analyst
2 45 (24.19%) Developer
3 23 (12.37%) Senior Analyst
4 21 (11.29%) Architect
4 21 (11.29%) Platform Engineer
5 11 (5.91%) Data Analyst
6 10 (5.38%) Insight Analyst
7 9 (4.84%) Business Intelligence Developer
8 8 (4.30%) Consultant
8 8 (4.30%) Designer
8 8 (4.30%) DevOps Architect
8 8 (4.30%) DevOps Engineer
8 8 (4.30%) Infrastructure Engineer
8 8 (4.30%) PowerShell Engineer
8 8 (4.30%) Windows Engineer
8 8 (4.30%) Windows Infrastructure Engineer
9 7 (3.76%) Creative Designer
9 7 (3.76%) Digital Designer
9 7 (3.76%) Python Developer
9 7 (3.76%) Web Developer
Libraries, Frameworks & Software Standards
1 38 (20.43%) HTML
2 31 (16.67%) CSS
3 20 (10.75%) AngularJS
4 14 (7.53%) .NET
5 12 (6.45%) Node.js
6 7 (3.76%) CSS3
6 7 (3.76%) HTML5
6 7 (3.76%) jQuery
6 7 (3.76%) React
6 7 (3.76%) Twitter Bootstrap
7 6 (3.23%) Ajax
7 6 (3.23%) LESS
7 6 (3.23%) Razor View Engine
7 6 (3.23%) Sass
8 5 (2.69%) Kafka
8 5 (2.69%) REST
8 5 (2.69%) Web Services
9 4 (2.15%) SOAP
9 4 (2.15%) XML
9 4 (2.15%) XSD
Miscellaneous
1 35 (18.82%) Analytical Skills
2 28 (15.05%) User Experience
3 11 (5.91%) Self-Motivation
4 10 (5.38%) Tandem
5 9 (4.84%) Cloud Native
6 8 (4.30%) Social Media
7 6 (3.23%) Biotechnology
7 6 (3.23%) Computer Science
7 6 (3.23%) Mobile App
8 5 (2.69%) Credit Risk
9 4 (2.15%) Algorithms
9 4 (2.15%) Replication
9 4 (2.15%) Taxonomies
9 4 (2.15%) Video Conferencing
10 3 (1.61%) Management Information System
11 2 (1.08%) Data Structures
12 1 (0.54%) Enterprise Cloud
12 1 (0.54%) Fintech
12 1 (0.54%) PMI
12 1 (0.54%) Public Cloud
Operating Systems
1 11 (5.91%) Windows
2 4 (2.15%) Linux
3 2 (1.08%) Unix
4 1 (0.54%) CentOS
4 1 (0.54%) Red Hat Enterprise Linux
4 1 (0.54%) Ubuntu
4 1 (0.54%) Windows 10
Processes & Methodologies
1 76 (40.86%) Data Analytics
2 74 (39.78%) Agile Software Development
3 48 (25.81%) Business Intelligence
4 34 (18.28%) Visualisation
5 32 (17.20%) Scrum
6 30 (16.13%) DevOps
6 30 (16.13%) Problem-Solving
7 27 (14.52%) Data Visualisation
8 23 (12.37%) Data Science
9 21 (11.29%) Predictive Modelling
10 19 (10.22%) ETL
10 19 (10.22%) Stakeholder Management
11 18 (9.68%) Data Analysis
11 18 (9.68%) E-Commerce
11 18 (9.68%) Mentoring
12 17 (9.14%) Mathematics
12 17 (9.14%) Statistics
13 16 (8.60%) Configuration Management
13 16 (8.60%) Continuous Integration
13 16 (8.60%) Runbook
Programming Languages
1 69 (37.10%) SQL
2 34 (18.28%) JavaScript
3 32 (17.20%) R
4 30 (16.13%) Python
5 19 (10.22%) PowerShell
6 15 (8.06%) C#
7 13 (6.99%) PHP
8 12 (6.45%) T-SQL
8 12 (6.45%) VBA
9 9 (4.84%) C
9 9 (4.84%) Java
9 9 (4.84%) MATLAB
10 7 (3.76%) Scala
10 7 (3.76%) VB
10 7 (3.76%) VB.NET
10 7 (3.76%) VB6
11 4 (2.15%) Data Analysis Expressions (DAX)
12 2 (1.08%) C++
13 1 (0.54%) Ruby
13 1 (0.54%) Shell Script
Qualifications
1 41 (22.04%) Degree
2 4 (2.15%) Computer Science Degree
3 2 (1.08%) CISM
3 2 (1.08%) CISSP
3 2 (1.08%) Numerate Degree
3 2 (1.08%) Postgraduate
4 1 (0.54%) AWS Certification
4 1 (0.54%) CESG Certified Professional
4 1 (0.54%) CISA
4 1 (0.54%) GSLC
4 1 (0.54%) ITIL Certification
4 1 (0.54%) ITIL Foundation Certificate
4 1 (0.54%) MCSE
4 1 (0.54%) Microsoft Certification
4 1 (0.54%) PMI Certification
4 1 (0.54%) SC Cleared
4 1 (0.54%) Security Cleared
Quality Assurance & Compliance
1 10 (5.38%) Data Quality
2 7 (3.76%) ISO/IEC 27001
3 5 (2.69%) Cyber Essentials
4 4 (2.15%) SLA
5 3 (1.61%) GDPR
6 2 (1.08%) PMO
7 1 (0.54%) COBIT
7 1 (0.54%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.54%) QA
System Software
1 8 (4.30%) Docker
2 6 (3.23%) HDFS
3 4 (2.15%) Apache Flume
4 1 (0.54%) Active Directory
Systems Management
1 19 (10.22%) Puppet
2 18 (9.68%) Opscode Chef
3 17 (9.14%) Ansible
4 10 (5.38%) Mesos
5 8 (4.30%) Docker Swarm
6 6 (3.23%) Oozie
7 1 (0.54%) Microsoft Intune
7 1 (0.54%) SCCM
7 1 (0.54%) Xymon
7 1 (0.54%) ZABBIX
Vendors
1 23 (12.37%) Google
2 22 (11.83%) Microsoft
3 21 (11.29%) Tableau
4 16 (8.60%) Atlassian
5 10 (5.38%) Adobe
5 10 (5.38%) SAP
6 7 (3.76%) Cognos
6 7 (3.76%) Informatica
6 7 (3.76%) MuleSoft
6 7 (3.76%) Oracle
6 7 (3.76%) Salesforce.com
7 6 (3.23%) Capita
7 6 (3.23%) Xamarin
8 5 (2.69%) Twitter
9 4 (2.15%) Apple
9 4 (2.15%) IBM
9 4 (2.15%) Nintex
10 3 (1.61%) Screaming Frog
11 2 (1.08%) OutSystems
11 2 (1.08%) Red Hat