Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 47 86 116
Rank change year-on-year +39 +30 +8
Permanent jobs citing Analytics 246 183 167
As % of all permanent IT jobs advertised in Leeds 4.93% 3.36% 2.44%
As % of the Processes & Methodologies category 5.34% 3.70% 2.65%
Number of salaries quoted 205 142 160
Leeds median annual salary £42,500 £47,500 £32,500
Median salary % change year-on-year -10.53% +46.15% -35.00%
10th Percentile £30,000 £26,000 £21,250
90th Percentile £75,000 £73,750 £47,625
West Yorkshire median annual salary £40,750 £47,500 £32,500
% change year-on-year -14.21% +46.15% -13.33%

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 4605 4942 6307
As % of all permanent IT jobs advertised in Leeds 92.21% 90.73% 91.97%
Number of salaries quoted 3867 4234 5011
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £63,250 £62,500 £61,000
West Yorkshire median annual salary £43,000 £42,500 £42,000
% change year-on-year +1.18% +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 22 November 2017.

Salary histogram for Analytics in Leeds

For the 6 months to 22 November 2017, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Leeds region with a requirement for Analytics.

1 81 (32.93%) Business Intelligence
2 64 (26.02%) SQL
3 53 (21.54%) Finance
4 52 (21.14%) User Experience
5 51 (20.73%) Data Analytics
6 50 (20.33%) Data Warehouse
7 49 (19.92%) Microsoft
7 49 (19.92%) Analytical Skills
8 45 (18.29%) Microsoft Excel
9 44 (17.89%) Data Mining
10 43 (17.48%) Marketing
11 41 (16.67%) Agile Software Development
12 39 (15.85%) Data Analysis
13 38 (15.45%) Degree
13 38 (15.45%) E-Commerce
14 36 (14.63%) Visualisation
15 35 (14.23%) SAS
16 34 (13.82%) ETL
17 33 (13.41%) Wireframes
18 31 (12.60%) Google
19 30 (12.20%) Tableau
20 29 (11.79%) Stakeholder Engagement
20 29 (11.79%) Data Modelling
20 29 (11.79%) HTML
21 28 (11.38%) Data Visualisation
22 27 (10.98%) Machine Learning
22 27 (10.98%) SQL Server
22 27 (10.98%) CSS
22 27 (10.98%) Mathematics
23 25 (10.16%) Adobe

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 35 (14.23%) SAS
2 10 (4.07%) CMS
3 9 (3.66%) SharePoint
4 7 (2.85%) Apache Spark
5 3 (1.22%) Elasticsearch
5 3 (1.22%) Umbraco
6 2 (0.81%) Apache
6 2 (0.81%) Apache Pig
7 1 (0.41%) Drupal
7 1 (0.41%) EPiServer
7 1 (0.41%) nginx
7 1 (0.41%) TYPO3
7 1 (0.41%) WebSphere
Applications
1 45 (18.29%) Microsoft Excel
2 23 (9.35%) Adobe Creative Suite
3 21 (8.54%) Microsoft Office
4 15 (6.10%) SPSS
5 4 (1.63%) Microsoft PowerPoint
5 4 (1.63%) Photoshop
6 3 (1.22%) InVision
7 1 (0.41%) MS Visio
7 1 (0.41%) Spreadsheet
Business Applications
1 2 (0.81%) Dynamics CRM
1 2 (0.81%) Magento
1 2 (0.81%) SAP Business One
2 1 (0.41%) Cognos TM1
2 1 (0.41%) Workfront
Cloud Services
1 21 (8.54%) Google Analytics
2 9 (3.66%) Google Tag Manager
3 7 (2.85%) Microsoft Azure
4 5 (2.03%) Amazon AWS
5 3 (1.22%) Cortana Intelligence Suite
5 3 (1.22%) Slack
6 2 (0.81%) AdWords
6 2 (0.81%) Google Cloud Platform
6 2 (0.81%) PaaS
6 2 (0.81%) SaaS
7 1 (0.41%) Azure Active Directory
7 1 (0.41%) CallidusCloud
7 1 (0.41%) Cloud Computing
7 1 (0.41%) IaaS
7 1 (0.41%) MailChimp
7 1 (0.41%) Office 365
Communications & Networking
1 1 (0.41%) VPN
Database & Business Intelligence
1 50 (20.33%) Data Warehouse
2 44 (17.89%) Data Mining
3 27 (10.98%) SQL Server
4 24 (9.76%) SQL Server Reporting Services
5 22 (8.94%) SQL Server Analysis Services
5 22 (8.94%) SQL Server Integration Services
6 21 (8.54%) Big Data
7 14 (5.69%) BusinessObjects
8 13 (5.28%) MS Access
9 11 (4.47%) Hadoop
10 9 (3.66%) SQL Server 2012
10 9 (3.66%) SQL Server 2014
11 8 (3.25%) Enterprise Data Warehouse
11 8 (3.25%) QlikView
11 8 (3.25%) Relational Database
12 7 (2.85%) Power BI
13 5 (2.03%) Microsoft Analysis Services
14 4 (1.63%) DB2
14 4 (1.63%) MongoDB
15 3 (1.22%) NoSQL
Development Applications
1 10 (4.07%) Team Foundation Server
2 8 (3.25%) Git (software)
2 8 (3.25%) Talend Open Studio
2 8 (3.25%) Visual Studio
3 4 (1.63%) Subversion
4 3 (1.22%) Axure RP
4 3 (1.22%) Jenkins
4 3 (1.22%) JIRA
4 3 (1.22%) Mercurial
General
1 53 (21.54%) Finance
2 43 (17.48%) Marketing
3 11 (4.47%) Advertising
3 11 (4.47%) Retail
4 10 (4.07%) Electronics
5 4 (1.63%) Financial Institution
5 4 (1.63%) Legal
5 4 (1.63%) Military
6 3 (1.22%) Games
6 3 (1.22%) Manufacturing
6 3 (1.22%) Multimedia
7 2 (0.81%) Telecoms
8 1 (0.41%) Automotive
8 1 (0.41%) Billing
8 1 (0.41%) Publishing
Job Titles
1 57 (23.17%) Analyst
2 37 (15.04%) Designer
2 37 (15.04%) UX Designer
3 28 (11.38%) Developer
4 20 (8.13%) Data Scientist
5 13 (5.28%) Data Analyst
6 12 (4.88%) Consultant
7 11 (4.47%) Trainer
8 10 (4.07%) Account Manager
8 10 (4.07%) Senior Analyst
9 9 (3.66%) ETL Developer
9 9 (3.66%) Report Analyst
10 8 (3.25%) Architect
10 8 (3.25%) SQL Analyst
11 7 (2.85%) Business Intelligence Analyst
12 6 (2.44%) Business Intelligence Developer
12 6 (2.44%) Data Manager
12 6 (2.44%) SAS Analyst
12 6 (2.44%) Senior Manager
12 6 (2.44%) Systems Engineer
Libraries, Frameworks & Software Standards
1 29 (11.79%) HTML
2 27 (10.98%) CSS
3 5 (2.03%) SailPoint
4 4 (1.63%) MDX
4 4 (1.63%) RESTful
5 3 (1.22%) .NET
5 3 (1.22%) Web Services
5 3 (1.22%) XML
6 2 (0.81%) COM
6 2 (0.81%) WSDL
7 1 (0.41%) Apache Camel
7 1 (0.41%) CSS3
7 1 (0.41%) D3.js
7 1 (0.41%) FusionCharts
7 1 (0.41%) HTML5
7 1 (0.41%) JSP
7 1 (0.41%) Kafka
7 1 (0.41%) Laravel
7 1 (0.41%) Leaflet
7 1 (0.41%) SOAP
Miscellaneous
1 52 (21.14%) User Experience
2 49 (19.92%) Analytical Skills
3 17 (6.91%) Social Media
4 16 (6.50%) Computer Science
4 16 (6.50%) Management Information System
5 14 (5.69%) Algorithms
6 10 (4.07%) Data Structures
7 7 (2.85%) Digital Media
7 7 (2.85%) Greenfield Project
8 6 (2.44%) NHS
9 4 (1.63%) Enterprise Software
9 4 (1.63%) FMCG
10 3 (1.22%) Credit Risk
10 3 (1.22%) Taxonomies
11 2 (0.81%) Graphic Design
11 2 (0.81%) Mobile App
11 2 (0.81%) SCADA
11 2 (0.81%) Smart City
11 2 (0.81%) Video Editing
12 1 (0.41%) Reference Data
Operating Systems
1 7 (2.85%) Linux
2 4 (1.63%) Android
2 4 (1.63%) Red Hat Enterprise Linux
3 3 (1.22%) Apple iOS
3 3 (1.22%) Windows
4 1 (0.41%) AIX
4 1 (0.41%) CentOS
4 1 (0.41%) Solaris
4 1 (0.41%) Unix
4 1 (0.41%) Windows Mobile
4 1 (0.41%) Windows Server 2003
Processes & Methodologies
1 81 (32.93%) Business Intelligence
2 51 (20.73%) Data Analytics
3 41 (16.67%) Agile Software Development
4 39 (15.85%) Data Analysis
5 38 (15.45%) E-Commerce
6 36 (14.63%) Visualisation
7 34 (13.82%) ETL
8 33 (13.41%) Wireframes
9 29 (11.79%) Data Modelling
9 29 (11.79%) Stakeholder Engagement
10 28 (11.38%) Data Visualisation
11 27 (10.98%) Machine Learning
11 27 (10.98%) Mathematics
12 23 (9.35%) Workflow
13 20 (8.13%) Data Management
13 20 (8.13%) Predictive Analytics
14 19 (7.72%) Collaborative Working
15 18 (7.32%) Continuous Improvement
15 18 (7.32%) Digital Marketing
15 18 (7.32%) Statistical Modelling
Programming Languages
1 64 (26.02%) SQL
2 20 (8.13%) Python
3 18 (7.32%) R
4 17 (6.91%) VBA
5 12 (4.88%) VB
6 9 (3.66%) Java
7 6 (2.44%) JavaScript
8 4 (1.63%) C
8 4 (1.63%) C#
9 3 (1.22%) Bash Shell
9 3 (1.22%) MATLAB
10 2 (0.81%) Data Analysis Expressions (DAX)
10 2 (0.81%) T-SQL
11 1 (0.41%) PHP
11 1 (0.41%) PL/SQL
11 1 (0.41%) PowerShell
11 1 (0.41%) Shell Script
Qualifications
1 38 (15.45%) Degree
2 7 (2.85%) Computer Science Degree
2 7 (2.85%) PhD
3 4 (1.63%) Numerate Degree
4 3 (1.22%) SC Cleared
4 3 (1.22%) Security Cleared
5 2 (0.81%) Master's Degree
6 1 (0.41%) MCSE
6 1 (0.41%) Microsoft Certification
6 1 (0.41%) Postgraduate
Quality Assurance & Compliance
1 11 (4.47%) SLA
2 7 (2.85%) PMO
3 5 (2.03%) QA
4 4 (1.63%) Data Quality
5 3 (1.22%) ISO/IEC 27001
6 1 (0.41%) Cyber Essentials
System Software
1 3 (1.22%) Docker
2 2 (0.81%) Active Directory
3 1 (0.41%) Samba
Systems Management
1 3 (1.22%) Ansible
1 3 (1.22%) Kubernetes
2 1 (0.41%) Grafana
2 1 (0.41%) Microsoft Intune
2 1 (0.41%) SCCM
Vendors
1 49 (19.92%) Microsoft
2 31 (12.60%) Google
3 30 (12.20%) Tableau
4 25 (10.16%) Adobe
5 14 (5.69%) Cognos
5 14 (5.69%) Xerox
6 13 (5.28%) Apple
7 12 (4.88%) Facebook
8 11 (4.47%) SAP
9 10 (4.07%) Dell
10 9 (3.66%) Oracle
11 8 (3.25%) Talend
12 6 (2.44%) DoubleClick
12 6 (2.44%) Twitter
13 5 (2.03%) IBM
14 4 (1.63%) Capita
14 4 (1.63%) Red Hat
15 3 (1.22%) Alteryx
15 3 (1.22%) Criteo
16 2 (0.81%) Optimizely