Period
to 17 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 December 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > Yorkshire
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 68 61 100
Rank change year-on-year -7 +39 +20
Permanent jobs citing Analytics 313 418 306
As % of all permanent IT jobs advertised in Yorkshire 3.96% 4.29% 2.79%
As % of the Processes & Methodologies category 4.30% 4.67% 3.04%
Number of salaries quoted 304 343 259
Yorkshire median annual salary £48,500 £40,000 £45,000
Median salary % change year-on-year +21.25% -11.11% +38.46%
10th Percentile £31,725 £27,500 £26,000
90th Percentile £72,500 £68,500 £72,500
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 7,283 8,952 10,058
As % of all permanent IT jobs advertised in Yorkshire 92.11% 91.91% 91.79%
Number of salaries quoted 5,920 7,523 8,410
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £26,250 £26,250 £25,738
90th Percentile £62,500 £60,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Analytics
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Analytics in Yorkshire

Analytics
Salary Trend in Yorkshire

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

Salary trend for Analytics in Yorkshire

Analytics
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Analytics in Yorkshire over the 6 months to 17 December 2018.

Salary histogram for Analytics in Yorkshire

Analytics
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Yorkshire region over the 6 months to 17 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -3 219 £49,248 +23.12% 49
South Yorkshire +10 62 £47,500 - 11
North Yorkshire -36 16 £43,000 +7.50% 15
East Yorkshire -10 3 £35,000 -12.50% 1
Analytics
England

For the 6 months to 17 December 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 Yorkshire region with a requirement for Analytics.

1 117 (37.38%) Agile Software Development
2 111 (35.46%) Data Analytics
3 106 (33.87%) SQL
4 80 (25.56%) Finance
5 79 (25.24%) Business Intelligence
6 63 (20.13%) JavaScript
7 57 (18.21%) HTML
8 56 (17.89%) Python
8 56 (17.89%) Degree
9 55 (17.57%) E-Commerce
10 52 (16.61%) DevOps
11 51 (16.29%) User Experience
11 51 (16.29%) Analytical Skills
12 50 (15.97%) CSS
12 50 (15.97%) Git (software)
13 47 (15.02%) Google
14 44 (14.06%) Google Analytics
15 43 (13.74%) Microsoft Azure
15 43 (13.74%) Data Warehouse
16 42 (13.42%) C#
17 39 (12.46%) Microsoft Excel
17 39 (12.46%) AngularJS
18 38 (12.14%) R
19 37 (11.82%) Data Modelling
19 37 (11.82%) PHP
19 37 (11.82%) Scrum
20 36 (11.50%) Microsoft
20 36 (11.50%) Node.js
20 36 (11.50%) Data Science
21 35 (11.18%) Mentoring

Analytics
Co-occurring IT Skills in Yorkshire 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 30 (9.58%) SAS
2 12 (3.83%) Apache Spark
2 12 (3.83%) WordPress
3 11 (3.51%) SharePoint
4 5 (1.60%) Elasticsearch
5 4 (1.28%) CMS
6 3 (0.96%) Apache Pig
6 3 (0.96%) WebSphere
7 2 (0.64%) Kentico
8 1 (0.32%) Apache Solr
8 1 (0.32%) Confluence
8 1 (0.32%) IBM Notes
8 1 (0.32%) Marvel
8 1 (0.32%) MS Exchange
8 1 (0.32%) WebLogic
8 1 (0.32%) WebSphere Application Server
Applications
1 39 (12.46%) Microsoft Excel
2 23 (7.35%) Photoshop
3 13 (4.15%) Microsoft PowerPoint
4 10 (3.19%) GIMP
4 10 (3.19%) Microsoft Office
5 6 (1.92%) Adobe Illustrator
6 5 (1.60%) InVision
7 3 (0.96%) MS Visio
8 2 (0.64%) SPSS
8 2 (0.64%) UXPin
9 1 (0.32%) Adobe Creative Suite
9 1 (0.32%) Spreadsheet
9 1 (0.32%) Weka
Business Applications
1 5 (1.60%) Dynamics AX
1 5 (1.60%) Shopify
2 3 (0.96%) Dynamics CRM
2 3 (0.96%) Magento
3 1 (0.32%) Cognos Business Intelligence
3 1 (0.32%) Cognos Controller
3 1 (0.32%) Cognos Planning
3 1 (0.32%) Cognos TM1
3 1 (0.32%) SAP ERP
3 1 (0.32%) SAP S/4HANA
Cloud Services
1 44 (14.06%) Google Analytics
2 43 (13.74%) Microsoft Azure
3 20 (6.39%) Amazon AWS
4 18 (5.75%) AdWords
5 10 (3.19%) npm
5 10 (3.19%) PaaS
6 8 (2.56%) IaaS
6 8 (2.56%) Office 365
7 7 (2.24%) SaaS
8 6 (1.92%) Amazon Kinesis
9 5 (1.60%) Amazon SageMaker
9 5 (1.60%) Cloud Computing
10 4 (1.28%) Adobe Analytics
11 3 (0.96%) GitHub
12 2 (0.64%) Adobe Creative Cloud
12 2 (0.64%) Azure Data Factory
12 2 (0.64%) Dynamics 365
12 2 (0.64%) Force.com
12 2 (0.64%) Google Cloud Platform
12 2 (0.64%) Serverless
Communications & Networking
1 19 (6.07%) DNS
2 4 (1.28%) Firewall
3 3 (0.96%) Intrusion Detection
4 2 (0.64%) Symposium
5 1 (0.32%) Extranet
5 1 (0.32%) Internet
5 1 (0.32%) Skype
5 1 (0.32%) VoIP
Database & Business Intelligence
1 43 (13.74%) Data Warehouse
2 34 (10.86%) Power BI
3 33 (10.54%) SQL Server
4 26 (8.31%) MySQL
4 26 (8.31%) QlikView
4 26 (8.31%) SQL Server Integration Services
5 24 (7.67%) Big Data
6 21 (6.71%) Azure SQL Database
6 21 (6.71%) SQL Server Reporting Services
7 19 (6.07%) SQL Server Analysis Services
8 14 (4.47%) NoSQL
9 13 (4.15%) SAP BW
10 12 (3.83%) Hadoop
11 11 (3.51%) MongoDB
12 10 (3.19%) Base SAS
12 10 (3.19%) Data Lake
13 8 (2.56%) Apache Cassandra
13 8 (2.56%) BusinessObjects
13 8 (2.56%) SAS Enterprise Guide
14 7 (2.24%) PostgreSQL
Development Applications
1 50 (15.97%) Git (software)
2 24 (7.67%) Visual Studio Team System
3 21 (6.71%) Jenkins
4 16 (5.11%) Subversion
5 15 (4.79%) Visual Studio
6 12 (3.83%) JIRA
7 10 (3.19%) gulp
7 10 (3.19%) TeamCity
8 8 (2.56%) Atlassian Bamboo
9 7 (2.24%) SonarQube
10 4 (1.28%) Axure RP
10 4 (1.28%) Octopus Deploy
11 3 (0.96%) SpecFlow
11 3 (0.96%) SQL Server Management Studio (SSMS)
12 2 (0.64%) Balsamiq Mockups
12 2 (0.64%) Selenium
13 1 (0.32%) HP UFT
13 1 (0.32%) LoadRunner
13 1 (0.32%) Moq
13 1 (0.32%) NUnit
General
1 80 (25.56%) Finance
2 26 (8.31%) Retail
3 25 (7.99%) Marketing
4 15 (4.79%) Games
5 12 (3.83%) Banking
6 8 (2.56%) Telecoms
7 3 (0.96%) Legal
7 3 (0.96%) Manufacturing
7 3 (0.96%) Multimedia
8 2 (0.64%) Back Office
8 2 (0.64%) Law
8 2 (0.64%) Military
8 2 (0.64%) Pharmaceutical
9 1 (0.32%) Advertising
9 1 (0.32%) Billing
9 1 (0.32%) Front Office
9 1 (0.32%) Investment Banking
9 1 (0.32%) Retail Banking
Job Titles
1 93 (29.71%) Developer
2 75 (23.96%) Analyst
3 34 (10.86%) Data Analyst
4 31 (9.90%) Senior Developer
5 24 (7.67%) Architect
6 23 (7.35%) Platform Engineer
7 21 (6.71%) Senior Analyst
8 20 (6.39%) Front End Developer (Client-Side Developer)
9 17 (5.43%) DevOps Engineer
10 13 (4.15%) Senior Data Analyst
11 12 (3.83%) JavaScript Developer
12 11 (3.51%) Administrator
12 11 (3.51%) Designer
13 10 (3.19%) Consultant
14 9 (2.88%) Business Analyst
14 9 (2.88%) Data Scientist
14 9 (2.88%) UX Designer
15 8 (2.56%) Infrastructure Engineer
15 8 (2.56%) Windows Engineer
15 8 (2.56%) Windows Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 57 (18.21%) HTML
2 50 (15.97%) CSS
3 39 (12.46%) AngularJS
4 36 (11.50%) Node.js
5 32 (10.22%) .NET
6 31 (9.90%) React
7 29 (9.27%) jQuery
8 28 (8.95%) HTML5
9 27 (8.63%) Twitter Bootstrap
10 24 (7.67%) CSS3
11 21 (6.71%) Sass
12 20 (6.39%) LESS
13 11 (3.51%) ASP.NET
13 11 (3.51%) Web Services
14 10 (3.19%) Ajax
14 10 (3.19%) Middleware
14 10 (3.19%) Razor View Engine
14 10 (3.19%) Vue.js
15 9 (2.88%) Kafka
16 7 (2.24%) Zend Framework
Miscellaneous
1 51 (16.29%) Analytical Skills
1 51 (16.29%) User Experience
2 19 (6.07%) Data Structures
3 13 (4.15%) Cloud Native
4 11 (3.51%) Social Media
5 9 (2.88%) e-Learning
5 9 (2.88%) Management Information System
5 9 (2.88%) Mobile App
6 6 (1.92%) Algorithms
7 5 (1.60%) Self-Motivation
8 4 (1.28%) Analytical Mindset
8 4 (1.28%) Credit Risk
8 4 (1.28%) Data Centre
9 3 (0.96%) Augmented Reality
9 3 (0.96%) Greenfield Project
9 3 (0.96%) NHS
9 3 (0.96%) Tandem
10 2 (0.64%) BBC
10 2 (0.64%) Biotechnology
10 2 (0.64%) Smartphone
Operating Systems
1 22 (7.03%) Linux
2 20 (6.39%) Windows
3 14 (4.47%) Unix
4 8 (2.56%) Android
4 8 (2.56%) Apple iOS
5 2 (0.64%) Red Hat Enterprise Linux
5 2 (0.64%) Windows 10
5 2 (0.64%) Windows Server
6 1 (0.32%) Windows 7
6 1 (0.32%) Windows 8
Processes & Methodologies
1 117 (37.38%) Agile Software Development
2 111 (35.46%) Data Analytics
3 79 (25.24%) Business Intelligence
4 55 (17.57%) E-Commerce
5 52 (16.61%) DevOps
6 37 (11.82%) Data Modelling
6 37 (11.82%) Scrum
7 36 (11.50%) Data Science
8 35 (11.18%) Mentoring
9 34 (10.86%) Coaching
10 30 (9.58%) Problem-Solving
11 29 (9.27%) ETL
11 29 (9.27%) MVC
12 27 (8.63%) Data Analysis
12 27 (8.63%) TDD
13 25 (7.99%) Configuration Management
13 25 (7.99%) Visualisation
14 23 (7.35%) Continuous Integration
14 23 (7.35%) Stakeholder Management
15 22 (7.03%) Project Management
Programming Languages
1 106 (33.87%) SQL
2 63 (20.13%) JavaScript
3 56 (17.89%) Python
4 42 (13.42%) C#
5 38 (12.14%) R
6 37 (11.82%) PHP
7 19 (6.07%) PowerShell
8 18 (5.75%) T-SQL
9 16 (5.11%) Java
10 15 (4.79%) VBA
11 12 (3.83%) Scala
12 11 (3.51%) PHP 5
13 9 (2.88%) MATLAB
14 7 (2.24%) VB
14 7 (2.24%) VB.NET
14 7 (2.24%) VB6
15 6 (1.92%) Ruby
15 6 (1.92%) Shell Script
16 5 (1.60%) Bash Shell
17 4 (1.28%) C
Qualifications
1 56 (17.89%) Degree
2 8 (2.56%) Numerate Degree
3 7 (2.24%) Computer Science Degree
4 5 (1.60%) AWS Certification
5 4 (1.28%) ITIL Certification
6 3 (0.96%) CISM
6 3 (0.96%) CISSP
6 3 (0.96%) Microsoft Certification
7 2 (0.64%) MCSE
7 2 (0.64%) TOGAF Certification
7 2 (0.64%) VMware Certified Professional (VCP)
8 1 (0.32%) A+ Certification
8 1 (0.32%) Master's Degree
8 1 (0.32%) MCDST
8 1 (0.32%) PMI Certification
Quality Assurance & Compliance
1 26 (8.31%) Data Quality
2 17 (5.43%) QA
3 6 (1.92%) ISO/IEC 27001
4 4 (1.28%) PMO
4 4 (1.28%) SLA
5 2 (0.64%) Cyber Essentials
5 2 (0.64%) GDPR
5 2 (0.64%) IFRS
5 2 (0.64%) IFRS 9
5 2 (0.64%) Sarbanes-Oxley
6 1 (0.32%) WCAG
System Software
1 14 (4.47%) Docker
2 4 (1.28%) HDFS
3 3 (0.96%) Active Directory
3 3 (0.96%) Apache Flume
4 2 (0.64%) XenApp
5 1 (0.32%) Hyper-V
5 1 (0.32%) VMware Infrastructure
Systems Management
1 26 (8.31%) Ansible
2 25 (7.99%) Puppet
3 21 (6.71%) Opscode Chef
4 15 (4.79%) Mesos
5 13 (4.15%) Docker Swarm
6 5 (1.60%) Hadoop YARN
7 4 (1.28%) Nagios
7 4 (1.28%) Oozie
8 2 (0.64%) Ambari
8 2 (0.64%) Microsoft Intune
9 1 (0.32%) Control-M
9 1 (0.32%) Kubernetes
9 1 (0.32%) Nessus
Vendors
1 47 (15.02%) Google
2 36 (11.50%) Microsoft
3 32 (10.22%) Tableau
4 24 (7.67%) SAP
5 16 (5.11%) Cognos
5 16 (5.11%) Zend
6 15 (4.79%) Atlassian
7 14 (4.47%) Oracle
8 11 (3.51%) Adobe
8 11 (3.51%) IBM
8 11 (3.51%) MuleSoft
9 10 (3.19%) Salesforce.com
9 10 (3.19%) Xamarin
10 8 (2.56%) Informatica
11 4 (1.28%) Hortonworks
11 4 (1.28%) Splunk
12 3 (0.96%) Apple
12 3 (0.96%) Cloudera
12 3 (0.96%) VMware
13 2 (0.64%) Citrix