Period
to 25 September 2021

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 25 September 2021 with a comparison to the same period in the previous 2 years.

Analytics
England > Yorkshire
6 months to
25 Sep 2021
Same period 2020 Same period 2019
Rank 36 105 104
Rank change year-on-year +69 -1 -26
Permanent jobs citing Analytics 413 60 263
As % of all permanent jobs advertised in Yorkshire 6.42% 2.30% 3.55%
As % of the Processes & Methodologies category 6.82% 2.44% 3.89%
Number of salaries quoted 286 46 209
10th Percentile £31,875 £32,250 £28,700
25th Percentile £40,000 £44,063 £36,000
Median annual salary (50th Percentile) £51,500 £51,250 £45,412
Median % change year-on-year +0.49% +12.86% +0.92%
75th Percentile £65,000 £65,000 £57,275
90th Percentile £82,500 £70,000 £70,462
England median annual salary £62,500 £62,500 £57,500
% change year-on-year - +8.70% +4.55%

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 6,055 2,456 6,764
As % of all permanent IT jobs advertised in Yorkshire 94.07% 94.03% 91.23%
Number of salaries quoted 4,701 2,149 5,464
10th Percentile £31,250 £31,250 £25,750
25th Percentile £37,500 £36,750 £32,500
Median annual salary (50th Percentile) £50,000 £45,000 £44,000
Median % change year-on-year +11.11% +2.27% +2.33%
75th Percentile £63,750 £57,500 £55,000
90th Percentile £75,000 £67,500 £65,000
England median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +2.94%

Analytics
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Analytics in Yorkshire

Analytics
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Analytics in Yorkshire.

Salary trend for Analytics in Yorkshire

Analytics
Salary Histogram in Yorkshire

Salary distribution for jobs citing Analytics in Yorkshire over the 6 months to 25 September 2021.

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 25 September 2021. 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 +37 278 £53,000 -7.83% 40
South Yorkshire -4 56 £60,000 +14.29% 14
North Yorkshire +44 54 £45,000 -5.26% 8
East Yorkshire -12 5 £39,250 +22.66% 1
Analytics
England

For the 6 months to 25 September 2021, 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.

1 201 (48.67%) SQL
2 176 (42.62%) Business Intelligence
3 153 (37.05%) Agile Software Development
4 152 (36.80%) Azure
5 100 (24.21%) Problem-Solving
6 99 (23.97%) Power Platform
6 99 (23.97%) Power BI
7 91 (22.03%) Python
8 83 (20.10%) DevOps
9 82 (19.85%) Finance
10 81 (19.61%) Analytical Skills
11 76 (18.40%) Data Warehouse
12 72 (17.43%) Microsoft
13 71 (17.19%) JavaScript
14 70 (16.95%) Data Analytics
15 68 (16.46%) Social Skills
16 67 (16.22%) Data Modelling
17 65 (15.74%) Visualisation
18 59 (14.29%) PowerShell
18 59 (14.29%) SQL Server
19 57 (13.80%) Marketing
20 56 (13.56%) Java
20 56 (13.56%) PHP
20 56 (13.56%) Tableau
21 55 (13.32%) MySQL
22 54 (13.08%) C#
22 54 (13.08%) Azure SQL Database
22 54 (13.08%) Jenkins
22 54 (13.08%) Terraform
23 53 (12.83%) Docker

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 14 (3.39%) Apache Spark
2 10 (2.42%) SAS
3 7 (1.69%) CMS
4 5 (1.21%) SharePoint
5 4 (0.97%) Apache
5 4 (0.97%) Apache Synapse
5 4 (0.97%) WordPress
6 2 (0.48%) nginx
6 2 (0.48%) TPMS
6 2 (0.48%) Umbraco
7 1 (0.24%) Confluence
7 1 (0.24%) Drupal
7 1 (0.24%) Mailman
Applications
1 48 (11.62%) Microsoft Excel
2 16 (3.87%) Microsoft Office
3 14 (3.39%) Microsoft PowerPoint
4 10 (2.42%) Photoshop
5 8 (1.94%) Adobe Illustrator
6 5 (1.21%) Figma
7 4 (0.97%) MS Visio
8 3 (0.73%) InVision
8 3 (0.73%) Sketch
9 1 (0.24%) Microsoft Project
9 1 (0.24%) SPSS
9 1 (0.24%) Stata
Business Applications
1 9 (2.18%) Magento
2 5 (1.21%) IBM Planning Analytics
2 5 (1.21%) NetSuite
3 4 (0.97%) Cognos Business Intelligence
3 4 (0.97%) Cognos Controller
4 2 (0.48%) Unit4 Business World
5 1 (0.24%) Dynamics CRM
5 1 (0.24%) Oracle ERP
5 1 (0.24%) SAP BPC
5 1 (0.24%) SAP S/4HANA
5 1 (0.24%) Sparx Enterprise Architect
Cloud Services
1 152 (36.80%) Azure
2 99 (23.97%) Power Platform
3 43 (10.41%) Google Analytics
4 42 (10.17%) Azure Cosmos DB
5 41 (9.93%) AWS
6 40 (9.69%) Datadog
6 40 (9.69%) Pulumi
7 22 (5.33%) Adobe Analytics
8 20 (4.84%) Azure Data Factory
9 19 (4.60%) SaaS
10 17 (4.12%) Google Tag Manager
11 14 (3.39%) Serverless
12 11 (2.66%) Azure Synapse Analytics
12 11 (2.66%) Google Data Studio
12 11 (2.66%) Google Sheets
13 10 (2.42%) PaaS
14 9 (2.18%) GCP
15 7 (1.69%) Google Ads
16 6 (1.45%) IaaS
17 5 (1.21%) GitHub
Communications & Networking
1 15 (3.63%) Broadband
2 13 (3.15%) Firewall
3 5 (1.21%) Cisco ASA
4 3 (0.73%) RFID
5 2 (0.48%) Internet
6 1 (0.24%) DNS
6 1 (0.24%) Network Security
6 1 (0.24%) SSH
Database & Business Intelligence
1 99 (23.97%) Power BI
2 76 (18.40%) Data Warehouse
3 59 (14.29%) SQL Server
4 56 (13.56%) Tableau
5 55 (13.32%) MySQL
6 54 (13.08%) Azure SQL Database
7 44 (10.65%) MongoDB
8 43 (10.41%) PostgreSQL
9 41 (9.93%) MariaDB
10 40 (9.69%) Redis
11 30 (7.26%) SQL Server Integration Services
12 21 (5.08%) Big Data
13 18 (4.36%) Hadoop
13 18 (4.36%) SQL Server Reporting Services
14 17 (4.12%) Data Lake
15 15 (3.63%) Metadata
15 15 (3.63%) SQL Server Analysis Services
16 14 (3.39%) BusinessObjects
17 11 (2.66%) Relational Database
18 10 (2.42%) BusinessObjects Business Intelligence
Development Applications
1 54 (13.08%) Jenkins
2 41 (9.93%) Team Foundation Server
3 19 (4.60%) Git (software)
4 8 (1.94%) Sonatype Nexus
5 6 (1.45%) Visual Studio
6 4 (0.97%) SQL Server Management Studio (SSMS)
7 3 (0.73%) JIRA
7 3 (0.73%) JUnit
7 3 (0.73%) Oracle APEX
8 2 (0.48%) GitLab
8 2 (0.48%) kappa
8 2 (0.48%) RStudio
9 1 (0.24%) Axure RP
9 1 (0.24%) CircleCI
9 1 (0.24%) gulp
9 1 (0.24%) Mockito
9 1 (0.24%) Spock
9 1 (0.24%) TeamCity
9 1 (0.24%) TestNG
9 1 (0.24%) Travis CI
General
1 82 (19.85%) Finance
2 81 (19.61%) Analytical Skills
3 68 (16.46%) Social Skills
4 57 (13.80%) Marketing
5 20 (4.84%) Retail
6 12 (2.91%) Banking
6 12 (2.91%) Legal
7 11 (2.66%) Advertising
8 8 (1.94%) Organisational Skills
8 8 (1.94%) Retail Banking
9 7 (1.69%) Games
9 7 (1.69%) Influencing Skills
10 5 (1.21%) Law
10 5 (1.21%) Public Sector
11 4 (0.97%) Inclusion and Diversity
11 4 (0.97%) Manufacturing
11 4 (0.97%) Presentation Skills
12 3 (0.73%) Electronics
12 3 (0.73%) Local Government
12 3 (0.73%) Publishing
Job Titles
1 72 (17.43%) Analyst
2 67 (16.22%) Architect
3 52 (12.59%) Developer
4 45 (10.90%) Data Architect
5 43 (10.41%) Azure DevOps
5 43 (10.41%) Azure Engineer
5 43 (10.41%) DevOps Engineer
6 42 (10.17%) Azure DevOps Engineer
7 35 (8.47%) Azure Architect
8 23 (5.57%) Solutions Architect
9 21 (5.08%) Data Engineer
10 20 (4.84%) Business Intelligence Developer
11 19 (4.60%) AWS Architect
12 18 (4.36%) Data Analyst
13 17 (4.12%) Business Intelligence Analyst
14 16 (3.87%) Product Manager
15 14 (3.39%) Commercial Analyst
15 14 (3.39%) Senior Analyst
16 12 (2.91%) Cloud Engineer
17 11 (2.66%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 44 (10.65%) ARM Templates
2 23 (5.57%) HTML
3 15 (3.63%) Node.js
4 14 (3.39%) CSS
5 13 (3.15%) .NET
5 13 (3.15%) AngularJS
5 13 (3.15%) React
6 9 (2.18%) Kafka
7 8 (1.94%) DOM
8 6 (1.45%) Laravel
8 6 (1.45%) PyTorch
8 6 (1.45%) SciPy
8 6 (1.45%) TensorFlow
9 5 (1.21%) .NET Core
9 5 (1.21%) Elastic Stack
9 5 (1.21%) Spark Streaming
10 4 (0.97%) jQuery
10 4 (0.97%) LESS
10 4 (0.97%) Sass
11 3 (0.73%) CSS3
Miscellaneous
1 47 (11.38%) User Experience
2 44 (10.65%) Linux Command Line
3 18 (4.36%) Management Information System
4 17 (4.12%) Social Media
5 15 (3.63%) Data Protection Act
6 11 (2.66%) Public Cloud
6 11 (2.66%) Taxonomies
7 9 (2.18%) Data Centre
7 9 (2.18%) Legacy Applications
8 7 (1.69%) Photography
8 7 (1.69%) Reference Data
9 6 (1.45%) Data Structures
9 6 (1.45%) Greenfield Project
9 6 (1.45%) Hedge funds
10 5 (1.21%) Cloud Native
11 4 (0.97%) Algorithms
11 4 (0.97%) Blog
11 4 (0.97%) e-Health
11 4 (0.97%) PACS
11 4 (0.97%) Security Operations Centre
Operating Systems
1 24 (5.81%) Windows
2 13 (3.15%) Windows Server
3 10 (2.42%) Linux
3 10 (2.42%) Unix
4 3 (0.73%) Solaris
5 2 (0.48%) Apple iOS
6 1 (0.24%) Windows Server 2012
6 1 (0.24%) Windows Server 2016
Processes & Methodologies
1 176 (42.62%) Business Intelligence
2 153 (37.05%) Agile Software Development
3 100 (24.21%) Problem-Solving
4 83 (20.10%) DevOps
5 70 (16.95%) Data Analytics
6 67 (16.22%) Data Modelling
7 65 (15.74%) Visualisation
8 52 (12.59%) Configuration Management
9 49 (11.86%) Infrastructure as Code
10 40 (9.69%) Web Application Development
11 39 (9.44%) Machine Learning
12 38 (9.20%) Data Visualisation
13 37 (8.96%) Decision-Making
13 37 (8.96%) ETL
14 36 (8.72%) Data Governance
15 35 (8.47%) Data Management
16 32 (7.75%) Business Analytics
16 32 (7.75%) Computer Science
16 32 (7.75%) Data Architecture
17 28 (6.78%) Statistics
Programming Languages
1 201 (48.67%) SQL
2 91 (22.03%) Python
3 71 (17.19%) JavaScript
4 59 (14.29%) PowerShell
5 56 (13.56%) Java
5 56 (13.56%) PHP
6 54 (13.08%) C#
7 49 (11.86%) Bash Shell
8 48 (11.62%) Groovy
9 43 (10.41%) Ruby
9 43 (10.41%) TypeScript
10 40 (9.69%) Go
11 25 (6.05%) VBA
12 21 (5.08%) R
13 18 (4.36%) T-SQL
14 9 (2.18%) Data Analysis Expressions (DAX)
15 8 (1.94%) C++
16 6 (1.45%) PL/SQL
17 3 (0.73%) C
18 2 (0.48%) X++
Qualifications
1 53 (12.83%) Degree
2 14 (3.39%) Numerate Degree
3 10 (2.42%) Microsoft Certification
4 8 (1.94%) Analytics IQ
5 4 (0.97%) AAT
5 4 (0.97%) ACCA
5 4 (0.97%) CIMA
5 4 (0.97%) Computer Science Degree
6 2 (0.48%) PhD
6 2 (0.48%) SC Cleared
6 2 (0.48%) Security Cleared
7 1 (0.24%) (ISC)2 CCSP
7 1 (0.24%) CCSP
7 1 (0.24%) Cisco Certification
7 1 (0.24%) CISM
7 1 (0.24%) CISSP
7 1 (0.24%) Master's Degree
7 1 (0.24%) MCSA
Quality Assurance & Compliance
1 29 (7.02%) Data Quality
2 13 (3.15%) Solvency II
3 8 (1.94%) Accessibility
4 7 (1.69%) GDPR
4 7 (1.69%) QA
5 4 (0.97%) HL7
5 4 (0.97%) ISO/IEC 20000
5 4 (0.97%) SLA
6 1 (0.24%) GMP
6 1 (0.24%) ISO 9001
6 1 (0.24%) ISO/IEC 27001
System Software
1 53 (12.83%) Docker
2 16 (3.87%) Active Directory
3 15 (3.63%) VMware Infrastructure
4 5 (1.21%) Virtual Machines
4 5 (1.21%) Virtual Servers
5 1 (0.24%) HDFS
Systems Management
1 54 (13.08%) Terraform
2 52 (12.59%) Kubernetes
3 48 (11.62%) Puppet
4 47 (11.38%) Ansible
5 46 (11.14%) Opscode Chef
6 40 (9.69%) Grafana
6 40 (9.69%) Prometheus
7 8 (1.94%) Matomo
8 3 (0.73%) FortiGate
9 2 (0.48%) Active Directory Federation Services
10 1 (0.24%) SCOM
10 1 (0.24%) SCOrch
10 1 (0.24%) WMI
Vendors
1 72 (17.43%) Microsoft
2 52 (12.59%) Google
3 40 (9.69%) New Relic
3 40 (9.69%) SaltStack
4 35 (8.47%) Oracle
5 33 (7.99%) Adobe
6 23 (5.57%) SAP
7 21 (5.08%) Databricks
8 18 (4.36%) Alteryx
9 15 (3.63%) VMware
10 12 (2.91%) Citrix
10 12 (2.91%) IBM
11 9 (2.18%) Informatica
11 9 (2.18%) Splunk
12 8 (1.94%) Cognos
12 8 (1.94%) Dynatrace
12 8 (1.94%) Snowplow
13 6 (1.45%) Cisco
13 6 (1.45%) Teradata
14 5 (1.21%) CheckPoint