Period
to 23 September 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 23 September 2021 with a comparison to the same period in the previous 2 years.

Visualization
England > Yorkshire
6 months to
23 Sep 2021
Same period 2020 Same period 2019
Rank 108 130 204
Rank change year-on-year +22 +74 -15
Permanent jobs citing Visualisation 162 30 103
As % of all permanent jobs advertised in Yorkshire 2.50% 1.14% 1.40%
As % of the Processes & Methodologies category 2.66% 1.21% 1.53%
Number of salaries quoted 110 22 92
10th Percentile £32,500 £27,175 £29,500
25th Percentile £37,500 £32,000 £36,250
Median annual salary (50th Percentile) £45,000 £48,750 £43,750
Median % change year-on-year -7.69% +11.43% +2.94%
75th Percentile £57,500 £60,938 £54,063
90th Percentile £67,175 £64,750 £65,000
England median annual salary £55,000 £57,500 £50,000
% change year-on-year -4.35% +15.00% -4.76%

Visualisation 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 6,098 2,479 6,734
As % of all permanent IT jobs advertised in Yorkshire 94.08% 94.08% 91.21%
Number of salaries quoted 4,736 2,166 5,437
10th Percentile £31,250 £31,250 £25,750
25th Percentile £37,500 £36,313 £32,500
Median annual salary (50th Percentile) £49,750 £45,000 £44,000
Median % change year-on-year +10.56% +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 £57,000 £52,500
% change year-on-year +0.88% +8.57% +2.94%

Visualisation
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Visualisation in Yorkshire

Visualisation
Salary Trend in Yorkshire

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

Salary trend for Visualisation in Yorkshire

Visualisation
Salary Histogram in Yorkshire

Salary distribution for jobs citing Visualisation in Yorkshire over the 6 months to 23 September 2021.

Salary histogram for Visualisation in Yorkshire

Visualisation
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Yorkshire region over the 6 months to 23 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 +5 122 £42,500 -24.44% 8
South Yorkshire -34 22 £37,500 -31.82% 3
North Yorkshire +11 13 £45,000 -10.00% 3
East Yorkshire -16 4 £50,000 +56.25% 3
Visualisation
England

For the 6 months to 23 September 2021, IT jobs citing Visualisation 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 Visualisation.

1 110 (67.90%) SQL
2 107 (66.05%) Business Intelligence
3 103 (63.58%) Power BI
3 103 (63.58%) Power Platform
4 91 (56.17%) Data Visualisation
5 70 (43.21%) Agile Software Development
6 66 (40.74%) Analytics
7 56 (34.57%) Data Modelling
8 54 (33.33%) Tableau
9 51 (31.48%) Analytical Skills
10 49 (30.25%) Data Warehouse
11 45 (27.78%) Azure
12 39 (24.07%) SQL Server Integration Services
13 37 (22.84%) Microsoft Excel
13 37 (22.84%) Data Analysis
14 34 (20.99%) Python
15 32 (19.75%) Social Skills
16 31 (19.14%) Problem-Solving
17 30 (18.52%) SQL Server
18 27 (16.67%) Finance
18 27 (16.67%) Decision-Making
19 26 (16.05%) SQL Server Reporting Services
20 25 (15.43%) Degree
20 25 (15.43%) Alteryx
20 25 (15.43%) ETL
21 24 (14.81%) Microsoft
21 24 (14.81%) SQL Server Analysis Services
21 24 (14.81%) Data Science
22 23 (14.20%) T-SQL
23 22 (13.58%) Data Quality

Visualisation
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 13 (8.02%) Apache Spark
2 6 (3.70%) SAS
3 5 (3.09%) Apache Airflow
3 5 (3.09%) Luigi
3 5 (3.09%) Tomcat
4 3 (1.85%) SharePoint
5 1 (0.62%) Apache
5 1 (0.62%) Apache Synapse
Applications
1 37 (22.84%) Microsoft Excel
2 12 (7.41%) Microsoft Office
3 6 (3.70%) Microsoft PowerPoint
4 3 (1.85%) MS Visio
4 3 (1.85%) Spreadsheet
Business Applications
1 5 (3.09%) Shopify
Cloud Services
1 103 (63.58%) Power Platform
2 45 (27.78%) Azure
3 18 (11.11%) Azure Data Factory
4 14 (8.64%) AWS
5 8 (4.94%) SaaS
6 7 (4.32%) Azure Synapse Analytics
6 7 (4.32%) PowerApps
7 5 (3.09%) Amazon EC2
7 5 (3.09%) Amazon EMR
7 5 (3.09%) Google Sheets
8 4 (2.47%) Snowflake
9 3 (1.85%) Matillion
9 3 (1.85%) Serverless
10 2 (1.23%) AWS Lambda
10 2 (1.23%) AWS Step Functions
10 2 (1.23%) Azure Machine Learning
11 1 (0.62%) Azure Functions
11 1 (0.62%) Boomi
11 1 (0.62%) Power Automate
11 1 (0.62%) Yammer
Communications & Networking
1 9 (5.56%) Broadband
2 4 (2.47%) HTTP
2 4 (2.47%) HTTPS
3 1 (0.62%) Intranet
3 1 (0.62%) SAN
Database & Business Intelligence
1 103 (63.58%) Power BI
2 54 (33.33%) Tableau
3 49 (30.25%) Data Warehouse
4 39 (24.07%) SQL Server Integration Services
5 30 (18.52%) SQL Server
6 26 (16.05%) SQL Server Reporting Services
7 24 (14.81%) SQL Server Analysis Services
8 15 (9.26%) Relational Database
9 14 (8.64%) Data Lake
10 10 (6.17%) Big Data
11 8 (4.94%) Amazon Redshift
11 8 (4.94%) Essbase
11 8 (4.94%) Hadoop
11 8 (4.94%) NoSQL
11 8 (4.94%) OLAP
12 7 (4.32%) Metadata
12 7 (4.32%) Microsoft Analysis Services
12 7 (4.32%) MySQL
12 7 (4.32%) Spark SQL
13 6 (3.70%) Azure SQL Database
Development Applications
1 11 (6.79%) JIRA
2 6 (3.70%) Team Foundation Server
3 4 (2.47%) Git (software)
3 4 (2.47%) Mercurial
3 4 (2.47%) Subversion
4 2 (1.23%) JUnit
5 1 (0.62%) Gatling
5 1 (0.62%) JMeter
5 1 (0.62%) LoadRunner
5 1 (0.62%) NeoLoad
5 1 (0.62%) Visual Studio
General
1 51 (31.48%) Analytical Skills
2 32 (19.75%) Social Skills
3 27 (16.67%) Finance
4 16 (9.88%) Marketing
5 12 (7.41%) Retail
6 9 (5.56%) Games
7 7 (4.32%) Legal
8 6 (3.70%) Banking
8 6 (3.70%) Law
8 6 (3.70%) Publishing
9 3 (1.85%) Manufacturing
10 2 (1.23%) Inclusion and Diversity
10 2 (1.23%) Presentation Skills
11 1 (0.62%) French Language
11 1 (0.62%) German Language
11 1 (0.62%) Influencing Skills
11 1 (0.62%) Pharmaceutical
11 1 (0.62%) Spanish Language
Job Titles
1 68 (41.98%) Analyst
2 36 (22.22%) Data Analyst
3 28 (17.28%) Developer
4 25 (15.43%) Business Intelligence Developer
5 17 (10.49%) Data Engineer
6 16 (9.88%) Business Intelligence Analyst
7 14 (8.64%) Power BI Developer
8 12 (7.41%) Architect
9 9 (5.56%) Business Analyst
9 9 (5.56%) Power BI Analyst
10 7 (4.32%) Business Intelligence Lead
10 7 (4.32%) Insight Analyst
11 6 (3.70%) Analytics Manager
11 6 (3.70%) Customer Analyst
11 6 (3.70%) Customer Insight Analyst
11 6 (3.70%) Data Analytics Manager
11 6 (3.70%) Data Architect
12 5 (3.09%) Senior Analyst
12 5 (3.09%) Senior Developer
12 5 (3.09%) Solutions Architect
Libraries, Frameworks & Software Standards
1 11 (6.79%) PySpark
2 6 (3.70%) MDX
3 5 (3.09%) Kafka
3 5 (3.09%) Spark Streaming
4 4 (2.47%) Elastic Stack
4 4 (2.47%) LAMP
4 4 (2.47%) LAPP Stack
4 4 (2.47%) Node.js
5 3 (1.85%) AngularJS
6 2 (1.23%) D3.js
6 2 (1.23%) NumPy
6 2 (1.23%) Pandas
7 1 (0.62%) CSS
7 1 (0.62%) HTML
Miscellaneous
1 14 (8.64%) Data Protection Act
2 11 (6.79%) User Experience
3 10 (6.17%) Self-Motivation
4 9 (5.56%) Data Structures
4 9 (5.56%) Social Media
5 8 (4.94%) Management Information System
6 4 (2.47%) Analytical Mindset
6 4 (2.47%) NHS
6 4 (2.47%) Over-the-Top Content
7 3 (1.85%) Data Centre
8 2 (1.23%) Security Operations Centre
9 1 (0.62%) Freedom of Information
9 1 (0.62%) Freedom of Information Act
9 1 (0.62%) Graphic Design
9 1 (0.62%) Greenfield Project
9 1 (0.62%) Legacy Applications
9 1 (0.62%) Life Science
9 1 (0.62%) Motion Graphics
Operating Systems
1 10 (6.17%) Linux
2 4 (2.47%) Unix
3 2 (1.23%) Windows
Processes & Methodologies
1 107 (66.05%) Business Intelligence
2 91 (56.17%) Data Visualisation
3 70 (43.21%) Agile Software Development
4 66 (40.74%) Analytics
5 56 (34.57%) Data Modelling
6 37 (22.84%) Data Analysis
7 31 (19.14%) Problem-Solving
8 27 (16.67%) Decision-Making
9 25 (15.43%) ETL
10 24 (14.81%) Data Science
11 18 (11.11%) Data Analytics
11 18 (11.11%) Data Management
12 17 (10.49%) Data Engineering
12 17 (10.49%) Data Governance
13 16 (9.88%) Data Architecture
13 16 (9.88%) Data Protection
14 15 (9.26%) Mathematics
15 14 (8.64%) Computer Science
16 13 (8.02%) Waterfall
17 12 (7.41%) Stakeholder Management
Programming Languages
1 110 (67.90%) SQL
2 34 (20.99%) Python
3 23 (14.20%) T-SQL
4 17 (10.49%) Data Analysis Expressions (DAX)
5 11 (6.79%) Scala
6 8 (4.94%) R
7 4 (2.47%) Bash Shell
7 4 (2.47%) C++
7 4 (2.47%) Java
7 4 (2.47%) Lua
8 3 (1.85%) C#
8 3 (1.85%) JavaScript
8 3 (1.85%) TypeScript
9 2 (1.23%) HiveQL
9 2 (1.23%) PowerShell
9 2 (1.23%) VBA
10 1 (0.62%) PL/SQL
Qualifications
1 25 (15.43%) Degree
2 2 (1.23%) CCNA
2 2 (1.23%) Cisco Certification
2 2 (1.23%) MCSE
2 2 (1.23%) Microsoft Certification
2 2 (1.23%) SC Cleared
2 2 (1.23%) Security Cleared
2 2 (1.23%) TOGAF Certification
3 1 (0.62%) Master's Degree
3 1 (0.62%) PMP
Quality Assurance & Compliance
1 22 (13.58%) Data Quality
2 3 (1.85%) QA
3 1 (0.62%) GDPR
3 1 (0.62%) GMP
3 1 (0.62%) ISO 9001
System Software
1 5 (3.09%) Docker
2 3 (1.85%) VMware Infrastructure
3 1 (0.62%) HDFS
Systems Management
1 5 (3.09%) Grafana
1 5 (3.09%) Kubernetes
1 5 (3.09%) Prometheus
2 4 (2.47%) Rancher
3 1 (0.62%) Hadoop YARN
Vendors
1 25 (15.43%) Alteryx
2 24 (14.81%) Microsoft
3 9 (5.56%) Databricks
3 9 (5.56%) Oracle
4 8 (4.94%) Google
5 7 (4.32%) SAP
6 6 (3.70%) Teradata
7 5 (3.09%) Splunk
8 3 (1.85%) Citrix
8 3 (1.85%) Informatica
8 3 (1.85%) VMware
9 1 (0.62%) Adobe
9 1 (0.62%) Anaplan
9 1 (0.62%) AppDynamics
9 1 (0.62%) Cisco
9 1 (0.62%) Dynatrace
9 1 (0.62%) IFS
9 1 (0.62%) Micro Focus
9 1 (0.62%) New Relic
9 1 (0.62%) Optimizely