Period
to 8 December 2021

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 8 December 2021 with a comparison to the same period in the previous 2 years.

Visualization
England > Midlands
6 months to
8 Dec 2021
Same period 2020 Same period 2019
Rank 121 143 192
Rank change year-on-year +22 +49 +18
Permanent jobs citing Visualisation 275 88 158
As % of all permanent jobs advertised in the Midlands 2.57% 1.83% 1.42%
As % of the Processes & Methodologies category 2.75% 1.98% 1.53%
Number of salaries quoted 202 63 140
10th Percentile £31,250 £30,650 £26,725
25th Percentile £36,250 £32,500 £36,250
Median annual salary (50th Percentile) £50,000 £42,500 £45,000
Median % change year-on-year +17.65% -5.56% +5.88%
75th Percentile £58,750 £55,875 £52,500
90th Percentile £65,775 £74,500 £61,475
England median annual salary £55,000 £60,000 £52,500
% change year-on-year -8.33% +14.29% -1.95%

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 the Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Permanent vacancies with a requirement for process or methodology skills 10,005 4,451 10,336
As % of all permanent IT jobs advertised in the Midlands 93.64% 92.63% 92.76%
Number of salaries quoted 7,318 3,634 8,588
10th Percentile £30,000 £29,500 £26,250
25th Percentile £37,500 £36,250 £33,287
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +2.27%
75th Percentile £65,000 £57,500 £57,500
90th Percentile £78,750 £70,000 £71,250
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Visualisation
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Visualisation in the Midlands

Visualisation
Salary Trend in the Midlands

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

Salary trend for Visualisation in the Midlands

Visualisation
Salary Histogram in the Midlands

Salary distribution for jobs citing Visualisation in the Midlands over the 6 months to 8 December 2021.

Salary histogram for Visualisation in the Midlands

Visualisation
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Midlands region over the 6 months to 8 December 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 Midlands +18 201 £55,000 +22.22% 40
East Midlands -26 70 £40,000 +4.49% 8
Visualisation
England

For the 6 months to 8 December 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 Midlands region with a requirement for Visualisation.

1 182 (66.18%) Business Intelligence
2 141 (51.27%) SQL
3 132 (48.00%) Power BI
3 132 (48.00%) Power Platform
4 121 (44.00%) Analytics
5 119 (43.27%) Data Visualisation
6 105 (38.18%) Microsoft
7 103 (37.45%) ETL
8 94 (34.18%) Analytical Skills
9 91 (33.09%) Data Warehouse
10 86 (31.27%) Data Modelling
11 85 (30.91%) Agile Software Development
12 79 (28.73%) Azure
13 70 (25.45%) Data Analysis
14 67 (24.36%) SQL Server
14 67 (24.36%) Social Skills
15 60 (21.82%) Problem-Solving
16 56 (20.36%) SQL Server Integration Services
17 52 (18.91%) Degree
17 52 (18.91%) Python
18 50 (18.18%) Finance
19 45 (16.36%) Continuous Improvement
20 44 (16.00%) Data Analytics
21 42 (15.27%) T-SQL
22 41 (14.91%) SQL Server Reporting Services
23 40 (14.55%) C#
23 40 (14.55%) Stakeholder Management
24 37 (13.45%) AWS
25 35 (12.73%) Decision-Making
26 34 (12.36%) Tableau

Visualisation
Co-occurring IT Skills in the Midlands 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 15 (5.45%) Confluence
2 9 (3.27%) Elasticsearch
3 4 (1.45%) Apache Spark
4 3 (1.09%) SAS
5 2 (0.73%) SharePoint
6 1 (0.36%) Apache Airflow
6 1 (0.36%) Jupyter
6 1 (0.36%) Luigi
Applications
1 32 (11.64%) Microsoft Excel
2 24 (8.73%) Microsoft Office
3 12 (4.36%) Spreadsheet
4 8 (2.91%) MS Visio
5 2 (0.73%) Adobe After Effects
5 2 (0.73%) AutoCAD
5 2 (0.73%) Maya
5 2 (0.73%) Photoshop
5 2 (0.73%) Siemens NX
6 1 (0.36%) Figma
Business Applications
1 6 (2.18%) Academy Revenues and Benefits
2 4 (1.45%) NetSuite
3 3 (1.09%) SAP Business One
4 2 (0.73%) Sentinel
4 2 (0.73%) Teamcenter
5 1 (0.36%) Dynamics NAV
5 1 (0.36%) iTrent
5 1 (0.36%) Magento
5 1 (0.36%) Maximo
5 1 (0.36%) Shopify
Cloud Services
1 132 (48.00%) Power Platform
2 79 (28.73%) Azure
3 37 (13.45%) AWS
4 27 (9.82%) Azure Data Factory
5 18 (6.55%) Azure Synapse Analytics
6 17 (6.18%) Amazon S3
6 17 (6.18%) PaaS
7 14 (5.09%) GitHub
8 12 (4.36%) GCP
9 11 (4.00%) SaaS
10 9 (3.27%) Snowflake
11 8 (2.91%) Amazon CloudWatch
11 8 (2.91%) AWS Lambda
11 8 (2.91%) Cloud Computing
11 8 (2.91%) IaaS
11 8 (2.91%) Microsoft 365
11 8 (2.91%) Serverless
12 6 (2.18%) Azure Stack
13 3 (1.09%) CloudFront
14 2 (0.73%) Azure Machine Learning
Communications & Networking
1 6 (2.18%) Internet
2 5 (1.82%) VPN
3 4 (1.45%) IP Telephony
3 4 (1.45%) LAN
3 4 (1.45%) MPLS
3 4 (1.45%) WAN
4 3 (1.09%) Cisco IOS
4 3 (1.09%) Cisco Nexus
4 3 (1.09%) SMS
4 3 (1.09%) Wireless
5 2 (0.73%) Broadband
6 1 (0.36%) DNS
6 1 (0.36%) Network Security
Database & Business Intelligence
1 132 (48.00%) Power BI
2 91 (33.09%) Data Warehouse
3 67 (24.36%) SQL Server
4 56 (20.36%) SQL Server Integration Services
5 41 (14.91%) SQL Server Reporting Services
6 34 (12.36%) Tableau
7 28 (10.18%) SQL Server Analysis Services
8 23 (8.36%) MySQL
9 19 (6.91%) Data Lake
10 16 (5.82%) NoSQL
11 15 (5.45%) Power Query
12 14 (5.09%) Amazon QuickSight
12 14 (5.09%) Azure SQL Database
12 14 (5.09%) Big Data
12 14 (5.09%) Hadoop
12 14 (5.09%) Metadata
12 14 (5.09%) Metadata Repository
13 13 (4.73%) Data Mining
14 12 (4.36%) Azure SQL Data Warehouse
14 12 (4.36%) Enterprise Data Warehouse
Development Applications
1 17 (6.18%) Git (software)
1 17 (6.18%) JIRA
1 17 (6.18%) Visual Studio
2 16 (5.82%) SQL Server Management Studio (SSMS)
3 8 (2.91%) Bitbucket
3 8 (2.91%) ERwin
4 7 (2.55%) Team Foundation Server
5 2 (0.73%) Jenkins
6 1 (0.36%) Atlassian Bamboo
6 1 (0.36%) GitLab
6 1 (0.36%) Octopus Deploy
6 1 (0.36%) TestRail
6 1 (0.36%) Vagrant
General
1 94 (34.18%) Analytical Skills
2 67 (24.36%) Social Skills
3 50 (18.18%) Finance
4 27 (9.82%) Public Sector
5 16 (5.82%) Presentation Skills
6 13 (4.73%) Publishing
7 11 (4.00%) Local Government
7 11 (4.00%) Manufacturing
7 11 (4.00%) Social Housing
8 9 (3.27%) Automotive
8 9 (3.27%) Influencing Skills
8 9 (3.27%) Marketing
8 9 (3.27%) Organisational Skills
9 8 (2.91%) Retail
10 6 (2.18%) Banking
10 6 (2.18%) Law
11 4 (1.45%) Inclusion and Diversity
12 3 (1.09%) Telecoms
13 2 (0.73%) Games
13 2 (0.73%) Police
Job Titles
1 73 (26.55%) Developer
2 58 (21.09%) Analyst
3 46 (16.73%) Data Engineer
4 45 (16.36%) Business Intelligence Developer
5 32 (11.64%) Data Analyst
6 20 (7.27%) SQL Developer
7 19 (6.91%) Consultant
8 14 (5.09%) SQL BI Developer
9 13 (4.73%) Business Intelligence Consultant
10 12 (4.36%) Business Intelligence Lead
10 12 (4.36%) Business Intelligence Manager
10 12 (4.36%) Power BI Developer
11 10 (3.64%) Data Consultant
12 9 (3.27%) Administrator
13 8 (2.91%) Business Intelligence Analyst
13 8 (2.91%) DBA
13 8 (2.91%) Product Owner
14 7 (2.55%) Business Analyst
14 7 (2.55%) Software Developer
15 6 (2.18%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 26 (9.45%) .NET
2 18 (6.55%) REST
3 16 (5.82%) JSON
3 16 (5.82%) XML
4 15 (5.45%) Web Services
5 11 (4.00%) React
6 9 (3.27%) AngularJS
6 9 (3.27%) Vue.js
7 8 (2.91%) PySpark
8 7 (2.55%) RESTful
9 6 (2.18%) .NET Core
10 5 (1.82%) NumPy
10 5 (1.82%) Pandas
11 4 (1.45%) NLTK
11 4 (1.45%) SciPy
11 4 (1.45%) WinForms
11 4 (1.45%) WPF
12 3 (1.09%) .NET Framework
12 3 (1.09%) ASP.NET
12 3 (1.09%) HTML
Miscellaneous
1 25 (9.09%) Management Information System
2 23 (8.36%) Data Structures
3 13 (4.73%) Driving Licence
4 11 (4.00%) Algorithms
4 11 (4.00%) Housing Association
5 8 (2.91%) Enterprise Software
6 7 (2.55%) Data Protection Act
6 7 (2.55%) User Experience
7 6 (2.18%) Industry 4.0
7 6 (2.18%) Internet of Things
7 6 (2.18%) Self-Motivation
7 6 (2.18%) Social Media
8 4 (1.45%) Analytical Mindset
8 4 (1.45%) Digital Signage
9 2 (0.73%) Animation
9 2 (0.73%) Greenfield Project
10 1 (0.36%) Cloud Native
10 1 (0.36%) Hybrid Cloud
10 1 (0.36%) NHS
10 1 (0.36%) Pricing Data
Operating Systems
1 19 (6.91%) Windows
2 14 (5.09%) Linux
3 10 (3.64%) Unix
4 8 (2.91%) Solaris
5 7 (2.55%) Windows 10
5 7 (2.55%) Windows Server
6 4 (1.45%) Windows Server 2016
7 3 (1.09%) CentOS
7 3 (1.09%) Mac OS
8 1 (0.36%) Android
8 1 (0.36%) Apple iOS
Processes & Methodologies
1 182 (66.18%) Business Intelligence
2 121 (44.00%) Analytics
3 119 (43.27%) Data Visualisation
4 103 (37.45%) ETL
5 86 (31.27%) Data Modelling
6 85 (30.91%) Agile Software Development
7 70 (25.45%) Data Analysis
8 60 (21.82%) Problem-Solving
9 45 (16.36%) Continuous Improvement
10 44 (16.00%) Data Analytics
11 40 (14.55%) Stakeholder Management
12 35 (12.73%) Decision-Making
13 28 (10.18%) Data Architecture
14 25 (9.09%) DevOps
14 25 (9.09%) Software Engineering
15 24 (8.73%) Data Security
16 23 (8.36%) Data Science
16 23 (8.36%) Data Transformation
17 22 (8.00%) Time Management
18 21 (7.64%) Scrum
Programming Languages
1 141 (51.27%) SQL
2 52 (18.91%) Python
3 42 (15.27%) T-SQL
4 40 (14.55%) C#
5 16 (5.82%) JavaScript
6 12 (4.36%) Data Analysis Expressions (DAX)
7 11 (4.00%) PowerShell
8 10 (3.64%) R
9 9 (3.27%) PHP
10 8 (2.91%) PHP 7
11 6 (2.18%) C
12 5 (1.82%) C++
13 4 (1.45%) Java
13 4 (1.45%) TypeScript
14 3 (1.09%) VB
15 2 (0.73%) ANSI SQL
15 2 (0.73%) Perl
15 2 (0.73%) Ruby
15 2 (0.73%) VBA
16 1 (0.36%) Bash Shell
Qualifications
1 52 (18.91%) Degree
2 9 (3.27%) Security Cleared
3 3 (1.09%) ACCA
3 3 (1.09%) CIMA
3 3 (1.09%) Microsoft Certification
4 2 (0.73%) Computer Science Degree
4 2 (0.73%) GCFA
4 2 (0.73%) GCFE
4 2 (0.73%) GCIA
4 2 (0.73%) GCIH
4 2 (0.73%) ITIL Certification
4 2 (0.73%) SANS
5 1 (0.36%) AWS Certification
5 1 (0.36%) DV Cleared
5 1 (0.36%) SC Cleared
Quality Assurance & Compliance
1 34 (12.36%) Data Quality
2 31 (11.27%) QA
3 8 (2.91%) Accessibility
4 2 (0.73%) SLA
5 1 (0.36%) Actionable Recommendations
5 1 (0.36%) Cyber Essentials
5 1 (0.36%) GRC
5 1 (0.36%) ISO/IEC 27001
5 1 (0.36%) PCI DSS
System Software
1 6 (2.18%) VMware Infrastructure
2 5 (1.82%) Docker
3 2 (0.73%) Active Directory
4 1 (0.36%) VirtualBox
Systems Management
1 4 (1.45%) Ansible
1 4 (1.45%) SCCM
2 3 (1.09%) BMC PATROL
3 2 (0.73%) Kubernetes
4 1 (0.36%) Docker Swarm
4 1 (0.36%) Kibana
4 1 (0.36%) Terraform
Vendors
1 105 (38.18%) Microsoft
2 19 (6.91%) Databricks
3 18 (6.55%) Google
4 12 (4.36%) Oracle
5 10 (3.64%) Salesforce.com
6 9 (3.27%) Atlassian
7 8 (2.91%) Cisco
7 8 (2.91%) Civica
7 8 (2.91%) SAP
8 6 (2.18%) TIBCO
8 6 (2.18%) VMware
9 4 (1.45%) Alteryx
9 4 (1.45%) HubSpot
9 4 (1.45%) Meraki
10 3 (1.09%) Citrix
11 2 (0.73%) Adobe
11 2 (0.73%) Autodesk
11 2 (0.73%) MicroStrategy
11 2 (0.73%) Siemens
11 2 (0.73%) Talend