Visualisation Contract Job Trends

Visualization
UK

The table below provides summary statistics and contractor rates for jobs requiring Visualisation skills. It covers contract job vacancies from the 6 months leading up to 20 June 2026, with comparisons to the same periods in the previous two years.

6 months to
20 Jun 2026
Same period 2025 Same period 2024
Rank 167 104 134
Rank change year-on-year -63 +30 +22
Contract jobs citing Visualisation 782 754 758
As % of all contract jobs in the UK 1.54% 2.53% 1.73%
As % of the Processes & Methodologies category 1.82% 2.77% 2.03%
Number of daily rates quoted 473 471 496
10th Percentile £325 £313 £313
25th Percentile £403 £400 £400
Median daily rate (50th Percentile) £480 £463 £490
Median % change year-on-year +3.78% -5.61% -2.00%
75th Percentile £582 £575 £575
90th Percentile £700 £675 £675
UK excluding London median daily rate £475 £450 £450
% change year-on-year +5.56% - -2.17%
Number of hourly rates quoted 51 43 47
10th Percentile £19.19 £23.00 £20.95
25th Percentile £30.73 £31.64 £41.88
Median hourly rate £55.00 £46.18 £60.00
Median % change year-on-year +19.10% -23.03% -
75th Percentile £65.00 £63.75 £65.00
90th Percentile £82.25 £65.00 -
UK excluding London median hourly rate £61.25 £48.09 £65.00
% change year-on-year +27.37% -26.02% +4.00%

All Process & Methodology Skills
UK

Visualisation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 42,996 27,186 37,276
As % of all contract IT jobs advertised in the UK 84.90% 91.05% 84.94%
Number of daily rates quoted 26,808 17,251 23,716
10th Percentile £325 £300 £300
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £513 £502 £525
Median % change year-on-year +2.19% -4.48% -4.55%
75th Percentile £620 £625 £638
90th Percentile £725 £738 £750
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 2,575 1,262 2,618
10th Percentile £14.82 £14.20 £12.73
25th Percentile £20.09 £17.82 £16.06
Median hourly rate £43.96 £25.50 £37.50
Median % change year-on-year +72.39% -32.00% +7.05%
75th Percentile £68.00 £55.19 £61.30
90th Percentile £82.25 £73.75 £72.50
UK excluding London median hourly rate £45.00 £25.15 £38.12
% change year-on-year +78.93% -34.02% +17.29%

Visualisation
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing Visualisation relative to all contract IT jobs advertised.

Visualisation job vacancy trend in the UK

Visualisation
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Visualisation.

Contractor daily rate distribution trend for jobs in the UK citing Visualisation

Visualisation
Daily Rate Histogram

Daily rate distribution for jobs citing Visualisation over the 6 months to 20 June 2026.

Daily rate histogram for Visualisation in the UK

Visualisation
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Visualisation.

Contractor hourly rate distribution trend for jobs in the UK citing Visualisation

Visualisation
Hourly Rate Histogram

Hourly rate distribution of jobs citing Visualisation over the 6 months to 20 June 2026.

Hourly rate histogram for Visualisation in the UK

Visualisation
Top 15 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Visualisation within the UK over the 6 months to 20 June 2026. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England -69 703 £480 +2.95% 318
London -46 366 £488 -2.50% 116
UK excluding London -76 336 £475 +5.56% 274
Work from Home -18 261 £491 +9.17% 106
North of England -52 115 £438 -3.74% 69
North West -20 64 £430 -7.03% 51
South East -43 63 £475 -13.64% 81
Midlands -51 63 £538 +34.38% 49
West Midlands -51 49 £538 +28.36% 25
South West -18 47 £475 +16.14% 35
Yorkshire -53 46 £459 +14.69% 13
Scotland -17 26 £425 -5.56% 5
East of England -46 26 £565 -5.83% 23
East Midlands -18 14 £544 +45.00% 24
North East -39 6 £448 -0.56% 7

Visualisation
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 35 (4.48%) Apache Spark
2 17 (2.17%) SharePoint
3 16 (2.05%) Confluence
4 15 (1.92%) Apache Airflow
5 13 (1.66%) Apache
6 11 (1.41%) Apache Superset
7 5 (0.64%) CMS
7 5 (0.64%) Jupyter
7 5 (0.64%) Palantir Foundry
7 5 (0.64%) SAS
8 4 (0.51%) ArcGIS
8 4 (0.51%) OpenStack
9 3 (0.38%) Microsoft Exchange
10 2 (0.26%) GeoServer
10 2 (0.26%) Luigi
10 2 (0.26%) Smallworld
11 1 (0.13%) R Markdown
Applications
1 123 (15.73%) Microsoft Excel
2 18 (2.30%) MS Visio
3 14 (1.79%) Microsoft Office
4 12 (1.53%) Microsoft PowerPoint
5 9 (1.15%) Chatbot
5 9 (1.15%) Spreadsheet
6 8 (1.02%) Microsoft Project
7 6 (0.77%) CPLEX
8 5 (0.64%) Adobe Illustrator
8 5 (0.64%) Photoshop
9 2 (0.26%) AutoCAD
9 2 (0.26%) EPLAN
9 2 (0.26%) InDesign
9 2 (0.26%) Notion
10 1 (0.13%) 3ds Max
10 1 (0.13%) Maya
10 1 (0.13%) SOLIDWORKS
Business Applications
1 22 (2.81%) SAP S/4HANA
2 11 (1.41%) Dynamics CRM
3 8 (1.02%) Primavera
4 7 (0.90%) Remedy ITSM
5 4 (0.51%) Adobe Campaign
6 3 (0.38%) Eloqua
6 3 (0.38%) iTrent
6 3 (0.38%) Salesforce CRM
7 2 (0.26%) IntelliMatch
7 2 (0.26%) Oracle EBS
7 2 (0.26%) Payment Gateway
8 1 (0.13%) Advent Geneva
8 1 (0.13%) Raiser’s Edge
8 1 (0.13%) ResourceLink
8 1 (0.13%) SAP ERP
8 1 (0.13%) SAP MDM
8 1 (0.13%) SAP Oil and Gas
8 1 (0.13%) Sparx Enterprise Architect
8 1 (0.13%) Sprinklr
8 1 (0.13%) Summit
Cloud Services
1 383 (48.98%) Power Platform
2 163 (20.84%) Azure
3 132 (16.88%) AWS
4 55 (7.03%) Snowflake
5 49 (6.27%) GCP
6 42 (5.37%) Azure Data Factory
7 30 (3.84%) Azure DevOps
8 26 (3.32%) Azure Synapse Analytics
8 26 (3.32%) Serverless
9 23 (2.94%) dbt
9 23 (2.94%) GitHub
10 21 (2.69%) Amazon S3
11 20 (2.56%) Power Automate
12 18 (2.30%) AWS Lambda
12 18 (2.30%) PowerApps
13 12 (1.53%) Adobe Analytics
14 11 (1.41%) SaaS
15 10 (1.28%) Amazon EC2
15 10 (1.28%) Microsoft 365
15 10 (1.28%) Virtual Private Cloud
Communications & Networking
1 13 (1.66%) TCP/IP
2 12 (1.53%) Ethernet
3 4 (0.51%) DNS
3 4 (0.51%) Firewall
4 3 (0.38%) Wireless
5 2 (0.26%) DHCP
5 2 (0.26%) Fibre Channel
5 2 (0.26%) PCoIP
5 2 (0.26%) Remote Desktop
5 2 (0.26%) SAN
6 1 (0.13%) Internet
6 1 (0.13%) Intranet
6 1 (0.13%) Modbus
6 1 (0.13%) Network Security
6 1 (0.13%) Reverse Proxy
6 1 (0.13%) SNMP
6 1 (0.13%) SSH
Database & Business Intelligence
1 377 (48.21%) Power BI
2 180 (23.02%) Tableau
3 102 (13.04%) Data Warehouse
4 51 (6.52%) Power Query
4 51 (6.52%) Relational Database
5 41 (5.24%) Metadata
6 40 (5.12%) Big Data
7 35 (4.48%) SQL Server
8 34 (4.35%) Data Lake
9 32 (4.09%) Looker
10 31 (3.96%) PostgreSQL
11 27 (3.45%) BigQuery
12 22 (2.81%) Hadoop
12 22 (2.81%) NoSQL
13 17 (2.17%) Snowflake Schema
14 16 (2.05%) Star Schema
15 13 (1.66%) Geospatial Data
16 11 (1.41%) MySQL
16 11 (1.41%) Oracle Reports
16 11 (1.41%) SQL Server Integration Services
Development Applications
1 50 (6.39%) Git
2 41 (5.24%) JIRA
3 13 (1.66%) Visual Studio
4 12 (1.53%) Eclipse
5 8 (1.02%) Jenkins
5 8 (1.02%) MLflow
6 6 (0.77%) GitLab
7 4 (0.51%) Cypress.io
7 4 (0.51%) ERwin
8 3 (0.38%) Terragrunt
9 2 (0.26%) Charles Proxy
9 2 (0.26%) JMeter
9 2 (0.26%) Selenium
9 2 (0.26%) WebDriver
10 1 (0.13%) Bitbucket
10 1 (0.13%) Flyway
10 1 (0.13%) git-flow
10 1 (0.13%) JUnit
10 1 (0.13%) REST Assured
10 1 (0.13%) TeamCity
General
1 252 (32.23%) Analytical Skills
2 247 (31.59%) Social Skills
3 195 (24.94%) Finance
4 74 (9.46%) Public Sector
5 61 (7.80%) Banking
6 42 (5.37%) Retail
7 36 (4.60%) Marketing
8 28 (3.58%) Inclusion and Diversity
9 20 (2.56%) Documentation Skills
10 16 (2.05%) Manufacturing
10 16 (2.05%) Military
11 15 (1.92%) Publishing
12 13 (1.66%) Law
12 13 (1.66%) Presentation Skills
13 12 (1.53%) Investment Banking
13 12 (1.53%) Pharmaceutical
14 9 (1.15%) Organisational Skills
15 8 (1.02%) Legal
16 7 (0.90%) Front Office
16 7 (0.90%) Influencing Skills
Job Titles
1 213 (27.24%) Analyst
2 123 (15.73%) Data Analyst
3 112 (14.32%) Developer
4 107 (13.68%) Data Engineer
5 85 (10.87%) Senior
6 50 (6.39%) Consultant
7 47 (6.01%) Data Scientist
8 45 (5.75%) Lead
9 43 (5.50%) Business Analyst
10 40 (5.12%) Business Intelligence Developer
11 31 (3.96%) Architect
11 31 (3.96%) Power BI Developer
12 28 (3.58%) Business Intelligence Analyst
13 26 (3.32%) Senior Data Engineer
14 18 (2.30%) Data Manager
15 17 (2.17%) SAP Consultant
16 16 (2.05%) Designer
16 16 (2.05%) Performance Analyst
17 14 (1.79%) Data Business Analyst
17 14 (1.79%) Software Engineer
Libraries, Frameworks & Software Standards
1 47 (6.01%) React
2 40 (5.12%) Pandas
3 35 (4.48%) Kafka
4 31 (3.96%) REST
5 23 (2.94%) NumPy
6 22 (2.81%) Node.js
7 19 (2.43%) PySpark
8 18 (2.30%) .NET
8 18 (2.30%) scikit-learn
9 17 (2.17%) AngularJS
10 15 (1.92%) CSS
10 15 (1.92%) JSON
10 15 (1.92%) Web Services
11 14 (1.79%) HTML
11 14 (1.79%) OpenTelemetry
12 13 (1.66%) Vue
13 12 (1.53%) Apache Avro
13 12 (1.53%) Matplotlib
14 11 (1.41%) RESTful
14 11 (1.41%) TensorFlow
Miscellaneous
1 60 (7.67%) Data Structures
2 31 (3.96%) Cloud Native
3 29 (3.71%) Algorithms
4 25 (3.20%) Analytical Mindset
5 20 (2.56%) Management Information System
5 20 (2.56%) Product Ownership
6 16 (2.05%) Distributed Systems
6 16 (2.05%) Legacy Systems
6 16 (2.05%) Self-Motivation
7 13 (1.66%) Data Protection Act
8 10 (1.28%) Virtual Team
9 9 (1.15%) Foreign Exchange (FX)
10 8 (1.02%) Derivative
10 8 (1.02%) Life Science
10 8 (1.02%) Marketing Technology
10 8 (1.02%) PKI
11 7 (0.90%) AI Agents
11 7 (0.90%) Hybrid Cloud
11 7 (0.90%) Onboarding
11 7 (0.90%) Reference Data
Operating Systems
1 28 (3.58%) Windows
2 27 (3.45%) Linux
3 7 (0.90%) Unix
4 6 (0.77%) Apple iOS
4 6 (0.77%) Windows Server
5 3 (0.38%) Android
5 3 (0.38%) Mac OS
5 3 (0.38%) Red Hat Enterprise Linux
6 1 (0.13%) Ubuntu
Processes & Methodologies
1 406 (51.92%) Business Intelligence
2 379 (48.47%) Data Visualisation
3 357 (45.65%) Analytics
4 225 (28.77%) Data Modelling
5 212 (27.11%) Decision-Making
6 207 (26.47%) Agile
7 199 (25.45%) Problem-Solving
8 160 (20.46%) AI
9 150 (19.18%) Data Pipeline
10 147 (18.80%) Actionable Insight
11 143 (18.29%) Validation
12 134 (17.14%) Data Science
13 131 (16.75%) ETL
14 129 (16.50%) Dashboard Development
15 126 (16.11%) Data Analysis
16 120 (15.35%) Data Engineering
17 117 (14.96%) Data Governance
18 115 (14.71%) Continuous Improvement
19 106 (13.55%) CI/CD
20 99 (12.66%) Machine Learning
Programming Languages
1 394 (50.38%) SQL
2 296 (37.85%) Python
3 76 (9.72%) R
4 65 (8.31%) Data Analysis Expressions
5 51 (6.52%) JavaScript
6 40 (5.12%) Java
7 38 (4.86%) TypeScript
8 36 (4.60%) C#
9 21 (2.69%) PowerShell
10 17 (2.17%) C++
11 15 (1.92%) Scala
12 10 (1.28%) VBA
13 9 (1.15%) T-SQL
14 8 (1.02%) Bash
14 8 (1.02%) Perl
15 7 (0.90%) PL/SQL
16 6 (0.77%) Rust
17 4 (0.51%) MATLAB
18 3 (0.38%) C
18 3 (0.38%) Shell Script
Qualifications
1 157 (20.08%) Security Cleared
2 126 (16.11%) SC Cleared
3 85 (10.87%) Degree
4 20 (2.56%) Computer Science Degree
5 18 (2.30%) BPSS Clearance
5 18 (2.30%) Master's Degree
6 15 (1.92%) DV Cleared
7 13 (1.66%) Azure Certification
8 7 (0.90%) Microsoft Certification
9 5 (0.64%) PMI Certification
10 4 (0.51%) AWS Certification
10 4 (0.51%) MBA
10 4 (0.51%) Tableau Certification
10 4 (0.51%) VMware Certified Professional (VCP)
11 3 (0.38%) CBAP
11 3 (0.38%) SnowPro
12 2 (0.26%) APMG
12 2 (0.26%) IIBA
12 2 (0.26%) NCDA
12 2 (0.26%) Six Sigma Green Belt
Quality Assurance & Compliance
1 157 (20.08%) Data Quality
2 53 (6.78%) QA
3 30 (3.84%) GDPR
4 21 (2.69%) Accessibility
4 21 (2.69%) PMO
5 12 (1.53%) Actionable Recommendations
6 7 (0.90%) SLA
7 5 (0.64%) California Consumer Privacy Act
8 4 (0.51%) WCAG
9 2 (0.26%) Disclosure Scotland
9 2 (0.26%) GRC
9 2 (0.26%) ISO 20022
9 2 (0.26%) ISO 8583
9 2 (0.26%) ISO 9001
9 2 (0.26%) PCI DSS
9 2 (0.26%) Solvency II
10 1 (0.13%) ISO 14001
10 1 (0.13%) NIST
10 1 (0.13%) P3O
10 1 (0.13%) Sarbanes-Oxley
System Software
1 24 (3.07%) Docker
2 14 (1.79%) Active Directory
3 6 (0.77%) VMware Infrastructure
4 4 (0.51%) Virtual Machines
4 4 (0.51%) VMware NSX
5 2 (0.26%) Microsoft App-V
5 2 (0.26%) Virtual Desktop
5 2 (0.26%) VMware Workstation
5 2 (0.26%) vSphere
Systems Management
1 33 (4.22%) Kubernetes
1 33 (4.22%) Terraform
2 24 (3.07%) Grafana
3 17 (2.17%) Prometheus
4 15 (1.92%) Ansible
5 13 (1.66%) Kibana
6 8 (1.02%) SCCM
7 7 (0.90%) logstash
7 7 (0.90%) Systems Management Server (SMS)
8 2 (0.26%) Cilium
8 2 (0.26%) Packer
8 2 (0.26%) vMotion
8 2 (0.26%) vRealize
9 1 (0.13%) Fluentd
9 1 (0.13%) Istio
9 1 (0.13%) Kubeflow
9 1 (0.13%) Network Intrusion Detection System
9 1 (0.13%) PowerCLI
9 1 (0.13%) Single Sign-On
9 1 (0.13%) SysTrack
Vendors
1 128 (16.37%) Microsoft
2 79 (10.10%) Databricks
3 48 (6.14%) SAP
4 46 (5.88%) Google
5 38 (4.86%) Oracle
6 22 (2.81%) ServiceNow
7 18 (2.30%) Adobe
8 15 (1.92%) Sage
8 15 (1.92%) Salesforce
8 15 (1.92%) Splunk
9 12 (1.53%) Dynatrace
10 11 (1.41%) Informatica
11 9 (1.15%) Alteryx
12 8 (1.02%) Amplitude
12 8 (1.02%) Palantir
12 8 (1.02%) Remedy
13 6 (0.77%) Apple
13 6 (0.77%) BMC
13 6 (0.77%) VMware
14 5 (0.64%) Cognos