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 3 August 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Aug 2026
Same period 2025 Same period 2024
Rank 189 115 126
Rank change year-on-year -74 +11 +20
Contract jobs citing Visualisation 778 779 738
As % of all contract jobs in the UK 1.46% 2.35% 1.89%
As % of the Processes & Methodologies category 1.72% 2.60% 2.21%
Number of daily rates quoted 457 473 467
10th Percentile £325 £313 £313
25th Percentile £401 £400 £400
Median daily rate (50th Percentile) £475 £460 £500
Median % change year-on-year +3.26% -8.00% -
75th Percentile £588 £571 £602
90th Percentile £700 £675 £713
UK excluding London median daily rate £453 £450 £450
% change year-on-year +0.56% - -5.26%
Number of hourly rates quoted 59 44 56
10th Percentile £21.08 £22.60 £21.25
25th Percentile £29.96 £32.94 £41.25
Median hourly rate £55.00 £50.00 £65.00
Median % change year-on-year +10.00% -23.08% +40.75%
75th Percentile £65.00 £65.00 -
90th Percentile £73.75 - -
UK excluding London median hourly rate £60.50 £50.00 £65.00
% change year-on-year +21.00% -23.08% +40.75%

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 45,145 29,940 33,399
As % of all contract IT jobs advertised in the UK 84.95% 90.42% 85.56%
Number of daily rates quoted 27,873 18,766 21,491
10th Percentile £325 £300 £310
25th Percentile £420 £404 £413
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% -4.55%
75th Percentile £625 £625 £638
90th Percentile £725 £734 £750
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 2,760 1,664 1,872
10th Percentile £14.50 £14.20 £14.00
25th Percentile £19.50 £17.30 £18.14
Median hourly rate £43.96 £25.15 £40.33
Median % change year-on-year +74.79% -37.63% -5.12%
75th Percentile £68.00 £50.00 £65.00
90th Percentile £82.25 £68.00 £74.95
UK excluding London median hourly rate £43.96 £23.63 £40.94
% change year-on-year +86.03% -42.28% +2.35%

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 3 August 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 3 August 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 3 August 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 -61 710 £475 +3.26% 660
London -45 363 £480 -3.03% 313
UK excluding London -78 349 £453 +0.56% 422
Work from Home -34 252 £498 +16.65% 247
North of England -50 108 £450 +1.12% 110
Midlands -31 77 £532 +28.97% 76
South East -56 66 £450 -18.18% 122
North West -28 56 £438 -2.01% 58
West Midlands -48 56 £550 +22.22% 48
South West -22 48 £450 -1.64% 50
Yorkshire -47 48 £469 +13.64% 35
East of England -25 32 £565 +2.73% 42
Scotland -20 25 £394 -12.50% 16
East Midlands -11 21 £375 -6.25% 28
North East -40 5 £400 -11.11% 19

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 25 (3.21%) Apache Spark
2 15 (1.93%) Confluence
3 14 (1.80%) SharePoint
4 11 (1.41%) Apache
4 11 (1.41%) Apache Superset
5 10 (1.29%) ArcGIS
6 8 (1.03%) Apache Airflow
7 5 (0.64%) CMS
7 5 (0.64%) Palantir Foundry
8 4 (0.51%) Jupyter
8 4 (0.51%) Oracle Workflow
8 4 (0.51%) SAS
9 2 (0.26%) Oracle Application Server
10 1 (0.13%) R Markdown
Applications
1 117 (15.04%) Microsoft Excel
2 14 (1.80%) Microsoft Office
3 12 (1.54%) Microsoft PowerPoint
4 10 (1.29%) MS Visio
5 8 (1.03%) Chatbot
5 8 (1.03%) CPLEX
5 8 (1.03%) Spreadsheet
6 6 (0.77%) Adobe Illustrator
6 6 (0.77%) Microsoft Project
6 6 (0.77%) Photoshop
7 4 (0.51%) InDesign
8 2 (0.26%) AutoCAD
8 2 (0.26%) EPLAN
8 2 (0.26%) Notion
9 1 (0.13%) 3ds Max
9 1 (0.13%) Adobe Creative Suite
9 1 (0.13%) Maya
9 1 (0.13%) SOLIDWORKS
Business Applications
1 14 (1.80%) SAP S/4HANA
2 10 (1.29%) Dynamics CRM
2 10 (1.29%) Remedy ITSM
3 5 (0.64%) Primavera
4 4 (0.51%) Adobe Campaign
5 3 (0.39%) Eloqua
5 3 (0.39%) Salesforce CRM
6 2 (0.26%) Aladdin
6 2 (0.26%) IntelliMatch
6 2 (0.26%) Payment Gateway
7 1 (0.13%) Advent Geneva
7 1 (0.13%) iTrent
7 1 (0.13%) Oracle EBS
7 1 (0.13%) Raiser’s Edge
7 1 (0.13%) ResourceLink
7 1 (0.13%) SAP ERP
7 1 (0.13%) SAP MDM
7 1 (0.13%) SAP Oil and Gas
7 1 (0.13%) Sprinklr
7 1 (0.13%) Workday HCM
Cloud Services
1 386 (49.61%) Power Platform
2 162 (20.82%) Azure
3 117 (15.04%) AWS
4 54 (6.94%) Snowflake
5 48 (6.17%) GCP
6 40 (5.14%) Azure DevOps
7 38 (4.88%) Azure Data Factory
8 30 (3.86%) Azure Synapse Analytics
9 29 (3.73%) Serverless
10 28 (3.60%) Power Automate
11 27 (3.47%) GitHub
12 22 (2.83%) PowerApps
13 20 (2.57%) Amazon S3
13 20 (2.57%) dbt
14 16 (2.06%) AWS Lambda
15 12 (1.54%) Google Analytics
16 11 (1.41%) Adobe Analytics
16 11 (1.41%) Amazon CloudWatch
16 11 (1.41%) Amazon EC2
17 10 (1.29%) Virtual Private Cloud
Communications & Networking
1 12 (1.54%) Ethernet
1 12 (1.54%) TCP/IP
2 4 (0.51%) HTTP
2 4 (0.51%) Wireless
3 3 (0.39%) DNS
3 3 (0.39%) Firewall
4 2 (0.26%) 2G
4 2 (0.26%) 3G
4 2 (0.26%) 4G
4 2 (0.26%) 5G
4 2 (0.26%) DHCP
4 2 (0.26%) PCoIP
4 2 (0.26%) Radio Access Network
4 2 (0.26%) Remote Desktop
4 2 (0.26%) SNMP
4 2 (0.26%) VPN
5 1 (0.13%) Internet
5 1 (0.13%) Intranet
5 1 (0.13%) Modbus
5 1 (0.13%) SD-WAN
Database & Business Intelligence
1 379 (48.71%) Power BI
2 165 (21.21%) Tableau
3 97 (12.47%) Data Warehouse
4 57 (7.33%) Power Query
5 53 (6.81%) Relational Database
6 34 (4.37%) Big Data
6 34 (4.37%) Data Lake
7 33 (4.24%) Looker
8 32 (4.11%) Metadata
9 31 (3.98%) SQL Server
10 27 (3.47%) PostgreSQL
11 25 (3.21%) BigQuery
12 19 (2.44%) Oracle Reports
13 16 (2.06%) Star Schema
14 15 (1.93%) Hadoop
15 14 (1.80%) Snowflake Schema
16 13 (1.67%) NoSQL
17 12 (1.54%) Amazon RDS
17 12 (1.54%) GIS
17 12 (1.54%) Parquet
Development Applications
1 50 (6.43%) Git
2 40 (5.14%) JIRA
3 13 (1.67%) Visual Studio
4 12 (1.54%) Eclipse
5 8 (1.03%) Jenkins
6 6 (0.77%) GitLab
7 5 (0.64%) MLflow
8 4 (0.51%) Cypress.io
8 4 (0.51%) Oracle Forms
9 3 (0.39%) JMeter
10 2 (0.26%) Charles Proxy
10 2 (0.26%) Selenium
10 2 (0.26%) WebDriver
11 1 (0.13%) Bitbucket
11 1 (0.13%) Flyway
11 1 (0.13%) Gatling
11 1 (0.13%) git-flow
11 1 (0.13%) Postman
11 1 (0.13%) REST Assured
11 1 (0.13%) Terragrunt
General
1 265 (34.06%) Analytical Skills
2 256 (32.90%) Social Skills
3 186 (23.91%) Finance
4 84 (10.80%) Public Sector
5 57 (7.33%) Banking
6 37 (4.76%) Marketing
7 32 (4.11%) Retail
8 26 (3.34%) Inclusion and Diversity
9 21 (2.70%) Military
10 18 (2.31%) Documentation Skills
10 18 (2.31%) Manufacturing
11 17 (2.19%) Presentation Skills
12 12 (1.54%) Pharmaceutical
13 11 (1.41%) Investment Banking
13 11 (1.41%) Law
14 10 (1.29%) Publishing
15 9 (1.16%) Organisational Skills
15 9 (1.16%) Telecoms
16 6 (0.77%) Influencing Skills
16 6 (0.77%) Legal
Job Titles
1 208 (26.74%) Analyst
2 124 (15.94%) Data Analyst
3 114 (14.65%) Developer
4 107 (13.75%) Data Engineer
5 85 (10.93%) Senior
6 54 (6.94%) Lead
7 49 (6.30%) Data Scientist
8 43 (5.53%) Consultant
9 39 (5.01%) Business Intelligence Developer
10 36 (4.63%) Business Analyst
11 31 (3.98%) Architect
11 31 (3.98%) Power BI Developer
12 27 (3.47%) Business Intelligence Analyst
13 23 (2.96%) Designer
14 21 (2.70%) Senior Data Engineer
15 19 (2.44%) Data Manager
16 17 (2.19%) Data Architect
16 17 (2.19%) Python Developer
17 16 (2.06%) Performance Analyst
18 14 (1.80%) Senior Analyst
Libraries, Frameworks & Software Standards
1 41 (5.27%) Pandas
2 36 (4.63%) REST
3 34 (4.37%) React
4 28 (3.60%) Kafka
5 24 (3.08%) NumPy
6 23 (2.96%) PySpark
7 21 (2.70%) scikit-learn
8 19 (2.44%) CSS
8 19 (2.44%) Web Services
9 17 (2.19%) .NET
10 16 (2.06%) HTML
10 16 (2.06%) Node.js
11 15 (1.93%) JSON
12 13 (1.67%) PyTorch
12 13 (1.67%) TensorFlow
13 12 (1.54%) Apache Avro
13 12 (1.54%) OpenTelemetry
14 10 (1.29%) AngularJS
14 10 (1.29%) GeoJSON
14 10 (1.29%) Matplotlib
Miscellaneous
1 63 (8.10%) Data Structures
2 31 (3.98%) Cloud Native
3 27 (3.47%) Algorithms
4 25 (3.21%) Management Information System
5 22 (2.83%) Analytical Mindset
6 20 (2.57%) Legacy Systems
6 20 (2.57%) Product Ownership
7 19 (2.44%) Distributed Systems
8 16 (2.06%) Onboarding
8 16 (2.06%) Self-Motivation
9 15 (1.93%) Virtual Team
10 14 (1.80%) Data Protection Act
11 13 (1.67%) AI Agents
12 11 (1.41%) Foreign Exchange (FX)
13 10 (1.29%) PKI
14 9 (1.16%) Clustering
14 9 (1.16%) Reference Data
15 8 (1.03%) Life Science
15 8 (1.03%) Marketing Technology
16 7 (0.90%) Derivative
Operating Systems
1 35 (4.50%) Windows
2 25 (3.21%) Linux
3 13 (1.67%) Windows Server
4 7 (0.90%) Unix
5 6 (0.77%) Apple iOS
6 3 (0.39%) Android
7 2 (0.26%) Windows 10
8 1 (0.13%) Red Hat Enterprise Linux
8 1 (0.13%) Ubuntu
Processes & Methodologies
1 410 (52.70%) Business Intelligence
2 375 (48.20%) Analytics
3 372 (47.81%) Data Visualisation
4 237 (30.46%) Data Modelling
5 204 (26.22%) Agile
6 202 (25.96%) Decision-Making
7 193 (24.81%) Problem-Solving
8 165 (21.21%) AI
9 144 (18.51%) Actionable Insight
10 142 (18.25%) Data Analysis
11 141 (18.12%) Validation
12 137 (17.61%) Data Science
13 135 (17.35%) Data Pipeline
14 127 (16.32%) ETL
15 125 (16.07%) Dashboard Development
16 124 (15.94%) Continuous Improvement
17 118 (15.17%) Data Engineering
18 113 (14.52%) Data Governance
19 109 (14.01%) Stakeholder Management
20 102 (13.11%) CI/CD
Programming Languages
1 400 (51.41%) SQL
2 301 (38.69%) Python
3 72 (9.25%) R
4 69 (8.87%) Data Analysis Expressions
5 48 (6.17%) JavaScript
6 39 (5.01%) C#
6 39 (5.01%) Java
7 29 (3.73%) TypeScript
8 18 (2.31%) C++
9 17 (2.19%) PowerShell
10 11 (1.41%) Scala
11 10 (1.29%) PL/SQL
11 10 (1.29%) T-SQL
12 7 (0.90%) Bash
12 7 (0.90%) VBA
13 5 (0.64%) Cypher
13 5 (0.64%) MATLAB
14 4 (0.51%) Gremlin
14 4 (0.51%) Rust
14 4 (0.51%) Search Processing Language
Qualifications
1 168 (21.59%) Security Cleared
2 124 (15.94%) SC Cleared
3 89 (11.44%) Degree
4 23 (2.96%) BPSS Clearance
5 21 (2.70%) Computer Science Degree
6 20 (2.57%) DV Cleared
7 17 (2.19%) Master's Degree
8 16 (2.06%) Azure Certification
9 9 (1.16%) Microsoft Certification
10 4 (0.51%) PhD
10 4 (0.51%) Six Sigma Green Belt
10 4 (0.51%) Tableau Certification
11 3 (0.39%) SnowPro
12 2 (0.26%) APMG
12 2 (0.26%) AWS Certification
12 2 (0.26%) AWS Certified Solutions Architect
12 2 (0.26%) CBAP
12 2 (0.26%) IIBA
12 2 (0.26%) VMware Certified Professional (VCP)
13 1 (0.13%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 169 (21.72%) Data Quality
2 51 (6.56%) QA
3 27 (3.47%) Accessibility
3 27 (3.47%) GDPR
4 20 (2.57%) PMO
5 10 (1.29%) Actionable Recommendations
6 5 (0.64%) SLA
7 4 (0.51%) 21 CFR Part 11
7 4 (0.51%) California Consumer Privacy Act
7 4 (0.51%) GMP
7 4 (0.51%) GxP
7 4 (0.51%) ISO/IEC 17025
7 4 (0.51%) WCAG
8 2 (0.26%) Basel III
8 2 (0.26%) GRC
8 2 (0.26%) ISO 20022
8 2 (0.26%) ISO 8583
8 2 (0.26%) PCI DSS
8 2 (0.26%) Solvency II
9 1 (0.13%) Disclosure Scotland
System Software
1 24 (3.08%) Docker
2 18 (2.31%) Active Directory
3 5 (0.64%) Virtual Machines
4 4 (0.51%) VMware Infrastructure
5 2 (0.26%) Microsoft App-V
5 2 (0.26%) Virtual Desktop
5 2 (0.26%) VMware NSX
5 2 (0.26%) VMware Workstation
5 2 (0.26%) vSphere
Systems Management
1 32 (4.11%) Terraform
2 22 (2.83%) Kubernetes
3 20 (2.57%) Grafana
4 14 (1.80%) Prometheus
5 8 (1.03%) Ansible
5 8 (1.03%) SCCM
6 7 (0.90%) Kibana
7 6 (0.77%) Systems Management Server (SMS)
8 3 (0.39%) Podman
9 2 (0.26%) Packer
10 1 (0.13%) Cilium
10 1 (0.13%) Fluentd
10 1 (0.13%) Istio
10 1 (0.13%) logstash
10 1 (0.13%) SysTrack
Vendors
1 135 (17.35%) Microsoft
2 78 (10.03%) Databricks
3 48 (6.17%) Oracle
4 47 (6.04%) SAP
5 42 (5.40%) Google
6 29 (3.73%) ServiceNow
7 19 (2.44%) Adobe
8 17 (2.19%) Dynatrace
8 17 (2.19%) Splunk
9 15 (1.93%) Salesforce
10 11 (1.41%) Alteryx
10 11 (1.41%) Remedy
11 9 (1.16%) BMC
12 8 (1.03%) Amplitude
12 8 (1.03%) Palantir
13 7 (0.90%) Informatica
13 7 (0.90%) Sage
14 6 (0.77%) Solace
15 5 (0.64%) Foundry
16 4 (0.51%) VMware