Visualisation Contract Job Trends in Glasgow

Visualization
Scotland > Glasgow

The table below provides summary statistics and contractor rates for jobs advertised in Glasgow requiring Visualisation skills. It covers contract job vacancies from the 6 months leading up to 15 December 2025, with comparisons to the same periods in the previous two years.

6 months to
15 Dec 2025
Same period 2024 Same period 2023
Rank 46 61 69
Rank change year-on-year +15 +8 +2
Contract jobs citing Visualisation 32 12 10
As % of all contract jobs in Glasgow 4.37% 1.61% 1.14%
As % of the Processes & Methodologies category 5.03% 1.78% 1.24%
Number of daily rates quoted 29 8 8
10th Percentile £362 £354 £400
25th Percentile £401 £361 £535
Median daily rate (50th Percentile) £500 £420 £580
Median % change year-on-year +19.05% -27.59% +54.46%
75th Percentile £525 £541 £641
90th Percentile £575 £550 £684
Scotland median daily rate £500 £494 £575
% change year-on-year +1.27% -14.13% +27.78%

All Process and Methodology Skills
Glasgow

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 in Glasgow.

Contract vacancies with a requirement for process or methodology skills 636 673 805
As % of all contract IT jobs advertised in Glasgow 86.77% 90.21% 91.79%
Number of daily rates quoted 408 431 542
10th Percentile £297 £306 £344
25th Percentile £381 £363 £411
Median daily rate (50th Percentile) £450 £445 £500
Median % change year-on-year +1.12% -11.00% +5.26%
75th Percentile £538 £538 £625
90th Percentile £625 £663 £700
Scotland median daily rate £463 £450 £498
% change year-on-year +2.78% -9.55% +4.74%
Number of hourly rates quoted 13 14 16
10th Percentile £14.66 £16.75 £12.06
25th Percentile £17.30 £17.32 £12.13
Median hourly rate £26.21 £19.59 £16.00
Median % change year-on-year +33.79% +22.44% -46.16%
75th Percentile £46.61 £26.86 £19.50
90th Percentile £60.00 £40.10 £41.00
Scotland median hourly rate £20.00 £23.00 £18.59
% change year-on-year -13.04% +23.72% +2.65%

Visualisation
Job Vacancy Trend in Glasgow

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

Visualisation job vacancy trend in Glasgow

Visualisation
Daily Rate Trend in Glasgow

Contractor daily rate distribution trend for jobs in Glasgow citing Visualisation.

Contractor daily rate distribution trend for jobs in Glasgow citing Visualisation

Visualisation
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Visualisation in Glasgow over the 6 months to 15 December 2025.

Daily rate histogram for Visualisation in Glasgow

Visualisation
Hourly Rate Trend in Glasgow

Contractor hourly rate distribution trend for jobs in Glasgow citing Visualisation.

Contractor hourly rate distribution trend for jobs in Glasgow citing Visualisation

Visualisation
Co-Occurring Skills & Capabilities in Glasgow 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 8 (25.00%) Apache Spark
2 5 (15.63%) Apache
2 5 (15.63%) Apache Airflow
Applications
1 2 (6.25%) Microsoft Excel
Cloud Services
1 9 (28.13%) Power Platform
2 5 (15.63%) Snowflake
3 4 (12.50%) AWS
4 3 (9.38%) Amazon EC2
4 3 (9.38%) Amazon S3
4 3 (9.38%) Amazon SageMaker
4 3 (9.38%) AWS CloudFormation
4 3 (9.38%) AWS Lambda
4 3 (9.38%) Serverless
5 1 (3.13%) Azure
5 1 (3.13%) BlazeMeter
5 1 (3.13%) GCP
Database & Business Intelligence
1 13 (40.63%) Relational Database
2 9 (28.13%) Power BI
3 8 (25.00%) Big Data
4 7 (21.88%) Data Warehouse
5 5 (15.63%) Hadoop
6 4 (12.50%) Power Query
7 2 (6.25%) Apache Cassandra
7 2 (6.25%) MongoDB
7 2 (6.25%) NoSQL
7 2 (6.25%) QlikView
7 2 (6.25%) RDBMS
7 2 (6.25%) Tableau
8 1 (3.13%) Elasticsearch
8 1 (3.13%) MySQL
8 1 (3.13%) Oracle BI Publisher
8 1 (3.13%) Oracle Reports
8 1 (3.13%) SQL Server
Development Applications
1 5 (15.63%) Git
2 3 (9.38%) MLflow
3 2 (6.25%) JUnit
General
1 22 (68.75%) Finance
2 12 (37.50%) Banking
3 10 (31.25%) Social Skills
4 8 (25.00%) Investment Banking
5 6 (18.75%) Analytical Skills
6 2 (6.25%) Public Sector
7 1 (3.13%) Inclusion and Diversity
Job Titles
1 14 (43.75%) Analyst
2 12 (37.50%) Data Analyst
3 7 (21.88%) Data Engineer
4 4 (12.50%) Python Data Engineer
4 4 (12.50%) Python Engineer
5 3 (9.38%) AWS Engineer
5 3 (9.38%) Cloud Engineer
6 2 (6.25%) Business Intelligence Analyst
6 2 (6.25%) Business Intelligence Developer
6 2 (6.25%) Developer
6 2 (6.25%) Java Engineer
6 2 (6.25%) Power BI Analyst
6 2 (6.25%) Power BI Developer
6 2 (6.25%) Senior
7 1 (3.13%) Asset Management Analyst
7 1 (3.13%) Big Data Analyst
7 1 (3.13%) Big Data Engineer
7 1 (3.13%) HR Consultant
7 1 (3.13%) Oracle Specialist
7 1 (3.13%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 5 (15.63%) REST
2 4 (12.50%) RESTful
3 3 (9.38%) scikit-learn
3 3 (9.38%) TensorFlow
4 2 (6.25%) AngularJS
4 2 (6.25%) React
4 2 (6.25%) Spring
4 2 (6.25%) Torch
5 1 (3.13%) CSS
5 1 (3.13%) Elastic Stack
5 1 (3.13%) Hibernate
5 1 (3.13%) JPA
5 1 (3.13%) Kafka
5 1 (3.13%) PyTorch
5 1 (3.13%) Spring Batch
5 1 (3.13%) Spring Boot
Miscellaneous
1 10 (31.25%) CMDB
1 10 (31.25%) Self-Motivation
2 8 (25.00%) Virtual Team
3 4 (12.50%) Algorithms
4 3 (9.38%) Distributed Computing
5 2 (6.25%) Data Centre
6 1 (3.13%) Data Structures
6 1 (3.13%) Distributed Systems
6 1 (3.13%) Public Cloud
Operating Systems
1 5 (15.63%) Linux
2 4 (12.50%) Unix
3 1 (3.13%) Windows
Processes & Methodologies
1 22 (68.75%) Agile
2 19 (59.38%) Data Modelling
2 19 (59.38%) Data Visualisation
3 16 (50.00%) Analytics
4 15 (46.88%) Problem-Solving
5 10 (31.25%) Business Intelligence
5 10 (31.25%) Data Architecture
5 10 (31.25%) ITIL
5 10 (31.25%) Programme Management
5 10 (31.25%) Service Management
5 10 (31.25%) Waterfall
6 9 (28.13%) Business Analysis
6 9 (28.13%) Configuration Management
6 9 (28.13%) Data Management
6 9 (28.13%) ITSM
7 8 (25.00%) Change Control
7 8 (25.00%) Data Lineage
7 8 (25.00%) Time Management
8 7 (21.88%) Data Analysis
9 6 (18.75%) ETL
Programming Languages
1 17 (53.13%) SQL
2 15 (46.88%) Python
3 4 (12.50%) Data Analysis Expressions
4 2 (6.25%) Java
5 1 (3.13%) JavaScript
5 1 (3.13%) TypeScript
Qualifications
1 8 (25.00%) ITIL Certification
2 3 (9.38%) Degree
3 2 (6.25%) Computer Science Degree
4 1 (3.13%) Security Cleared
Quality Assurance & Compliance
1 2 (6.25%) Disclosure Scotland
1 2 (6.25%) GDPR
System Software
1 3 (9.38%) Docker
Systems Management
1 3 (9.38%) Terraform
2 1 (3.13%) Grafana
2 1 (3.13%) Kibana
2 1 (3.13%) logstash
Vendors
1 18 (56.25%) ServiceNow
2 7 (21.88%) Databricks
3 2 (6.25%) Oracle
4 1 (3.13%) Dynatrace
4 1 (3.13%) Microsoft
4 1 (3.13%) Splunk