Python Contract Job Trends in Scotland

Python
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Python skills. It covers contract job vacancies from the 6 months leading up to 12 July 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jul 2026
Same period 2025 Same period 2024
Rank 4 8 19
Rank change year-on-year +4 +11 -9
Contract jobs citing Python 325 270 168
As % of all contract jobs in Scotland 14.53% 15.65% 8.08%
As % of the Programming Languages category 51.42% 40.91% 29.37%
Number of daily rates quoted 158 144 111
10th Percentile £339 £364 £413
25th Percentile £411 £436 £445
Median daily rate (50th Percentile) £434 £475 £500
Median % change year-on-year -8.68% -5.00% -
75th Percentile £525 £543 £597
90th Percentile £600 £575 £634
UK median daily rate £525 £537 £560
% change year-on-year -2.14% -4.20% -6.67%
Number of hourly rates quoted 8 2 2
10th Percentile £45.50 - -
25th Percentile - £52.50 -
Median hourly rate £50.00 £55.00 £38.00
Median % change year-on-year -9.09% +44.74% -36.67%
75th Percentile £54.06 £57.50 -
90th Percentile £58.00 - -
UK median hourly rate £53.25 £50.00 £61.00
% change year-on-year +6.50% -18.03% -6.15%

All Programming Languages
Scotland

Python falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring coding skills in Scotland.

Contract vacancies with a requirement for coding skills 632 660 572
As % of all contract IT jobs advertised in Scotland 28.25% 38.26% 27.50%
Number of daily rates quoted 346 376 394
10th Percentile £314 £311 £352
25th Percentile £400 £412 £409
Median daily rate (50th Percentile) £449 £475 £450
Median % change year-on-year -5.47% +5.56% -7.22%
75th Percentile £538 £538 £538
90th Percentile £625 £588 £634
UK median daily rate £513 £510 £525
% change year-on-year +0.49% -2.86% -4.55%
Number of hourly rates quoted 18 8 15
10th Percentile £35.00 £19.23 £23.38
25th Percentile £35.31 £44.63 £38.00
Median hourly rate £50.00 £57.50 £55.00
Median % change year-on-year -13.04% +4.55% -5.60%
75th Percentile £64.00 £65.00 £60.75
90th Percentile £70.80 £67.25 £62.50
UK median hourly rate £65.00 £56.75 £62.50
% change year-on-year +14.54% -9.20% -

Python
Job Vacancy Trend in Scotland

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

Python job vacancy trend in Scotland

Python
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Python.

Contractor daily rate distribution trend for jobs in Scotland citing Python

Python
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Python in Scotland over the 6 months to 12 July 2026.

Daily rate histogram for Python in Scotland

Python
Hourly Rate Trend in Scotland

Contractor hourly rate distribution trend for jobs in Scotland citing Python.

Contractor hourly rate distribution trend for jobs in Scotland citing Python

Python
Hourly Rate Histogram in Scotland

Hourly rate distribution of jobs citing Python in Scotland over the 6 months to 12 July 2026.

Hourly rate histogram for Python in Scotland

Python
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the Scotland region over the 6 months to 12 July 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
Glasgow +3 185 £425 -10.53% 51
Edinburgh +16 128 £450 -5.26% 34
Aberdeen - 2 £800 - 4
Stirling - 2 £425 -
West Lothian - 2 £425 -
South Lanarkshire - 2 - - 2
Perth and Kinross - 1 £375 -
Python
UK

Python
Co-Occurring Skills & Capabilities in Scotland 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 15 (4.62%) Apache Airflow
2 12 (3.69%) Apache
2 12 (3.69%) Confluence
3 8 (2.46%) Apache Spark
4 4 (1.23%) nginx
5 2 (0.62%) JBoss
6 1 (0.31%) Moodle
6 1 (0.31%) OpenStack
6 1 (0.31%) SAS
6 1 (0.31%) SharePoint
6 1 (0.31%) WebSphere
Applications
1 6 (1.85%) Microsoft Excel
2 2 (0.62%) Microsoft PowerPoint
3 1 (0.31%) MS Visio
Business Applications
1 2 (0.62%) IntelliMatch
1 2 (0.62%) Payment Gateway
Cloud Services
1 108 (33.23%) AWS
2 76 (23.38%) Azure
3 49 (15.08%) GCP
4 39 (12.00%) Snowflake
5 35 (10.77%) GitHub
6 27 (8.31%) Power Platform
7 24 (7.38%) Amazon S3
8 23 (7.08%) Serverless
9 21 (6.46%) AWS Lambda
9 21 (6.46%) ChatGPT
10 19 (5.85%) AWS CloudFormation
11 18 (5.54%) Amazon CloudWatch
12 17 (5.23%) GitHub Actions
13 16 (4.92%) Azure DevOps
14 15 (4.62%) Amazon EKS
15 13 (4.00%) Anthropic Claude
15 13 (4.00%) OpenShift
16 11 (3.38%) Amazon EC2
16 11 (3.38%) GitHub Copilot
17 10 (3.08%) Amazon ECS
Communications & Networking
1 11 (3.38%) SAN
2 8 (2.46%) NAS
2 8 (2.46%) Network Security
3 6 (1.85%) Firewall
4 5 (1.54%) DNS
4 5 (1.54%) SSH
5 4 (1.23%) HTTP
5 4 (1.23%) HTTPS
5 4 (1.23%) SSL
6 3 (0.92%) BGP
6 3 (0.92%) Cisco Nexus
6 3 (0.92%) Fibre Channel
6 3 (0.92%) OSPF
6 3 (0.92%) Wi-Fi
7 2 (0.62%) BIG-IP
7 2 (0.62%) LAN
7 2 (0.62%) NGFW
8 1 (0.31%) SD-WAN
8 1 (0.31%) VLAN
8 1 (0.31%) WLAN
Database & Business Intelligence
1 35 (10.77%) PostgreSQL
2 32 (9.85%) Relational Database
3 25 (7.69%) Power BI
4 22 (6.77%) MongoDB
5 20 (6.15%) Metadata
6 15 (4.62%) Big Data
6 15 (4.62%) MySQL
7 14 (4.31%) Tableau
8 13 (4.00%) Db2
8 13 (4.00%) DynamoDB
9 11 (3.38%) NoSQL
10 10 (3.08%) Amazon Athena
11 8 (2.46%) SQL Server
12 7 (2.15%) Data Warehouse
13 6 (1.85%) Data Lake
13 6 (1.85%) Snowflake Schema
14 4 (1.23%) MariaDB
15 3 (0.92%) Apache Hive
15 3 (0.92%) Azure SQL Database
15 3 (0.92%) Semantic Layer
Development Applications
1 50 (15.38%) Git
2 29 (8.92%) Jenkins
3 14 (4.31%) JIRA
4 11 (3.38%) GitLab
5 8 (2.46%) Claude Code
6 7 (2.15%) Postman
7 6 (1.85%) REST Assured
7 6 (1.85%) Selenium
8 5 (1.54%) Cypress.io
8 5 (1.54%) Sonatype Nexus
9 4 (1.23%) Appium
9 4 (1.23%) MLflow
10 3 (0.92%) Cucumber
10 3 (0.92%) SpecFlow
11 2 (0.62%) Bitbucket
11 2 (0.62%) Terragrunt
12 1 (0.31%) Artifactory
12 1 (0.31%) IBM UrbanCode
12 1 (0.31%) Mocha
12 1 (0.31%) ScriptRunner
General
1 94 (28.92%) Finance
2 73 (22.46%) Social Skills
3 48 (14.77%) Banking
4 41 (12.62%) Analytical Skills
5 25 (7.69%) Public Sector
6 24 (7.38%) Investment Banking
7 13 (4.00%) Front Office
8 9 (2.77%) Documentation Skills
8 9 (2.77%) Games
9 5 (1.54%) Legal
9 5 (1.54%) Retail
10 4 (1.23%) Corporate Banking
10 4 (1.23%) Retail Banking
11 3 (0.92%) Financial Institution
11 3 (0.92%) Manufacturing
11 3 (0.92%) Marketing
12 2 (0.62%) Inclusion and Diversity
12 2 (0.62%) Influencing Skills
12 2 (0.62%) Law
12 2 (0.62%) Military
Job Titles
1 80 (24.62%) Developer
2 67 (20.62%) Python Developer
3 43 (13.23%) Python Engineer
4 40 (12.31%) Data Engineer
5 29 (8.92%) Site Reliability Engineer
6 26 (8.00%) Cloud Engineer
7 24 (7.38%) Senior
7 24 (7.38%) Site Engineer
8 23 (7.08%) AWS Engineer
9 20 (6.15%) Analyst
10 18 (5.54%) Platform Engineer
11 16 (4.92%) DevOps Engineer
12 13 (4.00%) Software Engineer
13 12 (3.69%) Automation Engineer
13 12 (3.69%) Cloud Platform Engineer
14 11 (3.38%) GCP Engineer
14 11 (3.38%) Snowflake Engineer
15 10 (3.08%) Front-End Developer (Client-Side Developer)
15 10 (3.08%) Infrastructure Engineer
16 9 (2.77%) Artificial Intelligence Engineer
Libraries, Frameworks & Software Standards
1 32 (9.85%) REST
2 27 (8.31%) FastAPI
3 24 (7.38%) Kafka
4 22 (6.77%) RESTful
5 19 (5.85%) PySpark
6 15 (4.62%) PyTorch
6 15 (4.62%) React
7 10 (3.08%) AWS CDK
7 10 (3.08%) Pandas
7 10 (3.08%) Streamlit
8 9 (2.77%) .NET
8 9 (2.77%) Celery
8 9 (2.77%) JWT
8 9 (2.77%) Model Context Protocol
8 9 (2.77%) OAuth
8 9 (2.77%) OpenCV
8 9 (2.77%) RabbitMQ
9 8 (2.46%) Hugging Face
9 8 (2.46%) Node.js
10 7 (2.15%) NumPy
Miscellaneous
1 33 (10.15%) Cloud Native
2 19 (5.85%) Management Information System
3 18 (5.54%) Data Structures
3 18 (5.54%) Distributed Systems
4 14 (4.31%) Equity Derivative
5 12 (3.69%) Data Protection Act
6 11 (3.38%) Derivative
7 10 (3.08%) Product Ownership
8 9 (2.77%) Legacy Systems
9 8 (2.46%) Enterprise Cloud
10 7 (2.15%) Algorithms
10 7 (2.15%) Linux Command Line
11 6 (1.85%) Data Centre
11 6 (1.85%) Legacy Code
12 5 (1.54%) Animation
12 5 (1.54%) Clustering
12 5 (1.54%) Market Risk
12 5 (1.54%) Onboarding
13 3 (0.92%) NVMe
13 3 (0.92%) Self-Motivation
Operating Systems
1 40 (12.31%) Linux
2 31 (9.54%) Unix
3 23 (7.08%) Windows
4 7 (2.15%) Red Hat Enterprise Linux
5 6 (1.85%) Windows Server
6 3 (0.92%) Mac OS
7 1 (0.31%) Rocky
7 1 (0.31%) Ubuntu
7 1 (0.31%) VMS
7 1 (0.31%) zOS
Processes & Methodologies
1 128 (39.38%) CI/CD
2 108 (33.23%) AI
3 93 (28.62%) Agile
4 72 (22.15%) DevOps
5 67 (20.62%) Infrastructure as Code
6 63 (19.38%) Machine Learning
7 59 (18.15%) Data Pipeline
8 57 (17.54%) Observability
9 56 (17.23%) Problem-Solving
10 50 (15.38%) LLM
11 44 (13.54%) Containerisation
12 43 (13.23%) Platform Engineering
13 42 (12.92%) Analytics
14 41 (12.62%) Data Engineering
15 39 (12.00%) Site Reliability Engineering
16 32 (9.85%) Data Modelling
17 31 (9.54%) Continuous Improvement
18 30 (9.23%) ETL
18 30 (9.23%) Validation
19 29 (8.92%) Software Engineering
Programming Languages
1 78 (24.00%) SQL
2 38 (11.69%) Java
3 35 (10.77%) Bash
4 24 (7.38%) Perl
4 24 (7.38%) PowerShell
4 24 (7.38%) TypeScript
5 23 (7.08%) C++
6 18 (5.54%) JavaScript
7 16 (4.92%) C#
8 12 (3.69%) Shell Script
9 9 (2.77%) Lua
10 4 (1.23%) Scala
11 3 (0.92%) Go
12 2 (0.62%) Bicep
12 2 (0.62%) Data Analysis Expressions
12 2 (0.62%) Search Processing Language
12 2 (0.62%) T-SQL
13 1 (0.31%) Groovy
13 1 (0.31%) PHP
13 1 (0.31%) REXX
Qualifications
1 39 (12.00%) Security Cleared
2 26 (8.00%) SC Cleared
3 19 (5.85%) Degree
4 9 (2.77%) BPSS Clearance
5 8 (2.46%) DV Cleared
5 8 (2.46%) Master's Degree
6 4 (1.23%) Computer Science Degree
6 4 (1.23%) ISTQB
7 3 (0.92%) CCNP
7 3 (0.92%) Cisco Certification
7 3 (0.92%) IBM Certification
7 3 (0.92%) SnowPro
8 2 (0.62%) NCDA
8 2 (0.62%) VCP6
8 2 (0.62%) VMware Certified Professional (VCP)
9 1 (0.31%) AWS Certification
9 1 (0.31%) CCIE
9 1 (0.31%) CEH
9 1 (0.31%) CISSP
9 1 (0.31%) VCAP
Quality Assurance & Compliance
1 34 (10.46%) Data Quality
2 19 (5.85%) QA
3 11 (3.38%) Disclosure Scotland
4 8 (2.46%) SLA
5 6 (1.85%) Accessibility
6 3 (0.92%) ISO 20022
7 2 (0.62%) GDPR
7 2 (0.62%) ISO 8583
8 1 (0.31%) ISO/IEC 27001
8 1 (0.31%) NIST
8 1 (0.31%) SOC 2
System Software
1 28 (8.62%) Docker
2 10 (3.08%) VMware Infrastructure
3 5 (1.54%) VMware NSX
4 4 (1.23%) Ceph
4 4 (1.23%) Hyper-V
5 3 (0.92%) Firmware
5 3 (0.92%) Squid
5 3 (0.92%) vSphere
5 3 (0.92%) zsh
6 2 (0.62%) KVM
6 2 (0.62%) Virtual Machines
7 1 (0.31%) Active Directory
7 1 (0.31%) iptables
7 1 (0.31%) NFS
7 1 (0.31%) Samba
Systems Management
1 72 (22.15%) Kubernetes
2 47 (14.46%) Terraform
3 33 (10.15%) Grafana
4 31 (9.54%) Ansible
5 14 (4.31%) Prometheus
6 7 (2.15%) NetBackup
7 5 (1.54%) Argo
8 4 (1.23%) Istio
9 3 (0.92%) Dell DRAC
9 3 (0.92%) vMotion
9 3 (0.92%) vRealize
10 2 (0.62%) linkerd
10 2 (0.62%) PowerCLI
10 2 (0.62%) SCCM
10 2 (0.62%) ZABBIX
11 1 (0.31%) Nagios
11 1 (0.31%) Podman
11 1 (0.31%) Puppet
11 1 (0.31%) Single Sign-On
11 1 (0.31%) systemd
Vendors
1 31 (9.54%) Microsoft
2 30 (9.23%) Databricks
3 27 (8.31%) Google
4 17 (5.23%) Oracle
5 13 (4.00%) IBM
5 13 (4.00%) Sybase
6 12 (3.69%) VMware
7 9 (2.77%) Cisco
8 7 (2.15%) OpenAI
8 7 (2.15%) Veritas
9 6 (1.85%) Palo Alto
9 6 (1.85%) Splunk
10 4 (1.23%) F5
11 3 (0.92%) Brocade
11 3 (0.92%) Commvault
11 3 (0.92%) Greenplum
11 3 (0.92%) Informatica
11 3 (0.92%) Juniper
11 3 (0.92%) NetApp
11 3 (0.92%) Talend