Python Contracts in Scotland

Python
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Python skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Python over the 6 months leading up to 12 June 2025, comparing them to the same period in the previous two years.

6 months to
12 Jun 2025
Same period 2024 Same period 2023
Rank 8 21 8
Rank change year-on-year +13 -13 +6
Contract jobs citing Python 259 178 363
As % of all contract jobs advertised in Scotland 15.81% 8.30% 13.54%
As % of the Programming Languages category 41.64% 30.02% 40.74%
Number of daily rates quoted 136 116 251
10th Percentile £393 £411 £413
25th Percentile £425 £440 £456
Median daily rate (50th Percentile) £475 £486 £500
Median % change year-on-year -2.21% -2.85% -3.85%
75th Percentile £538 £578 £589
90th Percentile £575 £628 £688
UK median daily rate £538 £550 £600
% change year-on-year -2.27% -8.33% -
Number of hourly rates quoted 2 2 7
10th Percentile - - £54.25
25th Percentile £52.50 - £56.25
Median hourly rate £55.00 £38.00 £60.55
Median % change year-on-year +44.74% -37.24% +42.47%
75th Percentile £57.50 - £67.66
90th Percentile - - £75.25
UK median hourly rate £40.00 £61.00 £64.38
% change year-on-year -34.43% -5.24% +26.70%

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 622 593 891
As % of all contract IT jobs advertised in Scotland 37.97% 27.65% 33.23%
Number of daily rates quoted 343 403 619
10th Percentile £302 £350 £400
25th Percentile £408 £409 £438
Median daily rate (50th Percentile) £473 £460 £493
Median % change year-on-year +2.72% -6.60% +1.03%
75th Percentile £533 £538 £550
90th Percentile £575 £613 £650
UK median daily rate £513 £525 £550
% change year-on-year -2.38% -4.55% -
Number of hourly rates quoted 13 14 12
10th Percentile - £29.60 £41.90
25th Percentile £21.00 £41.31 £50.37
Median hourly rate £31.08 £57.50 £58.27
Median % change year-on-year -45.95% -1.31% +23.97%
75th Percentile £60.00 £60.75 £67.11
90th Percentile £69.00 £62.50 £69.88
UK median hourly rate £55.00 £62.50 £60.70
% change year-on-year -12.00% +2.97% +18.15%

Python
Job Vacancy Trend in Scotland

Job postings citing Python as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Python in Scotland

Python
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing Python in Scotland.

Daily rate trend for Python in Scotland

Python
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Python in Scotland over the 6 months to 12 June 2025.

Daily rate histogram for Python in Scotland

Python
Contractor Hourly Rate Trend in Scotland

3-month moving average hourly rates quoted in jobs citing Python in Scotland.

Hourly rate trend 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 June 2025. 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 +5 191 £475 -2.56% 99
Edinburgh +8 60 £475 -3.85% 97
Lanarkshire +2 3 £525 +14.13% 15
Python
UK

Python
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (4.63%) Confluence
2 4 (1.54%) SAS
3 3 (1.16%) Apache Spark
4 2 (0.77%) Apache Airflow
4 2 (0.77%) GeoServer
4 2 (0.77%) SharePoint
4 2 (0.77%) SharePoint Server
5 1 (0.39%) Apache
5 1 (0.39%) Jupyter
5 1 (0.39%) nginx
Applications
1 5 (1.93%) Microsoft Excel
2 3 (1.16%) Sketch
3 1 (0.39%) Adobe XD
Business Applications
1 1 (0.39%) Sage 200
Cloud Services
1 79 (30.50%) AWS
2 50 (19.31%) Azure
3 29 (11.20%) Amazon S3
4 28 (10.81%) Cloud Computing
5 27 (10.42%) Serverless
6 18 (6.95%) OpenShift
7 17 (6.56%) AWS Lambda
8 15 (5.79%) GitHub
9 14 (5.41%) Azure DevOps
10 13 (5.02%) GCP
11 12 (4.63%) SaaS
11 12 (4.63%) Snowflake
12 10 (3.86%) Power Platform
13 9 (3.47%) IaaS
14 8 (3.09%) AWS CloudFormation
15 7 (2.70%) Cohesity
16 5 (1.93%) Azure Cosmos DB
16 5 (1.93%) GitHub Actions
16 5 (1.93%) Power Automate
17 4 (1.54%) Amazon Cognito
Communications & Networking
1 10 (3.86%) SAN
2 8 (3.09%) NAS
3 4 (1.54%) Network Security
4 3 (1.16%) Kerberos
4 3 (1.16%) VPN
5 2 (0.77%) DNS
6 1 (0.39%) DHCP
6 1 (0.39%) Fibre Channel
6 1 (0.39%) iSCSI
6 1 (0.39%) Reverse Proxy
Database & Business Intelligence
1 40 (15.44%) Relational Database
2 38 (14.67%) MongoDB
3 34 (13.13%) DB2
4 15 (5.79%) PostgreSQL
5 13 (5.02%) KDB
5 13 (5.02%) Kdb+
6 11 (4.25%) RDBMS
7 8 (3.09%) Data Warehouse
8 7 (2.70%) Amazon Redshift
8 7 (2.70%) CockroachDB
9 6 (2.32%) Amazon Aurora
9 6 (2.32%) DynamoDB
9 6 (2.32%) Metadata
9 6 (2.32%) Oracle Database
10 5 (1.93%) BigQuery
10 5 (1.93%) NewSQL
10 5 (1.93%) Power BI
10 5 (1.93%) SQL Server Integration Services
11 4 (1.54%) GIS
11 4 (1.54%) Redis
Development Applications
1 35 (13.51%) Git
2 33 (12.74%) Jenkins
2 33 (12.74%) JUnit
3 22 (8.49%) JIRA
4 19 (7.34%) Bitbucket
5 7 (2.70%) GitLab
6 5 (1.93%) ER Studio
6 5 (1.93%) IntelliJ
6 5 (1.93%) PyCharm
6 5 (1.93%) Visual Studio
6 5 (1.93%) Visual Studio Code
7 3 (1.16%) Artifactory
8 2 (0.77%) Subversion
9 1 (0.39%) Cypress.io
9 1 (0.39%) Terragrunt
General
1 109 (42.08%) Social Skills
2 100 (38.61%) Finance
3 56 (21.62%) Analytical Skills
4 55 (21.24%) Banking
5 48 (18.53%) Investment Banking
6 23 (8.88%) Front Office
7 17 (6.56%) Public Sector
8 8 (3.09%) Financial Institution
9 5 (1.93%) Legal
9 5 (1.93%) Organisational Skills
10 4 (1.54%) Tech for Good
11 3 (1.16%) Influencing Skills
11 3 (1.16%) Retail Banking
12 2 (0.77%) Inclusion and Diversity
13 1 (0.39%) Documentation Skills
13 1 (0.39%) Pharmaceutical
13 1 (0.39%) Presentation Skills
13 1 (0.39%) Retail
Job Titles
1 85 (32.82%) Developer
2 39 (15.06%) Python Engineer
3 37 (14.29%) Python Developer
3 37 (14.29%) Senior
4 34 (13.13%) Java Developer
5 25 (9.65%) Analyst
6 23 (8.88%) Data Engineer
7 19 (7.34%) Senior Developer
8 17 (6.56%) Infrastructure Engineer
9 15 (5.79%) Linux Developer
9 15 (5.79%) Platform Engineer
9 15 (5.79%) Senior Python Developer
10 14 (5.41%) Linux Engineer
11 13 (5.02%) Artificial Intelligence Engineer
11 13 (5.02%) C++ Developer
11 13 (5.02%) Cloud Engineer
11 13 (5.02%) Investment Banking C++ Developer
11 13 (5.02%) Senior C++ Developer
12 11 (4.25%) Investment Banking Java Developer
12 11 (4.25%) SQL Developer
Libraries, Frameworks & Software Standards
1 43 (16.60%) Kafka
2 40 (15.44%) Spring
3 26 (10.04%) JMS
4 14 (5.41%) React
5 12 (4.63%) AWS CDK
6 9 (3.47%) .NET
6 9 (3.47%) Loki
6 9 (3.47%) Spring Boot
7 8 (3.09%) PySpark
8 7 (2.70%) REST
8 7 (2.70%) RESTful
9 6 (2.32%) AngularJS
9 6 (2.32%) JSON
10 5 (1.93%) FastAPI
10 5 (1.93%) OAuth
11 4 (1.54%) ASP.NET
11 4 (1.54%) Middleware
11 4 (1.54%) OpenID
11 4 (1.54%) PostGIS
11 4 (1.54%) SAML
Miscellaneous
1 34 (13.13%) Management Information System
2 29 (11.20%) Data Structures
3 28 (10.81%) Distributed Systems
4 23 (8.88%) Equities
5 18 (6.95%) Enterprise Software
5 18 (6.95%) Virtual Team
6 14 (5.41%) Data Protection Act
7 12 (4.63%) Cloud Native
7 12 (4.63%) Public Cloud
8 8 (3.09%) Product Ownership
9 7 (2.70%) Equity Derivative
9 7 (2.70%) Legacy Systems
9 7 (2.70%) Linux Command Line
10 4 (1.54%) Algorithms
10 4 (1.54%) Derivative
10 4 (1.54%) Renewable Energy
11 3 (1.16%) Analytical Mindset
11 3 (1.16%) Credit Risk
11 3 (1.16%) Data Centre
11 3 (1.16%) Low-Code
Operating Systems
1 115 (44.40%) Linux
2 62 (23.94%) Unix
3 42 (16.22%) Windows
4 13 (5.02%) Windows Server
5 7 (2.70%) Red Hat Enterprise Linux
6 3 (1.16%) Mac OS
7 2 (0.77%) Android
7 2 (0.77%) Apple iOS
7 2 (0.77%) Data ONTAP
8 1 (0.39%) AIX
8 1 (0.39%) Oracle Linux
8 1 (0.39%) VMS
Processes & Methodologies
1 88 (33.98%) Agile
2 80 (30.89%) Problem-Solving
3 58 (22.39%) CI/CD
4 57 (22.01%) SDLC
5 46 (17.76%) DevOps
6 37 (14.29%) Infrastructure as Code
7 35 (13.51%) Decision-Making
8 34 (13.13%) Containerisation
9 31 (11.97%) Performance Tuning
10 30 (11.58%) Data Science
11 29 (11.20%) Multithreading
12 27 (10.42%) Data Protection
12 27 (10.42%) Task Automation
13 26 (10.04%) Artificial Intelligence
13 26 (10.04%) Open Source
14 25 (9.65%) Software Engineering
15 24 (9.27%) Database Tuning
16 23 (8.88%) Computer Science
17 22 (8.49%) Data Security
18 21 (8.11%) Test Automation
Programming Languages
1 98 (37.84%) SQL
2 75 (28.96%) Java
3 42 (16.22%) Shell Script
4 31 (11.97%) Perl
5 28 (10.81%) TypeScript
6 22 (8.49%) JavaScript
7 14 (5.41%) C++
8 13 (5.02%) C#
9 12 (4.63%) Bash
10 10 (3.86%) PowerShell
11 9 (3.47%) Erlang
11 9 (3.47%) Prolog
12 4 (1.54%) VBA
13 3 (1.16%) ANSI SQL
13 3 (1.16%) Bicep
13 3 (1.16%) Data Analysis Expressions
13 3 (1.16%) Go
13 3 (1.16%) Groovy
14 2 (0.77%) R
14 2 (0.77%) Tcl
Qualifications
1 20 (7.72%) AWS Certification
2 17 (6.56%) Degree
3 13 (5.02%) AWS Certified Solutions Architect
3 13 (5.02%) Computer Science Degree
4 7 (2.70%) AWS Certified Developer
5 6 (2.32%) Azure Certification
6 5 (1.93%) Microsoft Certification
7 4 (1.54%) CISSP
8 3 (1.16%) CISM
8 3 (1.16%) Master's Degree
8 3 (1.16%) Numerate Degree
9 1 (0.39%) AWS Certified DevOps Engineer
9 1 (0.39%) CEH
9 1 (0.39%) GCFA
9 1 (0.39%) GCIH
9 1 (0.39%) OCP
9 1 (0.39%) Oracle Certification
9 1 (0.39%) OSCP
9 1 (0.39%) Security Cleared
9 1 (0.39%) TOGAF Certification
Quality Assurance & Compliance
1 17 (6.56%) Disclosure Scotland
2 7 (2.70%) Accessibility
3 5 (1.93%) Data Quality
4 2 (0.77%) PCI DSS
4 2 (0.77%) WCAG
5 1 (0.39%) Cyber Essentials
5 1 (0.39%) Cyber Essentials PLUS
5 1 (0.39%) GDPR
5 1 (0.39%) QA
5 1 (0.39%) Sarbanes-Oxley
System Software
1 35 (13.51%) Docker
2 15 (5.79%) VMware Infrastructure
3 7 (2.70%) Veritas Cluster Server
4 3 (1.16%) Apache ZooKeeper
5 2 (0.77%) GPFS
5 2 (0.77%) Virtual Servers
6 1 (0.39%) KVM
6 1 (0.39%) NFS
6 1 (0.39%) Virtual Machines
Systems Management
1 60 (23.17%) Kubernetes
2 36 (13.90%) Terraform
3 26 (10.04%) Ansible
4 16 (6.18%) Grafana
5 12 (4.63%) Prometheus
6 10 (3.86%) NetBackup
7 8 (3.09%) Oracle RMAN
8 5 (1.93%) Progress Chef
9 3 (1.16%) Podman
10 2 (0.77%) HAProxy
10 2 (0.77%) RSA Archer
10 2 (0.77%) Veritas Storage Foundation
11 1 (0.39%) Argo
11 1 (0.39%) Istio
11 1 (0.39%) Kibana
11 1 (0.39%) Kustomize
11 1 (0.39%) linkerd
11 1 (0.39%) Nagios
11 1 (0.39%) Puppet
11 1 (0.39%) Red Hat Satellite
Vendors
1 33 (12.74%) Sybase
2 19 (7.34%) Veritas
2 19 (7.34%) VMware
3 15 (5.79%) Oracle
4 13 (5.02%) Microsoft
5 11 (4.25%) Splunk
6 9 (3.47%) Google
7 7 (2.70%) IBM
8 5 (1.93%) Alteryx
8 5 (1.93%) Red Hat
9 4 (1.54%) OpenAI
9 4 (1.54%) ServiceNow
10 3 (1.16%) Databricks
10 3 (1.16%) NetApp
10 3 (1.16%) Netskope
10 3 (1.16%) Proofpoint
10 3 (1.16%) Qualys
10 3 (1.16%) Symantec
11 2 (0.77%) Brocade
11 2 (0.77%) EMC