Python Contracts in Scotland

Python
UK > Scotland

The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for Python skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Python over the 6 months to 16 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 11 9 14
Rank change year-on-year -2 +5 0
Contract jobs citing Python 215 387 309
As % of all contract jobs advertised in Scotland 10.00% 14.32% 9.05%
As % of the Programming Languages category 34.51% 41.66% 32.66%
Number of daily rates quoted 136 274 219
10th Percentile £411 £425 £412
25th Percentile £450 £456 £450
Median daily rate (50th Percentile) £497 £500 £513
Median % change year-on-year -0.60% -2.44% +13.89%
75th Percentile £595 £590 £593
90th Percentile £634 £684 £738
UK median daily rate £560 £600 £600
% change year-on-year -6.67% - +14.29%
Number of hourly rates quoted 2 7 3
10th Percentile - £54.25 £22.15
25th Percentile - £56.25 £29.50
Median hourly rate £38.00 £60.55 £44.50
Median % change year-on-year -37.24% +36.07% -22.61%
75th Percentile - £67.66 £49.01
90th Percentile - £75.25 £50.07
UK median hourly rate £60.00 £64.38 £50.00
% change year-on-year -6.80% +28.75% +25.00%

All Programming Languages
Scotland

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for coding skills.

Contract vacancies with a requirement for coding skills 623 929 946
As % of all contract IT jobs advertised in Scotland 28.96% 34.37% 27.71%
Number of daily rates quoted 411 665 660
10th Percentile £360 £406 £363
25th Percentile £413 £433 £416
Median daily rate (50th Percentile) £475 £490 £475
Median % change year-on-year -3.06% +3.16% +11.76%
75th Percentile £575 £553 £550
90th Percentile £650 £656 £638
UK median daily rate £533 £550 £550
% change year-on-year -3.09% - +10.00%
Number of hourly rates quoted 14 12 15
10th Percentile £29.60 £48.08 £17.50
25th Percentile £41.31 £55.00 £27.50
Median hourly rate £57.50 £59.79 £44.50
Median % change year-on-year -3.83% +34.36% -2.20%
75th Percentile £60.75 £67.81 £55.03
90th Percentile £62.50 £69.88 £56.80
UK median hourly rate £62.50 £62.50 £50.35
% change year-on-year - +24.13% +18.47%

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 16 May 2024.

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 16 May 2024. 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 +3 137 £500 -16.67% 41
Edinburgh -13 60 £489 -1.21% 47
South Lanarkshire - 4 - -
Perthshire +10 2 £488 -11.36% 2
Lanarkshire +4 2 £460 -4.17% 14
West Lothian -7 1 - - 1
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 18 (8.37%) Apache Airflow
2 6 (2.79%) Confluence
3 5 (2.33%) SAS
4 3 (1.40%) Apache Spark
4 3 (1.40%) SharePoint
5 2 (0.93%) Apache
6 1 (0.47%) GeoServer
6 1 (0.47%) Jupyter
Applications
1 11 (5.12%) Chatbot
2 10 (4.65%) Sketch
3 2 (0.93%) Microsoft Excel
4 1 (0.47%) Microsoft Office
4 1 (0.47%) Microsoft PowerPoint
Business Applications
1 5 (2.33%) Maximo
Cloud Services
1 98 (45.58%) AWS
2 41 (19.07%) Azure
3 40 (18.60%) AWS CloudFormation
3 40 (18.60%) Serverless
4 38 (17.67%) OpenShift
5 37 (17.21%) Amazon S3
5 37 (17.21%) AWS Lambda
6 11 (5.12%) Amazon EKS
6 11 (5.12%) Snowflake
7 10 (4.65%) Figma
8 9 (4.19%) Amazon SageMaker
9 8 (3.72%) Amazon EC2
9 8 (3.72%) AWS CodePipeline
9 8 (3.72%) Textract
10 7 (3.26%) GCP
11 6 (2.79%) Amazon OpenSearch
11 6 (2.79%) IaaS
11 6 (2.79%) Power Platform
12 5 (2.33%) Amazon ECS
12 5 (2.33%) AWS Fargate
Communications & Networking
1 11 (5.12%) SAN
2 7 (3.26%) DNS
2 7 (3.26%) Firewall
2 7 (3.26%) NAS
3 5 (2.33%) DHCP
3 5 (2.33%) Fibre Channel
3 5 (2.33%) iSCSI
4 4 (1.86%) TCP/IP
5 3 (1.40%) SSL
6 2 (0.93%) F5 BIG-IP LTM
7 1 (0.47%) 5G
7 1 (0.47%) BGP
7 1 (0.47%) F5 BIG-IP GTM
7 1 (0.47%) HTTP
7 1 (0.47%) MPLS
7 1 (0.47%) NetScaler
7 1 (0.47%) Network Security
7 1 (0.47%) VPLS
7 1 (0.47%) VPN
Database & Business Intelligence
1 38 (17.67%) PostgreSQL
2 21 (9.77%) Amazon Aurora
2 21 (9.77%) MongoDB
3 16 (7.44%) Data Warehouse
4 13 (6.05%) Elasticsearch
5 8 (3.72%) GIS
5 8 (3.72%) Oracle Database
6 6 (2.79%) Big Data
6 6 (2.79%) Power BI
7 4 (1.86%) Amazon RDS
7 4 (1.86%) DB2
7 4 (1.86%) Parquet
8 3 (1.40%) InfluxDB
8 3 (1.40%) NoSQL
8 3 (1.40%) Star Schema
9 2 (0.93%) Amazon Athena
9 2 (0.93%) BigQuery
9 2 (0.93%) Data Lake
9 2 (0.93%) Hadoop
9 2 (0.93%) MySQL
Development Applications
1 32 (14.88%) Jenkins
2 22 (10.23%) Git
3 16 (7.44%) GitLab
4 10 (4.65%) JIRA
5 8 (3.72%) Artifactory
5 8 (3.72%) Gradle
5 8 (3.72%) Maven
6 3 (1.40%) Burp Suite
7 2 (0.93%) ER Studio
7 2 (0.93%) TeamCity
8 1 (0.47%) Bitbucket Server
8 1 (0.47%) CircleCI
8 1 (0.47%) gulp
8 1 (0.47%) JUnit
8 1 (0.47%) Liquibase
8 1 (0.47%) Octopus Deploy
8 1 (0.47%) Terragrunt
8 1 (0.47%) Travis CI
General
1 37 (17.21%) Finance
2 34 (15.81%) Public Sector
3 33 (15.35%) Social Skills
4 28 (13.02%) Banking
5 19 (8.84%) Analytical Skills
6 9 (4.19%) Investment Banking
7 6 (2.79%) Organisational Skills
8 4 (1.86%) Financial Institution
9 2 (0.93%) Inclusion and Diversity
9 2 (0.93%) Presentation Skills
10 1 (0.47%) Documentation Skills
10 1 (0.47%) Influencing Skills
10 1 (0.47%) Legal
10 1 (0.47%) Marketing
10 1 (0.47%) Tech for Good
10 1 (0.47%) Telecoms
Job Titles
1 61 (28.37%) Developer
2 33 (15.35%) Python Engineer
3 29 (13.49%) DevOps Engineer
4 25 (11.63%) Linux Engineer
5 22 (10.23%) Platform Engineer
6 21 (9.77%) AWS Engineer
7 18 (8.37%) Infrastructure Engineer
8 17 (7.91%) Data Engineer
9 15 (6.98%) Software Developer
10 14 (6.51%) Python Developer
11 12 (5.58%) Cloud Platform Engineer
12 11 (5.12%) Automation Developer
13 10 (4.65%) Designer
13 10 (4.65%) Unix Engineer
13 10 (4.65%) Unix Linux Engineer
13 10 (4.65%) UX Designer
13 10 (4.65%) Windows Engineer
14 9 (4.19%) AWS DevOps
14 9 (4.19%) AWS DevOps Engineer
14 9 (4.19%) Network Engineer
Libraries, Frameworks & Software Standards
1 40 (18.60%) AWS CDK
2 21 (9.77%) React
3 17 (7.91%) PySpark
3 17 (7.91%) REST
4 16 (7.44%) HTML
5 7 (3.26%) Middleware
5 7 (3.26%) SpaCy
5 7 (3.26%) Spring
6 6 (2.79%) Node.js
6 6 (2.79%) PostGIS
7 5 (2.33%) CSS
7 5 (2.33%) Flash
7 5 (2.33%) POSIX
7 5 (2.33%) RabbitMQ
7 5 (2.33%) Spring Boot
8 4 (1.86%) Apache Avro
8 4 (1.86%) Kafka
8 4 (1.86%) PyTorch
9 2 (0.93%) OAuth2
9 2 (0.93%) Pandas
Miscellaneous
1 11 (5.12%) Legacy Systems
1 11 (5.12%) Product Ownership
2 10 (4.65%) Distributed Systems
3 9 (4.19%) Cloud Native
3 9 (4.19%) Data Protection Act
4 6 (2.79%) Renewable Energy
5 5 (2.33%) Management Information System
5 5 (2.33%) NVMe
6 4 (1.86%) Client/Server
6 4 (1.86%) Distributed Computing
6 4 (1.86%) Embedded Systems
6 4 (1.86%) Linux Command Line
6 4 (1.86%) PKI
7 3 (1.40%) Cyber Defence
7 3 (1.40%) Mainframe
7 3 (1.40%) Public Cloud
7 3 (1.40%) Virtual Team
8 2 (0.93%) Distributed Applications
8 2 (0.93%) Private Cloud
9 1 (0.47%) Enterprise Software
Operating Systems
1 69 (32.09%) Linux
2 34 (15.81%) Unix
3 27 (12.56%) Windows
4 19 (8.84%) Red Hat Enterprise Linux
5 10 (4.65%) Android
5 10 (4.65%) Apple iOS
6 8 (3.72%) Windows Server
7 7 (3.26%) Ubuntu
8 5 (2.33%) Mac OS
9 4 (1.86%) Data ONTAP
10 3 (1.40%) Kali Linux
Processes & Methodologies
1 88 (40.93%) Agile
2 83 (38.60%) DevOps
3 43 (20.00%) Infrastructure as Code
4 41 (19.07%) CI/CD
5 39 (18.14%) Software Engineering
6 29 (13.49%) Artificial Intelligence
7 25 (11.63%) User Experience
8 24 (11.16%) Code Quality
8 24 (11.16%) Machine Learning
8 24 (11.16%) Site Reliability Engineering
9 23 (10.70%) Scrum
10 22 (10.23%) Infrastructure Engineering
10 22 (10.23%) Kanban
11 21 (9.77%) Computer Science
11 21 (9.77%) Observability
11 21 (9.77%) Problem-Solving
12 20 (9.30%) ETL
12 20 (9.30%) Platform Engineering
13 19 (8.84%) OO
13 19 (8.84%) Roadmaps
Programming Languages
1 46 (21.40%) Perl
2 39 (18.14%) SQL
3 38 (17.67%) Java
4 29 (13.49%) Bash
5 28 (13.02%) TypeScript
6 23 (10.70%) JavaScript
7 17 (7.91%) C#
8 14 (6.51%) Groovy
8 14 (6.51%) Scala
9 13 (6.05%) PowerShell
10 12 (5.58%) Shell Script
11 10 (4.65%) Ruby
12 3 (1.40%) C
13 2 (0.93%) Go
13 2 (0.93%) Rust
14 1 (0.47%) Elixir
14 1 (0.47%) PHP
Qualifications
1 15 (6.98%) Degree
2 10 (4.65%) Security Cleared
3 6 (2.79%) SC Cleared
4 3 (1.40%) OSCP
5 2 (0.93%) Computer Science Degree
6 1 (0.47%) AWS Certification
6 1 (0.47%) Azure Certification
6 1 (0.47%) BPSS Clearance
6 1 (0.47%) Oracle Certification
Quality Assurance & Compliance
1 13 (6.05%) Accessibility
1 13 (6.05%) Disclosure Scotland
2 4 (1.86%) Data Quality
3 3 (1.40%) PCI DSS
4 1 (0.47%) GDPR
System Software
1 41 (19.07%) Docker
2 10 (4.65%) VMware Infrastructure
3 5 (2.33%) NFS
4 4 (1.86%) GPFS
5 2 (0.93%) Firmware
5 2 (0.93%) Virtual Servers
Systems Management
1 55 (25.58%) Kubernetes
2 45 (20.93%) Terraform
3 36 (16.74%) Grafana
4 34 (15.81%) Ansible
5 12 (5.58%) Prometheus
6 8 (3.72%) Kibana
7 7 (3.26%) SCCM
8 5 (2.33%) NetBackup
9 4 (1.86%) Red Hat Satellite
9 4 (1.86%) Veritas Storage Foundation
10 3 (1.40%) Dell DRAC
10 3 (1.40%) Microsoft Intune
10 3 (1.40%) Packer
10 3 (1.40%) Progress Chef
11 1 (0.47%) Argo
11 1 (0.47%) FortiGate
11 1 (0.47%) Istio
11 1 (0.47%) Puppet
Vendors
1 15 (6.98%) Databricks
2 12 (5.58%) Oracle
3 11 (5.12%) PayPal
4 10 (4.65%) VMware
5 9 (4.19%) Google
5 9 (4.19%) Splunk
5 9 (4.19%) Veritas
6 8 (3.72%) Microsoft
7 5 (2.33%) IBM
7 5 (2.33%) Red Hat
8 4 (1.86%) Atlassian
8 4 (1.86%) Brocade
8 4 (1.86%) EMC
8 4 (1.86%) NetApp
8 4 (1.86%) Sybase
9 3 (1.40%) BMC
10 2 (0.93%) F5
10 2 (0.93%) HP
10 2 (0.93%) IDERA
10 2 (0.93%) Sage