Python Contract Job Trends in England

Python
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Python skills. It covers contract job vacancies from the 6 months leading up to 18 September 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 10
Rank change year-on-year -3 0 +2
Contract jobs citing Python 4,802 3,657 3,648
As % of all contract jobs in England 10.40% 13.15% 11.07%
As % of the Programming Languages category 40.11% 40.04% 34.00%
Number of daily rates quoted 3,138 2,434 2,590
10th Percentile £375 £363 £373
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £530 £588
Median % change year-on-year +3.77% -9.79% -2.08%
75th Percentile £650 £650 £725
90th Percentile £750 £788 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -4.17%
Number of hourly rates quoted 129 75 88
10th Percentile £33.51 £31.39 £24.28
25th Percentile £43.81 £36.13 £46.23
Median hourly rate £63.48 £50.00 £69.38
Median % change year-on-year +26.96% -27.93% +6.73%
75th Percentile £80.00 £58.13 £74.00
90th Percentile £92.11 £81.00 £79.13
UK median hourly rate £61.97 £50.00 £62.50
% change year-on-year +23.95% -20.00% -3.85%

All Programming Languages
England

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 England.

Contract vacancies with a requirement for coding skills 11,973 9,133 10,730
As % of all contract IT jobs advertised in England 25.93% 32.84% 32.57%
Number of daily rates quoted 7,744 6,172 7,343
10th Percentile £363 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £545
Median % change year-on-year +2.44% -5.96% -0.91%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £523 £503 £525
% change year-on-year +3.98% -4.29% -4.55%
Number of hourly rates quoted 513 261 309
10th Percentile £27.75 £31.25 £30.40
25th Percentile £51.25 £42.50 £50.00
Median hourly rate £65.00 £56.50 £65.00
Median % change year-on-year +15.04% -13.08% -
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.00 £80.00 £79.34
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +3.17%

Python
Job Vacancy Trend in England

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

Python job vacancy trend in England

Python
Daily Rate Trend in England

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

Contractor daily rate distribution trend for jobs in England citing Python

Python
Daily Rate Histogram in England

Daily rate distribution for jobs citing Python in England over the 6 months to 18 September 2026.

Daily rate histogram for Python in England

Python
Hourly Rate Trend in England

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

Contractor hourly rate distribution trend for jobs in England citing Python

Python
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Python in England over the 6 months to 18 September 2026.

Hourly rate histogram for Python in England

Python
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the England region over the 6 months to 18 September 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
London -4 2,836 £575 - 6,269
North of England +1 740 £500 +5.04% 964
South East -4 456 £543 +8.50% 1,147
Yorkshire -1 381 £500 - 315
North West 0 282 £525 +11.94% 519
South West -2 280 £550 +4.76% 546
Midlands -21 220 £500 +5.26% 461
West Midlands -19 178 £500 - 256
East of England -8 152 £475 -9.52% 623
North East -7 87 £425 -5.56% 133
East Midlands -17 42 £478 +16.59% 205
Python
UK

Python
Co-Occurring Skills & Capabilities in England 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
1 253 (5.27%) Apache Airflow
2 240 (5.00%) Apache Spark
3 190 (3.96%) Apache
4 138 (2.87%) Confluence
5 52 (1.08%) Jupyter
6 49 (1.02%) SharePoint
7 33 (0.69%) SAS
8 29 (0.60%) OpenStack
9 21 (0.44%) ArcGIS
9 21 (0.44%) nginx
9 21 (0.44%) Palantir Foundry
10 20 (0.42%) IIS
11 7 (0.15%) CMS
11 7 (0.15%) Tomcat
12 6 (0.12%) Microsoft Exchange
12 6 (0.12%) WebSphere
13 5 (0.10%) Apache Solr
13 5 (0.10%) Apache Superset
13 5 (0.10%) Oracle SOA Suite
14 4 (0.083%) Camunda
Applications
1 90 (1.87%) Microsoft Excel
2 28 (0.58%) Chatbot
3 22 (0.46%) Microsoft Office
4 17 (0.35%) Spreadsheet
5 16 (0.33%) CPLEX
6 13 (0.27%) Microsoft PowerPoint
7 12 (0.25%) MS Visio
8 2 (0.042%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) Mozilla Thunderbird
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 18 (0.37%) Aladdin
1 18 (0.37%) Remedy ITSM
1 18 (0.37%) SAP S/4HANA
2 9 (0.19%) Dynamics CRM
3 8 (0.17%) Front Arena
3 8 (0.17%) Remedy AR System
4 7 (0.15%) SAP IBP
5 6 (0.12%) NetSuite
5 6 (0.12%) Summit
6 5 (0.10%) Sage X3
7 4 (0.083%) Oracle ERP
7 4 (0.083%) Salesforce CRM
8 3 (0.062%) Endur
8 3 (0.062%) Oracle EBS
8 3 (0.062%) Payment Gateway
8 3 (0.062%) Teamcenter
9 2 (0.042%) Actimize
9 2 (0.042%) Global One
9 2 (0.042%) Oracle Assets
9 2 (0.042%) Workday HCM
Cloud Services
1 1,798 (37.44%) AWS
2 1,649 (34.34%) Azure
3 742 (15.45%) GCP
4 616 (12.83%) GitHub
5 416 (8.66%) Serverless
6 412 (8.58%) Power Platform
7 376 (7.83%) GitHub Actions
8 373 (7.77%) Azure DevOps
9 333 (6.93%) Amazon S3
10 303 (6.31%) AWS Lambda
11 280 (5.83%) Snowflake
12 214 (4.46%) dbt
13 197 (4.10%) Azure Data Factory
14 159 (3.31%) Amazon CloudWatch
15 146 (3.04%) Entra ID
16 141 (2.94%) Amazon EKS
17 139 (2.89%) AWS CloudFormation
18 120 (2.50%) Amazon EC2
19 114 (2.37%) Azure Synapse Analytics
20 112 (2.33%) SaaS
Communications & Networking
1 262 (5.46%) Firewall
2 182 (3.79%) DNS
3 148 (3.08%) TCP/IP
4 135 (2.81%) Network Security
5 122 (2.54%) BGP
6 116 (2.42%) VPN
7 110 (2.29%) WAN
8 77 (1.60%) DHCP
9 70 (1.46%) OSPF
10 66 (1.37%) SD-WAN
11 56 (1.17%) BIG-IP
12 52 (1.08%) VLAN
13 50 (1.04%) VXLAN
14 49 (1.02%) F5 BIG-IP LTM
14 49 (1.02%) HTTP
15 45 (0.94%) SSL
16 42 (0.87%) Ethernet VPN
17 37 (0.77%) MPLS
17 37 (0.77%) Wireless
18 35 (0.73%) Wi-Fi
Database & Business Intelligence
1 372 (7.75%) Power BI
2 290 (6.04%) Data Warehouse
3 271 (5.64%) PostgreSQL
4 187 (3.89%) SQL Server
5 183 (3.81%) Metadata
6 160 (3.33%) Relational Database
6 160 (3.33%) Tableau
7 155 (3.23%) BigQuery
8 154 (3.21%) Data Lake
9 145 (3.02%) NoSQL
10 112 (2.33%) Amazon RDS
10 112 (2.33%) Amazon Redshift
11 111 (2.31%) Big Data
12 109 (2.27%) Delta Lake
13 108 (2.25%) Amazon Athena
14 87 (1.81%) DynamoDB
15 85 (1.77%) MongoDB
16 78 (1.62%) MySQL
17 65 (1.35%) Redis
18 50 (1.04%) Snowflake Schema
Development Applications
1 666 (13.87%) Git
2 422 (8.79%) Jenkins
3 410 (8.54%) GitLab
4 261 (5.44%) JIRA
5 95 (1.98%) Selenium
6 47 (0.98%) JMeter
6 47 (0.98%) Postman
7 44 (0.92%) SonarQube
8 39 (0.81%) Bitbucket
8 39 (0.81%) MLflow
9 37 (0.77%) Claude Code
10 34 (0.71%) Artifactory
11 29 (0.60%) Maven
12 28 (0.58%) Cucumber
13 27 (0.56%) Gatling
13 27 (0.56%) Sonatype Nexus
14 24 (0.50%) LoadRunner
15 23 (0.48%) Cypress.io
15 23 (0.48%) REST Assured
16 18 (0.37%) Atlassian Bamboo
General
1 1,117 (23.26%) Social Skills
2 1,067 (22.22%) Finance
3 740 (15.41%) Analytical Skills
4 450 (9.37%) Public Sector
5 416 (8.66%) Banking
6 158 (3.29%) Front Office
7 112 (2.33%) Investment Banking
8 100 (2.08%) Retail
9 91 (1.90%) Inclusion and Diversity
10 87 (1.81%) Marketing
11 82 (1.71%) Documentation Skills
12 76 (1.58%) Telecoms
13 51 (1.06%) Aerospace
14 50 (1.04%) Military
15 47 (0.98%) Pharmaceutical
16 44 (0.92%) Law
17 38 (0.79%) Financial Institution
18 36 (0.75%) Influencing Skills
18 36 (0.75%) Legal
19 35 (0.73%) Publishing
Job Titles
1 848 (17.66%) Senior
2 732 (15.24%) Developer
3 704 (14.66%) Data Engineer
4 433 (9.02%) Lead
5 376 (7.83%) Python Developer
6 302 (6.29%) Python Engineer
7 296 (6.16%) DevOps Engineer
8 254 (5.29%) Analyst
9 253 (5.27%) Artificial Intelligence Engineer
10 244 (5.08%) Software Engineer
11 227 (4.73%) Architect
12 183 (3.81%) AWS Engineer
13 170 (3.54%) Senior Data Engineer
14 166 (3.46%) Senior Developer
15 160 (3.33%) Cloud Engineer
16 157 (3.27%) Data Scientist
17 156 (3.25%) Platform Engineer
18 147 (3.06%) Azure Engineer
19 137 (2.85%) Network Engineer
20 118 (2.46%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,198 (24.95%) Terraform
2 434 (9.04%) REST
3 326 (6.79%) PySpark
4 306 (6.37%) Kafka
5 268 (5.58%) React
6 227 (4.73%) .NET
7 177 (3.69%) JSON
8 176 (3.67%) Django
9 168 (3.50%) FastAPI
10 163 (3.39%) RESTful
11 138 (2.87%) Node.js
12 136 (2.83%) Pandas
13 130 (2.71%) LangChain
14 122 (2.54%) pytest
15 106 (2.21%) OAuth
16 102 (2.12%) Flask
17 100 (2.08%) HTML
18 97 (2.02%) YAML
19 92 (1.92%) PyTorch
20 91 (1.90%) LangGraph
Miscellaneous
1 685 (14.26%) Cloud Native
2 253 (5.27%) Distributed Systems
3 237 (4.94%) AI Agents
4 209 (4.35%) Onboarding
5 148 (3.08%) Data Centre
6 138 (2.87%) Product Ownership
7 125 (2.60%) Data Structures
8 122 (2.54%) Legacy Systems
9 115 (2.39%) Algorithms
10 107 (2.23%) Hybrid Cloud
11 92 (1.92%) Enterprise Software
12 90 (1.87%) Management Information System
13 83 (1.73%) Data Protection Act
13 83 (1.73%) Derivative
14 80 (1.67%) Security Posture
15 72 (1.50%) Equities
16 66 (1.37%) Public Cloud
17 62 (1.29%) PKI
18 56 (1.17%) Replication
19 55 (1.15%) Self-Motivation
Operating Systems
1 642 (13.37%) Linux
2 311 (6.48%) Windows
3 207 (4.31%) Unix
4 138 (2.87%) Red Hat Enterprise Linux
5 81 (1.69%) Windows Server
6 44 (0.92%) Ubuntu
7 34 (0.71%) VMS
8 22 (0.46%) CentOS
9 15 (0.31%) AIX
9 15 (0.31%) Android
9 15 (0.31%) Solaris
10 9 (0.19%) Apple iOS
11 8 (0.17%) Amazon Linux
11 8 (0.17%) Mac OS
11 8 (0.17%) Windows 10
11 8 (0.17%) Windows Server 2019
11 8 (0.17%) zOS
12 6 (0.12%) Embedded Linux
13 4 (0.083%) Debian
13 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 1,973 (41.09%) CI/CD
2 1,408 (29.32%) DevOps
3 1,324 (27.57%) AI
4 1,085 (22.59%) Infrastructure as Code
5 1,083 (22.55%) Agile
6 970 (20.20%) Analytics
7 859 (17.89%) Data Pipeline
8 787 (16.39%) Problem-Solving
9 786 (16.37%) Software Engineering
10 720 (14.99%) Data Engineering
11 717 (14.93%) Machine Learning
12 663 (13.81%) Containerisation
13 636 (13.24%) Data Modelling
14 630 (13.12%) Observability
15 562 (11.70%) Continuous Improvement
16 560 (11.66%) ETL
17 558 (11.62%) Test Automation
18 534 (11.12%) Validation
19 492 (10.25%) Data Science
20 471 (9.81%) Platform Engineering
Programming Languages
1 1,609 (33.51%) SQL
2 694 (14.45%) Java
3 683 (14.22%) PowerShell
4 665 (13.85%) Bash
5 373 (7.77%) JavaScript
6 307 (6.39%) TypeScript
7 284 (5.91%) C#
8 176 (3.67%) Go
9 128 (2.67%) R
10 121 (2.52%) Shell Script
11 118 (2.46%) Bicep
12 114 (2.37%) C++
13 109 (2.27%) Scala
14 73 (1.52%) Perl
15 54 (1.12%) Data Analysis Expressions
15 54 (1.12%) Groovy
16 52 (1.08%) C
16 52 (1.08%) Rust
17 46 (0.96%) PL/SQL
18 37 (0.77%) Ruby
Qualifications
1 1,161 (24.18%) Security Cleared
2 929 (19.35%) SC Cleared
3 380 (7.91%) Degree
4 221 (4.60%) DV Cleared
5 141 (2.94%) Azure Certification
6 138 (2.87%) Computer Science Degree
7 125 (2.60%) AWS Certification
8 92 (1.92%) BPSS Clearance
9 91 (1.90%) CISSP
10 79 (1.65%) Cisco Certification
11 60 (1.25%) Master's Degree
12 47 (0.98%) Microsoft Certification
13 39 (0.81%) CCNP
14 35 (0.73%) PhD
15 31 (0.65%) CISM
15 31 (0.65%) VMware Certified Professional (VCP)
16 30 (0.62%) AWS Certified Solutions Architect
17 27 (0.56%) CCIE
18 25 (0.52%) DBS Check
19 23 (0.48%) ISTQB
Quality Assurance & Compliance
1 548 (11.41%) Data Quality
2 279 (5.81%) QA
3 107 (2.23%) NIST
4 96 (2.00%) ISO/IEC 27001
5 89 (1.85%) GDPR
6 70 (1.46%) Accessibility
7 36 (0.75%) SLA
8 35 (0.73%) Actionable Recommendations
9 27 (0.56%) NCSC
10 24 (0.50%) PCI DSS
11 22 (0.46%) WCAG
12 20 (0.42%) Sarbanes-Oxley
13 19 (0.40%) SOC 2
14 15 (0.31%) HIPAA
15 10 (0.21%) ISO 20022
16 8 (0.17%) Cyber Essentials
17 6 (0.12%) Basel III
17 6 (0.12%) California Consumer Privacy Act
17 6 (0.12%) MiFID
17 6 (0.12%) NIST 800
System Software
1 833 (17.35%) Docker
2 156 (3.25%) Active Directory
3 112 (2.33%) VMware Infrastructure
4 60 (1.25%) Virtual Machines
5 47 (0.98%) Hyper-V
6 33 (0.69%) VMware NSX
7 31 (0.65%) vSphere
8 20 (0.42%) Firmware
8 20 (0.42%) VMware ESXi
9 19 (0.40%) NFS
10 13 (0.27%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 10 (0.21%) Squid
13 7 (0.15%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) Slurm Workload Manager
15 4 (0.083%) Ceph
15 4 (0.083%) Dovecot
15 4 (0.083%) HDFS
15 4 (0.083%) PowerHA
Systems Management
1 956 (19.91%) Kubernetes
2 568 (11.83%) Ansible
3 267 (5.56%) Grafana
4 200 (4.16%) Prometheus
5 75 (1.56%) Puppet
6 69 (1.44%) Progress Chef
7 55 (1.15%) Argo
8 35 (0.73%) Single Sign-On
9 27 (0.56%) Kibana
10 26 (0.54%) Control-M
11 24 (0.50%) Microsoft Intune
12 23 (0.48%) Istio
13 20 (0.42%) FortiGate
14 19 (0.40%) Packer
15 18 (0.37%) ZABBIX
16 17 (0.35%) HAProxy
16 17 (0.35%) vCenter Server
16 17 (0.35%) vRealize
17 16 (0.33%) ITRS Geneos
17 16 (0.33%) Nagios
Vendors
1 634 (13.20%) Microsoft
2 497 (10.35%) Databricks
3 313 (6.52%) Google
4 199 (4.14%) Oracle
5 182 (3.79%) Splunk
6 146 (3.04%) VMware
7 140 (2.92%) Cisco
8 135 (2.81%) OpenAI
9 117 (2.44%) ServiceNow
10 91 (1.90%) Dynatrace
11 86 (1.79%) F5
11 86 (1.79%) Red Hat
12 84 (1.75%) Palo Alto
13 75 (1.56%) IBM
14 70 (1.46%) Fortinet
15 69 (1.44%) Foundry
16 62 (1.29%) CyberArk
17 61 (1.27%) SAP
18 60 (1.25%) Informatica
19 50 (1.04%) Arista