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 16 October 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Oct 2026
Same period 2025 Same period 2024
Rank 15 10 10
Rank change year-on-year -5 0 +2
Contract jobs citing Python 4,862 3,814 3,664
As % of all contract jobs in England 10.38% 13.52% 11.43%
As % of the Programming Languages category 39.76% 41.41% 35.14%
Number of daily rates quoted 3,166 2,515 2,527
10th Percentile £375 £363 £363
25th Percentile £446 £428 £468
Median daily rate (50th Percentile) £550 £525 £585
Median % change year-on-year +4.76% -10.26% -2.50%
75th Percentile £660 £650 £713
90th Percentile £750 £775 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -2.13%
Number of hourly rates quoted 116 72 82
10th Percentile £36.25 £31.84 £22.50
25th Percentile £47.25 £36.25 £46.20
Median hourly rate £63.31 £50.00 £68.13
Median % change year-on-year +26.62% -26.61% +4.81%
75th Percentile £78.88 £62.31 £70.00
90th Percentile £92.11 £84.25 £75.00
UK median hourly rate £61.61 £50.00 £62.50
% change year-on-year +23.21% -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 12,229 9,210 10,426
As % of all contract IT jobs advertised in England 26.12% 32.65% 32.52%
Number of daily rates quoted 7,910 6,136 6,903
10th Percentile £363 £350 £353
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £543
Median % change year-on-year +2.44% -5.53% -1.36%
75th Percentile £631 £626 £650
90th Percentile £738 £748 £788
UK median daily rate £525 £508 £525
% change year-on-year +3.45% -3.33% -4.55%
Number of hourly rates quoted 536 272 287
10th Percentile £21.25 £31.25 £30.00
25th Percentile £47.88 £42.44 £47.00
Median hourly rate £65.00 £59.00 £65.00
Median % change year-on-year +10.17% -9.23% +4.00%
75th Percentile £70.63 £68.00 £70.00
90th Percentile £82.40 £78.63 £75.00
UK median hourly rate £65.00 £56.00 £65.00
% change year-on-year +16.07% -13.85% +4.00%

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 16 October 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 16 October 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 16 October 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 2,897 £575 - 545
North of England -3 757 £500 +5.26% 247
South East -9 437 £550 +10.00% 244
Yorkshire -3 375 £500 - 86
North West -2 305 £525 +21.39% 114
South West -4 277 £550 - 166
Midlands -20 242 £476 -4.80% 117
West Midlands -19 208 £486 -4.09% 78
East of England -17 140 £478 -4.98% 114
North East -2 86 £425 -17.48% 49
East Midlands -12 34 £438 +6.71% 39
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
1 247 (5.08%) Apache Airflow
1 247 (5.08%) Apache Spark
2 207 (4.26%) Apache
3 137 (2.82%) Confluence
4 56 (1.15%) SharePoint
5 54 (1.11%) SAS
6 49 (1.01%) Jupyter
7 27 (0.56%) OpenStack
8 25 (0.51%) nginx
9 23 (0.47%) Palantir Foundry
10 22 (0.45%) IIS
11 20 (0.41%) ArcGIS
12 11 (0.23%) CMS
13 8 (0.16%) Microsoft Exchange
14 7 (0.14%) Tomcat
15 5 (0.10%) Apache Solr
15 5 (0.10%) Camunda
16 4 (0.082%) Oracle SOA Suite
17 3 (0.062%) WebLogic
17 3 (0.062%) WebSphere
Applications
1 84 (1.73%) Microsoft Excel
2 28 (0.58%) Chatbot
3 22 (0.45%) Microsoft Office
4 19 (0.39%) Microsoft PowerPoint
5 14 (0.29%) CPLEX
6 12 (0.25%) MS Visio
7 11 (0.23%) Spreadsheet
8 3 (0.062%) Microsoft Project
9 2 (0.041%) LaTeX
9 2 (0.041%) Navisworks
9 2 (0.041%) Revit
9 2 (0.041%) Simulink
9 2 (0.041%) SPSS
10 1 (0.021%) Adobe Creative Suite
10 1 (0.021%) CINEMA 4D
10 1 (0.021%) Houdini
10 1 (0.021%) Mozilla Thunderbird
10 1 (0.021%) Zemax
Business Applications
1 23 (0.47%) Remedy ITSM
2 17 (0.35%) Aladdin
3 16 (0.33%) SAP S/4HANA
4 10 (0.21%) Dynamics CRM
5 8 (0.16%) Remedy AR System
6 6 (0.12%) Front Arena
6 6 (0.12%) NetSuite
6 6 (0.12%) Summit
7 5 (0.10%) Sage X3
8 4 (0.082%) Cloudability
8 4 (0.082%) Oracle EBS
8 4 (0.082%) Oracle ERP
8 4 (0.082%) Payment Gateway
8 4 (0.082%) Salesforce CRM
9 3 (0.062%) Actimize
9 3 (0.062%) Endur
9 3 (0.062%) SAP IBP
10 2 (0.041%) SAP ERP
10 2 (0.041%) SimCorp Dimension
10 2 (0.041%) Teamcenter
Cloud Services
1 1,794 (36.90%) AWS
2 1,704 (35.05%) Azure
3 781 (16.06%) GCP
4 631 (12.98%) GitHub
5 405 (8.33%) Serverless
6 400 (8.23%) Power Platform
7 390 (8.02%) Azure DevOps
8 378 (7.77%) GitHub Actions
9 317 (6.52%) Amazon S3
10 293 (6.03%) Snowflake
11 276 (5.68%) AWS Lambda
12 223 (4.59%) dbt
13 196 (4.03%) Azure Data Factory
14 177 (3.64%) Entra ID
15 169 (3.48%) Amazon CloudWatch
16 166 (3.41%) Amazon EKS
17 145 (2.98%) AWS CloudFormation
18 125 (2.57%) Amazon EC2
19 121 (2.49%) SaaS
20 112 (2.30%) Azure AI
Communications & Networking
1 265 (5.45%) Firewall
2 186 (3.83%) DNS
3 157 (3.23%) Network Security
4 150 (3.09%) TCP/IP
5 126 (2.59%) BGP
6 122 (2.51%) VPN
7 107 (2.20%) WAN
8 77 (1.58%) OSPF
9 72 (1.48%) DHCP
10 70 (1.44%) SD-WAN
11 57 (1.17%) BIG-IP
12 52 (1.07%) F5 BIG-IP LTM
13 51 (1.05%) VLAN
14 48 (0.99%) SSL
15 47 (0.97%) HTTP
15 47 (0.97%) VXLAN
16 45 (0.93%) Ethernet VPN
17 44 (0.90%) Broadband
18 43 (0.88%) Internet
18 43 (0.88%) MPLS
Database & Business Intelligence
1 353 (7.26%) Power BI
2 295 (6.07%) Data Warehouse
3 257 (5.29%) PostgreSQL
4 190 (3.91%) Metadata
5 171 (3.52%) Data Lake
6 161 (3.31%) Relational Database
7 157 (3.23%) SQL Server
8 151 (3.11%) BigQuery
9 137 (2.82%) Tableau
10 135 (2.78%) NoSQL
11 117 (2.41%) Amazon RDS
12 114 (2.34%) Delta Lake
13 112 (2.30%) Amazon Redshift
14 107 (2.20%) Big Data
15 96 (1.97%) MongoDB
16 89 (1.83%) Amazon Athena
17 86 (1.77%) MySQL
18 80 (1.65%) DynamoDB
19 67 (1.38%) Redis
20 48 (0.99%) Looker
Development Applications
1 722 (14.85%) Git
2 453 (9.32%) Jenkins
3 439 (9.03%) GitLab
4 280 (5.76%) JIRA
5 102 (2.10%) Selenium
6 63 (1.30%) Postman
7 54 (1.11%) JMeter
8 48 (0.99%) Claude Code
8 48 (0.99%) MLflow
9 45 (0.93%) SonarQube
10 44 (0.90%) Bitbucket
11 43 (0.88%) Cucumber
12 34 (0.70%) Sonatype Nexus
13 33 (0.68%) Artifactory
14 30 (0.62%) LoadRunner
15 29 (0.60%) Maven
15 29 (0.60%) REST Assured
16 24 (0.49%) SoapUI
17 22 (0.45%) Gatling
17 22 (0.45%) Zephyr
General
1 1,151 (23.67%) Social Skills
2 1,123 (23.10%) Finance
3 750 (15.43%) Analytical Skills
4 460 (9.46%) Banking
5 452 (9.30%) Public Sector
6 152 (3.13%) Front Office
7 116 (2.39%) Investment Banking
8 108 (2.22%) Retail
9 91 (1.87%) Inclusion and Diversity
10 84 (1.73%) Marketing
11 76 (1.56%) Telecoms
12 70 (1.44%) Documentation Skills
13 54 (1.11%) Military
14 50 (1.03%) Aerospace
15 49 (1.01%) Law
16 44 (0.90%) Pharmaceutical
17 43 (0.88%) Financial Institution
18 41 (0.84%) Legal
19 36 (0.74%) Influencing Skills
20 32 (0.66%) Manufacturing
Job Titles
1 860 (17.69%) Senior
2 727 (14.95%) Data Engineer
3 715 (14.71%) Developer
4 459 (9.44%) Lead
5 359 (7.38%) Python Developer
6 326 (6.71%) DevOps Engineer
7 300 (6.17%) Python Engineer
8 275 (5.66%) Artificial Intelligence Engineer
9 264 (5.43%) Analyst
10 240 (4.94%) Software Engineer
11 200 (4.11%) Architect
12 177 (3.64%) AWS Engineer
13 171 (3.52%) Senior Data Engineer
14 164 (3.37%) Cloud Engineer
15 160 (3.29%) Platform Engineer
16 156 (3.21%) Azure Engineer
17 154 (3.17%) Data Scientist
18 151 (3.11%) Senior Developer
19 135 (2.78%) Network Engineer
20 134 (2.76%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,248 (25.67%) Terraform
2 491 (10.10%) REST
3 334 (6.87%) PySpark
4 325 (6.68%) Kafka
5 275 (5.66%) React
6 222 (4.57%) .NET
7 189 (3.89%) Django
8 179 (3.68%) JSON
9 176 (3.62%) FastAPI
10 162 (3.33%) RESTful
11 141 (2.90%) pytest
12 139 (2.86%) LangChain
13 118 (2.43%) Node.js
13 118 (2.43%) Pandas
14 115 (2.37%) OAuth
15 112 (2.30%) Flask
16 100 (2.06%) LangGraph
17 95 (1.95%) HTML
18 91 (1.87%) Model Context Protocol
19 89 (1.83%) PyTorch
Miscellaneous
1 731 (15.03%) Cloud Native
2 263 (5.41%) AI Agents
3 234 (4.81%) Onboarding
4 232 (4.77%) Distributed Systems
5 151 (3.11%) Data Centre
6 129 (2.65%) Data Structures
7 126 (2.59%) Product Ownership
8 121 (2.49%) Legacy Systems
9 113 (2.32%) Enterprise Software
10 110 (2.26%) Algorithms
11 109 (2.24%) Hybrid Cloud
12 87 (1.79%) Management Information System
13 86 (1.77%) Security Posture
14 82 (1.69%) Derivative
15 78 (1.60%) Data Protection Act
16 77 (1.58%) PKI
16 77 (1.58%) Public Cloud
17 70 (1.44%) Equities
18 58 (1.19%) Replication
19 54 (1.11%) Fixed Income
Operating Systems
1 670 (13.78%) Linux
2 316 (6.50%) Windows
3 193 (3.97%) Unix
4 139 (2.86%) Red Hat Enterprise Linux
5 80 (1.65%) Windows Server
6 44 (0.90%) Ubuntu
7 33 (0.68%) VMS
8 25 (0.51%) CentOS
9 17 (0.35%) Solaris
10 16 (0.33%) Android
11 12 (0.25%) AIX
12 11 (0.23%) Apple iOS
13 10 (0.21%) macOS
14 8 (0.16%) Amazon Linux
14 8 (0.16%) Windows 10
14 8 (0.16%) Windows Server 2019
15 6 (0.12%) FreeRTOS
15 6 (0.12%) zOS
16 4 (0.082%) Embedded Linux
16 4 (0.082%) Windows Server 2008
Processes & Methodologies
1 2,104 (43.27%) CI/CD
2 1,485 (30.54%) DevOps
3 1,400 (28.79%) AI
4 1,133 (23.30%) Infrastructure as Code
5 1,104 (22.71%) Agile
6 984 (20.24%) Analytics
7 881 (18.12%) Data Pipeline
8 826 (16.99%) Software Engineering
9 779 (16.02%) Problem-Solving
10 778 (16.00%) Data Engineering
11 717 (14.75%) Machine Learning
12 664 (13.66%) Data Modelling
13 663 (13.64%) Observability
14 658 (13.53%) Containerisation
15 632 (13.00%) Test Automation
16 614 (12.63%) Continuous Improvement
17 608 (12.51%) Validation
18 597 (12.28%) ETL
19 525 (10.80%) Platform Engineering
20 514 (10.57%) Stakeholder Management
Programming Languages
1 1,626 (33.44%) SQL
2 701 (14.42%) PowerShell
3 683 (14.05%) Bash
4 664 (13.66%) Java
5 384 (7.90%) JavaScript
6 314 (6.46%) TypeScript
7 280 (5.76%) C#
8 186 (3.83%) Go
9 131 (2.69%) Bicep
10 129 (2.65%) Shell Script
11 120 (2.47%) R
12 109 (2.24%) C++
13 86 (1.77%) Scala
14 72 (1.48%) Perl
15 57 (1.17%) Data Analysis Expressions
16 55 (1.13%) Groovy
17 46 (0.95%) Rust
18 42 (0.86%) C
19 39 (0.80%) PL/SQL
20 32 (0.66%) T-SQL
Qualifications
1 1,194 (24.56%) Security Cleared
2 944 (19.42%) SC Cleared
3 367 (7.55%) Degree
4 242 (4.98%) DV Cleared
5 150 (3.09%) AWS Certification
6 138 (2.84%) Azure Certification
7 131 (2.69%) Computer Science Degree
8 94 (1.93%) BPSS Clearance
8 94 (1.93%) CISSP
9 71 (1.46%) Cisco Certification
10 69 (1.42%) Master's Degree
11 47 (0.97%) Microsoft Certification
12 34 (0.70%) PhD
13 33 (0.68%) CCNP
14 32 (0.66%) ISTQB
15 31 (0.64%) CISM
16 30 (0.62%) Microsoft Certified Professional
17 29 (0.60%) AWS Certified Solutions Architect
17 29 (0.60%) CCIE
18 27 (0.56%) DBS Check
Quality Assurance & Compliance
1 598 (12.30%) Data Quality
2 292 (6.01%) QA
3 102 (2.10%) NIST
4 92 (1.89%) GDPR
5 88 (1.81%) ISO/IEC 27001
6 71 (1.46%) Accessibility
7 40 (0.82%) Actionable Recommendations
7 40 (0.82%) SLA
8 30 (0.62%) NCSC
9 26 (0.53%) SOC 2
10 24 (0.49%) PCI DSS
11 22 (0.45%) WCAG
12 16 (0.33%) Sarbanes-Oxley
13 13 (0.27%) HIPAA
14 7 (0.14%) Basel III
14 7 (0.14%) California Consumer Privacy Act
14 7 (0.14%) ISO 20022
15 6 (0.12%) GRC
15 6 (0.12%) NIST 800
15 6 (0.12%) PMO
System Software
1 866 (17.81%) Docker
2 164 (3.37%) Active Directory
3 108 (2.22%) VMware Infrastructure
4 60 (1.23%) Virtual Machines
5 44 (0.90%) Hyper-V
6 30 (0.62%) VMware NSX
7 28 (0.58%) vSphere
8 19 (0.39%) NFS
9 17 (0.35%) Firmware
9 17 (0.35%) VMware ESXi
10 16 (0.33%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 9 (0.19%) Squid
13 7 (0.14%) KVM
14 6 (0.12%) Postfix
15 5 (0.10%) HDFS
16 4 (0.082%) Ceph
16 4 (0.082%) Dovecot
16 4 (0.082%) PowerHA
16 4 (0.082%) Slurm Workload Manager
Systems Management
1 1,018 (20.94%) Kubernetes
2 587 (12.07%) Ansible
3 270 (5.55%) Grafana
4 201 (4.13%) Prometheus
5 74 (1.52%) Puppet
6 70 (1.44%) Progress Chef
7 65 (1.34%) Argo
8 43 (0.88%) Single Sign-On
9 26 (0.53%) Istio
9 26 (0.53%) Kibana
10 24 (0.49%) Microsoft Intune
11 23 (0.47%) Control-M
12 22 (0.45%) Packer
13 19 (0.39%) FortiGate
14 15 (0.31%) ITRS Geneos
14 15 (0.31%) Kustomize
14 15 (0.31%) vCenter Server
15 14 (0.29%) Podman
15 14 (0.29%) VxRail
15 14 (0.29%) ZABBIX
Vendors
1 689 (14.17%) Microsoft
2 528 (10.86%) Databricks
3 349 (7.18%) Google
4 210 (4.32%) Oracle
5 184 (3.78%) Splunk
6 156 (3.21%) OpenAI
7 138 (2.84%) VMware
8 137 (2.82%) ServiceNow
9 130 (2.67%) Cisco
10 95 (1.95%) Dynatrace
11 87 (1.79%) F5
12 85 (1.75%) Red Hat
13 84 (1.73%) Foundry
14 83 (1.71%) Palo Alto
15 78 (1.60%) IBM
16 63 (1.30%) Fortinet
17 60 (1.23%) CyberArk
18 58 (1.19%) Informatica
19 54 (1.11%) SAP
20 47 (0.97%) Arista