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

6 months to
15 Oct 2026
Same period 2025 Same period 2024
Rank 15 10 10
Rank change year-on-year -5 0 +2
Contract jobs citing Python 4,877 3,796 3,666
As % of all contract jobs in England 10.41% 13.48% 11.42%
As % of the Programming Languages category 39.85% 41.39% 35.11%
Number of daily rates quoted 3,177 2,512 2,536
10th Percentile £380 £363 £363
25th Percentile £447 £430 £468
Median daily rate (50th Percentile) £550 £525 £588
Median % change year-on-year +4.76% -10.64% -2.08%
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 115 72 81
10th Percentile £36.25 £31.84 £22.00
25th Percentile £47.00 £36.25 £46.18
Median hourly rate £63.14 £50.00 £68.75
Median % change year-on-year +26.27% -27.27% +5.77%
75th Percentile £77.50 £62.31 £70.00
90th Percentile £92.11 £84.25 £75.00
UK median hourly rate £60.81 £50.00 £62.50
% change year-on-year +21.62% -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 12,238 9,172 10,440
As % of all contract IT jobs advertised in England 26.13% 32.58% 32.52%
Number of daily rates quoted 7,911 6,135 6,913
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 £634 £625 £650
90th Percentile £738 £748 £788
UK median daily rate £525 £505 £525
% change year-on-year +3.93% -3.79% -4.55%
Number of hourly rates quoted 530 263 290
10th Percentile £21.25 £31.25 £30.00
25th Percentile £48.16 £42.25 £47.13
Median hourly rate £65.00 £56.50 £65.00
Median % change year-on-year +15.04% -13.08% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £79.00 £78.75 £75.00
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +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 15 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 15 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 15 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 2,898 £575 - 4,697
North of England 0 766 £500 +5.26% 752
South East -9 442 £550 +10.00% 626
Yorkshire -3 384 £500 - 203
North West -2 304 £525 +20.69% 435
South West -4 276 £550 - 357
Midlands -18 242 £475 -5.00% 305
West Midlands -17 208 £484 -4.54% 202
East of England -17 142 £478 -5.21% 396
North East -1 87 £425 -17.48% 116
East Midlands -18 34 £438 +6.71% 103
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
1 250 (5.13%) Apache Spark
2 249 (5.11%) Apache Airflow
3 209 (4.29%) Apache
4 138 (2.83%) Confluence
5 55 (1.13%) SharePoint
6 52 (1.07%) SAS
7 51 (1.05%) Jupyter
8 29 (0.59%) OpenStack
9 25 (0.51%) nginx
10 23 (0.47%) Palantir Foundry
11 22 (0.45%) IIS
12 20 (0.41%) ArcGIS
13 11 (0.23%) CMS
14 8 (0.16%) Microsoft Exchange
15 7 (0.14%) Tomcat
16 5 (0.10%) Apache Solr
16 5 (0.10%) Camunda
16 5 (0.10%) WebSphere
17 4 (0.082%) Oracle SOA Suite
18 3 (0.062%) PowerExchange
Applications
1 86 (1.76%) Microsoft Excel
2 28 (0.57%) Chatbot
3 22 (0.45%) Microsoft Office
4 18 (0.37%) 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%) Oracle Assets
10 2 (0.041%) SAP ERP
10 2 (0.041%) Workday HCM
Cloud Services
1 1,801 (36.93%) AWS
2 1,707 (35.00%) Azure
3 775 (15.89%) GCP
4 637 (13.06%) GitHub
5 412 (8.45%) Serverless
6 399 (8.18%) Power Platform
7 390 (8.00%) Azure DevOps
8 384 (7.87%) GitHub Actions
9 323 (6.62%) Amazon S3
10 294 (6.03%) Snowflake
11 284 (5.82%) AWS Lambda
12 224 (4.59%) dbt
13 199 (4.08%) Azure Data Factory
14 176 (3.61%) Entra ID
15 171 (3.51%) Amazon CloudWatch
16 166 (3.40%) Amazon EKS
17 145 (2.97%) AWS CloudFormation
18 125 (2.56%) Amazon EC2
19 121 (2.48%) SaaS
20 110 (2.26%) Azure Synapse Analytics
Communications & Networking
1 264 (5.41%) Firewall
2 186 (3.81%) DNS
3 157 (3.22%) Network Security
4 149 (3.06%) TCP/IP
5 125 (2.56%) BGP
6 123 (2.52%) VPN
7 107 (2.19%) WAN
8 75 (1.54%) 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 50 (1.03%) VLAN
14 48 (0.98%) SSL
15 47 (0.96%) HTTP
15 47 (0.96%) VXLAN
16 44 (0.90%) Broadband
16 44 (0.90%) Ethernet VPN
17 43 (0.88%) Internet
18 42 (0.86%) MPLS
Database & Business Intelligence
1 353 (7.24%) Power BI
2 296 (6.07%) Data Warehouse
3 264 (5.41%) PostgreSQL
4 193 (3.96%) Metadata
5 174 (3.57%) Data Lake
6 162 (3.32%) SQL Server
7 161 (3.30%) Relational Database
8 155 (3.18%) BigQuery
9 138 (2.83%) Tableau
10 136 (2.79%) NoSQL
11 117 (2.40%) Amazon RDS
12 115 (2.36%) Delta Lake
13 114 (2.34%) Amazon Redshift
14 109 (2.23%) Big Data
15 97 (1.99%) MongoDB
16 92 (1.89%) Amazon Athena
17 85 (1.74%) MySQL
18 82 (1.68%) DynamoDB
19 67 (1.37%) Redis
20 48 (0.98%) Looker
Development Applications
1 725 (14.87%) Git
2 461 (9.45%) Jenkins
3 440 (9.02%) GitLab
4 281 (5.76%) JIRA
5 103 (2.11%) Selenium
6 63 (1.29%) Postman
7 54 (1.11%) JMeter
8 48 (0.98%) Claude Code
9 47 (0.96%) MLflow
10 45 (0.92%) SonarQube
11 44 (0.90%) Bitbucket
11 44 (0.90%) Cucumber
12 35 (0.72%) Artifactory
13 34 (0.70%) Sonatype Nexus
14 31 (0.64%) Maven
15 30 (0.62%) LoadRunner
16 29 (0.59%) REST Assured
17 26 (0.53%) Gatling
18 22 (0.45%) SoapUI
18 22 (0.45%) Zephyr
General
1 1,152 (23.62%) Social Skills
2 1,129 (23.15%) Finance
3 741 (15.19%) Analytical Skills
4 460 (9.43%) Banking
5 455 (9.33%) Public Sector
6 154 (3.16%) Front Office
7 116 (2.38%) Investment Banking
8 109 (2.23%) Retail
9 91 (1.87%) Inclusion and Diversity
10 84 (1.72%) Marketing
11 76 (1.56%) Telecoms
12 71 (1.46%) Documentation Skills
13 54 (1.11%) Military
14 50 (1.03%) Aerospace
15 49 (1.00%) Law
16 44 (0.90%) Financial Institution
17 43 (0.88%) Pharmaceutical
18 38 (0.78%) Legal
19 35 (0.72%) Influencing Skills
20 32 (0.66%) Manufacturing
Job Titles
1 858 (17.59%) Senior
2 731 (14.99%) Data Engineer
3 725 (14.87%) Developer
4 460 (9.43%) Lead
5 367 (7.53%) Python Developer
6 324 (6.64%) DevOps Engineer
7 300 (6.15%) Python Engineer
8 269 (5.52%) Artificial Intelligence Engineer
9 260 (5.33%) Analyst
10 238 (4.88%) Software Engineer
11 204 (4.18%) Architect
12 178 (3.65%) AWS Engineer
13 171 (3.51%) Senior Data Engineer
14 165 (3.38%) Cloud Engineer
15 162 (3.32%) Platform Engineer
16 156 (3.20%) Data Scientist
17 154 (3.16%) Azure Engineer
18 151 (3.10%) Senior Developer
19 135 (2.77%) Network Engineer
20 132 (2.71%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,254 (25.71%) Terraform
2 490 (10.05%) REST
3 333 (6.83%) PySpark
4 326 (6.68%) Kafka
5 277 (5.68%) React
6 221 (4.53%) .NET
7 186 (3.81%) Django
8 178 (3.65%) FastAPI
8 178 (3.65%) JSON
9 161 (3.30%) RESTful
10 140 (2.87%) pytest
11 137 (2.81%) LangChain
12 120 (2.46%) Pandas
13 118 (2.42%) Node.js
14 115 (2.36%) OAuth
15 112 (2.30%) Flask
16 98 (2.01%) LangGraph
17 95 (1.95%) HTML
18 90 (1.85%) Model Context Protocol
19 88 (1.80%) PyTorch
Miscellaneous
1 733 (15.03%) Cloud Native
2 260 (5.33%) AI Agents
3 233 (4.78%) Distributed Systems
4 232 (4.76%) Onboarding
5 151 (3.10%) Data Centre
6 131 (2.69%) Data Structures
7 130 (2.67%) Product Ownership
8 121 (2.48%) Legacy Systems
9 111 (2.28%) Algorithms
10 109 (2.23%) Enterprise Software
10 109 (2.23%) Hybrid Cloud
11 87 (1.78%) Management Information System
11 87 (1.78%) Security Posture
12 83 (1.70%) Derivative
13 79 (1.62%) Data Protection Act
14 77 (1.58%) PKI
14 77 (1.58%) Public Cloud
15 72 (1.48%) Equities
16 58 (1.19%) Replication
17 54 (1.11%) Fixed Income
Operating Systems
1 671 (13.76%) Linux
2 316 (6.48%) Windows
3 196 (4.02%) Unix
4 138 (2.83%) Red Hat Enterprise Linux
5 79 (1.62%) Windows Server
6 43 (0.88%) Ubuntu
7 33 (0.68%) VMS
8 24 (0.49%) CentOS
9 20 (0.41%) 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 7 (0.14%) zOS
16 6 (0.12%) FreeRTOS
17 4 (0.082%) Alpine Linux
17 4 (0.082%) Rocky
Processes & Methodologies
1 2,113 (43.33%) CI/CD
2 1,491 (30.57%) DevOps
3 1,395 (28.60%) AI
4 1,142 (23.42%) Infrastructure as Code
5 1,112 (22.80%) Agile
6 983 (20.16%) Analytics
7 887 (18.19%) Data Pipeline
8 823 (16.88%) Software Engineering
9 783 (16.05%) Data Engineering
10 769 (15.77%) Problem-Solving
11 719 (14.74%) Machine Learning
12 666 (13.66%) Data Modelling
13 664 (13.61%) Containerisation
14 662 (13.57%) Observability
15 632 (12.96%) Test Automation
16 610 (12.51%) Continuous Improvement
17 605 (12.41%) Validation
18 602 (12.34%) ETL
19 522 (10.70%) Platform Engineering
20 511 (10.48%) Stakeholder Management
Programming Languages
1 1,630 (33.42%) SQL
2 699 (14.33%) PowerShell
3 682 (13.98%) Bash
4 668 (13.70%) Java
5 387 (7.94%) JavaScript
6 315 (6.46%) TypeScript
7 279 (5.72%) C#
8 187 (3.83%) Go
9 132 (2.71%) Shell Script
10 130 (2.67%) Bicep
11 118 (2.42%) R
12 107 (2.19%) C++
13 91 (1.87%) Scala
14 74 (1.52%) Perl
15 56 (1.15%) Data Analysis Expressions
16 55 (1.13%) Groovy
17 46 (0.94%) Rust
18 42 (0.86%) PL/SQL
19 40 (0.82%) C
20 34 (0.70%) T-SQL
Qualifications
1 1,199 (24.58%) Security Cleared
2 953 (19.54%) SC Cleared
3 366 (7.50%) Degree
4 241 (4.94%) DV Cleared
5 150 (3.08%) AWS Certification
6 137 (2.81%) Azure Certification
7 131 (2.69%) Computer Science Degree
8 96 (1.97%) BPSS Clearance
9 95 (1.95%) CISSP
10 72 (1.48%) Cisco Certification
11 70 (1.44%) Master's Degree
12 47 (0.96%) Microsoft Certification
13 34 (0.70%) CCNP
13 34 (0.70%) PhD
14 31 (0.64%) CISM
15 30 (0.62%) ISTQB
16 29 (0.59%) AWS Certified Solutions Architect
16 29 (0.59%) CCIE
16 29 (0.59%) Microsoft Certified Professional
17 27 (0.55%) DBS Check
Quality Assurance & Compliance
1 599 (12.28%) Data Quality
2 293 (6.01%) QA
3 102 (2.09%) NIST
4 93 (1.91%) GDPR
5 88 (1.80%) ISO/IEC 27001
6 73 (1.50%) Accessibility
7 41 (0.84%) SLA
8 38 (0.78%) Actionable Recommendations
9 30 (0.62%) NCSC
10 26 (0.53%) SOC 2
11 24 (0.49%) PCI DSS
12 23 (0.47%) WCAG
13 16 (0.33%) Sarbanes-Oxley
14 13 (0.27%) HIPAA
15 8 (0.16%) ISO 20022
16 7 (0.14%) Basel III
16 7 (0.14%) California Consumer Privacy Act
17 6 (0.12%) Cyber Essentials
17 6 (0.12%) GRC
17 6 (0.12%) NIST 800
System Software
1 866 (17.76%) Docker
2 164 (3.36%) Active Directory
3 108 (2.21%) VMware Infrastructure
4 60 (1.23%) Virtual Machines
5 43 (0.88%) Hyper-V
6 30 (0.62%) VMware NSX
7 28 (0.57%) vSphere
8 19 (0.39%) NFS
9 17 (0.35%) VMware ESXi
10 16 (0.33%) Firmware
10 16 (0.33%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 10 (0.21%) Squid
13 6 (0.12%) KVM
13 6 (0.12%) Postfix
14 5 (0.10%) HDFS
15 4 (0.082%) Ceph
15 4 (0.082%) Dovecot
15 4 (0.082%) PowerHA
15 4 (0.082%) Slurm Workload Manager
Systems Management
1 1,025 (21.02%) Kubernetes
2 590 (12.10%) Ansible
3 271 (5.56%) Grafana
4 204 (4.18%) Prometheus
5 74 (1.52%) Puppet
6 70 (1.44%) Progress Chef
7 63 (1.29%) Argo
8 42 (0.86%) Single Sign-On
9 26 (0.53%) Istio
9 26 (0.53%) Kibana
10 25 (0.51%) Control-M
11 24 (0.49%) Microsoft Intune
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
1 690 (14.15%) Microsoft
2 530 (10.87%) Databricks
3 347 (7.12%) Google
4 215 (4.41%) Oracle
5 183 (3.75%) Splunk
6 153 (3.14%) OpenAI
7 138 (2.83%) ServiceNow
8 137 (2.81%) VMware
9 130 (2.67%) Cisco
10 95 (1.95%) Dynatrace
11 88 (1.80%) Red Hat
12 87 (1.78%) F5
13 84 (1.72%) Palo Alto
14 83 (1.70%) Foundry
15 80 (1.64%) IBM
16 64 (1.31%) Fortinet
17 61 (1.25%) CyberArk
18 58 (1.19%) Informatica
19 54 (1.11%) SAP
20 48 (0.98%) Arista