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

6 months to
7 Oct 2026
Same period 2025 Same period 2024
Rank 15 10 10
Rank change year-on-year -5 0 +2
Contract jobs citing Python 4,821 3,735 3,641
As % of all contract jobs in England 10.36% 13.36% 11.34%
As % of the Programming Languages category 39.82% 40.70% 34.79%
Number of daily rates quoted 3,158 2,460 2,533
10th Percentile £375 £360 £363
25th Percentile £449 £431 £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% -4.17%
Number of hourly rates quoted 119 75 84
10th Percentile £36.25 £32.53 £27.00
25th Percentile £48.25 £36.25 £46.25
Median hourly rate £63.14 £50.00 £70.00
Median % change year-on-year +26.27% -28.57% +7.69%
75th Percentile £77.50 £58.75 £74.00
90th Percentile £92.11 £81.50 £83.50
UK median hourly rate £62.40 £50.00 £67.02
% change year-on-year +24.80% -25.40% +3.11%

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 12,107 9,178 10,467
As % of all contract IT jobs advertised in England 26.01% 32.84% 32.59%
Number of daily rates quoted 7,840 6,145 6,969
10th Percentile £363 £344 £355
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £514 £543
Median % change year-on-year +2.14% -5.25% -1.36%
75th Percentile £634 £630 £650
90th Percentile £738 £750 £788
UK median daily rate £525 £505 £525
% change year-on-year +3.96% -3.81% -4.55%
Number of hourly rates quoted 518 266 298
10th Percentile £23.67 £31.25 £30.35
25th Percentile £51.25 £42.25 £47.69
Median hourly rate £65.00 £56.25 £65.00
Median % change year-on-year +15.56% -13.46% -
75th Percentile £71.00 £67.44 £70.00
90th Percentile £82.25 £78.75 £79.42
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 7 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 7 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 7 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 2,866 £575 - 6,540
North of England 0 750 £500 +5.26% 995
South East -6 454 £544 +8.75% 1,157
Yorkshire -2 378 £500 - 303
North West 0 292 £525 +19.32% 547
South West -4 270 £550 - 485
Midlands -21 225 £500 - 466
West Midlands -22 187 £523 +4.50% 284
East of England -16 142 £480 -12.73% 608
North East -2 89 £425 -8.11% 149
East Midlands -21 38 £456 +11.28% 182
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
1 254 (5.27%) Apache Airflow
2 249 (5.16%) Apache Spark
3 202 (4.19%) Apache
4 130 (2.70%) Confluence
5 52 (1.08%) Jupyter
6 48 (1.00%) SharePoint
7 31 (0.64%) SAS
8 30 (0.62%) OpenStack
9 25 (0.52%) nginx
10 23 (0.48%) Palantir Foundry
11 21 (0.44%) IIS
12 19 (0.39%) ArcGIS
13 9 (0.19%) CMS
14 7 (0.15%) Tomcat
15 6 (0.12%) Microsoft Exchange
16 5 (0.10%) Apache Solr
16 5 (0.10%) Camunda
16 5 (0.10%) Oracle SOA Suite
16 5 (0.10%) WebSphere
17 3 (0.062%) PowerExchange
Applications
1 80 (1.66%) Microsoft Excel
2 30 (0.62%) Chatbot
3 21 (0.44%) Microsoft Office
4 15 (0.31%) CPLEX
5 13 (0.27%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 9 (0.19%) Spreadsheet
8 2 (0.041%) Microsoft Project
8 2 (0.041%) Navisworks
8 2 (0.041%) Revit
8 2 (0.041%) Simulink
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) LaTeX
9 1 (0.021%) Mozilla Thunderbird
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 23 (0.48%) Remedy ITSM
2 17 (0.35%) SAP S/4HANA
3 16 (0.33%) Aladdin
4 10 (0.21%) Dynamics CRM
5 8 (0.17%) 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 (0.083%) Oracle EBS
8 4 (0.083%) Oracle ERP
8 4 (0.083%) Salesforce CRM
8 4 (0.083%) SAP IBP
9 3 (0.062%) Actimize
9 3 (0.062%) Cloudability
9 3 (0.062%) Endur
9 3 (0.062%) Payment Gateway
9 3 (0.062%) Teamcenter
10 2 (0.041%) FIS Private Capital Suite
10 2 (0.041%) SAP ERP
Cloud Services
1 1,789 (37.11%) AWS
2 1,694 (35.14%) Azure
3 779 (16.16%) GCP
4 629 (13.05%) GitHub
5 409 (8.48%) Serverless
6 401 (8.32%) Power Platform
7 388 (8.05%) Azure DevOps
8 378 (7.84%) GitHub Actions
9 333 (6.91%) Amazon S3
10 290 (6.02%) AWS Lambda
11 285 (5.91%) Snowflake
12 223 (4.63%) dbt
13 198 (4.11%) Azure Data Factory
14 165 (3.42%) Amazon CloudWatch
15 163 (3.38%) Amazon EKS
15 163 (3.38%) Entra ID
16 142 (2.95%) AWS CloudFormation
17 128 (2.66%) Amazon EC2
18 116 (2.41%) SaaS
19 113 (2.34%) Azure Synapse Analytics
Communications & Networking
1 264 (5.48%) Firewall
2 177 (3.67%) DNS
3 154 (3.19%) Network Security
4 145 (3.01%) TCP/IP
5 119 (2.47%) VPN
6 116 (2.41%) BGP
7 104 (2.16%) WAN
8 71 (1.47%) DHCP
9 68 (1.41%) SD-WAN
10 66 (1.37%) OSPF
11 57 (1.18%) BIG-IP
12 52 (1.08%) F5 BIG-IP LTM
13 50 (1.04%) VXLAN
14 48 (1.00%) SSL
15 46 (0.95%) HTTP
15 46 (0.95%) VLAN
16 43 (0.89%) Ethernet VPN
17 40 (0.83%) Broadband
18 39 (0.81%) Wi-Fi
19 38 (0.79%) Wireless
Database & Business Intelligence
1 360 (7.47%) Power BI
2 287 (5.95%) Data Warehouse
3 278 (5.77%) PostgreSQL
4 191 (3.96%) Metadata
5 176 (3.65%) SQL Server
6 170 (3.53%) Data Lake
7 163 (3.38%) Relational Database
8 161 (3.34%) BigQuery
9 150 (3.11%) NoSQL
10 144 (2.99%) Tableau
11 116 (2.41%) Amazon RDS
11 116 (2.41%) Amazon Redshift
12 113 (2.34%) Big Data
13 112 (2.32%) Delta Lake
14 100 (2.07%) MongoDB
15 95 (1.97%) Amazon Athena
16 85 (1.76%) MySQL
17 82 (1.70%) DynamoDB
18 69 (1.43%) Redis
19 49 (1.02%) Snowflake Schema
Development Applications
1 697 (14.46%) Git
2 445 (9.23%) Jenkins
3 432 (8.96%) GitLab
4 263 (5.46%) JIRA
5 100 (2.07%) Selenium
6 61 (1.27%) Postman
7 53 (1.10%) JMeter
8 43 (0.89%) Bitbucket
8 43 (0.89%) Claude Code
8 43 (0.89%) SonarQube
9 40 (0.83%) MLflow
10 39 (0.81%) Cucumber
11 34 (0.71%) Artifactory
12 32 (0.66%) Sonatype Nexus
13 30 (0.62%) LoadRunner
14 28 (0.58%) REST Assured
15 27 (0.56%) Maven
16 24 (0.50%) Gatling
17 23 (0.48%) Cypress.io
18 22 (0.46%) Atlassian Bamboo
General
1 1,136 (23.56%) Social Skills
2 1,104 (22.90%) Finance
3 732 (15.18%) Analytical Skills
4 457 (9.48%) Public Sector
5 438 (9.09%) Banking
6 156 (3.24%) Front Office
7 115 (2.39%) Investment Banking
8 106 (2.20%) Retail
9 91 (1.89%) Inclusion and Diversity
10 78 (1.62%) Marketing
11 76 (1.58%) Documentation Skills
11 76 (1.58%) Telecoms
12 55 (1.14%) Military
13 51 (1.06%) Aerospace
14 49 (1.02%) Law
15 42 (0.87%) Financial Institution
15 42 (0.87%) Pharmaceutical
16 35 (0.73%) Legal
17 33 (0.68%) Influencing Skills
17 33 (0.68%) Manufacturing
Job Titles
1 861 (17.86%) Senior
2 738 (15.31%) Developer
3 713 (14.79%) Data Engineer
4 449 (9.31%) Lead
5 377 (7.82%) Python Developer
6 319 (6.62%) DevOps Engineer
7 302 (6.26%) Python Engineer
8 270 (5.60%) Artificial Intelligence Engineer
9 242 (5.02%) Analyst
10 240 (4.98%) Software Engineer
11 203 (4.21%) Architect
12 176 (3.65%) AWS Engineer
13 174 (3.61%) Senior Data Engineer
14 161 (3.34%) Cloud Engineer
15 156 (3.24%) Data Scientist
15 156 (3.24%) Platform Engineer
15 156 (3.24%) Senior Developer
16 153 (3.17%) Azure Engineer
17 134 (2.78%) Network Engineer
18 129 (2.68%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,237 (25.66%) Terraform
2 478 (9.91%) REST
3 323 (6.70%) Kafka
3 323 (6.70%) PySpark
4 276 (5.72%) React
5 221 (4.58%) .NET
6 183 (3.80%) Django
7 179 (3.71%) FastAPI
8 170 (3.53%) JSON
8 170 (3.53%) RESTful
9 140 (2.90%) LangChain
10 134 (2.78%) pytest
11 123 (2.55%) Pandas
12 122 (2.53%) Node.js
13 113 (2.34%) OAuth
14 111 (2.30%) Flask
15 101 (2.10%) HTML
16 99 (2.05%) LangGraph
17 90 (1.87%) PyTorch
18 89 (1.85%) YAML
Miscellaneous
1 713 (14.79%) Cloud Native
2 253 (5.25%) AI Agents
3 242 (5.02%) Distributed Systems
4 234 (4.85%) Onboarding
5 146 (3.03%) Data Centre
6 135 (2.80%) Product Ownership
7 128 (2.66%) Data Structures
8 121 (2.51%) Legacy Systems
9 114 (2.36%) Algorithms
10 108 (2.24%) Hybrid Cloud
11 105 (2.18%) Enterprise Software
12 89 (1.85%) Management Information System
13 84 (1.74%) Derivative
13 84 (1.74%) Security Posture
14 82 (1.70%) Data Protection Act
15 79 (1.64%) PKI
16 77 (1.60%) Public Cloud
17 73 (1.51%) Equities
18 56 (1.16%) Replication
19 54 (1.12%) Self-Motivation
Operating Systems
1 674 (13.98%) Linux
2 324 (6.72%) Windows
3 206 (4.27%) Unix
4 136 (2.82%) Red Hat Enterprise Linux
5 83 (1.72%) Windows Server
6 42 (0.87%) Ubuntu
7 32 (0.66%) VMS
8 24 (0.50%) CentOS
9 20 (0.41%) Solaris
10 13 (0.27%) Android
11 11 (0.23%) AIX
12 9 (0.19%) Apple iOS
12 9 (0.19%) Mac OS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
14 7 (0.15%) zOS
15 5 (0.10%) Embedded Linux
15 5 (0.10%) FreeRTOS
16 4 (0.083%) Rocky
Processes & Methodologies
1 2,061 (42.75%) CI/CD
2 1,460 (30.28%) DevOps
3 1,366 (28.33%) AI
4 1,120 (23.23%) Infrastructure as Code
5 1,104 (22.90%) Agile
6 963 (19.98%) Analytics
7 862 (17.88%) Data Pipeline
8 815 (16.91%) Software Engineering
9 771 (15.99%) Problem-Solving
10 751 (15.58%) Data Engineering
11 713 (14.79%) Machine Learning
12 660 (13.69%) Containerisation
13 658 (13.65%) Observability
14 657 (13.63%) Data Modelling
15 605 (12.55%) Test Automation
16 588 (12.20%) Continuous Improvement
17 575 (11.93%) ETL
18 561 (11.64%) Validation
19 503 (10.43%) Platform Engineering
20 485 (10.06%) Data Science
Programming Languages
1 1,609 (33.37%) SQL
2 699 (14.50%) PowerShell
3 683 (14.17%) Bash
4 677 (14.04%) Java
5 383 (7.94%) JavaScript
6 309 (6.41%) TypeScript
7 282 (5.85%) C#
8 192 (3.98%) Go
9 126 (2.61%) Shell Script
10 121 (2.51%) Bicep
11 120 (2.49%) R
12 110 (2.28%) C++
13 100 (2.07%) Scala
14 74 (1.53%) Perl
15 56 (1.16%) Data Analysis Expressions
16 53 (1.10%) Groovy
17 49 (1.02%) Rust
18 44 (0.91%) C
19 42 (0.87%) PL/SQL
20 37 (0.77%) T-SQL
Qualifications
1 1,193 (24.75%) Security Cleared
2 948 (19.66%) SC Cleared
3 371 (7.70%) Degree
4 236 (4.90%) DV Cleared
5 138 (2.86%) Azure Certification
6 137 (2.84%) AWS Certification
7 132 (2.74%) Computer Science Degree
8 103 (2.14%) BPSS Clearance
9 94 (1.95%) CISSP
10 74 (1.53%) Cisco Certification
11 67 (1.39%) Master's Degree
12 47 (0.97%) Microsoft Certification
13 35 (0.73%) CCNP
14 34 (0.71%) PhD
15 29 (0.60%) AWS Certified Solutions Architect
15 29 (0.60%) CCIE
15 29 (0.60%) CISM
16 28 (0.58%) DBS Check
17 27 (0.56%) Microsoft Certified Professional
18 24 (0.50%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 572 (11.86%) Data Quality
2 288 (5.97%) QA
3 112 (2.32%) NIST
4 99 (2.05%) ISO/IEC 27001
5 77 (1.60%) GDPR
6 70 (1.45%) Accessibility
7 39 (0.81%) SLA
8 36 (0.75%) Actionable Recommendations
9 30 (0.62%) NCSC
10 25 (0.52%) PCI DSS
11 23 (0.48%) SOC 2
12 21 (0.44%) WCAG
13 18 (0.37%) Sarbanes-Oxley
14 14 (0.29%) HIPAA
15 9 (0.19%) ISO 20022
16 7 (0.15%) Basel III
16 7 (0.15%) California Consumer Privacy Act
16 7 (0.15%) Cyber Essentials
17 6 (0.12%) MiFID
17 6 (0.12%) NIST 800
System Software
1 852 (17.67%) Docker
2 172 (3.57%) Active Directory
3 110 (2.28%) VMware Infrastructure
4 59 (1.22%) Virtual Machines
5 46 (0.95%) Hyper-V
6 30 (0.62%) VMware NSX
7 29 (0.60%) vSphere
8 18 (0.37%) NFS
8 18 (0.37%) VMware ESXi
9 17 (0.35%) Firmware
10 16 (0.33%) Virtual Desktop
11 12 (0.25%) Oracle RAC
12 10 (0.21%) Squid
13 6 (0.12%) HDFS
13 6 (0.12%) 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%) PowerHA
Systems Management
1 1,005 (20.85%) Kubernetes
2 584 (12.11%) Ansible
3 275 (5.70%) Grafana
4 210 (4.36%) Prometheus
5 78 (1.62%) Puppet
6 70 (1.45%) Progress Chef
7 64 (1.33%) Argo
8 38 (0.79%) Single Sign-On
9 32 (0.66%) Kibana
10 27 (0.56%) Istio
11 26 (0.54%) Control-M
12 24 (0.50%) Microsoft Intune
13 22 (0.46%) Packer
14 19 (0.39%) FortiGate
15 15 (0.31%) vCenter Server
16 14 (0.29%) ITRS Geneos
16 14 (0.29%) Kustomize
16 14 (0.29%) Podman
16 14 (0.29%) VxRail
16 14 (0.29%) ZABBIX
Vendors
1 665 (13.79%) Microsoft
2 509 (10.56%) Databricks
3 337 (6.99%) Google
4 208 (4.31%) Oracle
5 182 (3.78%) Splunk
6 147 (3.05%) OpenAI
7 140 (2.90%) VMware
8 133 (2.76%) Cisco
9 124 (2.57%) ServiceNow
10 93 (1.93%) Dynatrace
11 85 (1.76%) Red Hat
12 84 (1.74%) F5
13 83 (1.72%) Palo Alto
14 79 (1.64%) IBM
15 75 (1.56%) Foundry
16 69 (1.43%) CyberArk
17 66 (1.37%) Fortinet
18 57 (1.18%) Informatica
19 55 (1.14%) SAP
20 44 (0.91%) Arista