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

6 months to
3 Oct 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,807 3,725 3,665
As % of all contract jobs in England 10.33% 13.29% 11.30%
As % of the Programming Languages category 39.81% 40.45% 34.57%
Number of daily rates quoted 3,146 2,462 2,558
10th Percentile £375 £360 £363
25th Percentile £450 £434 £468
Median daily rate (50th Percentile) £550 £527 £588
Median % change year-on-year +4.41% -10.34% -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% -3.56%
Number of hourly rates quoted 123 73 84
10th Percentile £36.45 £33.91 £27.00
25th Percentile £50.63 £36.25 £46.25
Median hourly rate £63.48 £50.00 £70.00
Median % change year-on-year +26.96% -28.57% +7.69%
75th Percentile £81.50 £58.75 £74.00
90th Percentile £92.11 £83.25 £83.50
UK median hourly rate £62.50 £50.00 £67.02
% change year-on-year +25.00% -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 12,074 9,210 10,603
As % of all contract IT jobs advertised in England 25.95% 32.87% 32.68%
Number of daily rates quoted 7,812 6,183 7,103
10th Percentile £363 £350 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £543
Median % change year-on-year +1.94% -5.16% -1.27%
75th Percentile £634 £635 £650
90th Percentile £738 £750 £788
UK median daily rate £525 £507 £525
% change year-on-year +3.65% -3.52% -4.55%
Number of hourly rates quoted 513 265 298
10th Percentile £26.51 £31.25 £30.35
25th Percentile £51.25 £42.25 £48.38
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +3.17%
75th Percentile £71.00 £67.50 £70.00
90th Percentile £82.25 £77.75 £80.00
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 3 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 3 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 3 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 2,852 £575 - 7,110
North of England 0 751 £500 +5.26% 1,297
South East -5 453 £541 +8.25% 1,362
Yorkshire -2 379 £500 - 396
North West +1 293 £525 +18.64% 686
South West -3 271 £550 - 743
Midlands -23 223 £500 - 657
West Midlands -17 186 £520 +4.00% 381
East of England -16 146 £484 -12.05% 792
North East -2 88 £425 -10.53% 228
East Midlands -21 37 £456 +11.28% 276
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 (5.28%) Apache Airflow
2 248 (5.16%) Apache Spark
3 197 (4.10%) Apache
4 132 (2.75%) Confluence
5 53 (1.10%) Jupyter
6 48 (1.00%) SharePoint
7 30 (0.62%) OpenStack
8 29 (0.60%) SAS
9 22 (0.46%) nginx
9 22 (0.46%) Palantir Foundry
10 21 (0.44%) IIS
11 19 (0.40%) ArcGIS
12 9 (0.19%) CMS
13 7 (0.15%) Microsoft Exchange
13 7 (0.15%) Tomcat
14 5 (0.10%) Apache Solr
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
14 5 (0.10%) WebSphere
15 3 (0.062%) WebLogic
Applications
1 79 (1.64%) Microsoft Excel
2 30 (0.62%) Chatbot
3 22 (0.46%) 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 (0.042%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
8 2 (0.042%) 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 18 (0.37%) Aladdin
3 16 (0.33%) SAP S/4HANA
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
7 5 (0.10%) SAP IBP
8 4 (0.083%) Oracle EBS
8 4 (0.083%) Oracle ERP
8 4 (0.083%) Salesforce CRM
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 (0.042%) BambooHR
10 2 (0.042%) FIS Private Capital Suite
Cloud Services
1 1,784 (37.11%) AWS
2 1,676 (34.87%) Azure
3 771 (16.04%) GCP
4 625 (13.00%) GitHub
5 411 (8.55%) Serverless
6 404 (8.40%) Power Platform
7 381 (7.93%) Azure DevOps
8 376 (7.82%) GitHub Actions
9 336 (6.99%) Amazon S3
10 293 (6.10%) AWS Lambda
11 290 (6.03%) Snowflake
12 220 (4.58%) dbt
13 197 (4.10%) Azure Data Factory
14 166 (3.45%) Amazon CloudWatch
15 162 (3.37%) Entra ID
16 158 (3.29%) Amazon EKS
17 142 (2.95%) AWS CloudFormation
18 123 (2.56%) Amazon EC2
19 116 (2.41%) SaaS
20 112 (2.33%) Azure Synapse Analytics
Communications & Networking
1 262 (5.45%) Firewall
2 175 (3.64%) DNS
3 151 (3.14%) Network Security
4 144 (3.00%) TCP/IP
5 116 (2.41%) BGP
5 116 (2.41%) VPN
6 105 (2.18%) WAN
7 71 (1.48%) DHCP
8 68 (1.41%) SD-WAN
9 66 (1.37%) OSPF
10 56 (1.16%) BIG-IP
11 51 (1.06%) F5 BIG-IP LTM
12 50 (1.04%) VXLAN
13 48 (1.00%) SSL
14 47 (0.98%) HTTP
15 46 (0.96%) VLAN
16 43 (0.89%) Ethernet VPN
17 38 (0.79%) Broadband
17 38 (0.79%) MPLS
17 38 (0.79%) Wi-Fi
Database & Business Intelligence
1 363 (7.55%) Power BI
2 292 (6.07%) Data Warehouse
3 278 (5.78%) PostgreSQL
4 190 (3.95%) Metadata
5 179 (3.72%) SQL Server
6 166 (3.45%) Data Lake
7 165 (3.43%) Relational Database
8 164 (3.41%) BigQuery
9 149 (3.10%) NoSQL
10 148 (3.08%) Tableau
11 115 (2.39%) Amazon Redshift
12 114 (2.37%) Big Data
13 112 (2.33%) Amazon RDS
14 110 (2.29%) Delta Lake
15 99 (2.06%) MongoDB
16 97 (2.02%) Amazon Athena
17 84 (1.75%) MySQL
18 83 (1.73%) DynamoDB
19 69 (1.44%) Redis
20 48 (1.00%) Snowflake Schema
Development Applications
1 684 (14.23%) Git
2 433 (9.01%) Jenkins
3 423 (8.80%) GitLab
4 266 (5.53%) JIRA
5 100 (2.08%) Selenium
6 60 (1.25%) Postman
7 53 (1.10%) JMeter
8 44 (0.92%) SonarQube
9 42 (0.87%) Bitbucket
9 42 (0.87%) Claude Code
10 40 (0.83%) MLflow
11 38 (0.79%) Cucumber
12 34 (0.71%) Artifactory
13 32 (0.67%) Sonatype Nexus
14 30 (0.62%) LoadRunner
15 28 (0.58%) Maven
15 28 (0.58%) REST Assured
16 24 (0.50%) Gatling
17 23 (0.48%) Cypress.io
18 22 (0.46%) Zephyr
General
1 1,129 (23.49%) Social Skills
2 1,103 (22.95%) Finance
3 731 (15.21%) Analytical Skills
4 452 (9.40%) Public Sector
5 437 (9.09%) Banking
6 157 (3.27%) Front Office
7 115 (2.39%) Investment Banking
8 105 (2.18%) Retail
9 92 (1.91%) 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 47 (0.98%) Law
15 42 (0.87%) Financial Institution
16 40 (0.83%) Pharmaceutical
17 37 (0.77%) Legal
18 34 (0.71%) Influencing Skills
19 33 (0.69%) Manufacturing
Job Titles
1 863 (17.95%) Senior
2 735 (15.29%) Developer
3 714 (14.85%) Data Engineer
4 450 (9.36%) Lead
5 374 (7.78%) Python Developer
6 309 (6.43%) DevOps Engineer
7 299 (6.22%) Python Engineer
8 269 (5.60%) Artificial Intelligence Engineer
9 241 (5.01%) Analyst
10 240 (4.99%) Software Engineer
11 203 (4.22%) Architect
12 176 (3.66%) AWS Engineer
13 173 (3.60%) Senior Data Engineer
14 159 (3.31%) Cloud Engineer
15 158 (3.29%) Data Scientist
15 158 (3.29%) Senior Developer
16 157 (3.27%) Platform Engineer
17 149 (3.10%) Azure Engineer
18 134 (2.79%) Network Engineer
19 129 (2.68%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,227 (25.53%) Terraform
2 472 (9.82%) REST
3 324 (6.74%) Kafka
4 319 (6.64%) PySpark
5 269 (5.60%) React
6 215 (4.47%) .NET
7 182 (3.79%) Django
8 180 (3.74%) FastAPI
9 172 (3.58%) JSON
10 169 (3.52%) RESTful
11 138 (2.87%) LangChain
12 132 (2.75%) pytest
13 128 (2.66%) Pandas
14 126 (2.62%) Node.js
15 112 (2.33%) OAuth
16 105 (2.18%) Flask
17 99 (2.06%) HTML
18 97 (2.02%) LangGraph
19 93 (1.93%) PyTorch
20 92 (1.91%) YAML
Miscellaneous
1 706 (14.69%) Cloud Native
2 251 (5.22%) AI Agents
3 244 (5.08%) Distributed Systems
4 230 (4.78%) Onboarding
5 144 (3.00%) Data Centre
6 134 (2.79%) Product Ownership
7 129 (2.68%) Data Structures
8 123 (2.56%) Legacy Systems
9 116 (2.41%) Algorithms
10 106 (2.21%) Hybrid Cloud
11 102 (2.12%) Enterprise Software
12 88 (1.83%) Management Information System
13 85 (1.77%) Data Protection Act
13 85 (1.77%) Derivative
14 82 (1.71%) Security Posture
15 74 (1.54%) Equities
15 74 (1.54%) Public Cloud
16 73 (1.52%) PKI
17 55 (1.14%) Replication
18 53 (1.10%) Fixed Income
Operating Systems
1 662 (13.77%) Linux
2 321 (6.68%) Windows
3 208 (4.33%) Unix
4 137 (2.85%) Red Hat Enterprise Linux
5 83 (1.73%) Windows Server
6 42 (0.87%) Ubuntu
7 32 (0.67%) VMS
8 24 (0.50%) CentOS
9 20 (0.42%) Solaris
10 13 (0.27%) Android
11 11 (0.23%) AIX
12 9 (0.19%) Apple iOS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Mac OS
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
14 7 (0.15%) zOS
15 6 (0.12%) FreeRTOS
16 5 (0.10%) Embedded Linux
17 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,043 (42.50%) CI/CD
2 1,443 (30.02%) DevOps
3 1,359 (28.27%) AI
4 1,111 (23.11%) Infrastructure as Code
5 1,093 (22.74%) Agile
6 969 (20.16%) Analytics
7 858 (17.85%) Data Pipeline
8 814 (16.93%) Software Engineering
9 764 (15.89%) Problem-Solving
10 744 (15.48%) Data Engineering
11 717 (14.92%) Machine Learning
12 652 (13.56%) Containerisation
12 652 (13.56%) Data Modelling
13 650 (13.52%) Observability
14 594 (12.36%) Test Automation
15 584 (12.15%) Continuous Improvement
16 572 (11.90%) ETL
17 562 (11.69%) Validation
18 502 (10.44%) Platform Engineering
19 489 (10.17%) Data Science
Programming Languages
1 1,607 (33.43%) SQL
2 691 (14.37%) PowerShell
3 683 (14.21%) Java
4 674 (14.02%) Bash
5 379 (7.88%) JavaScript
6 310 (6.45%) TypeScript
7 276 (5.74%) C#
8 189 (3.93%) Go
9 123 (2.56%) Shell Script
10 120 (2.50%) R
11 119 (2.48%) Bicep
12 111 (2.31%) C++
13 103 (2.14%) Scala
14 74 (1.54%) Perl
15 57 (1.19%) Data Analysis Expressions
16 51 (1.06%) Groovy
17 49 (1.02%) Rust
18 46 (0.96%) C
19 42 (0.87%) PL/SQL
20 38 (0.79%) T-SQL
Qualifications
1 1,175 (24.44%) Security Cleared
2 932 (19.39%) SC Cleared
3 372 (7.74%) Degree
4 234 (4.87%) DV Cleared
5 137 (2.85%) Azure Certification
6 134 (2.79%) AWS Certification
7 133 (2.77%) Computer Science Degree
8 103 (2.14%) BPSS Clearance
9 94 (1.96%) CISSP
10 74 (1.54%) Cisco Certification
11 66 (1.37%) Master's Degree
12 46 (0.96%) Microsoft Certification
13 35 (0.73%) CCNP
14 33 (0.69%) PhD
15 29 (0.60%) CCIE
15 29 (0.60%) CISM
16 28 (0.58%) AWS Certified Solutions Architect
17 27 (0.56%) DBS Check
17 27 (0.56%) Microsoft Certified Professional
18 25 (0.52%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 567 (11.80%) Data Quality
2 286 (5.95%) QA
3 113 (2.35%) NIST
4 100 (2.08%) ISO/IEC 27001
5 78 (1.62%) GDPR
6 70 (1.46%) Accessibility
7 40 (0.83%) SLA
8 36 (0.75%) Actionable Recommendations
9 29 (0.60%) NCSC
10 26 (0.54%) PCI DSS
11 23 (0.48%) SOC 2
12 22 (0.46%) WCAG
13 19 (0.40%) Sarbanes-Oxley
14 15 (0.31%) 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
1 839 (17.45%) Docker
2 169 (3.52%) Active Directory
3 111 (2.31%) VMware Infrastructure
4 62 (1.29%) Virtual Machines
5 46 (0.96%) 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 16 (0.33%) Firmware
10 13 (0.27%) Virtual Desktop
11 12 (0.25%) Oracle RAC
12 10 (0.21%) Squid
13 6 (0.12%) Postfix
14 5 (0.10%) HDFS
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
1 993 (20.66%) Kubernetes
2 577 (12.00%) Ansible
3 274 (5.70%) Grafana
4 208 (4.33%) Prometheus
5 76 (1.58%) Puppet
6 69 (1.44%) Progress Chef
7 63 (1.31%) Argo
8 37 (0.77%) Single Sign-On
9 28 (0.58%) Kibana
10 27 (0.56%) Istio
11 26 (0.54%) Control-M
12 25 (0.52%) Microsoft Intune
13 22 (0.46%) Packer
14 19 (0.40%) FortiGate
15 15 (0.31%) vCenter Server
16 14 (0.29%) ITRS Geneos
16 14 (0.29%) Kustomize
16 14 (0.29%) VxRail
16 14 (0.29%) ZABBIX
17 13 (0.27%) HAProxy
Vendors
1 657 (13.67%) Microsoft
2 505 (10.51%) Databricks
3 334 (6.95%) Google
4 207 (4.31%) Oracle
5 182 (3.79%) Splunk
6 146 (3.04%) OpenAI
7 142 (2.95%) VMware
8 133 (2.77%) Cisco
9 122 (2.54%) ServiceNow
10 92 (1.91%) Dynatrace
11 85 (1.77%) Red Hat
12 83 (1.73%) F5
12 83 (1.73%) Palo Alto
13 79 (1.64%) IBM
14 72 (1.50%) Foundry
15 69 (1.44%) CyberArk
16 66 (1.37%) Fortinet
17 57 (1.19%) Informatica
18 56 (1.16%) SAP
19 44 (0.92%) Arista