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

6 months to
2 Oct 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,815 3,724 3,657
As % of all contract jobs in England 10.34% 13.31% 11.25%
As % of the Programming Languages category 39.79% 40.39% 34.47%
Number of daily rates quoted 3,150 2,463 2,551
10th Percentile £375 £361 £365
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £530 £593
Median % change year-on-year +3.77% -10.55% -1.25%
75th Percentile £656 £650 £713
90th Percentile £750 £775 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -3.77%
Number of hourly rates quoted 120 73 84
10th Percentile £36.25 £33.91 £27.00
25th Percentile £49.75 £36.25 £46.25
Median hourly rate £64.99 £50.00 £70.00
Median % change year-on-year +29.98% -28.57% +7.69%
75th Percentile £83.15 £58.75 £74.00
90th Percentile £92.11 £83.25 £83.50
UK median hourly rate £62.82 £50.00 £67.02
% change year-on-year +25.64% -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 12,100 9,219 10,608
As % of all contract IT jobs advertised in England 26.00% 32.94% 32.65%
Number of daily rates quoted 7,827 6,192 7,110
10th Percentile £363 £350 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £545
Median % change year-on-year +1.94% -5.50% -0.91%
75th Percentile £630 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £525 £508 £525
% change year-on-year +3.45% -3.33% -4.55%
Number of hourly rates quoted 511 264 300
10th Percentile £26.51 £31.25 £30.45
25th Percentile £51.25 £42.25 £48.63
Median hourly rate £65.00 £57.00 £65.00
Median % change year-on-year +14.04% -12.31% -
75th Percentile £71.00 £67.31 £70.00
90th Percentile £82.25 £75.88 £80.00
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 2 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 2 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 2 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 2,850 £575 - 7,140
North of England +1 754 £500 +5.26% 1,113
South East -8 453 £540 +8.00% 1,238
Yorkshire -2 382 £500 - 339
North West -2 293 £525 +16.67% 615
South West -2 278 £550 - 672
Midlands -24 224 £500 - 547
West Midlands -20 186 £520 +4.00% 327
East of England -14 144 £480 -12.73% 728
North East -1 88 £425 -10.53% 165
East Midlands -17 38 £456 +11.28% 219
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
1 256 (5.32%) Apache Airflow
2 249 (5.17%) Apache Spark
3 197 (4.09%) Apache
4 132 (2.74%) Confluence
5 54 (1.12%) Jupyter
6 48 (1.00%) SharePoint
7 30 (0.62%) OpenStack
8 28 (0.58%) SAS
9 22 (0.46%) nginx
9 22 (0.46%) Palantir Foundry
10 21 (0.44%) IIS
11 19 (0.39%) 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%) CICS
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 10 (0.21%) 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 22 (0.46%) 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%) Endur
9 3 (0.062%) Payment Gateway
9 3 (0.062%) Teamcenter
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Orchestrade
10 2 (0.042%) SAP ERP
10 2 (0.042%) Workday HCM
Cloud Services
1 1,789 (37.15%) AWS
2 1,674 (34.77%) Azure
3 770 (15.99%) GCP
4 625 (12.98%) GitHub
5 413 (8.58%) Serverless
6 402 (8.35%) Power Platform
7 383 (7.95%) Azure DevOps
8 376 (7.81%) GitHub Actions
9 339 (7.04%) Amazon S3
10 298 (6.19%) AWS Lambda
11 288 (5.98%) Snowflake
12 223 (4.63%) dbt
13 196 (4.07%) Azure Data Factory
14 168 (3.49%) Amazon CloudWatch
15 162 (3.36%) Entra ID
16 157 (3.26%) Amazon EKS
17 141 (2.93%) AWS CloudFormation
18 123 (2.55%) Amazon EC2
19 117 (2.43%) SaaS
20 112 (2.33%) Azure Synapse Analytics
Communications & Networking
1 261 (5.42%) Firewall
2 174 (3.61%) DNS
3 149 (3.09%) Network Security
4 143 (2.97%) TCP/IP
5 115 (2.39%) VPN
6 114 (2.37%) BGP
7 103 (2.14%) WAN
8 71 (1.47%) DHCP
9 66 (1.37%) SD-WAN
10 65 (1.35%) OSPF
11 56 (1.16%) BIG-IP
12 51 (1.06%) F5 BIG-IP LTM
13 50 (1.04%) VXLAN
14 48 (1.00%) SSL
15 47 (0.98%) HTTP
16 46 (0.96%) VLAN
17 43 (0.89%) Ethernet VPN
18 38 (0.79%) Broadband
18 38 (0.79%) Wi-Fi
19 37 (0.77%) Wireless
Database & Business Intelligence
1 359 (7.46%) Power BI
2 289 (6.00%) Data Warehouse
3 278 (5.77%) PostgreSQL
4 189 (3.93%) Metadata
5 180 (3.74%) SQL Server
6 166 (3.45%) Relational Database
7 165 (3.43%) Data Lake
8 163 (3.39%) BigQuery
9 149 (3.09%) NoSQL
10 147 (3.05%) Tableau
11 115 (2.39%) Big Data
12 114 (2.37%) Amazon Redshift
13 112 (2.33%) Amazon RDS
14 111 (2.31%) Delta Lake
15 98 (2.04%) Amazon Athena
15 98 (2.04%) MongoDB
16 84 (1.74%) DynamoDB
17 83 (1.72%) MySQL
18 68 (1.41%) Redis
19 49 (1.02%) Snowflake Schema
Development Applications
1 685 (14.23%) Git
2 431 (8.95%) Jenkins
3 426 (8.85%) GitLab
4 264 (5.48%) JIRA
5 100 (2.08%) Selenium
6 60 (1.25%) Postman
7 53 (1.10%) JMeter
8 44 (0.91%) SonarQube
9 42 (0.87%) Bitbucket
10 41 (0.85%) Claude Code
11 40 (0.83%) MLflow
12 37 (0.77%) Cucumber
13 34 (0.71%) Artifactory
14 31 (0.64%) Sonatype Nexus
15 30 (0.62%) LoadRunner
16 28 (0.58%) Maven
16 28 (0.58%) REST Assured
17 24 (0.50%) Gatling
18 23 (0.48%) Cypress.io
19 22 (0.46%) SoapUI
General
1 1,130 (23.47%) Social Skills
2 1,096 (22.76%) Finance
3 727 (15.10%) Analytical Skills
4 454 (9.43%) Public Sector
5 434 (9.01%) Banking
6 157 (3.26%) Front Office
7 115 (2.39%) Investment Banking
8 106 (2.20%) Retail
9 93 (1.93%) Inclusion and Diversity
10 78 (1.62%) Marketing
11 77 (1.60%) Documentation Skills
12 76 (1.58%) Telecoms
13 55 (1.14%) Military
14 51 (1.06%) Aerospace
15 46 (0.96%) Law
16 40 (0.83%) Financial Institution
16 40 (0.83%) Pharmaceutical
17 38 (0.79%) Legal
18 33 (0.69%) Manufacturing
18 33 (0.69%) Publishing
Job Titles
1 868 (18.03%) Senior
2 739 (15.35%) Developer
3 718 (14.91%) Data Engineer
4 448 (9.30%) Lead
5 376 (7.81%) Python Developer
6 308 (6.40%) DevOps Engineer
7 300 (6.23%) Python Engineer
8 267 (5.55%) Artificial Intelligence Engineer
9 241 (5.01%) Analyst
10 239 (4.96%) Software Engineer
11 205 (4.26%) Architect
12 179 (3.72%) AWS Engineer
13 177 (3.68%) Senior Data Engineer
14 160 (3.32%) Cloud Engineer
14 160 (3.32%) Data Scientist
15 159 (3.30%) Senior Developer
16 158 (3.28%) Platform Engineer
17 151 (3.14%) Azure Engineer
18 133 (2.76%) Network Engineer
19 130 (2.70%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,229 (25.52%) Terraform
2 473 (9.82%) REST
3 326 (6.77%) PySpark
4 323 (6.71%) Kafka
5 271 (5.63%) React
6 214 (4.44%) .NET
7 182 (3.78%) FastAPI
8 181 (3.76%) Django
9 171 (3.55%) JSON
10 169 (3.51%) RESTful
11 137 (2.85%) LangChain
12 129 (2.68%) Pandas
12 129 (2.68%) pytest
13 127 (2.64%) Node.js
14 112 (2.33%) OAuth
15 107 (2.22%) Flask
16 99 (2.06%) HTML
17 96 (1.99%) LangGraph
18 94 (1.95%) PyTorch
19 92 (1.91%) YAML
Miscellaneous
1 707 (14.68%) Cloud Native
2 251 (5.21%) AI Agents
3 243 (5.05%) Distributed Systems
4 230 (4.78%) Onboarding
5 143 (2.97%) Data Centre
6 136 (2.82%) Product Ownership
7 127 (2.64%) Data Structures
8 123 (2.55%) Legacy Systems
9 116 (2.41%) Algorithms
10 105 (2.18%) Hybrid Cloud
11 98 (2.04%) Enterprise Software
12 89 (1.85%) Management Information System
13 85 (1.77%) Derivative
14 84 (1.74%) Data Protection Act
14 84 (1.74%) Security Posture
15 75 (1.56%) Equities
16 72 (1.50%) Public Cloud
17 71 (1.47%) PKI
18 54 (1.12%) Fixed Income
18 54 (1.12%) Replication
Operating Systems
1 658 (13.67%) Linux
2 319 (6.63%) Windows
3 207 (4.30%) Unix
4 137 (2.85%) 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 (0.42%) Solaris
10 13 (0.27%) AIX
10 13 (0.27%) Android
11 9 (0.19%) Apple iOS
12 8 (0.17%) Amazon Linux
12 8 (0.17%) Mac OS
12 8 (0.17%) Windows 10
12 8 (0.17%) Windows Server 2019
13 7 (0.15%) zOS
14 6 (0.12%) FreeRTOS
15 5 (0.10%) Embedded Linux
16 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,045 (42.47%) CI/CD
2 1,442 (29.95%) DevOps
3 1,358 (28.20%) AI
4 1,115 (23.16%) Infrastructure as Code
5 1,096 (22.76%) Agile
6 969 (20.12%) Analytics
7 861 (17.88%) Data Pipeline
8 810 (16.82%) Software Engineering
9 765 (15.89%) Problem-Solving
10 744 (15.45%) Data Engineering
11 717 (14.89%) Machine Learning
12 658 (13.67%) Containerisation
13 647 (13.44%) Data Modelling
14 646 (13.42%) Observability
15 594 (12.34%) Test Automation
16 584 (12.13%) Continuous Improvement
17 572 (11.88%) ETL
18 558 (11.59%) Validation
19 501 (10.40%) Platform Engineering
20 488 (10.13%) Data Science
Programming Languages
1 1,613 (33.50%) SQL
2 692 (14.37%) PowerShell
3 689 (14.31%) Java
4 672 (13.96%) Bash
5 380 (7.89%) JavaScript
6 309 (6.42%) TypeScript
7 273 (5.67%) C#
8 189 (3.93%) Go
9 122 (2.53%) Shell Script
10 121 (2.51%) Bicep
11 118 (2.45%) R
12 111 (2.31%) C++
13 104 (2.16%) Scala
14 74 (1.54%) Perl
15 56 (1.16%) Data Analysis Expressions
16 51 (1.06%) Groovy
17 48 (1.00%) Rust
18 46 (0.96%) C
19 41 (0.85%) PL/SQL
20 38 (0.79%) T-SQL
Qualifications
1 1,182 (24.55%) Security Cleared
2 938 (19.48%) SC Cleared
3 374 (7.77%) Degree
4 235 (4.88%) DV Cleared
5 139 (2.89%) Azure Certification
6 135 (2.80%) Computer Science Degree
7 131 (2.72%) AWS Certification
8 103 (2.14%) BPSS Clearance
9 94 (1.95%) CISSP
10 75 (1.56%) 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
1 564 (11.71%) Data Quality
2 288 (5.98%) QA
3 112 (2.33%) NIST
4 100 (2.08%) ISO/IEC 27001
5 79 (1.64%) GDPR
6 71 (1.47%) Accessibility
7 38 (0.79%) SLA
8 36 (0.75%) Actionable Recommendations
9 29 (0.60%) NCSC
10 25 (0.52%) PCI DSS
11 23 (0.48%) SOC 2
12 22 (0.46%) WCAG
13 19 (0.39%) 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
1 842 (17.49%) Docker
2 167 (3.47%) Active Directory
3 111 (2.31%) VMware Infrastructure
4 62 (1.29%) Virtual Machines
5 46 (0.96%) Hyper-V
6 31 (0.64%) 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
1 991 (20.58%) Kubernetes
2 572 (11.88%) Ansible
3 274 (5.69%) Grafana
4 207 (4.30%) Prometheus
5 76 (1.58%) Puppet
6 68 (1.41%) Progress Chef
7 63 (1.31%) Argo
8 37 (0.77%) Single Sign-On
9 28 (0.58%) Kibana
10 26 (0.54%) Istio
11 25 (0.52%) Control-M
11 25 (0.52%) Microsoft Intune
12 22 (0.46%) Packer
13 19 (0.39%) FortiGate
14 16 (0.33%) ZABBIX
15 15 (0.31%) vCenter Server
16 14 (0.29%) ITRS Geneos
16 14 (0.29%) Kustomize
16 14 (0.29%) Nagios
16 14 (0.29%) VxRail
Vendors
1 656 (13.62%) Microsoft
2 507 (10.53%) Databricks
3 334 (6.94%) Google
4 206 (4.28%) Oracle
5 184 (3.82%) Splunk
6 145 (3.01%) OpenAI
7 142 (2.95%) VMware
8 133 (2.76%) Cisco
9 122 (2.53%) ServiceNow
10 92 (1.91%) Dynatrace
11 84 (1.74%) Red Hat
12 83 (1.72%) F5
13 82 (1.70%) Palo Alto
14 81 (1.68%) IBM
15 72 (1.50%) Foundry
16 69 (1.43%) CyberArk
17 66 (1.37%) Fortinet
18 56 (1.16%) Informatica
19 55 (1.14%) SAP
20 44 (0.91%) Arista