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

6 months to
9 Oct 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,798 3,785 3,687
As % of all contract jobs in England 10.38% 13.47% 11.38%
As % of the Programming Languages category 39.81% 41.12% 34.88%
Number of daily rates quoted 3,143 2,501 2,558
10th Percentile £376 £361 £363
25th Percentile £450 £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 116 73 86
10th Percentile £36.25 £32.07 £24.50
25th Percentile £46.94 £36.25 £46.25
Median hourly rate £64.99 £50.00 £69.38
Median % change year-on-year +29.98% -27.93% +6.73%
75th Percentile £78.88 £58.75 £73.47
90th Percentile £92.11 £83.25 £82.50
UK median hourly rate £62.50 £50.00 £63.25
% change year-on-year +25.00% -20.95% -2.69%

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 12,053 9,204 10,570
As % of all contract IT jobs advertised in England 26.08% 32.76% 32.64%
Number of daily rates quoted 7,799 6,160 7,025
10th Percentile £363 £345 £351
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £543
Median % change year-on-year +1.94% -5.07% -1.36%
75th Percentile £637 £633 £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 516 265 300
10th Percentile £22.75 £31.25 £30.00
25th Percentile £49.75 £41.94 £47.38
Median hourly rate £65.00 £56.00 £65.00
Median % change year-on-year +16.07% -13.85% -
75th Percentile £71.00 £67.50 £70.00
90th Percentile £80.63 £78.75 £78.79
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 9 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 9 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 9 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 2,851 £575 - 7,047
North of England -1 747 £500 +5.26% 939
South East -6 450 £550 +9.90% 922
Yorkshire -2 377 £500 - 289
North West -1 292 £525 +19.66% 513
South West -3 273 £550 - 452
Midlands -23 221 £498 -0.50% 418
West Midlands -22 186 £520 +3.28% 265
East of England -17 142 £478 -11.16% 594
North East -4 87 £425 -8.11% 139
East Midlands -24 35 £425 +3.66% 152
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
1 255 (5.31%) Apache Airflow
2 249 (5.19%) Apache Spark
3 203 (4.23%) Apache
4 130 (2.71%) Confluence
5 50 (1.04%) Jupyter
6 49 (1.02%) SharePoint
7 30 (0.63%) OpenStack
7 30 (0.63%) SAS
8 25 (0.52%) nginx
9 23 (0.48%) Palantir Foundry
10 21 (0.44%) IIS
11 19 (0.40%) ArcGIS
12 10 (0.21%) 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%) WebSphere
15 4 (0.083%) Oracle SOA Suite
16 3 (0.063%) WebLogic
Applications
1 80 (1.67%) Microsoft Excel
2 29 (0.60%) Chatbot
3 22 (0.46%) Microsoft Office
4 15 (0.31%) CPLEX
5 13 (0.27%) Microsoft PowerPoint
6 10 (0.21%) MS Visio
7 9 (0.19%) Spreadsheet
8 2 (0.042%) LaTeX
8 2 (0.042%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
8 2 (0.042%) Simulink
8 2 (0.042%) SPSS
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) Mozilla Thunderbird
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 22 (0.46%) Remedy ITSM
2 16 (0.33%) Aladdin
2 16 (0.33%) SAP S/4HANA
3 11 (0.23%) Dynamics CRM
4 8 (0.17%) Remedy AR System
5 6 (0.13%) Front Arena
5 6 (0.13%) NetSuite
5 6 (0.13%) Summit
6 5 (0.10%) Sage X3
7 4 (0.083%) Oracle EBS
7 4 (0.083%) Oracle ERP
7 4 (0.083%) Salesforce CRM
7 4 (0.083%) SAP IBP
8 3 (0.063%) Actimize
8 3 (0.063%) Cloudability
8 3 (0.063%) Endur
8 3 (0.063%) Payment Gateway
9 2 (0.042%) Oracle Assets
9 2 (0.042%) Orchestrade
9 2 (0.042%) Workday HCM
Cloud Services
1 1,772 (36.93%) AWS
2 1,682 (35.06%) Azure
3 775 (16.15%) GCP
4 625 (13.03%) GitHub
5 405 (8.44%) Serverless
6 392 (8.17%) Power Platform
7 380 (7.92%) Azure DevOps
8 376 (7.84%) GitHub Actions
9 328 (6.84%) Amazon S3
10 287 (5.98%) AWS Lambda
11 284 (5.92%) Snowflake
12 225 (4.69%) dbt
13 194 (4.04%) Azure Data Factory
14 168 (3.50%) Amazon CloudWatch
15 166 (3.46%) Entra ID
16 162 (3.38%) Amazon EKS
17 142 (2.96%) AWS CloudFormation
18 122 (2.54%) Amazon EC2
19 119 (2.48%) SaaS
20 109 (2.27%) Azure Synapse Analytics
Communications & Networking
1 262 (5.46%) Firewall
2 182 (3.79%) DNS
3 155 (3.23%) Network Security
4 148 (3.08%) TCP/IP
5 123 (2.56%) BGP
6 122 (2.54%) VPN
7 106 (2.21%) WAN
8 74 (1.54%) OSPF
9 72 (1.50%) DHCP
10 69 (1.44%) SD-WAN
11 57 (1.19%) BIG-IP
12 52 (1.08%) F5 BIG-IP LTM
13 50 (1.04%) VLAN
14 48 (1.00%) SSL
15 47 (0.98%) VXLAN
16 46 (0.96%) HTTP
17 44 (0.92%) Ethernet VPN
18 42 (0.88%) MPLS
19 40 (0.83%) Broadband
20 38 (0.79%) Internet
Database & Business Intelligence
1 352 (7.34%) Power BI
2 289 (6.02%) Data Warehouse
3 270 (5.63%) PostgreSQL
4 190 (3.96%) Metadata
5 167 (3.48%) Data Lake
6 165 (3.44%) SQL Server
7 160 (3.33%) Relational Database
8 153 (3.19%) BigQuery
9 148 (3.08%) NoSQL
10 143 (2.98%) Tableau
11 119 (2.48%) Amazon RDS
12 115 (2.40%) Big Data
13 114 (2.38%) Amazon Redshift
14 110 (2.29%) Delta Lake
15 103 (2.15%) MongoDB
16 95 (1.98%) Amazon Athena
17 84 (1.75%) MySQL
18 82 (1.71%) DynamoDB
19 69 (1.44%) Redis
20 49 (1.02%) Snowflake Schema
Development Applications
1 707 (14.74%) Git
2 445 (9.27%) Jenkins
3 432 (9.00%) GitLab
4 266 (5.54%) JIRA
5 104 (2.17%) Selenium
6 62 (1.29%) Postman
7 53 (1.10%) JMeter
8 45 (0.94%) SonarQube
9 44 (0.92%) Bitbucket
9 44 (0.92%) Claude Code
10 43 (0.90%) MLflow
11 41 (0.85%) Cucumber
12 33 (0.69%) Artifactory
13 32 (0.67%) Sonatype Nexus
14 30 (0.63%) LoadRunner
15 28 (0.58%) Maven
15 28 (0.58%) REST Assured
16 26 (0.54%) Gatling
17 25 (0.52%) Cypress.io
18 22 (0.46%) Atlassian Bamboo
General
1 1,133 (23.61%) Social Skills
2 1,103 (22.99%) Finance
3 728 (15.17%) Analytical Skills
4 450 (9.38%) Banking
5 449 (9.36%) Public Sector
6 154 (3.21%) Front Office
7 116 (2.42%) Investment Banking
8 106 (2.21%) Retail
9 90 (1.88%) Inclusion and Diversity
10 78 (1.63%) Marketing
11 75 (1.56%) Telecoms
12 73 (1.52%) Documentation Skills
13 53 (1.10%) Military
14 51 (1.06%) Aerospace
15 47 (0.98%) Law
16 43 (0.90%) Pharmaceutical
17 42 (0.88%) Financial Institution
18 34 (0.71%) Legal
19 33 (0.69%) Influencing Skills
20 32 (0.67%) Manufacturing
Job Titles
1 857 (17.86%) Senior
2 733 (15.28%) Developer
3 714 (14.88%) Data Engineer
4 453 (9.44%) Lead
5 374 (7.79%) Python Developer
6 317 (6.61%) DevOps Engineer
7 300 (6.25%) Python Engineer
8 268 (5.59%) Artificial Intelligence Engineer
9 240 (5.00%) Analyst
10 238 (4.96%) Software Engineer
11 200 (4.17%) Architect
12 176 (3.67%) AWS Engineer
13 173 (3.61%) Senior Data Engineer
14 163 (3.40%) Cloud Engineer
15 155 (3.23%) Senior Developer
16 154 (3.21%) Platform Engineer
17 153 (3.19%) Data Scientist
18 152 (3.17%) Azure Engineer
19 135 (2.81%) Network Engineer
20 132 (2.75%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,231 (25.66%) Terraform
2 478 (9.96%) REST
3 327 (6.82%) PySpark
4 324 (6.75%) Kafka
5 283 (5.90%) React
6 221 (4.61%) .NET
7 183 (3.81%) Django
8 178 (3.71%) FastAPI
9 174 (3.63%) JSON
10 168 (3.50%) RESTful
11 137 (2.86%) LangChain
12 135 (2.81%) pytest
13 120 (2.50%) Node.js
13 120 (2.50%) Pandas
14 115 (2.40%) OAuth
15 111 (2.31%) Flask
16 101 (2.11%) HTML
17 100 (2.08%) LangGraph
18 90 (1.88%) PyTorch
19 88 (1.83%) Model Context Protocol
Miscellaneous
1 712 (14.84%) Cloud Native
2 250 (5.21%) AI Agents
3 237 (4.94%) Distributed Systems
4 233 (4.86%) Onboarding
5 149 (3.11%) Data Centre
6 136 (2.83%) Product Ownership
7 128 (2.67%) Data Structures
8 120 (2.50%) Legacy Systems
9 113 (2.36%) Algorithms
10 108 (2.25%) Hybrid Cloud
11 105 (2.19%) Enterprise Software
12 85 (1.77%) Derivative
12 85 (1.77%) Management Information System
12 85 (1.77%) Security Posture
13 79 (1.65%) Data Protection Act
14 77 (1.60%) PKI
14 77 (1.60%) Public Cloud
15 72 (1.50%) Equities
16 56 (1.17%) Replication
17 53 (1.10%) Fixed Income
Operating Systems
1 661 (13.78%) Linux
2 316 (6.59%) Windows
3 201 (4.19%) Unix
4 134 (2.79%) Red Hat Enterprise Linux
5 80 (1.67%) Windows Server
6 41 (0.85%) Ubuntu
7 32 (0.67%) VMS
8 23 (0.48%) CentOS
9 20 (0.42%) Solaris
10 13 (0.27%) Android
11 12 (0.25%) AIX
12 9 (0.19%) Mac OS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Apple iOS
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
14 7 (0.15%) zOS
15 6 (0.13%) FreeRTOS
16 4 (0.083%) Rocky
16 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,056 (42.85%) CI/CD
2 1,455 (30.33%) DevOps
3 1,363 (28.41%) AI
4 1,121 (23.36%) Infrastructure as Code
5 1,092 (22.76%) Agile
6 955 (19.90%) Analytics
7 859 (17.90%) Data Pipeline
8 812 (16.92%) Software Engineering
9 757 (15.78%) Problem-Solving
10 755 (15.74%) Data Engineering
11 709 (14.78%) Machine Learning
12 656 (13.67%) Observability
13 652 (13.59%) Containerisation
14 650 (13.55%) Data Modelling
15 613 (12.78%) Test Automation
16 591 (12.32%) Continuous Improvement
17 574 (11.96%) ETL
18 571 (11.90%) Validation
19 502 (10.46%) Platform Engineering
20 496 (10.34%) Stakeholder Management
Programming Languages
1 1,592 (33.18%) SQL
2 692 (14.42%) PowerShell
3 675 (14.07%) Java
4 673 (14.03%) Bash
5 391 (8.15%) JavaScript
6 308 (6.42%) TypeScript
7 279 (5.81%) C#
8 187 (3.90%) Go
9 124 (2.58%) Shell Script
10 123 (2.56%) Bicep
11 116 (2.42%) R
12 106 (2.21%) C++
13 99 (2.06%) Scala
14 74 (1.54%) Perl
15 55 (1.15%) Data Analysis Expressions
16 53 (1.10%) Groovy
17 48 (1.00%) Rust
18 41 (0.85%) PL/SQL
19 40 (0.83%) C
20 36 (0.75%) T-SQL
Qualifications
1 1,186 (24.72%) Security Cleared
2 943 (19.65%) SC Cleared
3 366 (7.63%) Degree
4 237 (4.94%) DV Cleared
5 137 (2.86%) AWS Certification
6 135 (2.81%) Azure Certification
7 131 (2.73%) Computer Science Degree
8 101 (2.11%) BPSS Clearance
9 94 (1.96%) CISSP
10 73 (1.52%) Cisco Certification
11 67 (1.40%) Master's Degree
12 45 (0.94%) Microsoft Certification
13 35 (0.73%) CCNP
14 33 (0.69%) PhD
15 30 (0.63%) CISM
16 29 (0.60%) AWS Certified Solutions Architect
16 29 (0.60%) CCIE
17 27 (0.56%) DBS Check
17 27 (0.56%) Microsoft Certified Professional
18 23 (0.48%) ISTQB
Quality Assurance & Compliance
1 570 (11.88%) Data Quality
2 288 (6.00%) QA
3 104 (2.17%) NIST
4 91 (1.90%) ISO/IEC 27001
5 75 (1.56%) GDPR
6 71 (1.48%) Accessibility
7 39 (0.81%) SLA
8 36 (0.75%) Actionable Recommendations
9 30 (0.63%) NCSC
10 25 (0.52%) PCI DSS
11 23 (0.48%) SOC 2
11 23 (0.48%) WCAG
12 17 (0.35%) Sarbanes-Oxley
13 13 (0.27%) HIPAA
14 9 (0.19%) ISO 20022
15 7 (0.15%) Basel III
15 7 (0.15%) California Consumer Privacy Act
16 6 (0.13%) Cyber Essentials
16 6 (0.13%) MiFID
16 6 (0.13%) NIST 800
System Software
1 850 (17.72%) Docker
2 166 (3.46%) Active Directory
3 106 (2.21%) VMware Infrastructure
4 60 (1.25%) Virtual Machines
5 43 (0.90%) Hyper-V
6 30 (0.63%) VMware NSX
7 27 (0.56%) vSphere
8 18 (0.38%) NFS
9 16 (0.33%) Virtual Desktop
9 16 (0.33%) VMware ESXi
10 15 (0.31%) Firmware
11 11 (0.23%) Oracle RAC
12 10 (0.21%) Squid
13 6 (0.13%) HDFS
13 6 (0.13%) 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
1 999 (20.82%) Kubernetes
2 583 (12.15%) Ansible
3 272 (5.67%) Grafana
4 205 (4.27%) Prometheus
5 76 (1.58%) Puppet
6 70 (1.46%) Progress Chef
7 63 (1.31%) Argo
8 41 (0.85%) Single Sign-On
9 32 (0.67%) Kibana
10 28 (0.58%) Istio
11 26 (0.54%) Control-M
12 24 (0.50%) Microsoft Intune
13 22 (0.46%) Packer
14 19 (0.40%) FortiGate
15 15 (0.31%) ITRS Geneos
15 15 (0.31%) Kustomize
16 14 (0.29%) vCenter Server
16 14 (0.29%) VxRail
16 14 (0.29%) ZABBIX
17 13 (0.27%) HAProxy
Vendors
1 672 (14.01%) Microsoft
2 505 (10.53%) Databricks
3 339 (7.07%) Google
4 210 (4.38%) Oracle
5 185 (3.86%) Splunk
6 147 (3.06%) OpenAI
7 136 (2.83%) VMware
8 132 (2.75%) ServiceNow
9 131 (2.73%) Cisco
10 95 (1.98%) Dynatrace
11 87 (1.81%) F5
12 85 (1.77%) Palo Alto
13 84 (1.75%) Red Hat
14 81 (1.69%) IBM
15 78 (1.63%) Foundry
16 65 (1.35%) Fortinet
17 64 (1.33%) CyberArk
18 57 (1.19%) Informatica
19 55 (1.15%) SAP
20 48 (1.00%) Arista