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 13 September 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 10
Rank change year-on-year -3 0 +2
Contract jobs citing Python 4,802 3,629 3,614
As % of all contract jobs in England 10.40% 13.08% 10.97%
As % of the Programming Languages category 40.13% 39.94% 33.85%
Number of daily rates quoted 3,136 2,436 2,592
10th Percentile £375 £363 £373
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £538 £596
Median % change year-on-year +2.33% -9.78% -0.71%
75th Percentile £650 £662 £725
90th Percentile £750 £800 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -4.17%
Number of hourly rates quoted 126 73 88
10th Percentile £35.07 £31.32 £24.28
25th Percentile £45.63 £36.00 £46.23
Median hourly rate £64.99 £50.00 £68.75
Median % change year-on-year +29.98% -27.27% +4.79%
75th Percentile £82.25 £58.75 £72.41
90th Percentile £92.11 £83.00 £79.13
UK median hourly rate £63.14 £50.00 £62.50
% change year-on-year +26.27% -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 11,965 9,085 10,675
As % of all contract IT jobs advertised in England 25.90% 32.74% 32.41%
Number of daily rates quoted 7,734 6,156 7,381
10th Percentile £363 £345 £353
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £550
Median % change year-on-year +2.44% -6.82% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £520 £501 £525
% change year-on-year +3.90% -4.67% -4.55%
Number of hourly rates quoted 503 262 308
10th Percentile £28.50 £31.25 £31.03
25th Percentile £51.25 £41.76 £50.94
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.17%
75th Percentile £70.25 £67.88 £70.00
90th Percentile £81.80 £79.88 £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 13 September 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 13 September 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 13 September 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 -3 2,835 £575 - 4,386
North of England +2 736 £500 +5.26% 650
South East -7 455 £539 +7.75% 847
Yorkshire -1 378 £500 - 234
South West 0 282 £550 +4.76% 415
North West -4 281 £525 +10.53% 330
Midlands -18 226 £500 +5.26% 315
West Midlands -20 180 £500 - 165
East of England -8 151 £494 -5.95% 445
North East -2 89 £425 -2.86% 89
East Midlands -15 46 £469 +12.95% 149
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
1 257 (5.35%) Apache Airflow
2 232 (4.83%) Apache Spark
3 187 (3.89%) Apache
4 139 (2.89%) Confluence
5 53 (1.10%) Jupyter
6 49 (1.02%) SharePoint
7 33 (0.69%) SAS
8 28 (0.58%) OpenStack
9 21 (0.44%) ArcGIS
10 20 (0.42%) IIS
10 20 (0.42%) nginx
10 20 (0.42%) Palantir Foundry
11 7 (0.15%) CMS
11 7 (0.15%) Tomcat
12 6 (0.12%) Microsoft Exchange
12 6 (0.12%) WebSphere
13 5 (0.10%) Apache Solr
13 5 (0.10%) Apache Superset
13 5 (0.10%) Camunda
13 5 (0.10%) Oracle SOA Suite
Applications
1 95 (1.98%) Microsoft Excel
2 29 (0.60%) Chatbot
3 23 (0.48%) Microsoft Office
4 18 (0.37%) CPLEX
5 17 (0.35%) Spreadsheet
6 16 (0.33%) Microsoft PowerPoint
7 12 (0.25%) MS Visio
8 2 (0.042%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
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%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 18 (0.37%) Remedy ITSM
2 17 (0.35%) Aladdin
2 17 (0.35%) SAP S/4HANA
3 8 (0.17%) Dynamics CRM
3 8 (0.17%) Front Arena
3 8 (0.17%) Remedy AR System
4 7 (0.15%) SAP IBP
5 6 (0.12%) Summit
6 5 (0.10%) NetSuite
6 5 (0.10%) Oracle EBS
6 5 (0.10%) Sage X3
7 4 (0.083%) Oracle ERP
7 4 (0.083%) Salesforce CRM
8 3 (0.062%) Endur
8 3 (0.062%) Payment Gateway
8 3 (0.062%) Teamcenter
9 2 (0.042%) Global One
9 2 (0.042%) Oracle Assets
9 2 (0.042%) SimCorp Dimension
9 2 (0.042%) Workday HCM
Cloud Services
1 1,801 (37.51%) AWS
2 1,648 (34.32%) Azure
3 727 (15.14%) GCP
4 613 (12.77%) GitHub
5 421 (8.77%) Power Platform
6 418 (8.70%) Serverless
7 380 (7.91%) Azure DevOps
8 377 (7.85%) GitHub Actions
9 329 (6.85%) Amazon S3
10 306 (6.37%) AWS Lambda
11 277 (5.77%) Snowflake
12 210 (4.37%) dbt
13 199 (4.14%) Azure Data Factory
14 154 (3.21%) Amazon CloudWatch
15 145 (3.02%) AWS CloudFormation
16 138 (2.87%) Amazon EKS
17 133 (2.77%) Entra ID
18 117 (2.44%) Amazon EC2
18 117 (2.44%) Azure Synapse Analytics
19 112 (2.33%) SaaS
Communications & Networking
1 259 (5.39%) Firewall
2 179 (3.73%) DNS
3 145 (3.02%) TCP/IP
4 129 (2.69%) Network Security
5 118 (2.46%) BGP
6 114 (2.37%) VPN
7 107 (2.23%) WAN
8 77 (1.60%) DHCP
9 68 (1.42%) OSPF
10 64 (1.33%) SD-WAN
11 53 (1.10%) VLAN
12 52 (1.08%) BIG-IP
13 48 (1.00%) HTTP
14 47 (0.98%) VXLAN
15 46 (0.96%) F5 BIG-IP LTM
16 44 (0.92%) SSL
17 39 (0.81%) Ethernet VPN
18 35 (0.73%) MPLS
18 35 (0.73%) Wireless
19 33 (0.69%) Internet
Database & Business Intelligence
1 380 (7.91%) Power BI
2 289 (6.02%) Data Warehouse
3 272 (5.66%) PostgreSQL
4 189 (3.94%) SQL Server
5 181 (3.77%) Metadata
6 167 (3.48%) Relational Database
7 165 (3.44%) Tableau
8 151 (3.14%) BigQuery
8 151 (3.14%) Data Lake
9 145 (3.02%) NoSQL
10 111 (2.31%) Amazon RDS
11 110 (2.29%) Amazon Redshift
11 110 (2.29%) Delta Lake
12 108 (2.25%) Big Data
13 106 (2.21%) Amazon Athena
14 91 (1.90%) MongoDB
15 86 (1.79%) DynamoDB
16 77 (1.60%) MySQL
17 63 (1.31%) Redis
18 49 (1.02%) Snowflake Schema
Development Applications
1 651 (13.56%) Git
2 418 (8.70%) Jenkins
3 393 (8.18%) GitLab
4 253 (5.27%) JIRA
5 92 (1.92%) Selenium
6 46 (0.96%) Postman
7 45 (0.94%) JMeter
7 45 (0.94%) SonarQube
8 43 (0.90%) MLflow
9 37 (0.77%) Bitbucket
10 34 (0.71%) Artifactory
10 34 (0.71%) Claude Code
11 29 (0.60%) Cucumber
12 28 (0.58%) Maven
13 26 (0.54%) Gatling
13 26 (0.54%) Sonatype Nexus
14 23 (0.48%) Cypress.io
14 23 (0.48%) LoadRunner
15 22 (0.46%) REST Assured
16 17 (0.35%) Atlassian Bamboo
General
1 1,120 (23.32%) Social Skills
2 1,060 (22.07%) Finance
3 735 (15.31%) Analytical Skills
4 465 (9.68%) Public Sector
5 405 (8.43%) Banking
6 161 (3.35%) Front Office
7 109 (2.27%) Investment Banking
8 100 (2.08%) Retail
9 92 (1.92%) Inclusion and Diversity
10 84 (1.75%) Documentation Skills
10 84 (1.75%) Marketing
11 71 (1.48%) Telecoms
12 51 (1.06%) Aerospace
13 50 (1.04%) Military
14 44 (0.92%) Pharmaceutical
15 43 (0.90%) Law
16 39 (0.81%) Financial Institution
17 38 (0.79%) Influencing Skills
18 37 (0.77%) Legal
18 37 (0.77%) Publishing
Job Titles
1 834 (17.37%) Senior
2 742 (15.45%) Developer
3 700 (14.58%) Data Engineer
4 435 (9.06%) Lead
5 384 (8.00%) Python Developer
6 300 (6.25%) Python Engineer
7 291 (6.06%) DevOps Engineer
8 260 (5.41%) Analyst
9 244 (5.08%) Artificial Intelligence Engineer
10 242 (5.04%) Software Engineer
11 229 (4.77%) Architect
12 184 (3.83%) AWS Engineer
13 166 (3.46%) Senior Developer
14 165 (3.44%) Senior Data Engineer
15 158 (3.29%) Data Scientist
16 157 (3.27%) Cloud Engineer
17 154 (3.21%) Platform Engineer
18 141 (2.94%) Azure Engineer
19 131 (2.73%) Network Engineer
20 125 (2.60%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,180 (24.57%) Terraform
2 429 (8.93%) REST
3 328 (6.83%) PySpark
4 306 (6.37%) Kafka
5 268 (5.58%) React
6 231 (4.81%) .NET
7 179 (3.73%) Django
8 178 (3.71%) JSON
9 171 (3.56%) FastAPI
10 163 (3.39%) RESTful
11 144 (3.00%) Pandas
12 137 (2.85%) Node.js
13 124 (2.58%) LangChain
14 120 (2.50%) pytest
15 105 (2.19%) Flask
16 101 (2.10%) HTML
17 100 (2.08%) OAuth
18 94 (1.96%) PyTorch
18 94 (1.96%) YAML
19 87 (1.81%) CSS
Miscellaneous
1 675 (14.06%) Cloud Native
2 260 (5.41%) Distributed Systems
3 226 (4.71%) AI Agents
4 200 (4.16%) Onboarding
5 143 (2.98%) Product Ownership
6 141 (2.94%) Data Centre
7 123 (2.56%) Data Structures
8 118 (2.46%) Legacy Systems
9 116 (2.42%) Algorithms
10 111 (2.31%) Hybrid Cloud
11 90 (1.87%) Management Information System
12 89 (1.85%) Data Protection Act
12 89 (1.85%) Enterprise Software
13 85 (1.77%) Derivative
14 77 (1.60%) Security Posture
15 73 (1.52%) Equities
16 64 (1.33%) Public Cloud
17 61 (1.27%) PKI
18 56 (1.17%) Fixed Income
19 55 (1.15%) Self-Motivation
Operating Systems
1 644 (13.41%) Linux
2 306 (6.37%) Windows
3 205 (4.27%) Unix
4 139 (2.89%) Red Hat Enterprise Linux
5 80 (1.67%) Windows Server
6 43 (0.90%) Ubuntu
7 32 (0.67%) VMS
8 20 (0.42%) CentOS
9 18 (0.37%) AIX
10 16 (0.33%) Solaris
11 15 (0.31%) Android
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
13 8 (0.17%) zOS
14 6 (0.12%) Embedded Linux
14 6 (0.12%) Rocky
15 5 (0.10%) Debian
Processes & Methodologies
1 1,961 (40.84%) CI/CD
2 1,405 (29.26%) DevOps
3 1,305 (27.18%) AI
4 1,077 (22.43%) Agile
5 1,061 (22.09%) Infrastructure as Code
6 971 (20.22%) Analytics
7 855 (17.81%) Data Pipeline
8 792 (16.49%) Problem-Solving
9 778 (16.20%) Software Engineering
10 717 (14.93%) Machine Learning
11 709 (14.76%) Data Engineering
12 670 (13.95%) Containerisation
13 628 (13.08%) Data Modelling
14 614 (12.79%) Observability
15 554 (11.54%) Test Automation
16 552 (11.50%) Continuous Improvement
17 549 (11.43%) ETL
18 515 (10.72%) Validation
19 492 (10.25%) Data Science
20 468 (9.75%) Platform Engineering
Programming Languages
1 1,617 (33.67%) SQL
2 712 (14.83%) Java
3 686 (14.29%) PowerShell
4 667 (13.89%) Bash
5 382 (7.96%) JavaScript
6 302 (6.29%) TypeScript
7 284 (5.91%) C#
8 169 (3.52%) Go
9 132 (2.75%) R
10 120 (2.50%) Shell Script
11 118 (2.46%) Bicep
12 115 (2.39%) C++
13 106 (2.21%) Scala
14 72 (1.50%) Perl
15 56 (1.17%) Data Analysis Expressions
16 53 (1.10%) Groovy
17 51 (1.06%) Rust
18 50 (1.04%) C
19 49 (1.02%) PL/SQL
20 42 (0.87%) Ruby
Qualifications
1 1,166 (24.28%) Security Cleared
2 936 (19.49%) SC Cleared
3 379 (7.89%) Degree
4 218 (4.54%) DV Cleared
5 139 (2.89%) Computer Science Degree
6 135 (2.81%) Azure Certification
7 123 (2.56%) AWS Certification
8 92 (1.92%) CISSP
9 91 (1.90%) BPSS Clearance
10 80 (1.67%) Cisco Certification
11 59 (1.23%) Master's Degree
12 46 (0.96%) Microsoft Certification
13 40 (0.83%) CCNP
14 34 (0.71%) PhD
15 33 (0.69%) VMware Certified Professional (VCP)
16 32 (0.67%) CISM
17 29 (0.60%) AWS Certified Solutions Architect
18 26 (0.54%) CCIE
19 24 (0.50%) DBS Check
20 23 (0.48%) ISTQB
Quality Assurance & Compliance
1 536 (11.16%) Data Quality
2 269 (5.60%) QA
3 108 (2.25%) NIST
4 95 (1.98%) ISO/IEC 27001
5 90 (1.87%) GDPR
6 72 (1.50%) Accessibility
7 34 (0.71%) Actionable Recommendations
7 34 (0.71%) SLA
8 29 (0.60%) NCSC
9 24 (0.50%) WCAG
10 23 (0.48%) PCI DSS
11 20 (0.42%) Sarbanes-Oxley
12 16 (0.33%) SOC 2
13 13 (0.27%) HIPAA
14 10 (0.21%) ISO 20022
15 8 (0.17%) Cyber Essentials
16 6 (0.12%) California Consumer Privacy Act
16 6 (0.12%) MiFID
16 6 (0.12%) NIST 800
17 5 (0.10%) HL7
System Software
1 828 (17.24%) Docker
2 154 (3.21%) Active Directory
3 114 (2.37%) VMware Infrastructure
4 60 (1.25%) Virtual Machines
5 46 (0.96%) Hyper-V
6 34 (0.71%) VMware NSX
7 33 (0.69%) vSphere
8 21 (0.44%) Firmware
9 20 (0.42%) VMware ESXi
10 19 (0.40%) NFS
11 12 (0.25%) Oracle RAC
12 10 (0.21%) Squid
12 10 (0.21%) Virtual Desktop
13 7 (0.15%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) PowerHA
14 5 (0.10%) Slurm Workload Manager
15 4 (0.083%) Ceph
15 4 (0.083%) Dovecot
15 4 (0.083%) HDFS
Systems Management
1 952 (19.83%) Kubernetes
2 563 (11.72%) Ansible
3 271 (5.64%) Grafana
4 202 (4.21%) Prometheus
5 77 (1.60%) Puppet
6 69 (1.44%) Progress Chef
7 60 (1.25%) Argo
8 33 (0.69%) Single Sign-On
9 26 (0.54%) Control-M
10 24 (0.50%) Istio
10 24 (0.50%) Kibana
11 23 (0.48%) Microsoft Intune
12 20 (0.42%) vCenter Server
12 20 (0.42%) ZABBIX
13 19 (0.40%) Packer
13 19 (0.40%) vRealize
14 18 (0.37%) FortiGate
14 18 (0.37%) Nagios
15 17 (0.35%) HAProxy
16 16 (0.33%) ITRS Geneos
Vendors
1 633 (13.18%) Microsoft
2 491 (10.22%) Databricks
3 304 (6.33%) Google
4 205 (4.27%) Oracle
5 187 (3.89%) Splunk
6 151 (3.14%) VMware
7 136 (2.83%) Cisco
8 133 (2.77%) OpenAI
9 112 (2.33%) ServiceNow
10 93 (1.94%) Red Hat
11 90 (1.87%) Dynatrace
12 82 (1.71%) F5
13 81 (1.69%) Palo Alto
14 77 (1.60%) IBM
15 70 (1.46%) Fortinet
16 66 (1.37%) Foundry
17 63 (1.31%) CyberArk
18 60 (1.25%) Informatica
19 59 (1.23%) SAP
20 50 (1.04%) Arista