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 11 March 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,283 3,297 3,529
As % of all contract jobs in England 11.80% 13.36% 9.26%
As % of the Programming Languages category 40.49% 39.41% 31.98%
Number of daily rates quoted 2,944 2,318 2,519
10th Percentile £363 £393 £400
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £520 £574 £550
Median % change year-on-year -9.37% +4.32% -8.33%
75th Percentile £638 £693 £688
90th Percentile £750 £825 £788
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 81 41 99
10th Percentile £27.50 £21.25 £24.85
25th Percentile £41.94 £25.25 £40.00
Median hourly rate £57.77 £52.50 £57.50
Median % change year-on-year +10.03% -8.70% -11.54%
75th Percentile £74.26 £66.00 £67.50
90th Percentile £80.20 £77.50 £75.31
UK median hourly rate £54.75 £43.50 £51.50
% change year-on-year +25.86% -15.53% -20.77%

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 10,579 8,366 11,035
As % of all contract IT jobs advertised in England 29.14% 33.89% 28.97%
Number of daily rates quoted 7,052 5,596 7,932
10th Percentile £351 £358 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £505 £525 £540
Median % change year-on-year -3.81% -2.78% -6.09%
75th Percentile £613 £650 £660
90th Percentile £726 £775 £763
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -5.70%
Number of hourly rates quoted 451 215 470
10th Percentile £41.94 £25.25 £35.00
25th Percentile £55.00 £40.25 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -7.69%
75th Percentile £70.00 £68.00 £68.75
90th Percentile £77.50 £85.00 £75.15
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -5.51%

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 11 March 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 11 March 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 11 March 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 -2 2,426 £550 -8.33% 953
North of England +12 665 £481 -3.75% 451
South East -6 414 £500 -6.10% 696
Yorkshire +3 355 £482 -7.08% 180
Midlands -4 284 £500 +2.04% 235
North West +14 265 £479 -4.13% 198
West Midlands -4 233 £500 - 109
South West -2 220 £538 -6.52% 269
East of England -3 124 £500 +1.01% 264
North East +15 51 £475 -7.32% 78
East Midlands -17 50 £447 +5.18% 126
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
1 224 (5.23%) Apache Spark
2 163 (3.81%) Apache Airflow
3 136 (3.18%) Confluence
4 117 (2.73%) Apache
5 65 (1.52%) SAS
6 53 (1.24%) SharePoint
7 25 (0.58%) Microsoft Exchange
8 23 (0.54%) Jupyter
9 20 (0.47%) OpenStack
9 20 (0.47%) Palantir Foundry
10 19 (0.44%) Appian
11 12 (0.28%) nginx
12 10 (0.23%) Camunda
13 6 (0.14%) ArcGIS
13 6 (0.14%) CMS
14 4 (0.093%) Apache Superset
14 4 (0.093%) Oracle Application Server
15 3 (0.070%) Ethereum
15 3 (0.070%) IIS
15 3 (0.070%) WebSphere
Applications
1 113 (2.64%) Microsoft Excel
2 29 (0.68%) Chatbot
3 24 (0.56%) Microsoft Office
4 21 (0.49%) MS Visio
5 20 (0.47%) Microsoft PowerPoint
6 11 (0.26%) Spreadsheet
7 8 (0.19%) Weka
8 3 (0.070%) LaTeX
8 3 (0.070%) Microsoft Project
9 2 (0.047%) CPLEX
Business Applications
1 24 (0.56%) Aladdin
2 12 (0.28%) Fidessa
3 8 (0.19%) SAP S/4HANA
4 4 (0.093%) Bloomberg AIM
5 3 (0.070%) Actimize
5 3 (0.070%) BambooHR
6 2 (0.047%) Cloudability
6 2 (0.047%) Loan IQ
6 2 (0.047%) NEC Housing
6 2 (0.047%) NetSuite
6 2 (0.047%) Remedy ITSM
6 2 (0.047%) Shopify
7 1 (0.023%) Dynamics CRM
7 1 (0.023%) IntelliMatch
7 1 (0.023%) ION MarketView
7 1 (0.023%) Odoo
7 1 (0.023%) RMDS
7 1 (0.023%) Salesforce CRM
7 1 (0.023%) SAP BPC
7 1 (0.023%) SimCorp Dimension
Cloud Services
1 1,652 (38.57%) AWS
2 1,492 (34.84%) Azure
3 702 (16.39%) GCP
4 581 (13.57%) GitHub
5 443 (10.34%) Power Platform
6 418 (9.76%) Serverless
7 320 (7.47%) Azure DevOps
8 287 (6.70%) GitHub Actions
9 285 (6.65%) Amazon S3
10 269 (6.28%) AWS Lambda
11 233 (5.44%) Azure Data Factory
12 213 (4.97%) Snowflake
13 186 (4.34%) AWS CloudFormation
14 161 (3.76%) OpenShift
15 148 (3.46%) Amazon EKS
16 143 (3.34%) Azure Synapse Analytics
17 130 (3.04%) dbt
18 125 (2.92%) Amazon ECS
19 109 (2.54%) Amazon EC2
20 102 (2.38%) Amazon CloudWatch
Communications & Networking
1 178 (4.16%) Firewall
2 127 (2.97%) DNS
3 96 (2.24%) TCP/IP
4 91 (2.12%) Network Security
5 69 (1.61%) VPN
6 54 (1.26%) BGP
7 53 (1.24%) WAN
8 47 (1.10%) HTTP
9 38 (0.89%) Wireshark
10 36 (0.84%) SSL
11 34 (0.79%) MPLS
12 32 (0.75%) DHCP
13 28 (0.65%) LAN
13 28 (0.65%) SD-WAN
14 26 (0.61%) OSPF
15 23 (0.54%) SAN
16 22 (0.51%) BIG-IP
16 22 (0.51%) VLAN
17 21 (0.49%) Multicast
17 21 (0.49%) VXLAN
Database & Business Intelligence
1 370 (8.64%) Power BI
2 330 (7.70%) PostgreSQL
3 254 (5.93%) Data Warehouse
4 200 (4.67%) NoSQL
5 195 (4.55%) Data Lake
6 177 (4.13%) SQL Server
7 175 (4.09%) Relational Database
8 139 (3.25%) Tableau
9 127 (2.97%) Big Data
10 116 (2.71%) Metadata
11 106 (2.47%) BigQuery
12 102 (2.38%) Delta Lake
13 99 (2.31%) MySQL
14 95 (2.22%) Amazon RDS
15 93 (2.17%) Amazon Redshift
16 86 (2.01%) Azure SQL Database
17 80 (1.87%) MongoDB
18 73 (1.70%) Amazon Athena
19 70 (1.63%) Hadoop
20 59 (1.38%) DynamoDB
Development Applications
1 541 (12.63%) Git
2 450 (10.51%) Jenkins
3 350 (8.17%) GitLab
4 255 (5.95%) JIRA
5 77 (1.80%) MLflow
6 76 (1.77%) Selenium
7 43 (1.00%) Postman
8 39 (0.91%) Cucumber
9 38 (0.89%) Bitbucket
10 31 (0.72%) JUnit
11 30 (0.70%) Sonatype Nexus
12 28 (0.65%) JMeter
13 25 (0.58%) SpecFlow
14 22 (0.51%) Cypress.io
15 21 (0.49%) Artifactory
16 20 (0.47%) CircleCI
16 20 (0.47%) Maven
17 19 (0.44%) Robot Framework
18 18 (0.42%) Gatling
18 18 (0.42%) Liquibase
General
1 1,109 (25.89%) Social Skills
2 897 (20.94%) Finance
3 613 (14.31%) Analytical Skills
4 395 (9.22%) Public Sector
5 370 (8.64%) Banking
6 173 (4.04%) Front Office
7 116 (2.71%) Documentation Skills
8 86 (2.01%) Investment Banking
9 60 (1.40%) Marketing
10 59 (1.38%) Pharmaceutical
10 59 (1.38%) Retail
11 50 (1.17%) Financial Institution
11 50 (1.17%) Telecoms
12 49 (1.14%) Inclusion and Diversity
13 39 (0.91%) Legal
13 39 (0.91%) Manufacturing
14 37 (0.86%) Influencing Skills
15 32 (0.75%) Presentation Skills
16 29 (0.68%) Military
17 21 (0.49%) Electronics
Job Titles
1 813 (18.98%) Developer
2 601 (14.03%) Data Engineer
3 587 (13.71%) Senior
4 356 (8.31%) Python Developer
5 303 (7.07%) Lead
6 278 (6.49%) Architect
7 241 (5.63%) DevOps Engineer
8 236 (5.51%) Analyst
9 230 (5.37%) Software Engineer
10 217 (5.07%) Python Engineer
11 209 (4.88%) Artificial Intelligence Engineer
12 185 (4.32%) AWS Engineer
13 175 (4.09%) Data Scientist
14 132 (3.08%) Azure Engineer
15 131 (3.06%) Platform Engineer
16 128 (2.99%) Senior Developer
17 118 (2.76%) Full-Stack Developer
18 113 (2.64%) Data Analyst
18 113 (2.64%) Senior Data Engineer
19 101 (2.36%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 379 (8.85%) REST
2 324 (7.56%) React
3 306 (7.14%) Kafka
4 259 (6.05%) PySpark
5 237 (5.53%) Node.js
6 200 (4.67%) PyTorch
7 180 (4.20%) Pandas
8 174 (4.06%) .NET
9 171 (3.99%) RESTful
10 165 (3.85%) TensorFlow
11 153 (3.57%) FastAPI
12 131 (3.06%) NumPy
13 130 (3.04%) scikit-learn
14 124 (2.90%) AngularJS
15 107 (2.50%) JSON
16 104 (2.43%) LangChain
17 100 (2.33%) pytest
18 95 (2.22%) LDAP
19 94 (2.19%) Flask
20 93 (2.17%) Django
Miscellaneous
1 428 (9.99%) Cloud Native
2 164 (3.83%) Algorithms
3 162 (3.78%) Distributed Systems
4 119 (2.78%) Equities
5 118 (2.76%) Product Ownership
6 113 (2.64%) Fixed Income
7 107 (2.50%) Data Protection Act
8 103 (2.40%) Derivative
9 94 (2.19%) AI Agents
10 92 (2.15%) Data Structures
11 90 (2.10%) Onboarding
12 85 (1.98%) Security Posture
13 81 (1.89%) Enterprise Software
14 80 (1.87%) Hybrid Cloud
15 75 (1.75%) Public Cloud
16 71 (1.66%) Data Centre
17 68 (1.59%) Management Information System
18 64 (1.49%) Legacy Systems
19 58 (1.35%) Hedge funds
20 54 (1.26%) Foreign Exchange (FX)
Operating Systems
1 585 (13.66%) Linux
2 263 (6.14%) Windows
3 152 (3.55%) Unix
4 76 (1.77%) Red Hat Enterprise Linux
5 53 (1.24%) Windows Server
6 32 (0.75%) Android
6 32 (0.75%) Ubuntu
7 29 (0.68%) VMS
8 22 (0.51%) CentOS
9 18 (0.42%) Apple iOS
10 15 (0.35%) Mac OS
11 14 (0.33%) Solaris
12 11 (0.26%) AIX
13 9 (0.21%) Kali Linux
13 9 (0.21%) Windows 7
14 5 (0.12%) Debian
14 5 (0.12%) zOS
15 4 (0.093%) Amazon Linux
16 3 (0.070%) Embedded Linux
16 3 (0.070%) Robot Operating System
Processes & Methodologies
1 1,572 (36.70%) CI/CD
2 1,229 (28.69%) DevOps
3 1,014 (23.67%) Agile
4 951 (22.20%) AI
5 930 (21.71%) Problem-Solving
6 888 (20.73%) Analytics
7 735 (17.16%) Infrastructure as Code
8 720 (16.81%) Machine Learning
9 695 (16.23%) Data Pipeline
10 665 (15.53%) Containerisation
11 618 (14.43%) Data Engineering
12 593 (13.85%) ETL
13 589 (13.75%) Data Modelling
14 532 (12.42%) Data Science
15 521 (12.16%) Software Engineering
16 507 (11.84%) Test Automation
17 436 (10.18%) Business Intelligence
18 411 (9.60%) Observability
19 376 (8.78%) LLM
20 326 (7.61%) Data Governance
Programming Languages
1 1,409 (32.90%) SQL
2 639 (14.92%) Java
3 543 (12.68%) PowerShell
4 496 (11.58%) Bash
5 425 (9.92%) JavaScript
6 292 (6.82%) TypeScript
7 283 (6.61%) C#
8 203 (4.74%) Go
9 147 (3.43%) C++
10 129 (3.01%) R
11 110 (2.57%) Scala
12 102 (2.38%) Shell Script
13 80 (1.87%) Perl
14 77 (1.80%) Ruby
15 65 (1.52%) Bicep
16 55 (1.28%) Kusto Query Language
17 46 (1.07%) C
18 44 (1.03%) VBA
19 42 (0.98%) Data Analysis Expressions
20 35 (0.82%) PHP
Qualifications
1 984 (22.97%) Security Cleared
2 780 (18.21%) SC Cleared
3 394 (9.20%) Degree
4 194 (4.53%) Computer Science Degree
5 134 (3.13%) DV Cleared
6 106 (2.47%) Master's Degree
7 96 (2.24%) AWS Certification
8 88 (2.05%) Azure Certification
9 86 (2.01%) BPSS Clearance
9 86 (2.01%) CISSP
10 61 (1.42%) Cisco Certification
11 46 (1.07%) CCNP
12 43 (1.00%) CISM
13 42 (0.98%) PhD
14 30 (0.70%) Microsoft Certification
15 29 (0.68%) Microsoft Certified Professional
16 26 (0.61%) AWS Certified Solutions Architect
16 26 (0.61%) CEH
17 25 (0.58%) CCIE
17 25 (0.58%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 402 (9.39%) Data Quality
2 179 (4.18%) QA
3 163 (3.81%) GDPR
4 97 (2.26%) NIST
5 81 (1.89%) ISO/IEC 27001
6 50 (1.17%) Accessibility
7 28 (0.65%) Sarbanes-Oxley
8 25 (0.58%) PCI DSS
9 24 (0.56%) SLA
10 21 (0.49%) HIPAA
10 21 (0.49%) NCSC
11 15 (0.35%) Actionable Recommendations
12 12 (0.28%) EU AI Act
12 12 (0.28%) SOC 2
12 12 (0.28%) WCAG
13 10 (0.23%) MiFID
13 10 (0.23%) PSD2
14 9 (0.21%) Cyber Essentials
14 9 (0.21%) EMIR
15 7 (0.16%) PMO
System Software
1 824 (19.24%) Docker
2 160 (3.74%) Active Directory
3 102 (2.38%) VMware Infrastructure
4 49 (1.14%) Virtual Machines
4 49 (1.14%) vSphere
5 41 (0.96%) VMware NSX
6 21 (0.49%) Firmware
7 20 (0.47%) Hyper-V
8 15 (0.35%) KVM
9 11 (0.26%) VMware ESXi
10 10 (0.23%) Slurm Workload Manager
11 9 (0.21%) GPFS
11 9 (0.21%) HDFS
11 9 (0.21%) Lustre
12 5 (0.12%) Postfix
13 4 (0.093%) Active Directory Lightweight Directory Services
13 4 (0.093%) NFS
13 4 (0.093%) Virtual Desktop
13 4 (0.093%) Virtual Servers
14 3 (0.070%) Ceph
Systems Management
1 926 (21.62%) Terraform
2 915 (21.36%) Kubernetes
3 462 (10.79%) Ansible
4 284 (6.63%) Grafana
5 256 (5.98%) Prometheus
6 85 (1.98%) Argo
7 72 (1.68%) Puppet
8 41 (0.96%) Istio
9 37 (0.86%) Kibana
10 33 (0.77%) Nessus
11 32 (0.75%) vCenter Server
12 28 (0.65%) Progress Chef
13 26 (0.61%) Control-M
14 24 (0.56%) IBM Guardium
15 23 (0.54%) Single Sign-On
16 20 (0.47%) Rancher
17 19 (0.44%) Microsoft Intune
18 16 (0.37%) Kubeflow
19 15 (0.35%) ITRS Geneos
19 15 (0.35%) vRealize
Vendors
1 540 (12.61%) Microsoft
2 442 (10.32%) Databricks
3 257 (6.00%) Google
4 202 (4.72%) Splunk
5 184 (4.30%) Oracle
6 168 (3.92%) VMware
7 134 (3.13%) Red Hat
8 105 (2.45%) OpenAI
9 98 (2.29%) Cisco
10 88 (2.05%) ServiceNow
11 83 (1.94%) CyberArk
12 75 (1.75%) Foundry
13 66 (1.54%) BeyondTrust
14 58 (1.35%) F5
15 51 (1.19%) Palo Alto
16 49 (1.14%) Informatica
17 43 (1.00%) IBM
18 39 (0.91%) Dynatrace
19 38 (0.89%) Atlassian
19 38 (0.89%) SAP