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

6 months to
10 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,257 3,309 3,527
As % of all contract jobs in England 11.76% 13.37% 9.26%
As % of the Programming Languages category 40.34% 39.44% 31.96%
Number of daily rates quoted 2,929 2,321 2,517
10th Percentile £363 £391 £400
25th Percentile £421 £463 £463
Median daily rate (50th Percentile) £519 £575 £550
Median % change year-on-year -9.83% +4.55% -8.33%
75th Percentile £638 £695 £688
90th Percentile £750 £825 £788
UK median daily rate £512 £550 £550
% change year-on-year -6.88% - -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 £55.50 £52.50 £57.50
Median % change year-on-year +5.71% -8.70% -11.54%
75th Percentile £74.26 £66.00 £67.50
90th Percentile £80.00 £77.50 £75.31
UK median hourly rate £54.25 £43.50 £51.50
% change year-on-year +24.71% -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 10,554 8,390 11,035
As % of all contract IT jobs advertised in England 29.16% 33.89% 28.98%
Number of daily rates quoted 7,040 5,609 7,932
10th Percentile £350 £358 £350
25th Percentile £413 £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% - -5.75%
Number of hourly rates quoted 447 216 470
10th Percentile £41.94 £25.25 £35.00
25th Percentile £55.00 £40.75 £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 £68.19 £68.75
90th Percentile £77.20 £85.00 £75.15
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -6.80%

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 10 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 10 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 10 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 2,405 £550 -8.33% 974
North of England +12 662 £481 -3.75% 483
South East -6 414 £500 -6.10% 735
Yorkshire +4 354 £482 -5.95% 189
Midlands -5 285 £500 +3.41% 257
North West +14 263 £479 -4.13% 220
West Midlands -3 233 £500 - 118
South West -3 219 £538 -6.52% 289
East of England -3 122 £500 - 293
North East +11 51 £475 -7.32% 78
East Midlands -15 51 £447 +5.18% 136
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
1 220 (5.17%) Apache Spark
2 162 (3.81%) Apache Airflow
3 136 (3.19%) Confluence
4 115 (2.70%) Apache
5 65 (1.53%) SAS
6 53 (1.25%) SharePoint
7 25 (0.59%) Microsoft Exchange
8 23 (0.54%) Jupyter
9 20 (0.47%) OpenStack
10 19 (0.45%) Appian
10 19 (0.45%) Palantir Foundry
11 12 (0.28%) nginx
12 10 (0.23%) Camunda
13 6 (0.14%) ArcGIS
13 6 (0.14%) CMS
14 4 (0.094%) Apache Superset
14 4 (0.094%) Oracle Application Server
15 3 (0.070%) Ethereum
15 3 (0.070%) Hyperledger
15 3 (0.070%) IIS
Applications
1 113 (2.65%) 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 (0.094%) 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%) Cerner Millennium
7 1 (0.023%) Dynamics CRM
7 1 (0.023%) IntelliMatch
7 1 (0.023%) ION MarketView
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 1,641 (38.55%) AWS
2 1,480 (34.77%) Azure
3 698 (16.40%) GCP
4 575 (13.51%) GitHub
5 441 (10.36%) Power Platform
6 416 (9.77%) Serverless
7 316 (7.42%) Azure DevOps
8 285 (6.69%) GitHub Actions
9 279 (6.55%) Amazon S3
10 268 (6.30%) AWS Lambda
11 230 (5.40%) Azure Data Factory
12 211 (4.96%) Snowflake
13 186 (4.37%) AWS CloudFormation
14 160 (3.76%) OpenShift
15 148 (3.48%) Amazon EKS
16 139 (3.27%) Azure Synapse Analytics
17 129 (3.03%) dbt
18 124 (2.91%) Amazon ECS
19 109 (2.56%) Amazon EC2
20 102 (2.40%) Amazon CloudWatch
Communications & Networking
1 176 (4.13%) Firewall
2 124 (2.91%) DNS
3 94 (2.21%) TCP/IP
4 91 (2.14%) Network Security
5 67 (1.57%) VPN
6 53 (1.25%) BGP
7 51 (1.20%) WAN
8 46 (1.08%) HTTP
9 38 (0.89%) Wireshark
10 35 (0.82%) SSL
11 34 (0.80%) MPLS
12 31 (0.73%) DHCP
13 28 (0.66%) SD-WAN
14 27 (0.63%) LAN
15 26 (0.61%) OSPF
16 24 (0.56%) SAN
17 22 (0.52%) BIG-IP
17 22 (0.52%) VLAN
18 20 (0.47%) Multicast
18 20 (0.47%) VXLAN
Database & Business Intelligence
1 368 (8.64%) Power BI
2 330 (7.75%) PostgreSQL
3 252 (5.92%) Data Warehouse
4 198 (4.65%) NoSQL
5 192 (4.51%) Data Lake
6 175 (4.11%) Relational Database
6 175 (4.11%) SQL Server
7 139 (3.27%) Tableau
8 124 (2.91%) Big Data
9 116 (2.72%) Metadata
10 106 (2.49%) BigQuery
11 101 (2.37%) Delta Lake
12 99 (2.33%) MySQL
13 95 (2.23%) Amazon RDS
14 92 (2.16%) Amazon Redshift
15 84 (1.97%) Azure SQL Database
16 80 (1.88%) MongoDB
17 73 (1.71%) Amazon Athena
18 68 (1.60%) Hadoop
19 58 (1.36%) DynamoDB
Development Applications
1 539 (12.66%) Git
2 447 (10.50%) Jenkins
3 348 (8.17%) GitLab
4 254 (5.97%) JIRA
5 77 (1.81%) MLflow
6 73 (1.71%) Selenium
7 43 (1.01%) Postman
8 39 (0.92%) Cucumber
9 38 (0.89%) Bitbucket
10 30 (0.70%) JUnit
10 30 (0.70%) Sonatype Nexus
11 26 (0.61%) JMeter
12 25 (0.59%) SpecFlow
13 22 (0.52%) Cypress.io
14 21 (0.49%) Artifactory
15 20 (0.47%) CircleCI
15 20 (0.47%) Maven
16 19 (0.45%) Robot Framework
17 18 (0.42%) Android Studio
17 18 (0.42%) Liquibase
General
1 1,105 (25.96%) Social Skills
2 897 (21.07%) Finance
3 611 (14.35%) Analytical Skills
4 390 (9.16%) Public Sector
5 370 (8.69%) Banking
6 171 (4.02%) Front Office
7 115 (2.70%) Documentation Skills
8 87 (2.04%) Investment Banking
9 60 (1.41%) Marketing
9 60 (1.41%) Pharmaceutical
9 60 (1.41%) Retail
10 51 (1.20%) Telecoms
11 50 (1.17%) Financial Institution
12 49 (1.15%) Inclusion and Diversity
13 39 (0.92%) Legal
13 39 (0.92%) Manufacturing
14 37 (0.87%) Influencing Skills
15 31 (0.73%) Presentation Skills
16 29 (0.68%) Military
17 20 (0.47%) Electronics
Job Titles
1 806 (18.93%) Developer
2 591 (13.88%) Data Engineer
3 583 (13.70%) Senior
4 352 (8.27%) Python Developer
5 302 (7.09%) Lead
6 272 (6.39%) Architect
7 242 (5.68%) DevOps Engineer
8 238 (5.59%) Analyst
9 230 (5.40%) Software Engineer
10 214 (5.03%) Python Engineer
11 210 (4.93%) Artificial Intelligence Engineer
12 184 (4.32%) AWS Engineer
13 179 (4.20%) Data Scientist
14 131 (3.08%) Platform Engineer
15 130 (3.05%) Azure Engineer
16 127 (2.98%) Senior Developer
17 116 (2.72%) Full-Stack Developer
18 114 (2.68%) Data Analyst
19 112 (2.63%) Senior Data Engineer
20 100 (2.35%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 377 (8.86%) REST
2 320 (7.52%) React
3 300 (7.05%) Kafka
4 255 (5.99%) PySpark
5 236 (5.54%) Node.js
6 199 (4.67%) PyTorch
7 180 (4.23%) Pandas
8 173 (4.06%) .NET
9 171 (4.02%) RESTful
10 165 (3.88%) TensorFlow
11 153 (3.59%) FastAPI
12 131 (3.08%) scikit-learn
13 130 (3.05%) NumPy
14 123 (2.89%) AngularJS
15 105 (2.47%) JSON
16 102 (2.40%) LangChain
17 100 (2.35%) pytest
18 95 (2.23%) LDAP
19 93 (2.18%) Django
19 93 (2.18%) Flask
Miscellaneous
1 422 (9.91%) Cloud Native
2 163 (3.83%) Algorithms
3 161 (3.78%) Distributed Systems
4 118 (2.77%) Product Ownership
5 117 (2.75%) Equities
6 112 (2.63%) Fixed Income
7 106 (2.49%) Data Protection Act
8 102 (2.40%) Derivative
9 93 (2.18%) AI Agents
10 92 (2.16%) Data Structures
11 90 (2.11%) Onboarding
12 84 (1.97%) Security Posture
13 79 (1.86%) Enterprise Software
14 77 (1.81%) Hybrid Cloud
15 75 (1.76%) Public Cloud
16 69 (1.62%) Data Centre
17 67 (1.57%) Management Information System
18 63 (1.48%) Legacy Systems
19 55 (1.29%) Hedge funds
20 54 (1.27%) Foreign Exchange (FX)
Operating Systems
1 584 (13.72%) Linux
2 260 (6.11%) Windows
3 153 (3.59%) Unix
4 75 (1.76%) Red Hat Enterprise Linux
5 52 (1.22%) Windows Server
6 33 (0.78%) Android
7 32 (0.75%) Ubuntu
8 29 (0.68%) VMS
9 22 (0.52%) CentOS
10 18 (0.42%) Apple iOS
11 15 (0.35%) Mac OS
12 14 (0.33%) Solaris
13 11 (0.26%) AIX
14 9 (0.21%) Kali Linux
14 9 (0.21%) Windows 7
15 5 (0.12%) Debian
15 5 (0.12%) zOS
16 4 (0.094%) Amazon Linux
17 3 (0.070%) Embedded Linux
17 3 (0.070%) Robot Operating System
Processes & Methodologies
1 1,557 (36.58%) CI/CD
2 1,217 (28.59%) DevOps
3 1,013 (23.80%) Agile
4 947 (22.25%) AI
5 927 (21.78%) Problem-Solving
6 882 (20.72%) Analytics
7 731 (17.17%) Infrastructure as Code
8 716 (16.82%) Machine Learning
9 686 (16.11%) Data Pipeline
10 659 (15.48%) Containerisation
11 613 (14.40%) Data Engineering
12 587 (13.79%) ETL
13 582 (13.67%) Data Modelling
14 533 (12.52%) Data Science
15 521 (12.24%) Software Engineering
16 503 (11.82%) Test Automation
17 435 (10.22%) Business Intelligence
18 408 (9.58%) Observability
19 377 (8.86%) LLM
20 322 (7.56%) Data Governance
Programming Languages
1 1,399 (32.86%) SQL
2 635 (14.92%) Java
3 539 (12.66%) PowerShell
4 492 (11.56%) Bash
5 422 (9.91%) JavaScript
6 289 (6.79%) TypeScript
7 283 (6.65%) C#
8 203 (4.77%) Go
9 148 (3.48%) C++
10 130 (3.05%) R
11 109 (2.56%) Scala
12 102 (2.40%) Shell Script
13 80 (1.88%) Perl
14 77 (1.81%) Ruby
15 64 (1.50%) Bicep
16 55 (1.29%) Kusto Query Language
17 46 (1.08%) C
18 44 (1.03%) VBA
19 41 (0.96%) Data Analysis Expressions
20 36 (0.85%) PHP
Qualifications
1 976 (22.93%) Security Cleared
2 776 (18.23%) SC Cleared
3 393 (9.23%) Degree
4 192 (4.51%) Computer Science Degree
5 132 (3.10%) DV Cleared
6 105 (2.47%) Master's Degree
7 96 (2.26%) AWS Certification
8 88 (2.07%) Azure Certification
9 87 (2.04%) BPSS Clearance
10 86 (2.02%) CISSP
11 60 (1.41%) Cisco Certification
12 45 (1.06%) CCNP
13 43 (1.01%) CISM
14 42 (0.99%) PhD
15 30 (0.70%) Microsoft Certification
16 29 (0.68%) Microsoft Certified Professional
17 26 (0.61%) AWS Certified Solutions Architect
17 26 (0.61%) CEH
18 25 (0.59%) CCIE
18 25 (0.59%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 399 (9.37%) Data Quality
2 177 (4.16%) QA
3 161 (3.78%) GDPR
4 96 (2.26%) NIST
5 78 (1.83%) ISO/IEC 27001
6 50 (1.17%) Accessibility
7 28 (0.66%) Sarbanes-Oxley
8 25 (0.59%) PCI DSS
9 24 (0.56%) SLA
10 21 (0.49%) HIPAA
10 21 (0.49%) NCSC
11 14 (0.33%) Actionable Recommendations
12 12 (0.28%) EU AI Act
12 12 (0.28%) WCAG
13 11 (0.26%) SOC 2
14 10 (0.23%) MiFID
14 10 (0.23%) PSD2
15 9 (0.21%) Cyber Essentials
15 9 (0.21%) EMIR
16 7 (0.16%) PMO
System Software
1 818 (19.22%) Docker
2 160 (3.76%) Active Directory
3 102 (2.40%) VMware Infrastructure
4 49 (1.15%) Virtual Machines
5 48 (1.13%) vSphere
6 40 (0.94%) VMware NSX
7 21 (0.49%) Firmware
8 20 (0.47%) Hyper-V
9 15 (0.35%) KVM
10 11 (0.26%) VMware ESXi
11 10 (0.23%) Slurm Workload Manager
12 9 (0.21%) GPFS
12 9 (0.21%) HDFS
12 9 (0.21%) Lustre
13 5 (0.12%) Postfix
14 4 (0.094%) Active Directory Lightweight Directory Services
14 4 (0.094%) NFS
14 4 (0.094%) Virtual Servers
15 3 (0.070%) Ceph
15 3 (0.070%) Virtual Desktop
Systems Management
1 920 (21.61%) Terraform
2 907 (21.31%) Kubernetes
3 460 (10.81%) Ansible
4 282 (6.62%) Grafana
5 256 (6.01%) Prometheus
6 84 (1.97%) Argo
7 72 (1.69%) Puppet
8 41 (0.96%) Istio
9 37 (0.87%) Kibana
10 33 (0.78%) Nessus
11 31 (0.73%) vCenter Server
12 28 (0.66%) 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 (0.45%) Microsoft Intune
18 16 (0.38%) Kubeflow
19 15 (0.35%) ITRS Geneos
19 15 (0.35%) vRealize
Vendors
1 539 (12.66%) Microsoft
2 440 (10.34%) Databricks
3 253 (5.94%) Google
4 201 (4.72%) Splunk
5 185 (4.35%) Oracle
6 168 (3.95%) VMware
7 132 (3.10%) Red Hat
8 104 (2.44%) OpenAI
9 98 (2.30%) Cisco
10 89 (2.09%) ServiceNow
11 83 (1.95%) CyberArk
12 74 (1.74%) Foundry
13 66 (1.55%) BeyondTrust
14 57 (1.34%) F5
15 50 (1.17%) Palo Alto
16 48 (1.13%) Informatica
17 42 (0.99%) IBM
18 38 (0.89%) Atlassian
18 38 (0.89%) Dynatrace
18 38 (0.89%) SAP