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

6 months to
6 Mar 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,336 3,363 3,531
As % of all contract jobs in England 11.92% 13.16% 9.35%
As % of the Programming Languages category 40.47% 39.04% 32.11%
Number of daily rates quoted 2,969 2,326 2,530
10th Percentile £363 £393 £400
25th Percentile £421 £463 £463
Median daily rate (50th Percentile) £520 £575 £551
Median % change year-on-year -9.57% +4.45% -8.25%
75th Percentile £638 £695 £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 82 40 101
10th Percentile £27.50 £21.25 £25.38
25th Percentile £41.42 £25.25 £41.25
Median hourly rate £55.00 £51.25 £60.00
Median % change year-on-year +7.32% -14.58% -7.69%
75th Percentile £74.26 £66.38 £69.62
90th Percentile £79.95 £78.50 £76.53
UK median hourly rate £54.00 £43.50 £56.75
% change year-on-year +24.14% -23.35% -12.69%

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 10,714 8,615 10,995
As % of all contract IT jobs advertised in England 29.44% 33.71% 29.12%
Number of daily rates quoted 7,142 5,680 7,915
10th Percentile £350 £358 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £505 £525 £543
Median % change year-on-year -3.81% -3.23% -5.65%
75th Percentile £613 £650 £663
90th Percentile £726 £775 £766
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -6.25%
Number of hourly rates quoted 451 210 469
10th Percentile £41.59 £25.25 £35.50
25th Percentile £55.00 £41.25 £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 £68.56 £69.62
90th Percentile £77.50 £85.00 £76.72
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -7.69%

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 6 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 6 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 6 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 0 2,459 £550 -8.33% 1,375
North of England +11 678 £481 -4.94% 515
South East -5 419 £500 -6.10% 783
Yorkshire +2 363 £487 -9.05% 200
Midlands -1 285 £500 +2.04% 275
North West +15 273 £475 -5.00% 232
West Midlands +1 235 £500 - 128
South West -5 213 £539 -10.25% 317
East of England +1 131 £500 +1.01% 323
East Midlands -7 49 £447 +2.17% 143
North East +6 48 £500 -4.76% 89
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
1 217 (5.00%) Apache Spark
2 174 (4.01%) Apache Airflow
3 137 (3.16%) Confluence
4 115 (2.65%) Apache
5 65 (1.50%) SAS
6 51 (1.18%) SharePoint
7 26 (0.60%) Microsoft Exchange
8 23 (0.53%) Jupyter
9 22 (0.51%) OpenStack
10 20 (0.46%) Appian
11 18 (0.42%) Palantir Foundry
12 13 (0.30%) nginx
13 9 (0.21%) Camunda
14 5 (0.12%) ArcGIS
14 5 (0.12%) CMS
15 4 (0.092%) Apache Superset
15 4 (0.092%) Oracle Application Server
15 4 (0.092%) Traefik
16 3 (0.069%) Ethereum
16 3 (0.069%) Hyperledger
Applications
1 113 (2.61%) Microsoft Excel
2 29 (0.67%) Chatbot
3 25 (0.58%) Microsoft Office
4 22 (0.51%) Microsoft PowerPoint
5 21 (0.48%) MS Visio
6 10 (0.23%) Spreadsheet
7 8 (0.18%) Weka
8 3 (0.069%) LaTeX
8 3 (0.069%) Microsoft Project
9 2 (0.046%) CPLEX
10 1 (0.023%) Mozilla Thunderbird
Business Applications
1 20 (0.46%) Aladdin
2 12 (0.28%) Fidessa
3 8 (0.18%) SAP S/4HANA
4 4 (0.092%) Bloomberg AIM
5 3 (0.069%) Actimize
5 3 (0.069%) BambooHR
6 2 (0.046%) Cloudability
6 2 (0.046%) Dynamics CRM
6 2 (0.046%) Loan IQ
6 2 (0.046%) NEC Housing
6 2 (0.046%) Remedy ITSM
6 2 (0.046%) Shopify
7 1 (0.023%) Advent Geneva
7 1 (0.023%) Cerner Millennium
7 1 (0.023%) IntelliMatch
7 1 (0.023%) ION MarketView
7 1 (0.023%) NetSuite
7 1 (0.023%) Salesforce CRM
7 1 (0.023%) SAP BPC
7 1 (0.023%) SAP IBP
Cloud Services
1 1,681 (38.77%) AWS
2 1,492 (34.41%) Azure
3 718 (16.56%) GCP
4 582 (13.42%) GitHub
5 439 (10.12%) Power Platform
6 425 (9.80%) Serverless
7 312 (7.20%) Azure DevOps
8 293 (6.76%) Amazon S3
9 292 (6.73%) GitHub Actions
10 273 (6.30%) AWS Lambda
11 231 (5.33%) Azure Data Factory
12 215 (4.96%) Snowflake
13 188 (4.34%) AWS CloudFormation
14 161 (3.71%) OpenShift
15 147 (3.39%) Amazon EKS
16 139 (3.21%) Azure Synapse Analytics
17 135 (3.11%) dbt
18 126 (2.91%) Amazon ECS
19 120 (2.77%) Amazon EC2
20 115 (2.65%) Amazon CloudWatch
Communications & Networking
1 194 (4.47%) Firewall
2 140 (3.23%) DNS
3 106 (2.44%) TCP/IP
4 99 (2.28%) Network Security
5 81 (1.87%) VPN
6 57 (1.31%) BGP
7 51 (1.18%) WAN
8 48 (1.11%) HTTP
9 47 (1.08%) SSL
10 40 (0.92%) Wireshark
11 35 (0.81%) MPLS
12 30 (0.69%) DHCP
13 29 (0.67%) OSPF
14 28 (0.65%) LAN
15 27 (0.62%) SD-WAN
16 24 (0.55%) SAN
16 24 (0.55%) VLAN
17 22 (0.51%) BIG-IP
17 22 (0.51%) Wireless
18 21 (0.48%) Multicast
Database & Business Intelligence
1 365 (8.42%) Power BI
2 337 (7.77%) PostgreSQL
3 255 (5.88%) Data Warehouse
4 212 (4.89%) NoSQL
5 195 (4.50%) Data Lake
6 180 (4.15%) Relational Database
7 173 (3.99%) SQL Server
8 141 (3.25%) Tableau
9 129 (2.98%) Big Data
10 116 (2.68%) Metadata
11 106 (2.44%) BigQuery
12 101 (2.33%) MySQL
13 99 (2.28%) Delta Lake
14 97 (2.24%) Amazon RDS
15 95 (2.19%) Amazon Redshift
16 85 (1.96%) Azure SQL Database
17 84 (1.94%) MongoDB
18 72 (1.66%) Amazon Athena
18 72 (1.66%) Hadoop
19 61 (1.41%) Elasticsearch
Development Applications
1 548 (12.64%) Git
2 468 (10.79%) Jenkins
3 366 (8.44%) GitLab
4 261 (6.02%) JIRA
5 75 (1.73%) MLflow
5 75 (1.73%) Selenium
6 43 (0.99%) Postman
7 40 (0.92%) Cucumber
8 38 (0.88%) Bitbucket
9 30 (0.69%) JUnit
9 30 (0.69%) Sonatype Nexus
10 25 (0.58%) SpecFlow
11 24 (0.55%) JMeter
12 23 (0.53%) Maven
13 21 (0.48%) Artifactory
13 21 (0.48%) Cypress.io
13 21 (0.48%) Liquibase
14 20 (0.46%) CircleCI
14 20 (0.46%) Robot Framework
14 20 (0.46%) SonarQube
General
1 1,132 (26.11%) Social Skills
2 902 (20.80%) Finance
3 623 (14.37%) Analytical Skills
4 388 (8.95%) Public Sector
5 375 (8.65%) Banking
6 173 (3.99%) Front Office
7 116 (2.68%) Documentation Skills
8 90 (2.08%) Investment Banking
9 63 (1.45%) Marketing
10 61 (1.41%) Pharmaceutical
11 60 (1.38%) Retail
12 55 (1.27%) Financial Institution
13 54 (1.25%) Telecoms
14 53 (1.22%) Inclusion and Diversity
15 39 (0.90%) Legal
15 39 (0.90%) Manufacturing
16 34 (0.78%) Influencing Skills
17 32 (0.74%) Military
18 31 (0.71%) Presentation Skills
19 20 (0.46%) Electronics
Job Titles
1 807 (18.61%) Developer
2 602 (13.88%) Senior
3 601 (13.86%) Data Engineer
4 348 (8.03%) Python Developer
5 302 (6.96%) Lead
6 275 (6.34%) Architect
7 261 (6.02%) DevOps Engineer
8 242 (5.58%) Analyst
9 235 (5.42%) Software Engineer
10 218 (5.03%) Python Engineer
11 211 (4.87%) Artificial Intelligence Engineer
12 191 (4.40%) AWS Engineer
13 181 (4.17%) Data Scientist
14 132 (3.04%) Platform Engineer
15 131 (3.02%) Azure Engineer
16 130 (3.00%) Senior Developer
17 116 (2.68%) Data Analyst
17 116 (2.68%) Senior Data Engineer
18 115 (2.65%) Full-Stack Developer
19 107 (2.47%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 377 (8.69%) REST
2 324 (7.47%) React
3 303 (6.99%) Kafka
4 255 (5.88%) PySpark
5 236 (5.44%) Node.js
6 198 (4.57%) PyTorch
7 182 (4.20%) Pandas
8 181 (4.17%) RESTful
9 174 (4.01%) .NET
10 165 (3.81%) TensorFlow
11 156 (3.60%) FastAPI
12 132 (3.04%) NumPy
12 132 (3.04%) scikit-learn
13 126 (2.91%) AngularJS
14 103 (2.38%) JSON
14 103 (2.38%) LangChain
15 102 (2.35%) pytest
16 95 (2.19%) LDAP
17 94 (2.17%) Django
18 93 (2.14%) Flask
Miscellaneous
1 434 (10.01%) Cloud Native
2 170 (3.92%) Algorithms
3 167 (3.85%) Distributed Systems
4 119 (2.74%) Product Ownership
5 117 (2.70%) Equities
6 113 (2.61%) Fixed Income
7 112 (2.58%) Data Protection Act
8 102 (2.35%) Derivative
9 95 (2.19%) Data Structures
10 91 (2.10%) Onboarding
10 91 (2.10%) Security Posture
11 90 (2.08%) AI Agents
12 82 (1.89%) Enterprise Software
13 79 (1.82%) Hybrid Cloud
14 78 (1.80%) Public Cloud
15 70 (1.61%) Data Centre
15 70 (1.61%) Management Information System
16 66 (1.52%) Legacy Systems
17 60 (1.38%) Foreign Exchange (FX)
18 57 (1.31%) Hedge funds
Operating Systems
1 606 (13.98%) Linux
2 269 (6.20%) Windows
3 164 (3.78%) Unix
4 79 (1.82%) Red Hat Enterprise Linux
5 51 (1.18%) Windows Server
6 35 (0.81%) Android
6 35 (0.81%) Ubuntu
7 31 (0.71%) VMS
8 26 (0.60%) CentOS
9 19 (0.44%) Apple iOS
10 17 (0.39%) Mac OS
11 15 (0.35%) Solaris
12 9 (0.21%) Kali Linux
12 9 (0.21%) Windows 7
13 8 (0.18%) AIX
14 5 (0.12%) Amazon Linux
14 5 (0.12%) Debian
14 5 (0.12%) zOS
15 3 (0.069%) Robot Operating System
15 3 (0.069%) Windows 10
Processes & Methodologies
1 1,580 (36.44%) CI/CD
2 1,238 (28.55%) DevOps
3 1,027 (23.69%) Agile
4 947 (21.84%) AI
5 944 (21.77%) Problem-Solving
6 881 (20.32%) Analytics
7 757 (17.46%) Infrastructure as Code
8 714 (16.47%) Machine Learning
9 694 (16.01%) Data Pipeline
10 673 (15.52%) Containerisation
11 618 (14.25%) Data Engineering
12 591 (13.63%) ETL
13 585 (13.49%) Data Modelling
14 542 (12.50%) Data Science
15 530 (12.22%) Software Engineering
16 513 (11.83%) Test Automation
17 430 (9.92%) Business Intelligence
18 411 (9.48%) Observability
19 376 (8.67%) LLM
20 328 (7.56%) Validation
Programming Languages
1 1,406 (32.43%) SQL
2 645 (14.88%) Java
3 554 (12.78%) PowerShell
4 527 (12.15%) Bash
5 445 (10.26%) JavaScript
6 290 (6.69%) TypeScript
7 288 (6.64%) C#
8 213 (4.91%) Go
9 152 (3.51%) C++
10 134 (3.09%) R
11 108 (2.49%) Scala
12 104 (2.40%) Shell Script
13 87 (2.01%) Perl
14 77 (1.78%) Ruby
15 65 (1.50%) Bicep
16 57 (1.31%) Kusto Query Language
17 49 (1.13%) C
18 46 (1.06%) VBA
19 40 (0.92%) Data Analysis Expressions
20 36 (0.83%) PHP
Qualifications
1 993 (22.90%) Security Cleared
2 790 (18.22%) SC Cleared
3 401 (9.25%) Degree
4 196 (4.52%) Computer Science Degree
5 131 (3.02%) DV Cleared
6 108 (2.49%) Master's Degree
7 106 (2.44%) AWS Certification
8 93 (2.14%) Azure Certification
9 86 (1.98%) CISSP
10 85 (1.96%) BPSS Clearance
11 65 (1.50%) Cisco Certification
12 48 (1.11%) CCNP
13 42 (0.97%) CISM
14 41 (0.95%) PhD
15 34 (0.78%) VMware Certified Professional (VCP)
16 33 (0.76%) Microsoft Certification
17 29 (0.67%) AWS Certified Solutions Architect
17 29 (0.67%) Microsoft Certified Professional
18 27 (0.62%) CCIE
19 26 (0.60%) CEH
Quality Assurance & Compliance
1 393 (9.06%) Data Quality
2 180 (4.15%) QA
3 164 (3.78%) GDPR
4 98 (2.26%) NIST
5 79 (1.82%) ISO/IEC 27001
6 49 (1.13%) Accessibility
7 24 (0.55%) HIPAA
7 24 (0.55%) PCI DSS
7 24 (0.55%) Sarbanes-Oxley
7 24 (0.55%) SLA
8 21 (0.48%) NCSC
9 13 (0.30%) Actionable Recommendations
10 12 (0.28%) EU AI Act
10 12 (0.28%) SOC 2
10 12 (0.28%) WCAG
11 10 (0.23%) MiFID
11 10 (0.23%) PSD2
12 9 (0.21%) Cyber Essentials
12 9 (0.21%) EMIR
13 7 (0.16%) PMO
System Software
1 849 (19.58%) Docker
2 166 (3.83%) Active Directory
3 106 (2.44%) VMware Infrastructure
4 48 (1.11%) Virtual Machines
4 48 (1.11%) vSphere
5 41 (0.95%) VMware NSX
6 22 (0.51%) Firmware
7 20 (0.46%) Hyper-V
8 15 (0.35%) KVM
9 11 (0.25%) HDFS
9 11 (0.25%) VMware ESXi
10 10 (0.23%) Slurm Workload Manager
11 9 (0.21%) GPFS
11 9 (0.21%) Lustre
12 6 (0.14%) Postfix
13 5 (0.12%) Squid
14 4 (0.092%) Active Directory Lightweight Directory Services
14 4 (0.092%) NFS
14 4 (0.092%) Virtual Servers
15 3 (0.069%) Virtual Desktop
Systems Management
1 952 (21.96%) Terraform
2 929 (21.43%) Kubernetes
3 482 (11.12%) Ansible
4 285 (6.57%) Grafana
5 261 (6.02%) Prometheus
6 87 (2.01%) Argo
7 71 (1.64%) Puppet
8 44 (1.01%) Istio
9 40 (0.92%) Kibana
10 38 (0.88%) Nessus
11 31 (0.71%) vCenter Server
12 28 (0.65%) Control-M
13 27 (0.62%) Progress Chef
13 27 (0.62%) Single Sign-On
14 25 (0.58%) vRealize
15 24 (0.55%) IBM Guardium
16 20 (0.46%) Microsoft Intune
17 18 (0.42%) Rancher
18 17 (0.39%) ITRS Geneos
19 16 (0.37%) Kubeflow
Vendors
1 545 (12.57%) Microsoft
2 433 (9.99%) Databricks
3 258 (5.95%) Google
4 210 (4.84%) Splunk
5 199 (4.59%) Oracle
6 182 (4.20%) VMware
7 137 (3.16%) Red Hat
8 103 (2.38%) Cisco
8 103 (2.38%) OpenAI
9 96 (2.21%) ServiceNow
10 81 (1.87%) CyberArk
11 73 (1.68%) Foundry
12 70 (1.61%) F5
13 65 (1.50%) BeyondTrust
13 65 (1.50%) Palo Alto
14 50 (1.15%) Informatica
15 42 (0.97%) IBM
16 38 (0.88%) Atlassian
16 38 (0.88%) SAP
17 37 (0.85%) Dynatrace