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

6 months to
25 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,364 3,248 3,501
As % of all contract jobs in England 11.63% 13.38% 9.28%
As % of the Programming Languages category 40.75% 39.56% 32.10%
Number of daily rates quoted 3,013 2,333 2,519
10th Percentile £363 £391 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £520 £565 £550
Median % change year-on-year -7.96% +2.73% -8.33%
75th Percentile £625 £695 £688
90th Percentile £750 £838 £800
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 86 43 89
10th Percentile £27.00 £21.25 £22.60
25th Percentile £37.69 £25.75 £37.50
Median hourly rate £54.75 £52.50 £52.50
Median % change year-on-year +4.29% - -19.23%
75th Percentile £74.26 £66.00 £66.75
90th Percentile £80.10 £78.46 £72.50
UK median hourly rate £52.50 £43.50 £50.00
% change year-on-year +20.69% -13.00% -23.08%

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 10,708 8,211 10,905
As % of all contract IT jobs advertised in England 28.55% 33.82% 28.91%
Number of daily rates quoted 7,126 5,591 7,883
10th Percentile £353 £360 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £502 £525 £538
Median % change year-on-year -4.48% -2.33% -5.70%
75th Percentile £613 £650 £656
90th Percentile £725 £775 £774
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 472 215 441
10th Percentile £41.62 £25.25 £35.00
25th Percentile £55.00 £41.38 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -4.00%
75th Percentile £70.00 £68.75 £68.75
90th Percentile £76.25 £85.00 £75.00
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -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 25 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 25 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 25 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 -3 2,476 £550 -8.33% 1,152
North of England +13 669 £475 -5.00% 475
South East -6 408 £500 -5.44% 576
Yorkshire +2 355 £482 -3.60% 164
Midlands -1 285 £498 +4.84% 255
North West +11 269 £475 -4.19% 230
South West -2 232 £525 -8.70% 280
West Midlands +1 228 £500 - 130
East of England -2 131 £500 +2.04% 219
East Midlands -15 56 £450 +5.88% 125
North East +14 53 £488 -2.50% 83
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
1 226 (5.18%) Apache Spark
2 170 (3.90%) Apache Airflow
3 142 (3.25%) Confluence
4 124 (2.84%) Apache
5 63 (1.44%) SAS
6 52 (1.19%) SharePoint
7 24 (0.55%) Microsoft Exchange
8 23 (0.53%) Jupyter
9 20 (0.46%) OpenStack
9 20 (0.46%) Palantir Foundry
10 15 (0.34%) Appian
11 12 (0.27%) nginx
12 11 (0.25%) Camunda
13 8 (0.18%) CMS
14 7 (0.16%) Apache Superset
14 7 (0.16%) ArcGIS
15 4 (0.092%) Oracle Application Server
15 4 (0.092%) WebSphere
16 3 (0.069%) IBM HTTP Server
16 3 (0.069%) WebSphere Application Server
Applications
1 123 (2.82%) Microsoft Excel
2 27 (0.62%) Chatbot
3 26 (0.60%) Microsoft Office
4 22 (0.50%) Microsoft PowerPoint
5 20 (0.46%) MS Visio
6 16 (0.37%) Spreadsheet
7 8 (0.18%) Weka
8 4 (0.092%) CPLEX
8 4 (0.092%) Microsoft Project
9 3 (0.069%) LaTeX
10 1 (0.023%) OrCAD
Business Applications
1 25 (0.57%) Aladdin
2 12 (0.27%) Fidessa
3 10 (0.23%) SAP S/4HANA
4 5 (0.11%) Oracle EBS
5 4 (0.092%) Bloomberg AIM
6 3 (0.069%) Actimize
6 3 (0.069%) BambooHR
7 2 (0.046%) Cloudability
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Remedy ITSM
8 1 (0.023%) Advent Geneva
8 1 (0.023%) Cerner Millennium
8 1 (0.023%) IntelliMatch
8 1 (0.023%) Loan IQ
8 1 (0.023%) Odoo
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) Sprinklr
Cloud Services
1 1,679 (38.47%) AWS
2 1,553 (35.59%) Azure
3 710 (16.27%) GCP
4 610 (13.98%) GitHub
5 447 (10.24%) Power Platform
6 414 (9.49%) Serverless
7 345 (7.91%) Azure DevOps
8 307 (7.03%) GitHub Actions
9 293 (6.71%) Amazon S3
10 274 (6.28%) AWS Lambda
11 252 (5.77%) Azure Data Factory
12 212 (4.86%) Snowflake
13 184 (4.22%) AWS CloudFormation
14 167 (3.83%) OpenShift
15 149 (3.41%) Azure Synapse Analytics
16 146 (3.35%) Amazon EKS
17 136 (3.12%) dbt
18 125 (2.86%) Amazon ECS
19 108 (2.47%) Amazon EC2
20 103 (2.36%) Amazon CloudWatch
Communications & Networking
1 172 (3.94%) Firewall
2 129 (2.96%) DNS
3 95 (2.18%) Network Security
4 89 (2.04%) TCP/IP
5 74 (1.70%) VPN
6 62 (1.42%) BGP
7 58 (1.33%) WAN
8 44 (1.01%) HTTP
9 37 (0.85%) MPLS
10 36 (0.82%) Wireshark
11 32 (0.73%) OSPF
11 32 (0.73%) SSL
12 29 (0.66%) DHCP
12 29 (0.66%) LAN
13 27 (0.62%) SD-WAN
14 26 (0.60%) SAN
15 25 (0.57%) VLAN
16 24 (0.55%) SNMP
17 23 (0.53%) Multicast
18 22 (0.50%) VXLAN
Database & Business Intelligence
1 373 (8.55%) Power BI
2 310 (7.10%) PostgreSQL
3 256 (5.87%) Data Warehouse
4 200 (4.58%) Data Lake
5 189 (4.33%) NoSQL
6 178 (4.08%) SQL Server
7 175 (4.01%) Relational Database
8 148 (3.39%) Tableau
9 125 (2.86%) Metadata
10 118 (2.70%) Big Data
11 113 (2.59%) Delta Lake
12 103 (2.36%) BigQuery
13 93 (2.13%) Amazon Redshift
13 93 (2.13%) MySQL
14 92 (2.11%) Amazon RDS
15 83 (1.90%) Azure SQL Database
16 79 (1.81%) MongoDB
17 73 (1.67%) Amazon Athena
18 64 (1.47%) Hadoop
19 57 (1.31%) DynamoDB
Development Applications
1 553 (12.67%) Git
2 459 (10.52%) Jenkins
3 349 (8.00%) GitLab
4 254 (5.82%) JIRA
5 79 (1.81%) MLflow
6 74 (1.70%) Selenium
7 45 (1.03%) Postman
8 39 (0.89%) Bitbucket
9 38 (0.87%) Cucumber
10 33 (0.76%) JUnit
11 29 (0.66%) JMeter
12 27 (0.62%) Sonatype Nexus
13 26 (0.60%) Artifactory
14 25 (0.57%) SpecFlow
15 23 (0.53%) Cypress.io
16 22 (0.50%) Gatling
17 21 (0.48%) Maven
18 20 (0.46%) Robot Framework
19 18 (0.41%) PyCharm
20 17 (0.39%) REST Assured
General
1 1,108 (25.39%) Social Skills
2 909 (20.83%) Finance
3 625 (14.32%) Analytical Skills
4 406 (9.30%) Public Sector
5 365 (8.36%) Banking
6 172 (3.94%) Front Office
7 118 (2.70%) Documentation Skills
8 83 (1.90%) Investment Banking
9 63 (1.44%) Marketing
10 56 (1.28%) Pharmaceutical
10 56 (1.28%) Retail
11 52 (1.19%) Telecoms
12 51 (1.17%) Inclusion and Diversity
13 50 (1.15%) Financial Institution
14 45 (1.03%) Legal
15 43 (0.99%) Influencing Skills
16 38 (0.87%) Manufacturing
17 31 (0.71%) Presentation Skills
18 26 (0.60%) Military
19 24 (0.55%) Publishing
Job Titles
1 812 (18.61%) Developer
2 636 (14.57%) Data Engineer
3 592 (13.57%) Senior
4 362 (8.30%) Python Developer
5 306 (7.01%) Lead
6 295 (6.76%) Architect
7 239 (5.48%) DevOps Engineer
8 237 (5.43%) Analyst
9 224 (5.13%) Software Engineer
10 213 (4.88%) Python Engineer
11 210 (4.81%) Artificial Intelligence Engineer
12 178 (4.08%) AWS Engineer
13 175 (4.01%) Data Scientist
14 145 (3.32%) Platform Engineer
15 139 (3.19%) Azure Engineer
16 127 (2.91%) Senior Developer
17 119 (2.73%) Data Analyst
18 115 (2.64%) Senior Data Engineer
19 114 (2.61%) Full-Stack Developer
20 103 (2.36%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 384 (8.80%) REST
2 314 (7.20%) Kafka
3 311 (7.13%) React
4 270 (6.19%) PySpark
5 225 (5.16%) Node.js
6 194 (4.45%) Pandas
7 190 (4.35%) PyTorch
8 182 (4.17%) .NET
9 163 (3.74%) RESTful
10 157 (3.60%) TensorFlow
11 137 (3.14%) scikit-learn
12 135 (3.09%) FastAPI
12 135 (3.09%) NumPy
13 125 (2.86%) AngularJS
14 119 (2.73%) JSON
15 98 (2.25%) LDAP
16 97 (2.22%) Flask
16 97 (2.22%) LangChain
17 96 (2.20%) Django
18 94 (2.15%) pytest
Miscellaneous
1 453 (10.38%) Cloud Native
2 182 (4.17%) Distributed Systems
3 163 (3.74%) Algorithms
4 125 (2.86%) Product Ownership
5 119 (2.73%) Equities
6 117 (2.68%) Fixed Income
7 104 (2.38%) Derivative
8 100 (2.29%) Data Protection Act
9 94 (2.15%) Data Structures
10 93 (2.13%) Hybrid Cloud
11 92 (2.11%) AI Agents
12 84 (1.92%) Enterprise Software
13 81 (1.86%) Onboarding
14 80 (1.83%) Security Posture
15 78 (1.79%) Data Centre
16 76 (1.74%) Public Cloud
17 72 (1.65%) Legacy Systems
18 66 (1.51%) Management Information System
19 53 (1.21%) Hedge funds
20 48 (1.10%) Foreign Exchange (FX)
Operating Systems
1 585 (13.41%) Linux
2 261 (5.98%) Windows
3 156 (3.57%) Unix
4 81 (1.86%) Red Hat Enterprise Linux
5 53 (1.21%) Windows Server
6 33 (0.76%) VMS
7 32 (0.73%) Ubuntu
8 30 (0.69%) Android
9 17 (0.39%) CentOS
10 16 (0.37%) AIX
11 14 (0.32%) Apple iOS
11 14 (0.32%) Mac OS
11 14 (0.32%) Solaris
12 9 (0.21%) Windows 7
13 7 (0.16%) Kali Linux
14 6 (0.14%) Debian
15 5 (0.11%) zOS
16 4 (0.092%) Amazon Linux
16 4 (0.092%) Embedded Linux
16 4 (0.092%) Rocky
Processes & Methodologies
1 1,612 (36.94%) CI/CD
2 1,273 (29.17%) DevOps
3 1,007 (23.08%) Agile
4 970 (22.23%) AI
5 933 (21.38%) Analytics
6 921 (21.10%) Problem-Solving
7 759 (17.39%) Infrastructure as Code
8 717 (16.43%) Data Pipeline
9 707 (16.20%) Machine Learning
10 679 (15.56%) Containerisation
11 646 (14.80%) Data Engineering
12 608 (13.93%) Data Modelling
13 592 (13.57%) ETL
14 537 (12.31%) Data Science
15 522 (11.96%) Software Engineering
16 516 (11.82%) Test Automation
17 447 (10.24%) Business Intelligence
18 421 (9.65%) Observability
19 365 (8.36%) LLM
20 336 (7.70%) Data Governance
Programming Languages
1 1,454 (33.32%) SQL
2 668 (15.31%) Java
3 568 (13.02%) PowerShell
4 502 (11.50%) Bash
5 412 (9.44%) JavaScript
6 293 (6.71%) C#
7 292 (6.69%) TypeScript
8 198 (4.54%) Go
9 142 (3.25%) C++
10 140 (3.21%) R
11 116 (2.66%) Scala
12 95 (2.18%) Shell Script
13 89 (2.04%) Ruby
14 72 (1.65%) Bicep
15 71 (1.63%) Perl
16 52 (1.19%) Kusto Query Language
17 44 (1.01%) C
17 44 (1.01%) Data Analysis Expressions
18 37 (0.85%) VBA
19 36 (0.82%) T-SQL
Qualifications
1 1,013 (23.21%) Security Cleared
2 805 (18.45%) SC Cleared
3 393 (9.01%) Degree
4 192 (4.40%) Computer Science Degree
5 135 (3.09%) DV Cleared
6 107 (2.45%) Master's Degree
7 92 (2.11%) BPSS Clearance
8 90 (2.06%) Azure Certification
9 89 (2.04%) AWS Certification
10 87 (1.99%) CISSP
11 61 (1.40%) Cisco Certification
12 45 (1.03%) CCNP
12 45 (1.03%) CISM
13 42 (0.96%) PhD
14 30 (0.69%) VMware Certified Professional (VCP)
15 29 (0.66%) Microsoft Certification
16 25 (0.57%) AWS Certified Solutions Architect
17 24 (0.55%) CCIE
17 24 (0.55%) CEH
18 23 (0.53%) Microsoft Certified Professional
Quality Assurance & Compliance
1 427 (9.78%) Data Quality
2 182 (4.17%) QA
3 164 (3.76%) GDPR
4 95 (2.18%) NIST
5 84 (1.92%) ISO/IEC 27001
6 52 (1.19%) Accessibility
7 28 (0.64%) Sarbanes-Oxley
8 25 (0.57%) PCI DSS
9 24 (0.55%) SLA
10 22 (0.50%) NCSC
11 21 (0.48%) HIPAA
12 15 (0.34%) WCAG
13 14 (0.32%) Actionable Recommendations
14 11 (0.25%) PSD2
14 11 (0.25%) SOC 2
15 10 (0.23%) MiFID
16 9 (0.21%) Cyber Essentials
17 8 (0.18%) California Consumer Privacy Act
17 8 (0.18%) EU AI Act
17 8 (0.18%) PMO
System Software
1 818 (18.74%) Docker
2 157 (3.60%) Active Directory
3 102 (2.34%) VMware Infrastructure
4 55 (1.26%) vSphere
5 52 (1.19%) Virtual Machines
6 47 (1.08%) VMware NSX
7 25 (0.57%) Firmware
8 20 (0.46%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.27%) VMware ESXi
11 9 (0.21%) GPFS
11 9 (0.21%) Lustre
11 9 (0.21%) Slurm Workload Manager
12 8 (0.18%) HDFS
13 5 (0.11%) Postfix
14 4 (0.092%) Active Directory Lightweight Directory Services
14 4 (0.092%) Virtual Desktop
14 4 (0.092%) Virtual Servers
15 3 (0.069%) Ceph
15 3 (0.069%) Embedded Firmware
Systems Management
1 944 (21.63%) Terraform
2 904 (20.71%) Kubernetes
3 459 (10.52%) Ansible
4 286 (6.55%) Grafana
5 255 (5.84%) Prometheus
6 89 (2.04%) Argo
7 71 (1.63%) Puppet
8 40 (0.92%) Istio
9 38 (0.87%) vCenter Server
10 32 (0.73%) Kibana
11 28 (0.64%) Progress Chef
12 25 (0.57%) Nessus
13 23 (0.53%) Single Sign-On
14 22 (0.50%) Rancher
15 21 (0.48%) vRealize
16 19 (0.44%) Control-M
17 18 (0.41%) Kubeflow
18 17 (0.39%) Microsoft Intune
19 16 (0.37%) IBM Guardium
20 15 (0.34%) Nagios
Vendors
1 548 (12.56%) Microsoft
2 470 (10.77%) Databricks
3 254 (5.82%) Google
4 199 (4.56%) Splunk
5 191 (4.38%) Oracle
6 173 (3.96%) VMware
7 141 (3.23%) Red Hat
8 103 (2.36%) OpenAI
9 100 (2.29%) Cisco
10 89 (2.04%) ServiceNow
11 82 (1.88%) CyberArk
12 71 (1.63%) Foundry
13 67 (1.54%) BeyondTrust
14 57 (1.31%) F5
15 52 (1.19%) Palo Alto
16 51 (1.17%) Informatica
17 50 (1.15%) IBM
18 44 (1.01%) Dynatrace
19 39 (0.89%) SAP
20 37 (0.85%) Atlassian