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

6 months to
30 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,401 3,261 3,501
As % of all contract jobs in England 11.60% 13.34% 9.29%
As % of the Programming Languages category 40.83% 39.61% 32.05%
Number of daily rates quoted 3,030 2,352 2,523
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 £696 £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 95 43 87
10th Percentile £26.90 £21.25 £22.00
25th Percentile £37.88 £25.75 £37.50
Median hourly rate £55.00 £47.50 £55.00
Median % change year-on-year +15.79% -13.64% -15.38%
75th Percentile £74.26 £65.50 £66.88
90th Percentile £80.12 £77.00 £72.50
UK median hourly rate £54.00 £42.50 £50.00
% change year-on-year +27.06% -15.00% -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 10,779 8,232 10,923
As % of all contract IT jobs advertised in England 28.42% 33.67% 28.99%
Number of daily rates quoted 7,170 5,640 7,901
10th Percentile £355 £359 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.42% -5.45%
75th Percentile £613 £650 £656
90th Percentile £725 £775 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 488 217 438
10th Percentile £41.25 £25.25 £35.00
25th Percentile £55.00 £39.25 £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 £68.56
90th Percentile £77.00 £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 30 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 30 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 30 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 2,495 £550 -8.33% 1,152
North of England +13 671 £480 -4.00% 475
South East -6 415 £500 -6.10% 576
Yorkshire +1 368 £482 -3.60% 164
Midlands -1 286 £496 +6.26% 255
North West +9 257 £479 -4.03% 230
South West 0 238 £525 -8.70% 280
West Midlands -1 229 £500 - 130
East of England -2 137 £500 - 219
East Midlands -16 56 £450 +5.88% 125
North East +14 55 £488 -1.27% 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
1 225 (5.11%) Apache Spark
2 174 (3.95%) Apache Airflow
3 141 (3.20%) Confluence
4 127 (2.89%) Apache
5 66 (1.50%) SAS
6 50 (1.14%) SharePoint
7 24 (0.55%) Jupyter
8 23 (0.52%) Microsoft Exchange
9 19 (0.43%) OpenStack
10 18 (0.41%) Palantir Foundry
11 15 (0.34%) Appian
12 12 (0.27%) nginx
13 11 (0.25%) Camunda
14 8 (0.18%) ArcGIS
14 8 (0.18%) CMS
15 7 (0.16%) Apache Superset
16 4 (0.091%) WebSphere
17 3 (0.068%) IBM HTTP Server
17 3 (0.068%) IIS
17 3 (0.068%) WebSphere Application Server
Applications
1 126 (2.86%) Microsoft Excel
2 26 (0.59%) Chatbot
3 24 (0.55%) Microsoft Office
4 22 (0.50%) Microsoft PowerPoint
5 20 (0.45%) MS Visio
6 18 (0.41%) Spreadsheet
7 6 (0.14%) Weka
8 5 (0.11%) CPLEX
9 4 (0.091%) Microsoft Project
10 3 (0.068%) LaTeX
11 1 (0.023%) OrCAD
Business Applications
1 23 (0.52%) Aladdin
2 11 (0.25%) SAP S/4HANA
3 10 (0.23%) Fidessa
4 5 (0.11%) Oracle EBS
5 4 (0.091%) Bloomberg AIM
6 3 (0.068%) Actimize
6 3 (0.068%) BambooHR
6 3 (0.068%) SAP IBP
7 2 (0.045%) Cloudability
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
7 2 (0.045%) Remedy ITSM
8 1 (0.023%) IntelliMatch
8 1 (0.023%) Odoo
8 1 (0.023%) OneSumX
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) Sparx Enterprise Architect
8 1 (0.023%) Sprinklr
Cloud Services
1 1,689 (38.38%) AWS
2 1,550 (35.22%) Azure
3 707 (16.06%) GCP
4 610 (13.86%) GitHub
5 453 (10.29%) Power Platform
6 420 (9.54%) Serverless
7 345 (7.84%) Azure DevOps
8 311 (7.07%) GitHub Actions
9 297 (6.75%) Amazon S3
10 277 (6.29%) AWS Lambda
11 253 (5.75%) Azure Data Factory
12 207 (4.70%) Snowflake
13 186 (4.23%) AWS CloudFormation
14 161 (3.66%) OpenShift
15 147 (3.34%) Azure Synapse Analytics
16 143 (3.25%) Amazon EKS
17 139 (3.16%) dbt
18 123 (2.79%) Amazon ECS
19 106 (2.41%) Amazon EC2
20 103 (2.34%) Amazon CloudWatch
Communications & Networking
1 175 (3.98%) Firewall
2 134 (3.04%) DNS
3 92 (2.09%) Network Security
4 91 (2.07%) TCP/IP
5 77 (1.75%) VPN
6 67 (1.52%) BGP
7 62 (1.41%) WAN
8 45 (1.02%) HTTP
9 38 (0.86%) MPLS
10 36 (0.82%) OSPF
11 34 (0.77%) Wireshark
12 30 (0.68%) VLAN
13 29 (0.66%) DHCP
13 29 (0.66%) LAN
13 29 (0.66%) SD-WAN
14 28 (0.64%) SSL
15 26 (0.59%) SAN
16 25 (0.57%) SNMP
17 24 (0.55%) Multicast
18 22 (0.50%) VXLAN
Database & Business Intelligence
1 378 (8.59%) Power BI
2 304 (6.91%) PostgreSQL
3 254 (5.77%) Data Warehouse
4 199 (4.52%) Data Lake
5 191 (4.34%) NoSQL
6 178 (4.04%) SQL Server
7 174 (3.95%) Relational Database
8 149 (3.39%) Tableau
9 129 (2.93%) Metadata
10 115 (2.61%) Big Data
11 113 (2.57%) Delta Lake
12 104 (2.36%) BigQuery
13 97 (2.20%) Amazon Redshift
14 96 (2.18%) MySQL
15 92 (2.09%) Amazon RDS
16 83 (1.89%) Azure SQL Database
17 79 (1.80%) Amazon Athena
17 79 (1.80%) MongoDB
18 61 (1.39%) DynamoDB
19 59 (1.34%) Hadoop
Development Applications
1 555 (12.61%) Git
2 459 (10.43%) Jenkins
3 347 (7.88%) GitLab
4 250 (5.68%) JIRA
5 80 (1.82%) MLflow
6 75 (1.70%) Selenium
7 45 (1.02%) Postman
8 37 (0.84%) Cucumber
9 35 (0.80%) Bitbucket
9 35 (0.80%) JUnit
10 29 (0.66%) JMeter
11 25 (0.57%) Artifactory
11 25 (0.57%) SpecFlow
12 24 (0.55%) Sonatype Nexus
13 23 (0.52%) Cypress.io
14 22 (0.50%) Gatling
14 22 (0.50%) Maven
15 20 (0.45%) Robot Framework
16 19 (0.43%) SonarQube
17 18 (0.41%) PyCharm
General
1 1,098 (24.95%) Social Skills
2 902 (20.50%) Finance
3 634 (14.41%) Analytical Skills
4 405 (9.20%) Public Sector
5 360 (8.18%) Banking
6 166 (3.77%) Front Office
7 120 (2.73%) Documentation Skills
8 78 (1.77%) Investment Banking
9 63 (1.43%) Marketing
10 56 (1.27%) Telecoms
11 55 (1.25%) Retail
12 54 (1.23%) Pharmaceutical
13 51 (1.16%) Inclusion and Diversity
14 49 (1.11%) Financial Institution
15 44 (1.00%) Legal
16 41 (0.93%) Influencing Skills
17 36 (0.82%) Manufacturing
18 29 (0.66%) Presentation Skills
19 27 (0.61%) Publishing
20 26 (0.59%) Military
Job Titles
1 819 (18.61%) Developer
2 640 (14.54%) Data Engineer
3 606 (13.77%) Senior
4 374 (8.50%) Python Developer
5 304 (6.91%) Lead
6 301 (6.84%) Architect
7 240 (5.45%) Analyst
8 233 (5.29%) DevOps Engineer
9 232 (5.27%) Software Engineer
10 222 (5.04%) Python Engineer
11 208 (4.73%) Artificial Intelligence Engineer
12 178 (4.04%) AWS Engineer
13 175 (3.98%) Data Scientist
14 146 (3.32%) Platform Engineer
15 142 (3.23%) Azure Engineer
16 132 (3.00%) Senior Developer
17 124 (2.82%) Data Analyst
18 119 (2.70%) Senior Data Engineer
19 110 (2.50%) Full-Stack Developer
20 101 (2.29%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 390 (8.86%) REST
2 321 (7.29%) Kafka
3 314 (7.13%) React
4 271 (6.16%) PySpark
5 222 (5.04%) Node.js
6 197 (4.48%) Pandas
7 188 (4.27%) PyTorch
8 187 (4.25%) .NET
9 163 (3.70%) RESTful
10 152 (3.45%) TensorFlow
11 138 (3.14%) NumPy
11 138 (3.14%) scikit-learn
12 136 (3.09%) FastAPI
13 129 (2.93%) JSON
14 119 (2.70%) AngularJS
15 101 (2.29%) Flask
16 100 (2.27%) LangChain
17 98 (2.23%) Django
17 98 (2.23%) LDAP
18 97 (2.20%) pytest
Miscellaneous
1 448 (10.18%) Cloud Native
2 185 (4.20%) Distributed Systems
3 165 (3.75%) Algorithms
4 126 (2.86%) Product Ownership
5 115 (2.61%) Equities
5 115 (2.61%) Fixed Income
6 102 (2.32%) Data Protection Act
6 102 (2.32%) Derivative
7 95 (2.16%) Data Structures
8 94 (2.14%) AI Agents
9 93 (2.11%) Hybrid Cloud
10 84 (1.91%) Enterprise Software
11 81 (1.84%) Data Centre
12 80 (1.82%) Security Posture
13 77 (1.75%) Public Cloud
14 76 (1.73%) Onboarding
15 71 (1.61%) Legacy Systems
16 65 (1.48%) Management Information System
17 54 (1.23%) Hedge funds
18 47 (1.07%) Foreign Exchange (FX)
Operating Systems
1 582 (13.22%) Linux
2 253 (5.75%) Windows
3 154 (3.50%) Unix
4 84 (1.91%) Red Hat Enterprise Linux
5 53 (1.20%) Windows Server
6 33 (0.75%) VMS
7 32 (0.73%) Ubuntu
8 30 (0.68%) Android
9 17 (0.39%) AIX
9 17 (0.39%) CentOS
10 14 (0.32%) Apple iOS
10 14 (0.32%) Mac OS
10 14 (0.32%) Solaris
11 8 (0.18%) Windows 7
12 6 (0.14%) Debian
12 6 (0.14%) zOS
13 5 (0.11%) Embedded Linux
13 5 (0.11%) Kali Linux
14 4 (0.091%) Amazon Linux
14 4 (0.091%) Rocky
Processes & Methodologies
1 1,625 (36.92%) CI/CD
2 1,271 (28.88%) DevOps
3 1,020 (23.18%) Agile
4 984 (22.36%) AI
5 942 (21.40%) Analytics
6 931 (21.15%) Problem-Solving
7 767 (17.43%) Infrastructure as Code
8 732 (16.63%) Data Pipeline
9 720 (16.36%) Machine Learning
10 678 (15.41%) Containerisation
11 647 (14.70%) Data Engineering
12 615 (13.97%) Data Modelling
13 596 (13.54%) ETL
14 539 (12.25%) Data Science
15 534 (12.13%) Software Engineering
16 513 (11.66%) Test Automation
17 453 (10.29%) Business Intelligence
18 428 (9.73%) Observability
19 366 (8.32%) LLM
20 341 (7.75%) Continuous Improvement
Programming Languages
1 1,460 (33.17%) SQL
2 662 (15.04%) Java
3 563 (12.79%) PowerShell
4 499 (11.34%) Bash
5 414 (9.41%) JavaScript
6 298 (6.77%) C#
7 295 (6.70%) TypeScript
8 198 (4.50%) Go
9 147 (3.34%) R
10 139 (3.16%) C++
11 115 (2.61%) Scala
12 98 (2.23%) Shell Script
13 81 (1.84%) Ruby
14 73 (1.66%) Bicep
15 66 (1.50%) Perl
16 52 (1.18%) Kusto Query Language
17 48 (1.09%) C
18 43 (0.98%) Data Analysis Expressions
19 37 (0.84%) VBA
20 36 (0.82%) T-SQL
Qualifications
1 1,019 (23.15%) Security Cleared
2 812 (18.45%) SC Cleared
3 382 (8.68%) Degree
4 183 (4.16%) Computer Science Degree
5 134 (3.04%) DV Cleared
6 103 (2.34%) Master's Degree
7 93 (2.11%) Azure Certification
8 92 (2.09%) BPSS Clearance
9 85 (1.93%) CISSP
10 83 (1.89%) AWS Certification
11 63 (1.43%) Cisco Certification
12 48 (1.09%) CCNP
13 45 (1.02%) CISM
14 44 (1.00%) PhD
15 31 (0.70%) VMware Certified Professional (VCP)
16 29 (0.66%) Microsoft Certification
17 26 (0.59%) AWS Certified Solutions Architect
18 25 (0.57%) CCNA
19 24 (0.55%) CCIE
20 23 (0.52%) Microsoft Certified Professional
Quality Assurance & Compliance
1 431 (9.79%) Data Quality
2 183 (4.16%) QA
3 162 (3.68%) GDPR
4 95 (2.16%) NIST
5 84 (1.91%) ISO/IEC 27001
6 54 (1.23%) Accessibility
7 25 (0.57%) PCI DSS
8 24 (0.55%) Sarbanes-Oxley
9 22 (0.50%) NCSC
10 21 (0.48%) SLA
11 19 (0.43%) HIPAA
12 15 (0.34%) WCAG
13 14 (0.32%) Actionable Recommendations
14 11 (0.25%) SOC 2
15 10 (0.23%) Cyber Essentials
15 10 (0.23%) MiFID
16 8 (0.18%) California Consumer Privacy Act
16 8 (0.18%) EU AI Act
16 8 (0.18%) PMO
17 7 (0.16%) GRC
System Software
1 810 (18.40%) Docker
2 155 (3.52%) Active Directory
3 103 (2.34%) VMware Infrastructure
4 55 (1.25%) vSphere
5 51 (1.16%) Virtual Machines
6 48 (1.09%) VMware NSX
7 27 (0.61%) Firmware
8 21 (0.48%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.27%) VMware ESXi
11 8 (0.18%) HDFS
12 7 (0.16%) GPFS
12 7 (0.16%) Lustre
12 7 (0.16%) Slurm Workload Manager
13 5 (0.11%) Postfix
14 4 (0.091%) Active Directory Lightweight Directory Services
14 4 (0.091%) Virtual Desktop
15 3 (0.068%) Ceph
15 3 (0.068%) Embedded Firmware
15 3 (0.068%) PowerHA
Systems Management
1 953 (21.65%) Terraform
2 891 (20.25%) Kubernetes
3 455 (10.34%) Ansible
4 284 (6.45%) Grafana
5 252 (5.73%) Prometheus
6 81 (1.84%) Argo
7 69 (1.57%) Puppet
8 40 (0.91%) Istio
9 38 (0.86%) vCenter Server
10 32 (0.73%) Kibana
11 28 (0.64%) Progress Chef
12 24 (0.55%) Nessus
13 22 (0.50%) vRealize
14 21 (0.48%) Rancher
15 20 (0.45%) Kubeflow
16 19 (0.43%) Control-M
17 17 (0.39%) Single Sign-On
18 16 (0.36%) Microsoft Intune
18 16 (0.36%) Nagios
19 15 (0.34%) IBM Guardium
Vendors
1 550 (12.50%) Microsoft
2 477 (10.84%) Databricks
3 247 (5.61%) Google
4 201 (4.57%) Splunk
5 186 (4.23%) Oracle
6 173 (3.93%) VMware
7 133 (3.02%) Red Hat
8 104 (2.36%) Cisco
8 104 (2.36%) OpenAI
9 89 (2.02%) ServiceNow
10 80 (1.82%) CyberArk
11 69 (1.57%) Foundry
12 67 (1.52%) BeyondTrust
13 57 (1.30%) F5
14 52 (1.18%) Palo Alto
15 50 (1.14%) Informatica
16 47 (1.07%) IBM
17 44 (1.00%) Dynatrace
18 40 (0.91%) Atlassian
19 39 (0.89%) SAP