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

6 months to
23 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,371 3,293 3,500
As % of all contract jobs in England 11.69% 13.34% 9.28%
As % of the Programming Languages category 40.76% 39.51% 32.10%
Number of daily rates quoted 3,017 2,347 2,518
10th Percentile £363 £388 £400
25th Percentile £423 £458 £463
Median daily rate (50th Percentile) £520 £565 £550
Median % change year-on-year -7.96% +2.73% -8.33%
75th Percentile £630 £692 £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 82 42 89
10th Percentile £27.50 £21.25 £22.60
25th Percentile £41.42 £25.50 £37.50
Median hourly rate £56.63 £50.00 £52.50
Median % change year-on-year +13.27% -4.76% -19.23%
75th Percentile £74.26 £66.00 £66.75
90th Percentile £80.18 £78.58 £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 10,724 8,335 10,905
As % of all contract IT jobs advertised in England 28.69% 33.76% 28.91%
Number of daily rates quoted 7,149 5,641 7,882
10th Percentile £352 £360 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £505 £525 £538
Median % change year-on-year -3.90% -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 464 218 442
10th Percentile £41.94 £25.25 £35.05
25th Percentile £55.61 £39.25 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -5.51%
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 23 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 23 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 23 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 2,480 £550 -8.33% 1,184
North of England +13 672 £475 -5.00% 469
South East -6 412 £500 -6.50% 598
Yorkshire +2 357 £482 -3.60% 172
Midlands -1 285 £498 +4.79% 226
North West +13 269 £470 -5.91% 223
South West -1 231 £525 -8.70% 255
West Midlands -5 231 £500 - 116
East of England 0 131 £500 +1.52% 219
North East +14 54 £475 -5.00% 76
East Midlands -18 53 £447 +5.18% 110
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 (5.15%) Apache Spark
2 167 (3.82%) Apache Airflow
3 144 (3.29%) Confluence
4 124 (2.84%) Apache
5 63 (1.44%) SAS
6 53 (1.21%) SharePoint
7 25 (0.57%) Microsoft Exchange
8 23 (0.53%) Jupyter
9 20 (0.46%) OpenStack
9 20 (0.46%) Palantir Foundry
10 18 (0.41%) Appian
11 12 (0.27%) nginx
12 11 (0.25%) Camunda
13 8 (0.18%) CMS
14 7 (0.16%) Apache Superset
15 6 (0.14%) ArcGIS
16 4 (0.092%) Oracle Application Server
17 3 (0.069%) Ethereum
17 3 (0.069%) IIS
17 3 (0.069%) WebSphere
Applications
1 119 (2.72%) Microsoft Excel
2 28 (0.64%) Chatbot
3 25 (0.57%) Microsoft Office
4 22 (0.50%) Microsoft PowerPoint
5 20 (0.46%) MS Visio
6 12 (0.27%) 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%) Dynamics CRM
8 1 (0.023%) IntelliMatch
8 1 (0.023%) Loan IQ
8 1 (0.023%) Odoo
8 1 (0.023%) ResourceLink
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) SimCorp Dimension
Cloud Services
1 1,683 (38.50%) AWS
2 1,541 (35.26%) Azure
3 704 (16.11%) GCP
4 617 (14.12%) GitHub
5 449 (10.27%) Power Platform
6 421 (9.63%) Serverless
7 344 (7.87%) Azure DevOps
8 312 (7.14%) GitHub Actions
9 293 (6.70%) Amazon S3
10 276 (6.31%) AWS Lambda
11 249 (5.70%) Azure Data Factory
12 214 (4.90%) Snowflake
13 187 (4.28%) AWS CloudFormation
14 168 (3.84%) OpenShift
15 148 (3.39%) Amazon EKS
16 146 (3.34%) Azure Synapse Analytics
17 131 (3.00%) dbt
18 126 (2.88%) Amazon ECS
19 109 (2.49%) Amazon EC2
20 105 (2.40%) Amazon CloudWatch
Communications & Networking
1 175 (4.00%) Firewall
2 130 (2.97%) DNS
3 96 (2.20%) Network Security
4 88 (2.01%) TCP/IP
5 74 (1.69%) VPN
6 61 (1.40%) BGP
7 58 (1.33%) WAN
8 44 (1.01%) HTTP
9 39 (0.89%) Wireshark
10 37 (0.85%) MPLS
11 32 (0.73%) OSPF
11 32 (0.73%) SSL
12 30 (0.69%) LAN
13 29 (0.66%) DHCP
13 29 (0.66%) SD-WAN
14 27 (0.62%) VLAN
15 24 (0.55%) SAN
16 22 (0.50%) Multicast
16 22 (0.50%) SNMP
17 21 (0.48%) VXLAN
Database & Business Intelligence
1 375 (8.58%) Power BI
2 314 (7.18%) PostgreSQL
3 255 (5.83%) Data Warehouse
4 201 (4.60%) Data Lake
5 194 (4.44%) NoSQL
6 181 (4.14%) SQL Server
7 175 (4.00%) Relational Database
8 145 (3.32%) Tableau
9 123 (2.81%) Metadata
10 121 (2.77%) Big Data
11 111 (2.54%) Delta Lake
12 100 (2.29%) BigQuery
13 95 (2.17%) Amazon Redshift
13 95 (2.17%) MySQL
14 94 (2.15%) Amazon RDS
15 84 (1.92%) Azure SQL Database
16 81 (1.85%) MongoDB
17 74 (1.69%) Amazon Athena
18 65 (1.49%) Hadoop
19 58 (1.33%) DynamoDB
Development Applications
1 554 (12.67%) Git
2 463 (10.59%) Jenkins
3 353 (8.08%) GitLab
4 257 (5.88%) JIRA
5 79 (1.81%) MLflow
6 73 (1.67%) Selenium
7 44 (1.01%) Postman
8 40 (0.92%) Cucumber
9 39 (0.89%) Bitbucket
10 33 (0.75%) JUnit
11 29 (0.66%) JMeter
12 28 (0.64%) Sonatype Nexus
13 26 (0.59%) 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 19 (0.43%) SonarQube
20 18 (0.41%) CircleCI
General
1 1,107 (25.33%) Social Skills
2 916 (20.96%) Finance
3 626 (14.32%) Analytical Skills
4 403 (9.22%) Public Sector
5 371 (8.49%) Banking
6 171 (3.91%) Front Office
7 117 (2.68%) Documentation Skills
8 87 (1.99%) Investment Banking
9 57 (1.30%) Marketing
9 57 (1.30%) Retail
10 55 (1.26%) Pharmaceutical
11 53 (1.21%) Telecoms
12 52 (1.19%) Inclusion and Diversity
13 50 (1.14%) Financial Institution
14 43 (0.98%) Legal
15 41 (0.94%) Influencing Skills
16 37 (0.85%) Manufacturing
17 31 (0.71%) Presentation Skills
18 26 (0.59%) Military
19 24 (0.55%) Publishing
Job Titles
1 822 (18.81%) Developer
2 633 (14.48%) Data Engineer
3 598 (13.68%) Senior
4 365 (8.35%) Python Developer
5 309 (7.07%) Lead
6 293 (6.70%) Architect
7 245 (5.61%) DevOps Engineer
8 236 (5.40%) Analyst
9 224 (5.12%) Software Engineer
10 216 (4.94%) Python Engineer
11 209 (4.78%) Artificial Intelligence Engineer
12 182 (4.16%) AWS Engineer
13 175 (4.00%) Data Scientist
14 145 (3.32%) Platform Engineer
15 139 (3.18%) Azure Engineer
16 130 (2.97%) Senior Developer
17 116 (2.65%) Data Analyst
17 116 (2.65%) Senior Data Engineer
18 115 (2.63%) Full-Stack Developer
19 103 (2.36%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 385 (8.81%) REST
2 317 (7.25%) React
3 316 (7.23%) Kafka
4 272 (6.22%) PySpark
5 227 (5.19%) Node.js
6 191 (4.37%) Pandas
6 191 (4.37%) PyTorch
7 178 (4.07%) .NET
8 166 (3.80%) RESTful
9 157 (3.59%) TensorFlow
10 141 (3.23%) FastAPI
11 136 (3.11%) NumPy
11 136 (3.11%) scikit-learn
12 128 (2.93%) AngularJS
13 120 (2.75%) JSON
14 100 (2.29%) Flask
15 98 (2.24%) Django
15 98 (2.24%) LDAP
16 97 (2.22%) pytest
17 96 (2.20%) LangChain
Miscellaneous
1 453 (10.36%) Cloud Native
2 179 (4.10%) Distributed Systems
3 165 (3.77%) Algorithms
4 124 (2.84%) Product Ownership
5 120 (2.75%) Equities
6 116 (2.65%) Fixed Income
7 105 (2.40%) Derivative
8 100 (2.29%) Data Protection Act
9 95 (2.17%) Data Structures
10 92 (2.10%) AI Agents
10 92 (2.10%) Hybrid Cloud
11 85 (1.94%) Onboarding
12 83 (1.90%) Enterprise Software
13 82 (1.88%) Security Posture
14 77 (1.76%) Data Centre
15 76 (1.74%) Public Cloud
16 74 (1.69%) Legacy Systems
17 68 (1.56%) Management Information System
18 56 (1.28%) Hedge funds
19 50 (1.14%) Foreign Exchange (FX)
Operating Systems
1 587 (13.43%) Linux
2 261 (5.97%) Windows
3 155 (3.55%) Unix
4 78 (1.78%) Red Hat Enterprise Linux
5 52 (1.19%) Windows Server
6 31 (0.71%) Android
7 30 (0.69%) Ubuntu
7 30 (0.69%) VMS
8 18 (0.41%) CentOS
9 16 (0.37%) Apple iOS
10 15 (0.34%) AIX
11 14 (0.32%) Mac OS
11 14 (0.32%) Solaris
12 9 (0.21%) Kali Linux
12 9 (0.21%) Windows 7
13 6 (0.14%) Debian
14 5 (0.11%) zOS
15 4 (0.092%) Amazon Linux
15 4 (0.092%) Rocky
16 3 (0.069%) Robot Operating System
Processes & Methodologies
1 1,618 (37.02%) CI/CD
2 1,276 (29.19%) DevOps
3 1,013 (23.18%) Agile
4 968 (22.15%) AI
5 931 (21.30%) Problem-Solving
6 923 (21.12%) Analytics
7 763 (17.46%) Infrastructure as Code
8 716 (16.38%) Data Pipeline
9 708 (16.20%) Machine Learning
10 680 (15.56%) Containerisation
11 645 (14.76%) Data Engineering
12 604 (13.82%) Data Modelling
13 594 (13.59%) ETL
14 534 (12.22%) Data Science
15 521 (11.92%) Software Engineering
16 519 (11.87%) Test Automation
17 446 (10.20%) Business Intelligence
18 417 (9.54%) Observability
19 365 (8.35%) LLM
20 338 (7.73%) Microservices
Programming Languages
1 1,455 (33.29%) SQL
2 670 (15.33%) Java
3 571 (13.06%) PowerShell
4 504 (11.53%) Bash
5 418 (9.56%) JavaScript
6 295 (6.75%) TypeScript
7 290 (6.63%) C#
8 200 (4.58%) Go
9 144 (3.29%) C++
10 137 (3.13%) R
11 114 (2.61%) Scala
12 103 (2.36%) Shell Script
13 88 (2.01%) Ruby
14 74 (1.69%) Perl
15 72 (1.65%) Bicep
16 53 (1.21%) Kusto Query Language
17 44 (1.01%) Data Analysis Expressions
18 43 (0.98%) C
19 38 (0.87%) VBA
20 36 (0.82%) T-SQL
Qualifications
1 1,016 (23.24%) Security Cleared
2 807 (18.46%) SC Cleared
3 392 (8.97%) Degree
4 197 (4.51%) Computer Science Degree
5 136 (3.11%) DV Cleared
6 107 (2.45%) Master's Degree
7 92 (2.10%) BPSS Clearance
8 91 (2.08%) AWS Certification
8 91 (2.08%) Azure Certification
9 87 (1.99%) CISSP
10 63 (1.44%) Cisco Certification
11 47 (1.08%) CCNP
12 45 (1.03%) CISM
13 42 (0.96%) PhD
14 29 (0.66%) Microsoft Certification
15 28 (0.64%) VMware Certified Professional (VCP)
16 26 (0.59%) CEH
17 25 (0.57%) CCIE
18 24 (0.55%) CCNA
18 24 (0.55%) Microsoft Certified Professional
Quality Assurance & Compliance
1 424 (9.70%) Data Quality
2 181 (4.14%) QA
3 163 (3.73%) GDPR
4 97 (2.22%) NIST
5 85 (1.94%) ISO/IEC 27001
6 51 (1.17%) 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%) EMIR
17 8 (0.18%) EU AI Act
17 8 (0.18%) PMO
System Software
1 827 (18.92%) Docker
2 157 (3.59%) Active Directory
3 102 (2.33%) VMware Infrastructure
4 53 (1.21%) vSphere
5 50 (1.14%) Virtual Machines
6 45 (1.03%) VMware NSX
7 23 (0.53%) Firmware
8 20 (0.46%) Hyper-V
9 13 (0.30%) KVM
10 10 (0.23%) 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
1 952 (21.78%) Terraform
2 913 (20.89%) Kubernetes
3 462 (10.57%) Ansible
4 287 (6.57%) Grafana
5 255 (5.83%) Prometheus
6 90 (2.06%) Argo
7 70 (1.60%) Puppet
8 42 (0.96%) Istio
9 36 (0.82%) vCenter Server
10 32 (0.73%) Kibana
11 27 (0.62%) Progress Chef
12 26 (0.59%) Nessus
13 23 (0.53%) Single Sign-On
14 22 (0.50%) Rancher
15 20 (0.46%) Control-M
16 19 (0.43%) vRealize
17 18 (0.41%) Microsoft Intune
18 17 (0.39%) IBM Guardium
19 16 (0.37%) Kubeflow
20 14 (0.32%) ITRS Geneos
Vendors
1 550 (12.58%) Microsoft
2 463 (10.59%) Databricks
3 254 (5.81%) Google
4 201 (4.60%) Splunk
5 189 (4.32%) Oracle
6 173 (3.96%) VMware
7 141 (3.23%) Red Hat
8 104 (2.38%) Cisco
9 102 (2.33%) OpenAI
10 90 (2.06%) ServiceNow
11 82 (1.88%) CyberArk
12 69 (1.58%) Foundry
13 67 (1.53%) BeyondTrust
14 57 (1.30%) F5
15 53 (1.21%) Palo Alto
16 52 (1.19%) Informatica
17 48 (1.10%) IBM
18 43 (0.98%) Dynatrace
19 39 (0.89%) Atlassian
19 39 (0.89%) SAP