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

6 months to
13 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,324 3,301 3,528
As % of all contract jobs in England 11.84% 13.38% 9.30%
As % of the Programming Languages category 40.70% 39.55% 32.11%
Number of daily rates quoted 2,974 2,324 2,521
10th Percentile £363 £393 £400
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £517 £573 £550
Median % change year-on-year -9.65% +4.09% -8.33%
75th Percentile £637 £689 £688
90th Percentile £750 £825 £788
UK median daily rate £512 £550 £550
% change year-on-year -6.95% - -8.33%
Number of hourly rates quoted 84 42 97
10th Percentile £27.50 £21.25 £24.33
25th Percentile £41.77 £25.50 £40.00
Median hourly rate £55.25 £52.50 £56.00
Median % change year-on-year +5.24% -6.25% -13.85%
75th Percentile £74.26 £70.31 £66.75
90th Percentile £80.14 £82.53 £73.28
UK median hourly rate £54.00 £44.50 £50.25
% change year-on-year +21.35% -11.44% -22.69%

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 10,624 8,346 10,986
As % of all contract IT jobs advertised in England 29.08% 33.83% 28.95%
Number of daily rates quoted 7,070 5,588 7,910
10th Percentile £352 £359 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £505 £525 £538
Median % change year-on-year -3.81% -2.42% -6.43%
75th Percentile £613 £650 £656
90th Percentile £725 £775 £768
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -5.75%
Number of hourly rates quoted 454 213 460
10th Percentile £41.94 £25.25 £35.00
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 £68.75 £67.50
90th Percentile £77.35 £85.00 £75.00
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 13 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 13 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 13 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 2,450 £550 -8.33% 1,270
North of England +12 666 £478 -4.50% 501
South East -6 417 £500 -6.10% 659
Yorkshire +4 354 £482 -3.60% 199
Midlands -1 287 £500 +2.04% 255
North West +11 266 £475 -4.90% 222
West Midlands -3 237 £500 -1.19% 121
South West -2 224 £538 -6.52% 282
East of England -6 126 £500 - 237
North East +13 52 £475 -7.32% 84
East Midlands -16 49 £447 +5.18% 133
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
1 233 (5.39%) Apache Spark
2 168 (3.89%) Apache Airflow
3 139 (3.21%) Confluence
4 123 (2.84%) Apache
5 63 (1.46%) SAS
6 51 (1.18%) SharePoint
7 25 (0.58%) Microsoft Exchange
8 23 (0.53%) Jupyter
9 20 (0.46%) OpenStack
9 20 (0.46%) Palantir Foundry
10 18 (0.42%) Appian
11 12 (0.28%) nginx
12 10 (0.23%) Camunda
13 7 (0.16%) ArcGIS
13 7 (0.16%) CMS
14 6 (0.14%) Apache Superset
15 4 (0.093%) Oracle Application Server
16 3 (0.069%) Ethereum
16 3 (0.069%) IIS
16 3 (0.069%) WebSphere
Applications
1 116 (2.68%) Microsoft Excel
2 29 (0.67%) Chatbot
3 23 (0.53%) Microsoft Office
4 20 (0.46%) MS Visio
5 19 (0.44%) Microsoft PowerPoint
6 12 (0.28%) Spreadsheet
7 8 (0.19%) Weka
8 4 (0.093%) Microsoft Project
9 3 (0.069%) LaTeX
10 2 (0.046%) CPLEX
Business Applications
1 24 (0.56%) Aladdin
2 12 (0.28%) Fidessa
3 9 (0.21%) SAP S/4HANA
4 4 (0.093%) Bloomberg AIM
5 3 (0.069%) Actimize
5 3 (0.069%) BambooHR
5 3 (0.069%) Oracle EBS
6 2 (0.046%) Cloudability
6 2 (0.046%) NEC Housing
6 2 (0.046%) NetSuite
6 2 (0.046%) Remedy ITSM
6 2 (0.046%) Shopify
7 1 (0.023%) Dynamics CRM
7 1 (0.023%) IntelliMatch
7 1 (0.023%) Loan IQ
7 1 (0.023%) Odoo
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 1,661 (38.41%) AWS
2 1,514 (35.01%) Azure
3 709 (16.40%) GCP
4 598 (13.83%) GitHub
5 447 (10.34%) Power Platform
6 420 (9.71%) Serverless
7 331 (7.65%) Azure DevOps
8 295 (6.82%) GitHub Actions
9 285 (6.59%) Amazon S3
10 268 (6.20%) AWS Lambda
11 240 (5.55%) Azure Data Factory
12 213 (4.93%) Snowflake
13 181 (4.19%) AWS CloudFormation
14 161 (3.72%) OpenShift
15 148 (3.42%) Amazon EKS
16 143 (3.31%) Azure Synapse Analytics
17 132 (3.05%) dbt
18 124 (2.87%) Amazon ECS
19 107 (2.47%) Amazon EC2
20 102 (2.36%) Amazon CloudWatch
Communications & Networking
1 179 (4.14%) Firewall
2 127 (2.94%) DNS
3 95 (2.20%) TCP/IP
4 92 (2.13%) Network Security
5 69 (1.60%) VPN
6 56 (1.30%) BGP
7 55 (1.27%) WAN
8 47 (1.09%) HTTP
9 39 (0.90%) Wireshark
10 36 (0.83%) MPLS
10 36 (0.83%) SSL
11 32 (0.74%) DHCP
12 29 (0.67%) SD-WAN
13 28 (0.65%) LAN
13 28 (0.65%) OSPF
14 23 (0.53%) SAN
14 23 (0.53%) VLAN
15 22 (0.51%) BIG-IP
16 21 (0.49%) Multicast
16 21 (0.49%) VXLAN
Database & Business Intelligence
1 374 (8.65%) Power BI
2 327 (7.56%) PostgreSQL
3 258 (5.97%) Data Warehouse
4 202 (4.67%) Data Lake
5 201 (4.65%) NoSQL
6 180 (4.16%) SQL Server
7 178 (4.12%) Relational Database
8 146 (3.38%) Tableau
9 129 (2.98%) Big Data
10 122 (2.82%) Metadata
11 106 (2.45%) BigQuery
11 106 (2.45%) Delta Lake
12 100 (2.31%) MySQL
13 96 (2.22%) Amazon Redshift
14 92 (2.13%) Amazon RDS
15 86 (1.99%) Azure SQL Database
16 82 (1.90%) MongoDB
17 75 (1.73%) Amazon Athena
18 69 (1.60%) Hadoop
19 58 (1.34%) DynamoDB
Development Applications
1 540 (12.49%) Git
2 446 (10.31%) Jenkins
3 348 (8.05%) GitLab
4 258 (5.97%) JIRA
5 77 (1.78%) MLflow
6 74 (1.71%) Selenium
7 43 (0.99%) Postman
8 38 (0.88%) Bitbucket
8 38 (0.88%) Cucumber
9 32 (0.74%) JUnit
10 30 (0.69%) Sonatype Nexus
11 29 (0.67%) JMeter
12 25 (0.58%) SpecFlow
13 23 (0.53%) Cypress.io
14 21 (0.49%) Artifactory
15 20 (0.46%) CircleCI
15 20 (0.46%) Maven
16 19 (0.44%) Robot Framework
17 18 (0.42%) Gatling
18 17 (0.39%) Liquibase
General
1 1,111 (25.69%) Social Skills
2 907 (20.98%) Finance
3 629 (14.55%) Analytical Skills
4 398 (9.20%) Public Sector
5 367 (8.49%) Banking
6 172 (3.98%) Front Office
7 117 (2.71%) Documentation Skills
8 88 (2.04%) Investment Banking
9 61 (1.41%) Marketing
9 61 (1.41%) Retail
10 60 (1.39%) Pharmaceutical
11 52 (1.20%) Financial Institution
12 51 (1.18%) Inclusion and Diversity
12 51 (1.18%) Telecoms
13 42 (0.97%) Legal
14 39 (0.90%) Influencing Skills
14 39 (0.90%) Manufacturing
15 32 (0.74%) Presentation Skills
16 30 (0.69%) Military
17 22 (0.51%) Publishing
Job Titles
1 819 (18.94%) Developer
2 619 (14.32%) Data Engineer
3 589 (13.62%) Senior
4 361 (8.35%) Python Developer
5 306 (7.08%) Lead
6 282 (6.52%) Architect
7 240 (5.55%) DevOps Engineer
8 236 (5.46%) Analyst
9 232 (5.37%) Software Engineer
10 216 (5.00%) Python Engineer
11 207 (4.79%) Artificial Intelligence Engineer
12 182 (4.21%) AWS Engineer
13 177 (4.09%) Data Scientist
14 136 (3.15%) Azure Engineer
15 133 (3.08%) Platform Engineer
16 127 (2.94%) Senior Developer
17 116 (2.68%) Full-Stack Developer
18 114 (2.64%) Data Analyst
18 114 (2.64%) Senior Data Engineer
19 99 (2.29%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 379 (8.77%) REST
2 322 (7.45%) React
3 311 (7.19%) Kafka
4 268 (6.20%) PySpark
5 230 (5.32%) Node.js
6 202 (4.67%) PyTorch
7 187 (4.32%) Pandas
8 174 (4.02%) .NET
9 168 (3.89%) RESTful
10 167 (3.86%) TensorFlow
11 154 (3.56%) FastAPI
12 136 (3.15%) NumPy
13 134 (3.10%) scikit-learn
14 126 (2.91%) AngularJS
15 108 (2.50%) JSON
16 101 (2.34%) LangChain
17 96 (2.22%) Flask
17 96 (2.22%) LDAP
17 96 (2.22%) pytest
18 95 (2.20%) Django
Miscellaneous
1 444 (10.27%) Cloud Native
2 169 (3.91%) Algorithms
3 165 (3.82%) Distributed Systems
4 121 (2.80%) Equities
5 118 (2.73%) Product Ownership
6 114 (2.64%) Fixed Income
7 106 (2.45%) Data Protection Act
8 104 (2.41%) Derivative
9 93 (2.15%) Data Structures
10 91 (2.10%) AI Agents
11 89 (2.06%) Onboarding
12 85 (1.97%) Security Posture
13 82 (1.90%) Hybrid Cloud
14 81 (1.87%) Enterprise Software
15 74 (1.71%) Public Cloud
16 72 (1.67%) Data Centre
17 71 (1.64%) Legacy Systems
18 69 (1.60%) Management Information System
19 58 (1.34%) Hedge funds
20 54 (1.25%) Foreign Exchange (FX)
Operating Systems
1 587 (13.58%) Linux
2 264 (6.11%) Windows
3 154 (3.56%) Unix
4 74 (1.71%) Red Hat Enterprise Linux
5 54 (1.25%) Windows Server
6 32 (0.74%) Android
6 32 (0.74%) Ubuntu
7 29 (0.67%) VMS
8 21 (0.49%) CentOS
9 17 (0.39%) Apple iOS
10 15 (0.35%) Mac OS
11 14 (0.32%) Solaris
12 12 (0.28%) AIX
13 9 (0.21%) Kali Linux
13 9 (0.21%) Windows 7
14 5 (0.12%) Debian
14 5 (0.12%) zOS
15 4 (0.093%) Amazon Linux
16 3 (0.069%) Embedded Linux
16 3 (0.069%) Robot Operating System
Processes & Methodologies
1 1,576 (36.45%) CI/CD
2 1,238 (28.63%) DevOps
3 1,020 (23.59%) Agile
4 954 (22.06%) AI
5 934 (21.60%) Problem-Solving
6 905 (20.93%) Analytics
7 737 (17.04%) Infrastructure as Code
8 718 (16.60%) Machine Learning
9 710 (16.42%) Data Pipeline
10 667 (15.43%) Containerisation
11 634 (14.66%) Data Engineering
12 599 (13.85%) Data Modelling
13 597 (13.81%) ETL
14 539 (12.47%) Data Science
15 531 (12.28%) Software Engineering
16 515 (11.91%) Test Automation
17 441 (10.20%) Business Intelligence
18 420 (9.71%) Observability
19 371 (8.58%) LLM
20 332 (7.68%) Data Governance
Programming Languages
1 1,439 (33.28%) SQL
2 645 (14.92%) Java
3 550 (12.72%) PowerShell
4 495 (11.45%) Bash
5 421 (9.74%) JavaScript
6 290 (6.71%) TypeScript
7 285 (6.59%) C#
8 200 (4.63%) Go
9 149 (3.45%) C++
10 133 (3.08%) R
11 114 (2.64%) Scala
12 104 (2.41%) Shell Script
13 81 (1.87%) Ruby
14 79 (1.83%) Perl
15 67 (1.55%) Bicep
16 55 (1.27%) Kusto Query Language
17 46 (1.06%) C
18 43 (0.99%) VBA
19 42 (0.97%) Data Analysis Expressions
20 35 (0.81%) PHP
Qualifications
1 992 (22.94%) Security Cleared
2 786 (18.18%) SC Cleared
3 398 (9.20%) Degree
4 196 (4.53%) Computer Science Degree
5 135 (3.12%) DV Cleared
6 106 (2.45%) Master's Degree
7 95 (2.20%) AWS Certification
8 90 (2.08%) Azure Certification
9 88 (2.04%) BPSS Clearance
10 86 (1.99%) CISSP
11 62 (1.43%) Cisco Certification
12 47 (1.09%) CCNP
13 43 (0.99%) CISM
14 41 (0.95%) PhD
15 30 (0.69%) Microsoft Certification
16 28 (0.65%) Microsoft Certified Professional
17 26 (0.60%) CCIE
17 26 (0.60%) CEH
18 25 (0.58%) AWS Certified Solutions Architect
18 25 (0.58%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 416 (9.62%) Data Quality
2 182 (4.21%) QA
3 160 (3.70%) GDPR
4 97 (2.24%) NIST
5 82 (1.90%) ISO/IEC 27001
6 51 (1.18%) Accessibility
7 27 (0.62%) Sarbanes-Oxley
8 25 (0.58%) PCI DSS
9 24 (0.56%) SLA
10 20 (0.46%) HIPAA
10 20 (0.46%) NCSC
11 14 (0.32%) Actionable Recommendations
12 13 (0.30%) WCAG
13 12 (0.28%) EU AI Act
14 11 (0.25%) SOC 2
15 10 (0.23%) MiFID
15 10 (0.23%) PSD2
16 9 (0.21%) Cyber Essentials
17 8 (0.19%) EMIR
18 7 (0.16%) PMO
System Software
1 823 (19.03%) Docker
2 161 (3.72%) Active Directory
3 101 (2.34%) VMware Infrastructure
4 49 (1.13%) Virtual Machines
4 49 (1.13%) vSphere
5 41 (0.95%) VMware NSX
6 21 (0.49%) Firmware
7 20 (0.46%) Hyper-V
8 15 (0.35%) KVM
9 10 (0.23%) Slurm Workload Manager
9 10 (0.23%) VMware ESXi
10 9 (0.21%) GPFS
10 9 (0.21%) HDFS
10 9 (0.21%) Lustre
11 5 (0.12%) Postfix
12 4 (0.093%) Active Directory Lightweight Directory Services
12 4 (0.093%) Virtual Desktop
12 4 (0.093%) Virtual Servers
13 3 (0.069%) Ceph
13 3 (0.069%) Embedded Firmware
Systems Management
1 926 (21.42%) Terraform
2 911 (21.07%) Kubernetes
3 456 (10.55%) Ansible
4 286 (6.61%) Grafana
5 259 (5.99%) Prometheus
6 85 (1.97%) Argo
7 69 (1.60%) Puppet
8 41 (0.95%) Istio
9 35 (0.81%) Kibana
10 34 (0.79%) Nessus
11 32 (0.74%) vCenter Server
12 27 (0.62%) Control-M
13 26 (0.60%) Progress Chef
14 25 (0.58%) IBM Guardium
15 23 (0.53%) Single Sign-On
16 20 (0.46%) Rancher
17 19 (0.44%) Microsoft Intune
18 16 (0.37%) Kubeflow
19 15 (0.35%) ITRS Geneos
19 15 (0.35%) vRealize
Vendors
1 542 (12.53%) Microsoft
2 452 (10.45%) Databricks
3 262 (6.06%) Google
4 200 (4.63%) Splunk
5 190 (4.39%) Oracle
6 167 (3.86%) VMware
7 133 (3.08%) Red Hat
8 103 (2.38%) OpenAI
9 98 (2.27%) Cisco
10 88 (2.04%) ServiceNow
11 83 (1.92%) CyberArk
12 75 (1.73%) Foundry
13 66 (1.53%) BeyondTrust
14 58 (1.34%) F5
15 52 (1.20%) Palo Alto
16 51 (1.18%) Informatica
17 44 (1.02%) IBM
18 40 (0.93%) Dynatrace
19 39 (0.90%) SAP
20 38 (0.88%) Atlassian