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 19 May 2026, with comparisons to the same periods in the previous two years.

6 months to
19 May 2026
Same period 2025 Same period 2024
Rank 11 10 14
Rank change year-on-year -1 +4 -1
Contract jobs citing Python 4,352 3,203 3,513
As % of all contract jobs in England 10.60% 13.17% 9.64%
As % of the Programming Languages category 40.00% 39.03% 32.27%
Number of daily rates quoted 2,950 2,306 2,562
10th Percentile £363 £391 £388
25th Percentile £425 £450 £468
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £625 £688 £700
90th Percentile £750 £825 £837
UK median daily rate £520 £550 £560
% change year-on-year -5.45% -1.79% -6.67%
Number of hourly rates quoted 111 47 87
10th Percentile £30.00 £21.70 £22.00
25th Percentile £43.81 £27.00 £42.38
Median hourly rate £55.00 £40.00 £62.50
Median % change year-on-year +37.50% -36.00% -3.85%
75th Percentile £73.50 £58.13 £72.19
90th Percentile £83.75 £76.48 £78.00
UK median hourly rate £54.75 £39.66 £60.00
% change year-on-year +38.05% -33.90% -1.03%

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 10,881 8,206 10,885
As % of all contract IT jobs advertised in England 26.51% 33.73% 29.88%
Number of daily rates quoted 7,185 5,697 7,901
10th Percentile £355 £363 £350
25th Percentile £415 £419 £425
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.86% -4.55% -2.48%
75th Percentile £613 £650 £656
90th Percentile £720 £775 £775
UK median daily rate £500 £520 £530
% change year-on-year -3.85% -1.89% -3.64%
Number of hourly rates quoted 525 210 446
10th Percentile £41.25 £26.31 £37.59
25th Percentile £55.00 £37.65 £50.00
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.10 £80.00
UK median hourly rate £65.00 £62.25 £62.50
% change year-on-year +4.42% -0.40% +1.46%

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 19 May 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 19 May 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 19 May 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 2,484 £550 -6.38% 1,414
North of England +10 708 £482 -1.13% 766
Yorkshire 0 396 £481 -3.80% 253
South East -4 390 £515 - 839
South West +2 255 £500 -9.09% 330
North West +3 251 £500 +5.26% 368
Midlands -11 237 £488 +8.33% 402
West Midlands -11 181 £482 -3.60% 198
East of England -6 125 £500 -0.25% 306
North East +8 70 £475 +5.56% 148
East Midlands -13 55 £495 +17.16% 204
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
1 245 (5.63%) Apache Spark
2 177 (4.07%) Apache Airflow
3 136 (3.13%) Apache
4 109 (2.50%) Confluence
5 45 (1.03%) SAS
6 36 (0.83%) SharePoint
7 32 (0.74%) Jupyter
8 15 (0.34%) Microsoft Exchange
8 15 (0.34%) OpenStack
9 14 (0.32%) Palantir Foundry
10 11 (0.25%) Appian
11 9 (0.21%) IIS
12 8 (0.18%) Apache Superset
12 8 (0.18%) CMS
13 7 (0.16%) ArcGIS
13 7 (0.16%) Camunda
14 6 (0.14%) nginx
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.092%) CICS
Applications
1 106 (2.44%) Microsoft Excel
2 25 (0.57%) Chatbot
3 23 (0.53%) Microsoft Office
4 17 (0.39%) MS Visio
5 16 (0.37%) Microsoft PowerPoint
5 16 (0.37%) Spreadsheet
6 7 (0.16%) CPLEX
7 4 (0.092%) Microsoft Project
8 3 (0.069%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
9 1 (0.023%) Weka
9 1 (0.023%) Zemax
Business Applications
1 24 (0.55%) Aladdin
2 14 (0.32%) SAP S/4HANA
3 7 (0.16%) Fidessa
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
5 4 (0.092%) Bloomberg AIM
6 3 (0.069%) SimCorp Dimension
7 2 (0.046%) Front Arena
7 2 (0.046%) Global One
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Oracle Assets
7 2 (0.046%) Oracle ERP
7 2 (0.046%) Orchestrade
7 2 (0.046%) Teamcenter
8 1 (0.023%) Odoo
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
Cloud Services
1 1,650 (37.91%) AWS
2 1,498 (34.42%) Azure
3 646 (14.84%) GCP
4 530 (12.18%) GitHub
5 446 (10.25%) Power Platform
6 372 (8.55%) Serverless
7 320 (7.35%) Azure DevOps
8 304 (6.99%) Amazon S3
9 289 (6.64%) GitHub Actions
10 266 (6.11%) AWS Lambda
11 246 (5.65%) Azure Data Factory
12 185 (4.25%) Snowflake
13 154 (3.54%) Azure Synapse Analytics
14 150 (3.45%) AWS CloudFormation
15 149 (3.42%) dbt
16 140 (3.22%) OpenShift
17 121 (2.78%) Amazon EKS
18 99 (2.27%) Amazon CloudWatch
19 98 (2.25%) Amazon ECS
20 96 (2.21%) Amazon EC2
Communications & Networking
1 156 (3.58%) Firewall
2 117 (2.69%) DNS
3 90 (2.07%) Network Security
4 80 (1.84%) TCP/IP
5 76 (1.75%) WAN
6 73 (1.68%) BGP
7 67 (1.54%) VPN
8 48 (1.10%) HTTP
9 46 (1.06%) OSPF
10 38 (0.87%) BIG-IP
11 37 (0.85%) SD-WAN
12 35 (0.80%) VXLAN
13 33 (0.76%) SNMP
14 30 (0.69%) SAN
14 30 (0.69%) Wireshark
15 29 (0.67%) DHCP
15 29 (0.67%) MPLS
16 28 (0.64%) VLAN
17 27 (0.62%) LAN
17 27 (0.62%) SSL
Database & Business Intelligence
1 383 (8.80%) Power BI
2 277 (6.36%) PostgreSQL
3 243 (5.58%) Data Warehouse
4 225 (5.17%) SQL Server
5 199 (4.57%) Data Lake
6 176 (4.04%) Tableau
7 157 (3.61%) NoSQL
8 150 (3.45%) Relational Database
9 131 (3.01%) Metadata
10 124 (2.85%) Delta Lake
11 122 (2.80%) BigQuery
12 114 (2.62%) Big Data
13 101 (2.32%) Amazon Athena
14 98 (2.25%) Amazon Redshift
15 79 (1.82%) MongoDB
16 78 (1.79%) Azure SQL Database
17 77 (1.77%) Amazon RDS
18 66 (1.52%) MySQL
19 63 (1.45%) DynamoDB
20 56 (1.29%) Hadoop
Development Applications
1 520 (11.95%) Git
2 377 (8.66%) Jenkins
3 289 (6.64%) GitLab
4 206 (4.73%) JIRA
5 76 (1.75%) MLflow
6 61 (1.40%) Selenium
7 52 (1.19%) Postman
8 35 (0.80%) Cucumber
9 28 (0.64%) Artifactory
10 26 (0.60%) JMeter
11 24 (0.55%) Bitbucket
11 24 (0.55%) Cypress.io
12 23 (0.53%) Robot Framework
13 21 (0.48%) Maven
13 21 (0.48%) SonarQube
14 20 (0.46%) JUnit
15 19 (0.44%) Gatling
15 19 (0.44%) REST Assured
15 19 (0.44%) Sonatype Nexus
16 18 (0.41%) SpecFlow
General
1 950 (21.83%) Social Skills
2 908 (20.86%) Finance
3 606 (13.92%) Analytical Skills
4 392 (9.01%) Public Sector
5 318 (7.31%) Banking
6 174 (4.00%) Front Office
7 114 (2.62%) Documentation Skills
8 89 (2.05%) Investment Banking
9 62 (1.42%) Marketing
10 55 (1.26%) Inclusion and Diversity
11 52 (1.19%) Retail
12 51 (1.17%) Pharmaceutical
13 44 (1.01%) Telecoms
14 38 (0.87%) Legal
15 34 (0.78%) Influencing Skills
16 33 (0.76%) Financial Institution
17 31 (0.71%) Military
17 31 (0.71%) Publishing
18 27 (0.62%) Manufacturing
19 26 (0.60%) Presentation Skills
Job Titles
1 809 (18.59%) Developer
2 686 (15.76%) Data Engineer
3 627 (14.41%) Senior
4 400 (9.19%) Python Developer
5 298 (6.85%) Lead
6 282 (6.48%) Architect
7 236 (5.42%) Analyst
7 236 (5.42%) DevOps Engineer
8 231 (5.31%) Software Engineer
9 219 (5.03%) Python Engineer
10 199 (4.57%) Artificial Intelligence Engineer
11 182 (4.18%) Data Scientist
12 161 (3.70%) AWS Engineer
13 152 (3.49%) Azure Engineer
14 139 (3.19%) Senior Developer
15 138 (3.17%) Senior Data Engineer
16 128 (2.94%) Data Analyst
17 114 (2.62%) Full-Stack Developer
18 109 (2.50%) Platform Engineer
19 108 (2.48%) Security Engineer
Libraries, Frameworks & Software Standards
1 320 (7.35%) REST
2 316 (7.26%) React
3 302 (6.94%) PySpark
4 292 (6.71%) Kafka
5 194 (4.46%) .NET
6 187 (4.30%) Node.js
7 184 (4.23%) Pandas
8 155 (3.56%) PyTorch
9 144 (3.31%) JSON
10 140 (3.22%) RESTful
11 133 (3.06%) FastAPI
12 112 (2.57%) TensorFlow
13 110 (2.53%) Django
14 108 (2.48%) scikit-learn
15 107 (2.46%) NumPy
16 106 (2.44%) LangChain
17 103 (2.37%) AngularJS
18 96 (2.21%) LDAP
19 94 (2.16%) Flask
19 94 (2.16%) YAML
Miscellaneous
1 459 (10.55%) Cloud Native
2 186 (4.27%) Distributed Systems
3 126 (2.90%) Algorithms
4 112 (2.57%) AI Agents
4 112 (2.57%) Product Ownership
5 108 (2.48%) Data Protection Act
6 106 (2.44%) Derivative
7 104 (2.39%) Equities
8 103 (2.37%) Fixed Income
9 101 (2.32%) Data Structures
10 100 (2.30%) Data Centre
11 99 (2.27%) Onboarding
12 84 (1.93%) Hybrid Cloud
13 81 (1.86%) Enterprise Software
14 78 (1.79%) Legacy Systems
15 76 (1.75%) Management Information System
16 75 (1.72%) Security Posture
17 52 (1.19%) Public Cloud
18 43 (0.99%) Greenfield Project
18 43 (0.99%) Self-Motivation
Operating Systems
1 516 (11.86%) Linux
2 231 (5.31%) Windows
3 179 (4.11%) Unix
4 68 (1.56%) Red Hat Enterprise Linux
5 51 (1.17%) Windows Server
6 32 (0.74%) Ubuntu
7 31 (0.71%) VMS
8 24 (0.55%) AIX
8 24 (0.55%) Android
9 19 (0.44%) Solaris
10 17 (0.39%) Apple iOS
11 16 (0.37%) CentOS
12 14 (0.32%) Mac OS
13 9 (0.21%) Debian
13 9 (0.21%) zOS
14 6 (0.14%) Rocky
15 5 (0.11%) Amazon Linux
15 5 (0.11%) Embedded Linux
16 3 (0.069%) Oracle Linux
16 3 (0.069%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,580 (36.31%) CI/CD
2 1,172 (26.93%) DevOps
3 996 (22.89%) AI
4 915 (21.02%) Analytics
5 903 (20.75%) Agile
6 813 (18.68%) Problem-Solving
7 737 (16.93%) Data Pipeline
8 732 (16.82%) Infrastructure as Code
9 654 (15.03%) Machine Learning
10 624 (14.34%) Data Engineering
11 619 (14.22%) Data Modelling
12 605 (13.90%) Containerisation
13 601 (13.81%) ETL
14 540 (12.41%) Software Engineering
15 495 (11.37%) Data Science
16 444 (10.20%) Business Intelligence
17 442 (10.16%) Observability
18 434 (9.97%) Test Automation
19 370 (8.50%) LLM
20 346 (7.95%) Migration
Programming Languages
1 1,507 (34.63%) SQL
2 685 (15.74%) Java
3 533 (12.25%) PowerShell
4 474 (10.89%) Bash
5 400 (9.19%) JavaScript
6 299 (6.87%) C#
7 298 (6.85%) TypeScript
8 180 (4.14%) Go
9 156 (3.58%) R
10 131 (3.01%) Scala
11 124 (2.85%) C++
12 98 (2.25%) Shell Script
13 69 (1.59%) Ruby
14 67 (1.54%) Bicep
15 52 (1.19%) Data Analysis Expressions
16 51 (1.17%) Perl
16 51 (1.17%) PL/SQL
17 49 (1.13%) C
18 45 (1.03%) T-SQL
19 42 (0.97%) Groovy
Qualifications
1 973 (22.36%) Security Cleared
2 776 (17.83%) SC Cleared
3 341 (7.84%) Degree
4 153 (3.52%) Computer Science Degree
5 130 (2.99%) DV Cleared
6 99 (2.27%) BPSS Clearance
7 93 (2.14%) Azure Certification
8 72 (1.65%) CISSP
9 69 (1.59%) Master's Degree
10 65 (1.49%) AWS Certification
11 56 (1.29%) Cisco Certification
12 37 (0.85%) CCNP
12 37 (0.85%) CISM
13 36 (0.83%) PhD
14 28 (0.64%) VMware Certified Professional (VCP)
15 27 (0.62%) Microsoft Certification
16 21 (0.48%) ISTQB
17 19 (0.44%) CCIE
18 18 (0.41%) AWS Certified Solutions Architect
19 17 (0.39%) Microsoft Certified Professional
Quality Assurance & Compliance
1 448 (10.29%) Data Quality
2 183 (4.20%) QA
3 143 (3.29%) GDPR
4 86 (1.98%) NIST
5 83 (1.91%) ISO/IEC 27001
6 54 (1.24%) Accessibility
7 29 (0.67%) Sarbanes-Oxley
8 27 (0.62%) SLA
9 24 (0.55%) PCI DSS
10 23 (0.53%) HIPAA
11 17 (0.39%) WCAG
12 15 (0.34%) Actionable Recommendations
13 14 (0.32%) NCSC
14 10 (0.23%) Cyber Essentials
15 9 (0.21%) ISO 20022
16 8 (0.18%) California Consumer Privacy Act
16 8 (0.18%) SOC 2
17 7 (0.16%) GRC
17 7 (0.16%) MiFID
18 6 (0.14%) PSD2
System Software
1 680 (15.63%) Docker
2 135 (3.10%) Active Directory
3 75 (1.72%) VMware Infrastructure
4 61 (1.40%) Virtual Machines
5 33 (0.76%) VMware NSX
6 31 (0.71%) vSphere
7 28 (0.64%) Firmware
8 19 (0.44%) Hyper-V
9 14 (0.32%) KVM
10 12 (0.28%) VMware ESXi
11 11 (0.25%) NFS
12 9 (0.21%) Squid
13 8 (0.18%) HDFS
13 8 (0.18%) Virtual Desktop
14 6 (0.14%) Oracle RAC
15 4 (0.092%) Active Directory Lightweight Directory Services
15 4 (0.092%) Ceph
15 4 (0.092%) SRDF
16 3 (0.069%) PowerHA
16 3 (0.069%) Varnish
Systems Management
1 891 (20.47%) Terraform
2 800 (18.38%) Kubernetes
3 443 (10.18%) Ansible
4 258 (5.93%) Grafana
5 222 (5.10%) Prometheus
6 65 (1.49%) Puppet
7 52 (1.19%) Argo
8 39 (0.90%) Istio
9 32 (0.74%) Kibana
10 29 (0.67%) vCenter Server
11 27 (0.62%) Progress Chef
12 26 (0.60%) Nessus
13 24 (0.55%) Control-M
14 23 (0.53%) Nagios
15 20 (0.46%) vRealize
15 20 (0.46%) ZABBIX
16 17 (0.39%) HAProxy
16 17 (0.39%) Kubeflow
16 17 (0.39%) Rancher
16 17 (0.39%) Tivoli
Vendors
1 508 (11.67%) Microsoft
2 476 (10.94%) Databricks
3 212 (4.87%) Google
4 202 (4.64%) Oracle
5 189 (4.34%) Splunk
6 126 (2.90%) VMware
7 107 (2.46%) Red Hat
8 104 (2.39%) OpenAI
9 93 (2.14%) Cisco
10 89 (2.05%) ServiceNow
11 81 (1.86%) CyberArk
12 74 (1.70%) BeyondTrust
13 67 (1.54%) Dynatrace
14 63 (1.45%) F5
14 63 (1.45%) Palo Alto
15 53 (1.22%) IBM
16 50 (1.15%) Foundry
16 50 (1.15%) Informatica
17 44 (1.01%) SAP
18 40 (0.92%) Arista