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

6 months to
14 May 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,335 3,181 3,466
As % of all contract jobs in England 10.67% 13.19% 9.48%
As % of the Programming Languages category 40.13% 39.11% 32.05%
Number of daily rates quoted 2,946 2,296 2,529
10th Percentile £363 £389 £388
25th Percentile £425 £450 £463
Median daily rate (50th Percentile) £525 £550 £573
Median % change year-on-year -4.55% -3.93% -4.58%
75th Percentile £625 £694 £700
90th Percentile £750 £825 £825
UK median daily rate £520 £550 £560
% change year-on-year -5.45% -1.79% -6.67%
Number of hourly rates quoted 113 46 83
10th Percentile £30.10 £21.63 £25.45
25th Percentile £43.81 £26.75 £46.22
Median hourly rate £55.00 £39.66 £62.50
Median % change year-on-year +38.68% -36.54% -3.85%
75th Percentile £74.26 £58.44 £72.50
90th Percentile £84.75 £73.13 £78.50
UK median hourly rate £55.00 £39.32 £61.25
% change year-on-year +39.88% -35.80% -4.85%

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 10,802 8,133 10,816
As % of all contract IT jobs advertised in England 26.59% 33.72% 29.59%
Number of daily rates quoted 7,138 5,646 7,855
10th Percentile £352 £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 £659
90th Percentile £725 £780 £775
UK median daily rate £500 £520 £530
% change year-on-year -3.85% -1.89% -3.64%
Number of hourly rates quoted 528 209 441
10th Percentile £41.94 £26.31 £38.39
25th Percentile £55.00 £38.11 £50.75
Median hourly rate £65.00 £63.00 £62.50
Median % change year-on-year +3.17% +0.80% -
75th Percentile £70.00 £68.50 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £62.50
% change year-on-year +4.00% - +1.07%

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 14 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 14 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 14 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 2,461 £550 -8.33% 1,274
North of England +10 692 £480 -1.79% 506
South East -3 406 £513 -0.39% 596
Yorkshire 0 387 £475 -5.00% 140
Midlands -11 250 £499 +10.89% 233
North West +3 249 £500 +4.17% 276
South West 0 249 £500 -9.09% 236
West Midlands -9 193 £500 - 109
East of England -6 126 £500 - 202
North East +8 65 £475 +5.56% 94
East Midlands -12 56 £497 +17.51% 124
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
1 239 (5.51%) Apache Spark
2 175 (4.04%) Apache Airflow
3 132 (3.04%) Apache
4 108 (2.49%) Confluence
5 46 (1.06%) SAS
6 37 (0.85%) SharePoint
7 30 (0.69%) Jupyter
8 18 (0.42%) OpenStack
9 15 (0.35%) Microsoft Exchange
10 14 (0.32%) Palantir Foundry
11 11 (0.25%) Appian
12 9 (0.21%) IIS
13 8 (0.18%) Apache Superset
13 8 (0.18%) CMS
14 7 (0.16%) ArcGIS
14 7 (0.16%) Camunda
15 6 (0.14%) nginx
16 5 (0.12%) WebSphere
16 5 (0.12%) WebSphere Application Server
17 4 (0.092%) CICS
Applications
1 111 (2.56%) Microsoft Excel
2 24 (0.55%) Chatbot
3 23 (0.53%) Microsoft Office
4 18 (0.42%) 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 23 (0.53%) Aladdin
2 14 (0.32%) SAP S/4HANA
3 7 (0.16%) Fidessa
3 7 (0.16%) SAP IBP
4 6 (0.14%) Remedy ITSM
5 5 (0.12%) BambooHR
5 5 (0.12%) Oracle EBS
6 4 (0.092%) Bloomberg AIM
7 2 (0.046%) Actimize
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%) SimCorp Dimension
8 1 (0.023%) Advent Geneva
8 1 (0.023%) IBM Planning Analytics
8 1 (0.023%) SAP BPC
Cloud Services
1 1,644 (37.92%) AWS
2 1,506 (34.74%) Azure
3 643 (14.83%) GCP
4 535 (12.34%) GitHub
5 450 (10.38%) Power Platform
6 378 (8.72%) Serverless
7 326 (7.52%) Azure DevOps
8 312 (7.20%) Amazon S3
9 296 (6.83%) GitHub Actions
10 272 (6.27%) AWS Lambda
11 246 (5.67%) Azure Data Factory
12 186 (4.29%) Snowflake
13 158 (3.64%) AWS CloudFormation
14 156 (3.60%) Azure Synapse Analytics
15 148 (3.41%) dbt
16 140 (3.23%) OpenShift
17 124 (2.86%) Amazon EKS
18 105 (2.42%) Amazon CloudWatch
19 104 (2.40%) Amazon ECS
20 95 (2.19%) Amazon EC2
Communications & Networking
1 158 (3.64%) Firewall
2 118 (2.72%) DNS
3 89 (2.05%) Network Security
4 83 (1.91%) TCP/IP
5 74 (1.71%) WAN
6 71 (1.64%) BGP
7 68 (1.57%) VPN
8 45 (1.04%) HTTP
9 44 (1.01%) OSPF
10 36 (0.83%) BIG-IP
11 35 (0.81%) SD-WAN
12 33 (0.76%) SNMP
13 32 (0.74%) VXLAN
14 31 (0.72%) DHCP
15 30 (0.69%) Wireshark
16 29 (0.67%) MPLS
16 29 (0.67%) SAN
17 27 (0.62%) LAN
18 26 (0.60%) SSL
19 25 (0.58%) VLAN
Database & Business Intelligence
1 388 (8.95%) Power BI
2 278 (6.41%) PostgreSQL
3 244 (5.63%) Data Warehouse
4 217 (5.01%) SQL Server
5 200 (4.61%) Data Lake
6 175 (4.04%) Tableau
7 150 (3.46%) NoSQL
8 149 (3.44%) Relational Database
9 133 (3.07%) Metadata
10 123 (2.84%) Delta Lake
11 118 (2.72%) BigQuery
12 116 (2.68%) Big Data
13 100 (2.31%) Amazon Athena
14 99 (2.28%) Amazon Redshift
15 80 (1.85%) Azure SQL Database
16 78 (1.80%) MongoDB
17 77 (1.78%) Amazon RDS
18 66 (1.52%) MySQL
19 65 (1.50%) DynamoDB
20 58 (1.34%) Hadoop
Development Applications
1 519 (11.97%) Git
2 378 (8.72%) Jenkins
3 294 (6.78%) GitLab
4 207 (4.78%) JIRA
5 76 (1.75%) MLflow
6 58 (1.34%) Selenium
7 50 (1.15%) Postman
8 32 (0.74%) Cucumber
9 29 (0.67%) Artifactory
10 24 (0.55%) Bitbucket
11 23 (0.53%) JMeter
12 22 (0.51%) Cypress.io
12 22 (0.51%) Robot Framework
12 22 (0.51%) SonarQube
13 20 (0.46%) Maven
13 20 (0.46%) Sonatype Nexus
14 19 (0.44%) JUnit
14 19 (0.44%) SpecFlow
15 17 (0.39%) Gatling
15 17 (0.39%) REST Assured
General
1 960 (22.15%) Social Skills
2 901 (20.78%) Finance
3 604 (13.93%) Analytical Skills
4 382 (8.81%) Public Sector
5 323 (7.45%) Banking
6 172 (3.97%) Front Office
7 117 (2.70%) Documentation Skills
8 87 (2.01%) Investment Banking
9 61 (1.41%) Marketing
10 56 (1.29%) Inclusion and Diversity
11 51 (1.18%) Retail
12 49 (1.13%) Telecoms
13 47 (1.08%) Pharmaceutical
14 37 (0.85%) Legal
15 34 (0.78%) Influencing Skills
16 33 (0.76%) Financial Institution
17 30 (0.69%) Publishing
18 29 (0.67%) Military
19 28 (0.65%) Manufacturing
20 27 (0.62%) Presentation Skills
Job Titles
1 796 (18.36%) Developer
2 679 (15.66%) Data Engineer
3 613 (14.14%) Senior
4 385 (8.88%) Python Developer
5 300 (6.92%) Lead
6 289 (6.67%) Architect
7 242 (5.58%) Analyst
8 230 (5.31%) DevOps Engineer
9 224 (5.17%) Software Engineer
10 213 (4.91%) Python Engineer
11 195 (4.50%) Artificial Intelligence Engineer
12 179 (4.13%) Data Scientist
13 158 (3.64%) AWS Engineer
14 148 (3.41%) Azure Engineer
15 137 (3.16%) Senior Data Engineer
16 129 (2.98%) Data Analyst
16 129 (2.98%) Senior Developer
17 111 (2.56%) Platform Engineer
18 110 (2.54%) Full-Stack Developer
19 108 (2.49%) Security Engineer
Libraries, Frameworks & Software Standards
1 315 (7.27%) React
2 314 (7.24%) REST
3 300 (6.92%) PySpark
4 297 (6.85%) Kafka
5 196 (4.52%) .NET
6 187 (4.31%) Node.js
7 182 (4.20%) Pandas
8 157 (3.62%) PyTorch
9 141 (3.25%) RESTful
10 139 (3.21%) JSON
11 132 (3.04%) FastAPI
12 114 (2.63%) TensorFlow
13 109 (2.51%) scikit-learn
14 108 (2.49%) Django
14 108 (2.49%) NumPy
15 105 (2.42%) LDAP
16 104 (2.40%) LangChain
17 99 (2.28%) AngularJS
18 96 (2.21%) YAML
19 92 (2.12%) Flask
Miscellaneous
1 451 (10.40%) Cloud Native
2 185 (4.27%) Distributed Systems
3 125 (2.88%) Algorithms
4 112 (2.58%) AI Agents
5 109 (2.51%) Product Ownership
6 108 (2.49%) Data Protection Act
7 103 (2.38%) Fixed Income
8 102 (2.35%) Derivative
8 102 (2.35%) Equities
9 99 (2.28%) Onboarding
10 98 (2.26%) Data Centre
11 95 (2.19%) Data Structures
12 85 (1.96%) Hybrid Cloud
13 82 (1.89%) Enterprise Software
14 78 (1.80%) Security Posture
15 77 (1.78%) Legacy Systems
16 76 (1.75%) Management Information System
17 52 (1.20%) Public Cloud
18 43 (0.99%) Self-Motivation
19 42 (0.97%) Greenfield Project
Operating Systems
1 527 (12.16%) Linux
2 240 (5.54%) Windows
3 177 (4.08%) Unix
4 73 (1.68%) Red Hat Enterprise Linux
5 49 (1.13%) Windows Server
6 35 (0.81%) Ubuntu
7 32 (0.74%) VMS
8 24 (0.55%) AIX
8 24 (0.55%) Android
9 20 (0.46%) CentOS
10 19 (0.44%) Solaris
11 17 (0.39%) Apple iOS
12 14 (0.32%) Mac OS
13 10 (0.23%) Debian
14 9 (0.21%) zOS
15 6 (0.14%) Embedded Linux
15 6 (0.14%) Rocky
16 5 (0.12%) Amazon Linux
17 4 (0.092%) Windows 7
18 3 (0.069%) Oracle Linux
Processes & Methodologies
1 1,579 (36.42%) CI/CD
2 1,175 (27.10%) DevOps
3 981 (22.63%) AI
4 919 (21.20%) Analytics
5 904 (20.85%) Agile
6 825 (19.03%) Problem-Solving
7 735 (16.96%) Infrastructure as Code
8 728 (16.79%) Data Pipeline
9 652 (15.04%) Machine Learning
10 624 (14.39%) Data Engineering
11 615 (14.19%) Data Modelling
12 611 (14.09%) Containerisation
13 598 (13.79%) ETL
14 525 (12.11%) Software Engineering
15 496 (11.44%) Data Science
16 450 (10.38%) Business Intelligence
17 437 (10.08%) Test Automation
18 435 (10.03%) Observability
19 363 (8.37%) LLM
20 344 (7.94%) Validation
Programming Languages
1 1,497 (34.53%) SQL
2 671 (15.48%) Java
3 546 (12.60%) PowerShell
4 477 (11.00%) Bash
5 396 (9.13%) JavaScript
6 305 (7.04%) C#
7 296 (6.83%) TypeScript
8 178 (4.11%) Go
9 156 (3.60%) R
10 130 (3.00%) Scala
11 123 (2.84%) C++
12 97 (2.24%) Shell Script
13 69 (1.59%) Ruby
14 68 (1.57%) Bicep
15 53 (1.22%) Data Analysis Expressions
16 51 (1.18%) Perl
17 50 (1.15%) PL/SQL
18 48 (1.11%) C
19 45 (1.04%) T-SQL
20 42 (0.97%) Groovy
Qualifications
1 980 (22.61%) Security Cleared
2 786 (18.13%) SC Cleared
3 334 (7.70%) Degree
4 156 (3.60%) Computer Science Degree
5 124 (2.86%) DV Cleared
6 99 (2.28%) BPSS Clearance
7 94 (2.17%) Azure Certification
8 77 (1.78%) CISSP
9 71 (1.64%) AWS Certification
10 68 (1.57%) Master's Degree
11 57 (1.31%) Cisco Certification
12 41 (0.95%) CISM
13 37 (0.85%) CCNP
14 34 (0.78%) PhD
15 32 (0.74%) VMware Certified Professional (VCP)
16 27 (0.62%) Microsoft Certification
17 24 (0.55%) AWS Certified Solutions Architect
18 21 (0.48%) ISTQB
19 19 (0.44%) CCIE
20 17 (0.39%) Microsoft Certified Professional
Quality Assurance & Compliance
1 443 (10.22%) Data Quality
2 188 (4.34%) QA
3 149 (3.44%) GDPR
4 92 (2.12%) NIST
5 88 (2.03%) ISO/IEC 27001
6 53 (1.22%) Accessibility
7 28 (0.65%) Sarbanes-Oxley
8 27 (0.62%) SLA
9 25 (0.58%) PCI DSS
10 23 (0.53%) HIPAA
11 17 (0.39%) WCAG
12 15 (0.35%) Actionable Recommendations
12 15 (0.35%) NCSC
13 10 (0.23%) Cyber Essentials
14 9 (0.21%) ISO 20022
15 8 (0.18%) California Consumer Privacy Act
15 8 (0.18%) GRC
15 8 (0.18%) MiFID
15 8 (0.18%) SOC 2
16 7 (0.16%) PMO
System Software
1 689 (15.89%) Docker
2 144 (3.32%) Active Directory
3 81 (1.87%) VMware Infrastructure
4 61 (1.41%) Virtual Machines
5 33 (0.76%) VMware NSX
6 30 (0.69%) vSphere
7 29 (0.67%) Firmware
8 22 (0.51%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.28%) VMware ESXi
11 9 (0.21%) HDFS
11 9 (0.21%) Squid
12 8 (0.18%) NFS
13 7 (0.16%) Postfix
13 7 (0.16%) Virtual Desktop
14 6 (0.14%) Oracle RAC
15 4 (0.092%) Active Directory Lightweight Directory Services
15 4 (0.092%) SRDF
16 3 (0.069%) Embedded Firmware
16 3 (0.069%) Varnish
Systems Management
1 896 (20.67%) Terraform
2 799 (18.43%) Kubernetes
3 445 (10.27%) Ansible
4 262 (6.04%) Grafana
5 222 (5.12%) Prometheus
6 66 (1.52%) Puppet
7 54 (1.25%) Argo
8 38 (0.88%) Istio
9 33 (0.76%) Kibana
10 29 (0.67%) vCenter Server
11 28 (0.65%) Progress Chef
12 25 (0.58%) Nessus
13 24 (0.55%) Control-M
14 23 (0.53%) Nagios
15 21 (0.48%) vRealize
16 20 (0.46%) ZABBIX
17 19 (0.44%) Rancher
18 17 (0.39%) HAProxy
18 17 (0.39%) IBM Guardium
18 17 (0.39%) Kubeflow
Vendors
1 511 (11.79%) Microsoft
2 475 (10.96%) Databricks
3 209 (4.82%) Google
4 199 (4.59%) Oracle
5 190 (4.38%) Splunk
6 133 (3.07%) VMware
7 105 (2.42%) Red Hat
8 103 (2.38%) OpenAI
9 94 (2.17%) Cisco
10 86 (1.98%) CyberArk
11 84 (1.94%) ServiceNow
12 78 (1.80%) BeyondTrust
13 64 (1.48%) Dynatrace
14 61 (1.41%) F5
15 60 (1.38%) Palo Alto
16 54 (1.25%) IBM
17 53 (1.22%) Foundry
18 51 (1.18%) Informatica
19 45 (1.04%) SAP
20 38 (0.88%) Arista