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 24 April 2026, with comparisons to the same periods in the previous two years.

6 months to
24 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,385 3,284 3,462
As % of all contract jobs in England 11.04% 13.35% 9.30%
As % of the Programming Languages category 40.04% 39.55% 31.87%
Number of daily rates quoted 3,009 2,373 2,520
10th Percentile £363 £393 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £520 £550 £563
Median % change year-on-year -5.45% -2.22% -6.25%
75th Percentile £625 £699 £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 112 44 86
10th Percentile £27.50 £21.25 £25.38
25th Percentile £41.94 £26.05 £41.25
Median hourly rate £55.00 £43.50 £60.00
Median % change year-on-year +26.44% -27.50% -7.69%
75th Percentile £73.32 £58.75 £70.00
90th Percentile £83.75 £73.88 £77.50
UK median hourly rate £54.25 £39.32 £52.50
% change year-on-year +37.97% -25.10% -19.23%

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 10,952 8,304 10,862
As % of all contract IT jobs advertised in England 27.56% 33.76% 29.18%
Number of daily rates quoted 7,280 5,733 7,897
10th Percentile £352 £363 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £501 £525 £540
Median % change year-on-year -4.67% -2.78% -4.42%
75th Percentile £606 £650 £653
90th Percentile £725 £780 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 525 213 434
10th Percentile £41.73 £25.25 £35.51
25th Percentile £55.00 £39.25 £47.50
Median hourly rate £65.00 £62.50 £62.18
Median % change year-on-year +4.00% +0.52% -0.52%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -1.54%

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 24 April 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 24 April 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 24 April 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 2,505 £550 -8.33% 1,002
North of England +9 673 £478 -2.50% 401
South East -4 414 £500 -4.76% 593
Yorkshire 0 387 £475 -5.00% 116
Midlands -6 254 £500 +7.07% 187
North West +2 239 £490 +3.16% 203
South West -2 237 £500 -9.09% 195
West Midlands -4 192 £500 - 97
East of England -2 135 £500 -0.50% 220
East Midlands -13 61 £463 +9.47% 88
North East +8 53 £475 -1.30% 84
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
1 241 (5.50%) Apache Spark
2 187 (4.26%) Apache Airflow
3 129 (2.94%) Apache
4 118 (2.69%) Confluence
5 46 (1.05%) SAS
6 41 (0.94%) SharePoint
7 24 (0.55%) Jupyter
8 18 (0.41%) OpenStack
9 16 (0.36%) Microsoft Exchange
10 14 (0.32%) nginx
10 14 (0.32%) Palantir Foundry
11 13 (0.30%) Appian
12 9 (0.21%) Camunda
13 8 (0.18%) Apache Superset
13 8 (0.18%) CMS
14 7 (0.16%) ArcGIS
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.091%) CICS
17 3 (0.068%) IIS
Applications
1 127 (2.90%) Microsoft Excel
2 24 (0.55%) Chatbot
3 22 (0.50%) Microsoft Office
4 20 (0.46%) Spreadsheet
5 19 (0.43%) MS Visio
6 18 (0.41%) Microsoft PowerPoint
7 6 (0.14%) CPLEX
8 5 (0.11%) Weka
9 4 (0.091%) Microsoft Project
10 3 (0.068%) LaTeX
11 1 (0.023%) OrCAD
11 1 (0.023%) SPSS
Business Applications
1 25 (0.57%) Aladdin
2 12 (0.27%) SAP S/4HANA
3 9 (0.21%) Fidessa
4 6 (0.14%) SAP IBP
5 5 (0.11%) BambooHR
5 5 (0.11%) Oracle EBS
6 4 (0.091%) 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%) Remedy ITSM
8 1 (0.023%) Advent Geneva
8 1 (0.023%) Cerner Millennium
8 1 (0.023%) Dynamics CRM
8 1 (0.023%) IBM Planning Analytics
8 1 (0.023%) Loan IQ
8 1 (0.023%) ResourceLink
8 1 (0.023%) SimCorp Dimension
Cloud Services
1 1,673 (38.15%) AWS
2 1,539 (35.10%) Azure
3 676 (15.42%) GCP
4 578 (13.18%) GitHub
5 464 (10.58%) Power Platform
6 411 (9.37%) Serverless
7 337 (7.69%) Azure DevOps
8 326 (7.43%) Amazon S3
9 313 (7.14%) GitHub Actions
10 298 (6.80%) AWS Lambda
11 256 (5.84%) Azure Data Factory
12 199 (4.54%) Snowflake
13 180 (4.10%) AWS CloudFormation
14 158 (3.60%) Azure Synapse Analytics
15 146 (3.33%) dbt
16 142 (3.24%) OpenShift
17 134 (3.06%) Amazon EKS
18 123 (2.81%) Amazon ECS
19 107 (2.44%) Amazon CloudWatch
20 104 (2.37%) Amazon EC2
Communications & Networking
1 147 (3.35%) Firewall
2 120 (2.74%) DNS
3 88 (2.01%) Network Security
4 81 (1.85%) TCP/IP
5 68 (1.55%) VPN
6 58 (1.32%) BGP
7 57 (1.30%) WAN
8 44 (1.00%) HTTP
9 31 (0.71%) MPLS
9 31 (0.71%) OSPF
10 28 (0.64%) DHCP
10 28 (0.64%) SNMP
11 27 (0.62%) SAN
11 27 (0.62%) Wireshark
12 25 (0.57%) SSL
12 25 (0.57%) VLAN
13 24 (0.55%) LAN
14 20 (0.46%) BIG-IP
14 20 (0.46%) SD-WAN
14 20 (0.46%) VXLAN
Database & Business Intelligence
1 391 (8.92%) Power BI
2 293 (6.68%) PostgreSQL
3 252 (5.75%) Data Warehouse
4 211 (4.81%) SQL Server
5 203 (4.63%) Data Lake
6 181 (4.13%) Tableau
7 170 (3.88%) NoSQL
8 150 (3.42%) Relational Database
9 133 (3.03%) Metadata
10 121 (2.76%) BigQuery
11 118 (2.69%) Delta Lake
12 115 (2.62%) Big Data
13 105 (2.39%) Amazon Redshift
14 96 (2.19%) Amazon Athena
15 90 (2.05%) Amazon RDS
16 86 (1.96%) Azure SQL Database
17 80 (1.82%) MySQL
18 79 (1.80%) MongoDB
19 65 (1.48%) DynamoDB
20 60 (1.37%) Hadoop
Development Applications
1 537 (12.25%) Git
2 395 (9.01%) Jenkins
3 290 (6.61%) GitLab
4 226 (5.15%) JIRA
5 73 (1.66%) MLflow
6 64 (1.46%) Selenium
7 49 (1.12%) Postman
8 37 (0.84%) Cucumber
9 36 (0.82%) Bitbucket
10 26 (0.59%) Artifactory
11 25 (0.57%) SpecFlow
12 24 (0.55%) Cypress.io
12 24 (0.55%) JMeter
12 24 (0.55%) Sonatype Nexus
13 22 (0.50%) Gatling
13 22 (0.50%) Maven
14 21 (0.48%) Robot Framework
14 21 (0.48%) SonarQube
15 20 (0.46%) JUnit
16 17 (0.39%) REST Assured
General
1 1,017 (23.19%) Social Skills
2 895 (20.41%) Finance
3 628 (14.32%) Analytical Skills
4 402 (9.17%) Public Sector
5 326 (7.43%) Banking
6 162 (3.69%) Front Office
7 121 (2.76%) Documentation Skills
8 75 (1.71%) Investment Banking
9 66 (1.51%) Marketing
10 55 (1.25%) Retail
11 51 (1.16%) Inclusion and Diversity
11 51 (1.16%) Telecoms
12 49 (1.12%) Pharmaceutical
13 39 (0.89%) Legal
14 37 (0.84%) Influencing Skills
15 33 (0.75%) Financial Institution
16 32 (0.73%) Manufacturing
17 28 (0.64%) Presentation Skills
17 28 (0.64%) Publishing
18 27 (0.62%) Military
Job Titles
1 823 (18.77%) Developer
2 673 (15.35%) Data Engineer
3 597 (13.61%) Senior
4 393 (8.96%) Python Developer
5 304 (6.93%) Lead
6 298 (6.80%) Architect
7 245 (5.59%) Analyst
8 234 (5.34%) DevOps Engineer
9 227 (5.18%) Software Engineer
10 217 (4.95%) Python Engineer
11 198 (4.52%) Artificial Intelligence Engineer
12 188 (4.29%) Data Scientist
13 173 (3.95%) AWS Engineer
14 143 (3.26%) Azure Engineer
15 132 (3.01%) Senior Data Engineer
16 130 (2.96%) Data Analyst
17 129 (2.94%) Platform Engineer
18 126 (2.87%) Senior Developer
19 109 (2.49%) Full-Stack Developer
20 97 (2.21%) Security Engineer
Libraries, Frameworks & Software Standards
1 337 (7.69%) REST
2 315 (7.18%) React
3 311 (7.09%) Kafka
4 284 (6.48%) PySpark
5 215 (4.90%) Node.js
6 198 (4.52%) Pandas
7 192 (4.38%) .NET
8 172 (3.92%) PyTorch
9 141 (3.22%) JSON
9 141 (3.22%) RESTful
10 131 (2.99%) TensorFlow
11 127 (2.90%) NumPy
12 126 (2.87%) FastAPI
13 124 (2.83%) scikit-learn
14 109 (2.49%) LangChain
15 107 (2.44%) AngularJS
16 103 (2.35%) LDAP
17 98 (2.23%) YAML
18 95 (2.17%) Django
19 94 (2.14%) Flask
Miscellaneous
1 430 (9.81%) Cloud Native
2 179 (4.08%) Distributed Systems
3 135 (3.08%) Algorithms
4 122 (2.78%) Product Ownership
5 112 (2.55%) AI Agents
6 111 (2.53%) Equities
6 111 (2.53%) Fixed Income
7 105 (2.39%) Data Protection Act
8 99 (2.26%) Derivative
9 92 (2.10%) Data Structures
10 88 (2.01%) Onboarding
11 85 (1.94%) Enterprise Software
12 81 (1.85%) Hybrid Cloud
12 81 (1.85%) Security Posture
13 73 (1.66%) Management Information System
14 72 (1.64%) Data Centre
15 71 (1.62%) Legacy Systems
16 60 (1.37%) Public Cloud
17 45 (1.03%) Hedge funds
18 42 (0.96%) Greenfield Project
Operating Systems
1 542 (12.36%) Linux
2 228 (5.20%) Windows
3 169 (3.85%) Unix
4 72 (1.64%) Red Hat Enterprise Linux
5 46 (1.05%) Windows Server
6 36 (0.82%) VMS
7 34 (0.78%) Ubuntu
8 27 (0.62%) Android
9 19 (0.43%) CentOS
10 18 (0.41%) AIX
11 15 (0.34%) Mac OS
11 15 (0.34%) Solaris
12 14 (0.32%) Apple iOS
13 9 (0.21%) Debian
14 8 (0.18%) zOS
15 7 (0.16%) Amazon Linux
16 6 (0.14%) Embedded Linux
17 5 (0.11%) Windows 7
18 4 (0.091%) Rocky
19 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,585 (36.15%) CI/CD
2 1,197 (27.30%) DevOps
3 981 (22.37%) AI
4 958 (21.85%) Agile
5 956 (21.80%) Analytics
6 876 (19.98%) Problem-Solving
7 751 (17.13%) Infrastructure as Code
8 726 (16.56%) Data Pipeline
9 683 (15.58%) Machine Learning
10 629 (14.34%) Data Engineering
11 627 (14.30%) Containerisation
12 609 (13.89%) Data Modelling
13 599 (13.66%) ETL
14 527 (12.02%) Data Science
14 527 (12.02%) Software Engineering
15 462 (10.54%) Business Intelligence
16 457 (10.42%) Test Automation
17 435 (9.92%) Observability
18 363 (8.28%) LLM
19 346 (7.89%) Validation
Programming Languages
1 1,512 (34.48%) SQL
2 688 (15.69%) Java
3 544 (12.41%) PowerShell
4 471 (10.74%) Bash
5 412 (9.40%) JavaScript
6 305 (6.96%) C#
7 295 (6.73%) TypeScript
8 182 (4.15%) Go
9 159 (3.63%) R
10 132 (3.01%) Scala
11 121 (2.76%) C++
12 99 (2.26%) Shell Script
13 81 (1.85%) Ruby
14 72 (1.64%) Bicep
15 52 (1.19%) Perl
16 50 (1.14%) C
17 49 (1.12%) Kusto Query Language
18 48 (1.09%) Data Analysis Expressions
19 43 (0.98%) PL/SQL
20 42 (0.96%) T-SQL
Qualifications
1 995 (22.69%) Security Cleared
2 813 (18.54%) SC Cleared
3 350 (7.98%) Degree
4 163 (3.72%) Computer Science Degree
5 121 (2.76%) DV Cleared
6 109 (2.49%) BPSS Clearance
7 95 (2.17%) Azure Certification
8 83 (1.89%) CISSP
9 78 (1.78%) Master's Degree
10 75 (1.71%) AWS Certification
11 55 (1.25%) Cisco Certification
12 46 (1.05%) CISM
13 39 (0.89%) PhD
14 38 (0.87%) CCNP
15 34 (0.78%) VMware Certified Professional (VCP)
16 32 (0.73%) Microsoft Certification
17 23 (0.52%) AWS Certified Solutions Architect
18 21 (0.48%) GIAC
19 20 (0.46%) ISTQB
20 19 (0.43%) CEH
Quality Assurance & Compliance
1 442 (10.08%) Data Quality
2 183 (4.17%) QA
3 157 (3.58%) GDPR
4 95 (2.17%) NIST
5 90 (2.05%) ISO/IEC 27001
6 54 (1.23%) Accessibility
7 29 (0.66%) Sarbanes-Oxley
8 26 (0.59%) SLA
9 24 (0.55%) HIPAA
9 24 (0.55%) PCI DSS
10 17 (0.39%) NCSC
11 16 (0.36%) WCAG
12 14 (0.32%) Actionable Recommendations
13 9 (0.21%) Cyber Essentials
13 9 (0.21%) ISO 20022
14 8 (0.18%) California Consumer Privacy Act
14 8 (0.18%) GRC
14 8 (0.18%) PMO
14 8 (0.18%) SOC 2
15 6 (0.14%) PSD2
System Software
1 739 (16.85%) Docker
2 152 (3.47%) Active Directory
3 80 (1.82%) VMware Infrastructure
4 58 (1.32%) Virtual Machines
5 35 (0.80%) VMware NSX
6 34 (0.78%) vSphere
7 28 (0.64%) Firmware
8 20 (0.46%) Hyper-V
9 13 (0.30%) KVM
9 13 (0.30%) VMware ESXi
10 9 (0.21%) HDFS
11 6 (0.14%) GPFS
11 6 (0.14%) Lustre
11 6 (0.14%) Oracle RAC
11 6 (0.14%) Postfix
11 6 (0.14%) Slurm Workload Manager
12 5 (0.11%) NFS
12 5 (0.11%) Virtual Desktop
13 4 (0.091%) Ceph
13 4 (0.091%) Squid
Systems Management
1 942 (21.48%) Terraform
2 826 (18.84%) Kubernetes
3 426 (9.71%) Ansible
4 268 (6.11%) Grafana
5 233 (5.31%) Prometheus
6 66 (1.51%) Argo
6 66 (1.51%) Puppet
7 41 (0.94%) Istio
8 37 (0.84%) Kibana
9 32 (0.73%) vCenter Server
10 27 (0.62%) Progress Chef
11 25 (0.57%) Nessus
12 24 (0.55%) vRealize
13 23 (0.52%) Control-M
13 23 (0.52%) Rancher
14 19 (0.43%) Kubeflow
14 19 (0.43%) Nagios
15 18 (0.41%) Single Sign-On
16 17 (0.39%) IBM Guardium
16 17 (0.39%) Microsoft Intune
Vendors
1 549 (12.52%) Microsoft
2 482 (10.99%) Databricks
3 226 (5.15%) Google
4 192 (4.38%) Splunk
5 188 (4.29%) Oracle
6 136 (3.10%) VMware
7 109 (2.49%) Red Hat
8 108 (2.46%) OpenAI
9 94 (2.14%) Cisco
10 88 (2.01%) CyberArk
11 86 (1.96%) ServiceNow
12 73 (1.66%) BeyondTrust
13 58 (1.32%) Foundry
14 52 (1.19%) Dynatrace
15 50 (1.14%) Informatica
16 48 (1.09%) IBM
17 46 (1.05%) F5
18 44 (1.00%) SAP
19 43 (0.98%) Palo Alto
20 36 (0.82%) Fortinet