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

6 months to
3 May 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,380 3,252 3,464
As % of all contract jobs in England 10.82% 13.34% 9.34%
As % of the Programming Languages category 40.01% 39.39% 31.74%
Number of daily rates quoted 2,998 2,355 2,517
10th Percentile £363 £393 £393
25th Percentile £425 £456 £463
Median daily rate (50th Percentile) £525 £550 £563
Median % change year-on-year -4.55% -2.22% -6.25%
75th Percentile £625 £700 £688
90th Percentile £750 £838 £819
UK median daily rate £518 £550 £550
% change year-on-year -5.91% - -8.33%
Number of hourly rates quoted 113 46 83
10th Percentile £28.30 £21.25 £25.30
25th Percentile £43.81 £26.37 £42.38
Median hourly rate £55.00 £39.66 £62.50
Median % change year-on-year +38.68% -36.54% -3.85%
75th Percentile £73.00 £58.44 £71.88
90th Percentile £83.75 £73.13 £77.50
UK median hourly rate £55.00 £37.50 £60.00
% change year-on-year +46.67% -37.50% -1.92%

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 10,948 8,256 10,914
As % of all contract IT jobs advertised in England 27.05% 33.87% 29.42%
Number of daily rates quoted 7,270 5,726 7,931
10th Percentile £355 £363 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £505 £525 £540
Median % change year-on-year -3.81% -2.78% -4.36%
75th Percentile £613 £650 £650
90th Percentile £725 £788 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 528 218 440
10th Percentile £42.33 £25.26 £35.52
25th Percentile £55.00 £36.74 £48.32
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - +4.17%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £61.60
% change year-on-year +4.00% +1.46% +2.67%

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 3 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 3 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 3 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 2,477 £550 -8.33% 1,304
North of England +10 680 £479 -2.44% 509
South East -1 413 £510 -2.86% 588
Yorkshire 0 383 £475 -5.00% 158
Midlands -13 260 £500 +10.01% 226
South West -1 255 £500 -9.09% 201
North West +2 247 £500 +5.26% 268
West Midlands -8 197 £500 - 113
East of England -3 136 £500 -0.50% 204
East Midlands -11 62 £483 +13.53% 113
North East +8 59 £475 +2.70% 85
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
1 242 (5.53%) Apache Spark
2 174 (3.97%) Apache Airflow
3 129 (2.95%) Apache
4 113 (2.58%) Confluence
5 47 (1.07%) SAS
6 40 (0.91%) SharePoint
7 26 (0.59%) Jupyter
8 19 (0.43%) OpenStack
9 15 (0.34%) Microsoft Exchange
10 13 (0.30%) Palantir Foundry
11 12 (0.27%) Appian
12 8 (0.18%) Apache Superset
12 8 (0.18%) Camunda
12 8 (0.18%) CMS
12 8 (0.18%) nginx
13 7 (0.16%) ArcGIS
14 6 (0.14%) IIS
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.091%) CICS
Applications
1 122 (2.79%) Microsoft Excel
2 25 (0.57%) Chatbot
3 22 (0.50%) Microsoft Office
4 19 (0.43%) MS Visio
4 19 (0.43%) Spreadsheet
5 18 (0.41%) Microsoft PowerPoint
6 6 (0.14%) CPLEX
7 4 (0.091%) Microsoft Project
7 4 (0.091%) Weka
8 3 (0.068%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
Business Applications
1 22 (0.50%) Aladdin
2 13 (0.30%) 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
6 4 (0.091%) Remedy ITSM
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 ERP
8 1 (0.023%) IBM Planning Analytics
8 1 (0.023%) Loan IQ
8 1 (0.023%) Oracle Applications
8 1 (0.023%) ResourceLink
8 1 (0.023%) SAP APO
8 1 (0.023%) Teamcenter
Cloud Services
1 1,658 (37.85%) AWS
2 1,540 (35.16%) Azure
3 674 (15.39%) GCP
4 561 (12.81%) GitHub
5 476 (10.87%) Power Platform
6 390 (8.90%) Serverless
7 326 (7.44%) Azure DevOps
8 316 (7.21%) Amazon S3
9 304 (6.94%) GitHub Actions
10 279 (6.37%) AWS Lambda
11 254 (5.80%) Azure Data Factory
12 188 (4.29%) Snowflake
13 177 (4.04%) AWS CloudFormation
14 158 (3.61%) Azure Synapse Analytics
15 143 (3.26%) dbt
16 141 (3.22%) OpenShift
17 131 (2.99%) Amazon EKS
18 116 (2.65%) Amazon ECS
19 103 (2.35%) Amazon CloudWatch
20 97 (2.21%) Amazon EC2
Communications & Networking
1 151 (3.45%) Firewall
2 117 (2.67%) DNS
3 85 (1.94%) Network Security
4 81 (1.85%) TCP/IP
5 69 (1.58%) BGP
5 69 (1.58%) VPN
6 68 (1.55%) WAN
7 44 (1.00%) HTTP
8 41 (0.94%) OSPF
9 34 (0.78%) SNMP
10 31 (0.71%) BIG-IP
10 31 (0.71%) MPLS
11 28 (0.64%) SD-WAN
11 28 (0.64%) VXLAN
11 28 (0.64%) Wireshark
12 27 (0.62%) DHCP
12 27 (0.62%) LAN
12 27 (0.62%) SAN
13 25 (0.57%) VLAN
14 23 (0.53%) SSL
Database & Business Intelligence
1 402 (9.18%) Power BI
2 284 (6.48%) PostgreSQL
3 247 (5.64%) Data Warehouse
4 218 (4.98%) SQL Server
5 204 (4.66%) Data Lake
6 178 (4.06%) Tableau
7 160 (3.65%) NoSQL
8 150 (3.42%) Relational Database
9 135 (3.08%) Metadata
10 120 (2.74%) BigQuery
10 120 (2.74%) Delta Lake
11 117 (2.67%) Big Data
12 103 (2.35%) Amazon Redshift
13 98 (2.24%) Amazon Athena
14 90 (2.05%) Amazon RDS
15 86 (1.96%) Azure SQL Database
16 78 (1.78%) MongoDB
17 74 (1.69%) MySQL
18 64 (1.46%) DynamoDB
19 60 (1.37%) Hadoop
Development Applications
1 532 (12.15%) Git
2 382 (8.72%) Jenkins
3 289 (6.60%) GitLab
4 215 (4.91%) JIRA
5 76 (1.74%) MLflow
6 61 (1.39%) Selenium
7 48 (1.10%) Postman
8 34 (0.78%) Cucumber
9 29 (0.66%) Bitbucket
10 27 (0.62%) Artifactory
11 24 (0.55%) Cypress.io
12 23 (0.53%) Sonatype Nexus
13 22 (0.50%) Maven
13 22 (0.50%) Robot Framework
13 22 (0.50%) SonarQube
14 21 (0.48%) JMeter
14 21 (0.48%) SpecFlow
15 19 (0.43%) JUnit
16 18 (0.41%) Gatling
17 17 (0.39%) REST Assured
General
1 1,002 (22.88%) Social Skills
2 901 (20.57%) Finance
3 619 (14.13%) Analytical Skills
4 401 (9.16%) Public Sector
5 323 (7.37%) Banking
6 164 (3.74%) Front Office
7 122 (2.79%) Documentation Skills
8 75 (1.71%) Investment Banking
9 70 (1.60%) Marketing
10 54 (1.23%) Inclusion and Diversity
11 52 (1.19%) Retail
12 50 (1.14%) Pharmaceutical
12 50 (1.14%) Telecoms
13 37 (0.84%) Influencing Skills
13 37 (0.84%) Legal
14 33 (0.75%) Financial Institution
15 30 (0.68%) Manufacturing
16 29 (0.66%) Publishing
17 28 (0.64%) Presentation Skills
18 27 (0.62%) Military
Job Titles
1 834 (19.04%) Developer
2 676 (15.43%) Data Engineer
3 618 (14.11%) Senior
4 398 (9.09%) Python Developer
5 307 (7.01%) Lead
6 298 (6.80%) Architect
7 239 (5.46%) Analyst
8 223 (5.09%) DevOps Engineer
9 222 (5.07%) Software Engineer
10 213 (4.86%) Python Engineer
11 196 (4.47%) Artificial Intelligence Engineer
12 189 (4.32%) Data Scientist
13 160 (3.65%) AWS Engineer
14 137 (3.13%) Azure Engineer
14 137 (3.13%) Senior Developer
15 136 (3.11%) Senior Data Engineer
16 128 (2.92%) Data Analyst
17 115 (2.63%) Full-Stack Developer
18 114 (2.60%) Platform Engineer
19 102 (2.33%) Security Engineer
Libraries, Frameworks & Software Standards
1 329 (7.51%) REST
2 312 (7.12%) React
3 306 (6.99%) Kafka
4 289 (6.60%) PySpark
5 209 (4.77%) Node.js
6 197 (4.50%) .NET
7 193 (4.41%) Pandas
8 172 (3.93%) PyTorch
9 140 (3.20%) JSON
9 140 (3.20%) RESTful
10 130 (2.97%) FastAPI
10 130 (2.97%) TensorFlow
11 122 (2.79%) scikit-learn
12 118 (2.69%) NumPy
13 107 (2.44%) LangChain
13 107 (2.44%) LDAP
14 105 (2.40%) AngularJS
15 98 (2.24%) Django
15 98 (2.24%) YAML
16 96 (2.19%) Flask
Miscellaneous
1 448 (10.23%) Cloud Native
2 176 (4.02%) Distributed Systems
3 130 (2.97%) Algorithms
4 120 (2.74%) Product Ownership
5 112 (2.56%) AI Agents
6 109 (2.49%) Fixed Income
7 108 (2.47%) Data Protection Act
7 108 (2.47%) Equities
8 98 (2.24%) Derivative
9 96 (2.19%) Onboarding
10 93 (2.12%) Data Structures
11 86 (1.96%) Data Centre
12 85 (1.94%) Hybrid Cloud
13 83 (1.89%) Enterprise Software
14 78 (1.78%) Security Posture
15 74 (1.69%) Management Information System
16 72 (1.64%) Legacy Systems
17 56 (1.28%) Public Cloud
18 42 (0.96%) Self-Motivation
19 41 (0.94%) Greenfield Project
Operating Systems
1 537 (12.26%) Linux
2 234 (5.34%) Windows
3 168 (3.84%) Unix
4 69 (1.58%) Red Hat Enterprise Linux
5 47 (1.07%) Windows Server
6 35 (0.80%) VMS
7 34 (0.78%) Ubuntu
8 28 (0.64%) Android
9 22 (0.50%) AIX
10 18 (0.41%) CentOS
11 17 (0.39%) Solaris
12 15 (0.34%) Apple iOS
12 15 (0.34%) Mac OS
13 10 (0.23%) Debian
14 9 (0.21%) zOS
15 6 (0.14%) Embedded Linux
16 5 (0.11%) Amazon Linux
16 5 (0.11%) Rocky
16 5 (0.11%) Windows 7
17 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,584 (36.16%) CI/CD
2 1,182 (26.99%) DevOps
3 991 (22.63%) AI
4 949 (21.67%) Analytics
5 946 (21.60%) Agile
6 857 (19.57%) Problem-Solving
7 741 (16.92%) Infrastructure as Code
8 726 (16.58%) Data Pipeline
9 678 (15.48%) Machine Learning
10 630 (14.38%) Containerisation
11 624 (14.25%) Data Engineering
12 612 (13.97%) Data Modelling
13 596 (13.61%) ETL
14 528 (12.05%) Software Engineering
15 515 (11.76%) Data Science
16 469 (10.71%) Business Intelligence
17 454 (10.37%) Test Automation
18 438 (10.00%) Observability
19 360 (8.22%) LLM
20 348 (7.95%) Validation
Programming Languages
1 1,509 (34.45%) SQL
2 695 (15.87%) Java
3 537 (12.26%) PowerShell
4 466 (10.64%) Bash
5 409 (9.34%) JavaScript
6 306 (6.99%) C#
7 296 (6.76%) TypeScript
8 181 (4.13%) Go
9 163 (3.72%) R
10 133 (3.04%) Scala
11 123 (2.81%) C++
12 95 (2.17%) Shell Script
13 81 (1.85%) Ruby
14 71 (1.62%) Bicep
15 51 (1.16%) Data Analysis Expressions
16 50 (1.14%) Perl
17 49 (1.12%) C
18 48 (1.10%) PL/SQL
19 46 (1.05%) Kusto Query Language
20 42 (0.96%) T-SQL
Qualifications
1 991 (22.63%) Security Cleared
2 800 (18.26%) SC Cleared
3 343 (7.83%) Degree
4 161 (3.68%) Computer Science Degree
5 124 (2.83%) DV Cleared
6 109 (2.49%) BPSS Clearance
7 93 (2.12%) Azure Certification
8 81 (1.85%) CISSP
9 72 (1.64%) Master's Degree
10 71 (1.62%) AWS Certification
11 57 (1.30%) Cisco Certification
12 48 (1.10%) CISM
13 37 (0.84%) CCNP
14 35 (0.80%) PhD
15 33 (0.75%) VMware Certified Professional (VCP)
16 32 (0.73%) Microsoft Certification
17 22 (0.50%) AWS Certified Solutions Architect
18 20 (0.46%) CCIE
18 20 (0.46%) ISTQB
19 18 (0.41%) Microsoft Certified Professional
Quality Assurance & Compliance
1 438 (10.00%) Data Quality
2 185 (4.22%) QA
3 155 (3.54%) GDPR
4 96 (2.19%) NIST
5 91 (2.08%) ISO/IEC 27001
6 58 (1.32%) Accessibility
7 31 (0.71%) Sarbanes-Oxley
8 26 (0.59%) PCI DSS
8 26 (0.59%) SLA
9 23 (0.53%) HIPAA
10 17 (0.39%) WCAG
11 16 (0.37%) NCSC
12 14 (0.32%) Actionable Recommendations
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%) PMO
16 7 (0.16%) SOC 2
System Software
1 725 (16.55%) Docker
2 144 (3.29%) Active Directory
3 79 (1.80%) VMware Infrastructure
4 59 (1.35%) Virtual Machines
5 35 (0.80%) VMware NSX
6 32 (0.73%) vSphere
7 28 (0.64%) Firmware
8 21 (0.48%) Hyper-V
9 12 (0.27%) KVM
9 12 (0.27%) VMware ESXi
10 9 (0.21%) HDFS
11 6 (0.14%) NFS
11 6 (0.14%) Oracle RAC
11 6 (0.14%) Postfix
12 5 (0.11%) GPFS
12 5 (0.11%) Lustre
12 5 (0.11%) Slurm Workload Manager
12 5 (0.11%) Virtual Desktop
13 4 (0.091%) Active Directory Lightweight Directory Services
13 4 (0.091%) Squid
Systems Management
1 913 (20.84%) Terraform
2 824 (18.81%) Kubernetes
3 434 (9.91%) Ansible
4 265 (6.05%) Grafana
5 225 (5.14%) Prometheus
6 69 (1.58%) Puppet
7 62 (1.42%) Argo
8 39 (0.89%) Istio
9 35 (0.80%) Kibana
10 31 (0.71%) vCenter Server
11 27 (0.62%) Progress Chef
12 25 (0.57%) Nessus
13 23 (0.53%) Control-M
13 23 (0.53%) Nagios
14 22 (0.50%) vRealize
15 21 (0.48%) Rancher
16 19 (0.43%) Kubeflow
16 19 (0.43%) ZABBIX
17 17 (0.39%) IBM Guardium
17 17 (0.39%) Tivoli
Vendors
1 537 (12.26%) Microsoft
2 473 (10.80%) Databricks
3 222 (5.07%) Google
4 196 (4.47%) Oracle
5 188 (4.29%) Splunk
6 133 (3.04%) VMware
7 106 (2.42%) OpenAI
7 106 (2.42%) Red Hat
8 94 (2.15%) Cisco
9 90 (2.05%) CyberArk
10 83 (1.89%) ServiceNow
11 77 (1.76%) BeyondTrust
12 57 (1.30%) Dynatrace
13 56 (1.28%) F5
13 56 (1.28%) Foundry
14 54 (1.23%) Palo Alto
15 53 (1.21%) IBM
15 53 (1.21%) Informatica
16 44 (1.00%) SAP
17 36 (0.82%) Centrify