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

6 months to
25 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,375 3,284 3,460
As % of all contract jobs in England 10.97% 13.36% 9.29%
As % of the Programming Languages category 39.99% 39.54% 31.83%
Number of daily rates quoted 3,003 2,376 2,518
10th Percentile £363 £398 £399
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £523 £550 £563
Median % change year-on-year -5.00% -2.22% -6.25%
75th Percentile £625 £700 £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 111 44 86
10th Percentile £27.50 £21.25 £25.38
25th Percentile £42.88 £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 £73.63 £58.75 £70.00
90th Percentile £83.75 £73.88 £77.50
UK median hourly rate £54.50 £39.32 £52.50
% change year-on-year +38.61% -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 10,940 8,305 10,869
As % of all contract IT jobs advertised in England 27.44% 33.78% 29.20%
Number of daily rates quoted 7,274 5,736 7,900
10th Percentile £352 £363 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £502 £525 £540
Median % change year-on-year -4.48% -2.78% -4.42%
75th Percentile £608 £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 523 215 436
10th Percentile £41.94 £25.25 £35.50
25th Percentile £55.00 £38.68 £47.31
Median hourly rate £65.00 £62.50 £62.43
Median % change year-on-year +4.00% +0.12% -0.12%
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% -1.92%

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 25 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 25 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 25 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 2,496 £550 -8.33% 978
North of England +9 671 £476 -2.81% 384
South East -3 412 £500 -4.76% 582
Yorkshire +1 386 £475 -5.00% 103
Midlands -5 257 £499 +8.89% 174
South West -1 240 £500 -9.09% 194
North West +2 239 £490 +3.16% 200
West Midlands -5 195 £500 - 89
East of England -3 135 £500 -0.50% 212
East Midlands -13 61 £463 +9.47% 83
North East +7 52 £475 -1.30% 83
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 (5.51%) Apache Spark
2 186 (4.25%) Apache Airflow
3 128 (2.93%) Apache
4 120 (2.74%) Confluence
5 48 (1.10%) SAS
6 41 (0.94%) SharePoint
7 24 (0.55%) Jupyter
8 19 (0.43%) OpenStack
9 15 (0.34%) 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 (0.069%) IBM HTTP Server
Applications
1 127 (2.90%) Microsoft Excel
2 25 (0.57%) 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 (0.069%) LaTeX
11 1 (0.023%) OrCAD
11 1 (0.023%) SPSS
Business Applications
1 24 (0.55%) 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%) Oracle Applications
8 1 (0.023%) Oracle Assets
8 1 (0.023%) SAP APO
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) Teamcenter
Cloud Services
1 1,668 (38.13%) AWS
2 1,535 (35.09%) Azure
3 676 (15.45%) GCP
4 576 (13.17%) GitHub
5 465 (10.63%) Power Platform
6 407 (9.30%) Serverless
7 336 (7.68%) Azure DevOps
8 325 (7.43%) Amazon S3
9 313 (7.15%) GitHub Actions
10 294 (6.72%) AWS Lambda
11 255 (5.83%) Azure Data Factory
12 196 (4.48%) Snowflake
13 179 (4.09%) AWS CloudFormation
14 159 (3.63%) Azure Synapse Analytics
15 146 (3.34%) dbt
16 141 (3.22%) OpenShift
17 132 (3.02%) Amazon EKS
18 122 (2.79%) Amazon ECS
19 108 (2.47%) Amazon CloudWatch
20 103 (2.35%) Amazon EC2
Communications & Networking
1 146 (3.34%) Firewall
2 120 (2.74%) DNS
3 89 (2.03%) Network Security
4 81 (1.85%) TCP/IP
5 69 (1.58%) VPN
6 59 (1.35%) WAN
7 58 (1.33%) BGP
8 44 (1.01%) 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%) LAN
12 25 (0.57%) SSL
12 25 (0.57%) VLAN
13 21 (0.48%) SD-WAN
14 20 (0.46%) BIG-IP
14 20 (0.46%) VXLAN
Database & Business Intelligence
1 392 (8.96%) Power BI
2 291 (6.65%) PostgreSQL
3 253 (5.78%) Data Warehouse
4 211 (4.82%) SQL Server
5 205 (4.69%) Data Lake
6 180 (4.11%) Tableau
7 168 (3.84%) NoSQL
8 149 (3.41%) Relational Database
9 135 (3.09%) Metadata
10 121 (2.77%) BigQuery
11 118 (2.70%) Delta Lake
12 115 (2.63%) Big Data
13 106 (2.42%) Amazon Redshift
14 96 (2.19%) Amazon Athena
15 91 (2.08%) Amazon RDS
16 86 (1.97%) Azure SQL Database
17 80 (1.83%) MySQL
18 78 (1.78%) MongoDB
19 66 (1.51%) DynamoDB
20 60 (1.37%) Hadoop
Development Applications
1 534 (12.21%) Git
2 395 (9.03%) Jenkins
3 286 (6.54%) GitLab
4 228 (5.21%) JIRA
5 74 (1.69%) MLflow
6 64 (1.46%) Selenium
7 49 (1.12%) Postman
8 37 (0.85%) Cucumber
9 36 (0.82%) Bitbucket
10 25 (0.57%) Artifactory
11 24 (0.55%) Cypress.io
11 24 (0.55%) JMeter
11 24 (0.55%) SpecFlow
12 23 (0.53%) 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 1,016 (23.22%) Social Skills
2 897 (20.50%) Finance
3 628 (14.35%) Analytical Skills
4 400 (9.14%) Public Sector
5 325 (7.43%) Banking
6 161 (3.68%) Front Office
7 121 (2.77%) Documentation Skills
8 75 (1.71%) Investment Banking
9 66 (1.51%) Marketing
10 56 (1.28%) Retail
11 51 (1.17%) Inclusion and Diversity
11 51 (1.17%) Telecoms
12 50 (1.14%) Pharmaceutical
13 38 (0.87%) Legal
14 37 (0.85%) 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 26 (0.59%) Military
Job Titles
1 819 (18.72%) Developer
2 672 (15.36%) Data Engineer
3 597 (13.65%) Senior
4 390 (8.91%) Python Developer
5 304 (6.95%) Lead
6 299 (6.83%) Architect
7 242 (5.53%) Analyst
8 232 (5.30%) DevOps Engineer
9 225 (5.14%) Software Engineer
10 217 (4.96%) Python Engineer
11 199 (4.55%) Artificial Intelligence Engineer
12 189 (4.32%) Data Scientist
13 174 (3.98%) AWS Engineer
14 142 (3.25%) Azure Engineer
15 132 (3.02%) Senior Data Engineer
16 129 (2.95%) Platform Engineer
17 128 (2.93%) Data Analyst
18 126 (2.88%) Senior Developer
19 106 (2.42%) Full-Stack Developer
20 99 (2.26%) Security Engineer
Libraries, Frameworks & Software Standards
1 336 (7.68%) REST
2 312 (7.13%) React
3 310 (7.09%) Kafka
4 284 (6.49%) PySpark
5 212 (4.85%) Node.js
6 197 (4.50%) Pandas
7 193 (4.41%) .NET
8 172 (3.93%) PyTorch
9 139 (3.18%) JSON
10 137 (3.13%) RESTful
11 131 (2.99%) TensorFlow
12 126 (2.88%) NumPy
13 125 (2.86%) FastAPI
14 124 (2.83%) scikit-learn
15 109 (2.49%) LangChain
16 107 (2.45%) AngularJS
17 105 (2.40%) LDAP
18 98 (2.24%) YAML
19 95 (2.17%) Django
20 94 (2.15%) Flask
Miscellaneous
1 434 (9.92%) Cloud Native
2 179 (4.09%) Distributed Systems
3 134 (3.06%) Algorithms
4 122 (2.79%) Product Ownership
5 114 (2.61%) AI Agents
6 111 (2.54%) Fixed Income
7 110 (2.51%) Equities
8 104 (2.38%) Data Protection Act
9 99 (2.26%) Derivative
10 92 (2.10%) Data Structures
11 88 (2.01%) Onboarding
12 85 (1.94%) Enterprise Software
13 82 (1.87%) Hybrid Cloud
14 81 (1.85%) Security Posture
15 73 (1.67%) Management Information System
16 72 (1.65%) Data Centre
17 70 (1.60%) Legacy Systems
18 59 (1.35%) Public Cloud
19 44 (1.01%) Hedge funds
20 42 (0.96%) Greenfield Project
Operating Systems
1 539 (12.32%) Linux
2 227 (5.19%) Windows
3 168 (3.84%) Unix
4 71 (1.62%) 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 (0.069%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,581 (36.14%) CI/CD
2 1,193 (27.27%) DevOps
3 984 (22.49%) AI
4 958 (21.90%) Analytics
5 956 (21.85%) Agile
6 870 (19.89%) Problem-Solving
7 748 (17.10%) Infrastructure as Code
8 724 (16.55%) Data Pipeline
9 683 (15.61%) Machine Learning
10 629 (14.38%) Data Engineering
11 624 (14.26%) Containerisation
12 610 (13.94%) Data Modelling
13 598 (13.67%) ETL
14 529 (12.09%) Software Engineering
15 527 (12.05%) Data Science
16 463 (10.58%) Business Intelligence
17 456 (10.42%) Test Automation
18 436 (9.97%) Observability
19 364 (8.32%) LLM
20 347 (7.93%) Validation
Programming Languages
1 1,509 (34.49%) SQL
2 686 (15.68%) Java
3 543 (12.41%) PowerShell
4 470 (10.74%) Bash
5 410 (9.37%) JavaScript
6 303 (6.93%) C#
7 291 (6.65%) TypeScript
8 181 (4.14%) Go
9 159 (3.63%) R
10 131 (2.99%) Scala
11 121 (2.77%) C++
12 97 (2.22%) Shell Script
13 81 (1.85%) Ruby
14 73 (1.67%) Bicep
15 52 (1.19%) Perl
16 50 (1.14%) C
17 49 (1.12%) Kusto Query Language
18 48 (1.10%) Data Analysis Expressions
19 44 (1.01%) PL/SQL
20 42 (0.96%) T-SQL
Qualifications
1 992 (22.67%) Security Cleared
2 811 (18.54%) SC Cleared
3 349 (7.98%) Degree
4 162 (3.70%) Computer Science Degree
5 121 (2.77%) DV Cleared
6 110 (2.51%) BPSS Clearance
7 95 (2.17%) Azure Certification
8 82 (1.87%) CISSP
9 78 (1.78%) Master's Degree
10 75 (1.71%) AWS Certification
11 55 (1.26%) Cisco Certification
12 46 (1.05%) CISM
13 39 (0.89%) PhD
14 37 (0.85%) CCNP
15 34 (0.78%) VMware Certified Professional (VCP)
16 32 (0.73%) Microsoft Certification
17 23 (0.53%) AWS Certified Solutions Architect
18 21 (0.48%) GIAC
19 20 (0.46%) CCIE
19 20 (0.46%) ISTQB
Quality Assurance & Compliance
1 441 (10.08%) Data Quality
2 183 (4.18%) QA
3 159 (3.63%) GDPR
4 94 (2.15%) NIST
5 89 (2.03%) 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 16 (0.37%) NCSC
10 16 (0.37%) WCAG
11 14 (0.32%) Actionable Recommendations
12 9 (0.21%) Cyber Essentials
12 9 (0.21%) ISO 20022
13 8 (0.18%) California Consumer Privacy Act
13 8 (0.18%) GRC
13 8 (0.18%) PMO
13 8 (0.18%) SOC 2
14 7 (0.16%) MiFID
System Software
1 737 (16.85%) Docker
2 151 (3.45%) Active Directory
3 80 (1.83%) VMware Infrastructure
4 59 (1.35%) 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%) Active Directory Lightweight Directory Services
13 4 (0.091%) Ceph
Systems Management
1 940 (21.49%) Terraform
2 825 (18.86%) Kubernetes
3 423 (9.67%) Ansible
4 268 (6.13%) Grafana
5 231 (5.28%) Prometheus
6 66 (1.51%) Puppet
7 65 (1.49%) Argo
8 40 (0.91%) Istio
9 36 (0.82%) Kibana
10 32 (0.73%) vCenter Server
11 27 (0.62%) Progress Chef
12 25 (0.57%) Nessus
13 24 (0.55%) vRealize
14 23 (0.53%) Control-M
15 22 (0.50%) Rancher
16 19 (0.43%) Kubeflow
16 19 (0.43%) Nagios
17 18 (0.41%) Single Sign-On
18 17 (0.39%) IBM Guardium
18 17 (0.39%) Microsoft Intune
Vendors
1 547 (12.50%) Microsoft
2 481 (10.99%) Databricks
3 225 (5.14%) Google
4 190 (4.34%) Oracle
4 190 (4.34%) Splunk
5 136 (3.11%) VMware
6 108 (2.47%) OpenAI
6 108 (2.47%) Red Hat
7 93 (2.13%) Cisco
8 88 (2.01%) CyberArk
9 85 (1.94%) ServiceNow
10 73 (1.67%) BeyondTrust
11 58 (1.33%) Foundry
12 54 (1.23%) Dynatrace
13 52 (1.19%) Informatica
14 47 (1.07%) IBM
15 45 (1.03%) F5
16 44 (1.01%) SAP
17 43 (0.98%) Palo Alto
18 36 (0.82%) Centrify