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

6 months to
19 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 10
Rank change year-on-year -3 0 +2
Contract jobs citing Python 4,845 3,657 3,648
As % of all contract jobs in England 10.41% 13.15% 11.07%
As % of the Programming Languages category 40.14% 40.04% 34.00%
Number of daily rates quoted 3,175 2,434 2,590
10th Percentile £375 £363 £373
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £530 £588
Median % change year-on-year +3.77% -9.79% -2.08%
75th Percentile £650 £650 £725
90th Percentile £750 £788 £850
UK median daily rate £537 £525 £575
% change year-on-year +2.29% -8.70% -4.17%
Number of hourly rates quoted 129 75 88
10th Percentile £33.51 £31.39 £24.28
25th Percentile £43.81 £36.13 £46.23
Median hourly rate £63.48 £50.00 £69.38
Median % change year-on-year +26.96% -27.93% +6.73%
75th Percentile £80.00 £58.13 £74.00
90th Percentile £92.11 £81.00 £79.13
UK median hourly rate £61.97 £50.00 £62.50
% change year-on-year +23.95% -20.00% -3.85%

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 12,071 9,133 10,730
As % of all contract IT jobs advertised in England 25.93% 32.84% 32.57%
Number of daily rates quoted 7,818 6,172 7,343
10th Percentile £363 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £545
Median % change year-on-year +2.44% -5.96% -0.91%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £523 £503 £525
% change year-on-year +3.98% -4.29% -4.55%
Number of hourly rates quoted 518 261 309
10th Percentile £27.48 £31.25 £30.40
25th Percentile £51.25 £42.50 £50.00
Median hourly rate £65.00 £56.50 £65.00
Median % change year-on-year +15.04% -13.08% -
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.00 £80.00 £79.34
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +3.17%

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 September 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 September 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 September 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 -4 2,863 £575 - 6,484
North of England +1 746 £500 +5.04% 985
South East -5 458 £543 +8.50% 1,107
Yorkshire -1 384 £500 - 325
North West -1 284 £525 +11.94% 532
South West -2 282 £550 +4.76% 578
Midlands -23 222 £500 +5.26% 455
West Midlands -20 179 £500 - 263
East of England -8 153 £478 -9.05% 651
North East -7 88 £425 -5.56% 131
East Midlands -14 43 £475 +15.85% 192
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
1 254 (5.24%) Apache Airflow
2 240 (4.95%) Apache Spark
3 191 (3.94%) Apache
4 139 (2.87%) Confluence
5 53 (1.09%) Jupyter
6 49 (1.01%) SharePoint
7 33 (0.68%) SAS
8 29 (0.60%) OpenStack
9 21 (0.43%) ArcGIS
9 21 (0.43%) nginx
9 21 (0.43%) Palantir Foundry
10 20 (0.41%) IIS
11 8 (0.17%) CMS
12 7 (0.14%) Microsoft Exchange
12 7 (0.14%) Tomcat
13 6 (0.12%) WebSphere
14 5 (0.10%) Apache Solr
14 5 (0.10%) Apache Superset
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
Applications
1 90 (1.86%) Microsoft Excel
2 28 (0.58%) Chatbot
3 22 (0.45%) Microsoft Office
4 17 (0.35%) Spreadsheet
5 16 (0.33%) CPLEX
6 13 (0.27%) Microsoft PowerPoint
7 12 (0.25%) MS Visio
8 2 (0.041%) Microsoft Project
8 2 (0.041%) Navisworks
8 2 (0.041%) Revit
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) Mozilla Thunderbird
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 20 (0.41%) Remedy ITSM
2 18 (0.37%) Aladdin
2 18 (0.37%) SAP S/4HANA
3 9 (0.19%) Dynamics CRM
4 8 (0.17%) Front Arena
4 8 (0.17%) Remedy AR System
5 7 (0.14%) SAP IBP
6 6 (0.12%) NetSuite
6 6 (0.12%) Summit
7 5 (0.10%) Sage X3
8 4 (0.083%) Oracle ERP
8 4 (0.083%) Salesforce CRM
9 3 (0.062%) Endur
9 3 (0.062%) Oracle EBS
9 3 (0.062%) Payment Gateway
9 3 (0.062%) Teamcenter
10 2 (0.041%) Oracle Assets
10 2 (0.041%) Orchestrade
10 2 (0.041%) SAP ERP
10 2 (0.041%) Workday HCM
Cloud Services
1 1,818 (37.52%) AWS
2 1,664 (34.34%) Azure
3 755 (15.58%) GCP
4 624 (12.88%) GitHub
5 423 (8.73%) Serverless
6 415 (8.57%) Power Platform
7 379 (7.82%) GitHub Actions
8 376 (7.76%) Azure DevOps
9 334 (6.89%) Amazon S3
10 306 (6.32%) AWS Lambda
11 282 (5.82%) Snowflake
12 215 (4.44%) dbt
13 197 (4.07%) Azure Data Factory
14 160 (3.30%) Amazon CloudWatch
15 151 (3.12%) Entra ID
16 144 (2.97%) Amazon EKS
16 144 (2.97%) AWS CloudFormation
17 120 (2.48%) Amazon EC2
18 114 (2.35%) Azure Synapse Analytics
19 113 (2.33%) SaaS
Communications & Networking
1 265 (5.47%) Firewall
2 182 (3.76%) DNS
3 148 (3.05%) TCP/IP
4 138 (2.85%) Network Security
5 122 (2.52%) BGP
6 119 (2.46%) VPN
7 110 (2.27%) WAN
8 77 (1.59%) DHCP
9 70 (1.44%) OSPF
10 66 (1.36%) SD-WAN
11 56 (1.16%) BIG-IP
12 52 (1.07%) VLAN
13 50 (1.03%) VXLAN
14 49 (1.01%) F5 BIG-IP LTM
14 49 (1.01%) HTTP
15 46 (0.95%) SSL
16 42 (0.87%) Ethernet VPN
17 37 (0.76%) MPLS
17 37 (0.76%) Wireless
18 35 (0.72%) Wi-Fi
Database & Business Intelligence
1 374 (7.72%) Power BI
2 290 (5.99%) Data Warehouse
3 275 (5.68%) PostgreSQL
4 188 (3.88%) SQL Server
5 185 (3.82%) Metadata
6 162 (3.34%) Relational Database
7 160 (3.30%) Tableau
8 157 (3.24%) BigQuery
8 157 (3.24%) Data Lake
9 146 (3.01%) NoSQL
10 113 (2.33%) Amazon RDS
11 112 (2.31%) Amazon Redshift
12 111 (2.29%) Big Data
13 109 (2.25%) Delta Lake
14 108 (2.23%) Amazon Athena
15 89 (1.84%) MongoDB
16 88 (1.82%) DynamoDB
17 79 (1.63%) MySQL
18 66 (1.36%) Redis
19 51 (1.05%) Snowflake Schema
Development Applications
1 672 (13.87%) Git
2 426 (8.79%) Jenkins
3 411 (8.48%) GitLab
4 265 (5.47%) JIRA
5 97 (2.00%) Selenium
6 48 (0.99%) Postman
7 47 (0.97%) JMeter
8 44 (0.91%) SonarQube
9 40 (0.83%) Bitbucket
10 39 (0.80%) MLflow
11 37 (0.76%) Claude Code
12 34 (0.70%) Artifactory
13 30 (0.62%) Cucumber
13 30 (0.62%) Maven
14 28 (0.58%) Sonatype Nexus
15 27 (0.56%) Gatling
16 24 (0.50%) Cypress.io
16 24 (0.50%) LoadRunner
17 23 (0.47%) REST Assured
18 19 (0.39%) Zephyr
General
1 1,132 (23.36%) Social Skills
2 1,077 (22.23%) Finance
3 749 (15.46%) Analytical Skills
4 452 (9.33%) Public Sector
5 423 (8.73%) Banking
6 158 (3.26%) Front Office
7 113 (2.33%) Investment Banking
8 101 (2.08%) Retail
9 93 (1.92%) Inclusion and Diversity
10 87 (1.80%) Marketing
11 82 (1.69%) Documentation Skills
12 77 (1.59%) Telecoms
13 52 (1.07%) Aerospace
13 52 (1.07%) Military
14 47 (0.97%) Pharmaceutical
15 44 (0.91%) Law
16 38 (0.78%) Financial Institution
17 36 (0.74%) Influencing Skills
17 36 (0.74%) Legal
18 35 (0.72%) Publishing
Job Titles
1 854 (17.63%) Senior
2 739 (15.25%) Developer
3 707 (14.59%) Data Engineer
4 436 (9.00%) Lead
5 380 (7.84%) Python Developer
6 302 (6.23%) Python Engineer
7 298 (6.15%) DevOps Engineer
8 256 (5.28%) Artificial Intelligence Engineer
9 254 (5.24%) Analyst
10 245 (5.06%) Software Engineer
11 229 (4.73%) Architect
12 185 (3.82%) AWS Engineer
13 171 (3.53%) Senior Data Engineer
14 167 (3.45%) Senior Developer
15 160 (3.30%) Cloud Engineer
15 160 (3.30%) Platform Engineer
16 158 (3.26%) Data Scientist
17 147 (3.03%) Azure Engineer
18 139 (2.87%) Network Engineer
19 118 (2.44%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,213 (25.04%) Terraform
2 443 (9.14%) REST
3 328 (6.77%) PySpark
4 309 (6.38%) Kafka
5 270 (5.57%) React
6 229 (4.73%) .NET
7 178 (3.67%) JSON
8 177 (3.65%) Django
9 171 (3.53%) FastAPI
10 164 (3.38%) RESTful
11 138 (2.85%) Node.js
12 136 (2.81%) Pandas
13 131 (2.70%) LangChain
14 128 (2.64%) pytest
15 109 (2.25%) OAuth
16 103 (2.13%) Flask
17 101 (2.08%) HTML
18 97 (2.00%) YAML
19 95 (1.96%) PyTorch
20 91 (1.88%) LangGraph
Miscellaneous
1 692 (14.28%) Cloud Native
2 254 (5.24%) Distributed Systems
3 240 (4.95%) AI Agents
4 213 (4.40%) Onboarding
5 148 (3.05%) Data Centre
6 138 (2.85%) Product Ownership
7 125 (2.58%) Data Structures
8 122 (2.52%) Legacy Systems
9 116 (2.39%) Algorithms
10 107 (2.21%) Hybrid Cloud
11 93 (1.92%) Enterprise Software
12 90 (1.86%) Management Information System
13 83 (1.71%) Data Protection Act
13 83 (1.71%) Derivative
13 83 (1.71%) Security Posture
14 73 (1.51%) Equities
15 70 (1.44%) Public Cloud
16 63 (1.30%) PKI
17 57 (1.18%) Replication
18 56 (1.16%) Self-Motivation
Operating Systems
1 648 (13.37%) Linux
2 315 (6.50%) Windows
3 207 (4.27%) Unix
4 140 (2.89%) Red Hat Enterprise Linux
5 84 (1.73%) Windows Server
6 44 (0.91%) Ubuntu
7 34 (0.70%) VMS
8 22 (0.45%) CentOS
9 15 (0.31%) AIX
9 15 (0.31%) Android
9 15 (0.31%) Solaris
10 9 (0.19%) Apple iOS
11 8 (0.17%) Amazon Linux
11 8 (0.17%) Mac OS
11 8 (0.17%) Windows 10
11 8 (0.17%) Windows Server 2019
11 8 (0.17%) zOS
12 6 (0.12%) Embedded Linux
13 4 (0.083%) Debian
13 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,000 (41.28%) CI/CD
2 1,420 (29.31%) DevOps
3 1,334 (27.53%) AI
4 1,101 (22.72%) Infrastructure as Code
5 1,094 (22.58%) Agile
6 973 (20.08%) Analytics
7 865 (17.85%) Data Pipeline
8 796 (16.43%) Problem-Solving
9 792 (16.35%) Software Engineering
10 727 (15.01%) Data Engineering
11 723 (14.92%) Machine Learning
12 672 (13.87%) Containerisation
13 642 (13.25%) Observability
14 639 (13.19%) Data Modelling
15 572 (11.81%) Continuous Improvement
15 572 (11.81%) Test Automation
16 564 (11.64%) ETL
17 543 (11.21%) Validation
18 496 (10.24%) Data Science
19 480 (9.91%) Platform Engineering
Programming Languages
1 1,619 (33.42%) SQL
2 704 (14.53%) Java
3 690 (14.24%) PowerShell
4 670 (13.83%) Bash
5 379 (7.82%) JavaScript
6 311 (6.42%) TypeScript
7 288 (5.94%) C#
8 184 (3.80%) Go
9 129 (2.66%) R
10 122 (2.52%) Shell Script
11 118 (2.44%) Bicep
12 114 (2.35%) C++
13 109 (2.25%) Scala
14 75 (1.55%) Perl
15 56 (1.16%) Groovy
16 54 (1.11%) Data Analysis Expressions
17 52 (1.07%) C
17 52 (1.07%) Rust
18 46 (0.95%) PL/SQL
19 37 (0.76%) Ruby
Qualifications
1 1,170 (24.15%) Security Cleared
2 937 (19.34%) SC Cleared
3 383 (7.91%) Degree
4 221 (4.56%) DV Cleared
5 144 (2.97%) Azure Certification
6 138 (2.85%) Computer Science Degree
7 129 (2.66%) AWS Certification
8 94 (1.94%) BPSS Clearance
9 93 (1.92%) CISSP
10 79 (1.63%) Cisco Certification
11 62 (1.28%) Master's Degree
12 47 (0.97%) Microsoft Certification
13 39 (0.80%) CCNP
14 35 (0.72%) PhD
15 31 (0.64%) CISM
15 31 (0.64%) VMware Certified Professional (VCP)
16 30 (0.62%) AWS Certified Solutions Architect
17 27 (0.56%) CCIE
18 26 (0.54%) DBS Check
19 23 (0.47%) ISTQB
Quality Assurance & Compliance
1 549 (11.33%) Data Quality
2 283 (5.84%) QA
3 109 (2.25%) NIST
4 97 (2.00%) ISO/IEC 27001
5 89 (1.84%) GDPR
6 71 (1.47%) Accessibility
7 38 (0.78%) SLA
8 35 (0.72%) Actionable Recommendations
9 28 (0.58%) NCSC
10 25 (0.52%) PCI DSS
11 22 (0.45%) WCAG
12 20 (0.41%) Sarbanes-Oxley
13 19 (0.39%) SOC 2
14 15 (0.31%) HIPAA
15 10 (0.21%) ISO 20022
16 8 (0.17%) Cyber Essentials
17 6 (0.12%) Basel III
17 6 (0.12%) California Consumer Privacy Act
17 6 (0.12%) MiFID
17 6 (0.12%) NIST 800
System Software
1 842 (17.38%) Docker
2 158 (3.26%) Active Directory
3 112 (2.31%) VMware Infrastructure
4 60 (1.24%) Virtual Machines
5 47 (0.97%) Hyper-V
6 33 (0.68%) VMware NSX
7 31 (0.64%) vSphere
8 20 (0.41%) Firmware
8 20 (0.41%) VMware ESXi
9 19 (0.39%) NFS
10 13 (0.27%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 10 (0.21%) Squid
13 7 (0.14%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) Slurm Workload Manager
15 4 (0.083%) Ceph
15 4 (0.083%) Dovecot
15 4 (0.083%) HDFS
15 4 (0.083%) PowerHA
Systems Management
1 969 (20.00%) Kubernetes
2 572 (11.81%) Ansible
3 271 (5.59%) Grafana
4 203 (4.19%) Prometheus
5 76 (1.57%) Puppet
6 70 (1.44%) Progress Chef
7 55 (1.14%) Argo
8 36 (0.74%) Single Sign-On
9 28 (0.58%) Kibana
10 27 (0.56%) Control-M
11 24 (0.50%) Microsoft Intune
12 23 (0.47%) Istio
13 20 (0.41%) FortiGate
13 20 (0.41%) Packer
14 18 (0.37%) ZABBIX
15 17 (0.35%) HAProxy
15 17 (0.35%) vCenter Server
15 17 (0.35%) vRealize
16 16 (0.33%) ITRS Geneos
16 16 (0.33%) Nagios
Vendors
1 645 (13.31%) Microsoft
2 504 (10.40%) Databricks
3 320 (6.60%) Google
4 201 (4.15%) Oracle
5 184 (3.80%) Splunk
6 146 (3.01%) VMware
7 140 (2.89%) Cisco
8 137 (2.83%) OpenAI
9 121 (2.50%) ServiceNow
10 93 (1.92%) Dynatrace
11 88 (1.82%) Red Hat
12 86 (1.78%) F5
13 85 (1.75%) Palo Alto
14 79 (1.63%) IBM
15 71 (1.47%) Fortinet
15 71 (1.47%) Foundry
16 63 (1.30%) CyberArk
17 61 (1.26%) SAP
18 60 (1.24%) Informatica
19 50 (1.03%) Arista