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

6 months to
1 Oct 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,815 3,722 3,629
As % of all contract jobs in England 10.34% 13.32% 11.24%
As % of the Programming Languages category 39.79% 40.34% 34.46%
Number of daily rates quoted 3,160 2,466 2,527
10th Percentile £375 £360 £363
25th Percentile £447 £435 £468
Median daily rate (50th Percentile) £550 £525 £598
Median % change year-on-year +4.76% -12.13% -0.42%
75th Percentile £650 £650 £718
90th Percentile £750 £775 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -3.14%
Number of hourly rates quoted 120 73 84
10th Percentile £36.23 £33.91 £27.00
25th Percentile £48.63 £36.25 £46.25
Median hourly rate £64.99 £50.00 £70.00
Median % change year-on-year +29.98% -28.57% +7.69%
75th Percentile £83.15 £58.75 £74.00
90th Percentile £92.11 £83.25 £83.50
UK median hourly rate £62.77 £50.00 £67.02
% change year-on-year +25.54% -25.40% +3.11%

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 12,101 9,227 10,531
As % of all contract IT jobs advertised in England 25.99% 33.02% 32.62%
Number of daily rates quoted 7,837 6,209 7,054
10th Percentile £363 £350 £355
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £545
Median % change year-on-year +1.94% -5.50% -0.91%
75th Percentile £630 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £525 £508 £525
% change year-on-year +3.45% -3.33% -4.55%
Number of hourly rates quoted 511 262 300
10th Percentile £26.51 £31.25 £30.45
25th Percentile £51.25 £42.25 £48.63
Median hourly rate £65.00 £56.25 £65.00
Median % change year-on-year +15.56% -13.46% +1.56%
75th Percentile £70.75 £67.44 £70.00
90th Percentile £80.00 £76.13 £80.00
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +3.59%

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 1 October 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 1 October 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 1 October 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 2,846 £575 - 6,984
North of England 0 752 £500 +5.26% 1,057
South East -5 453 £541 +8.25% 1,217
Yorkshire -2 380 £500 - 325
North West -3 293 £525 +16.67% 583
South West -4 275 £550 +2.33% 670
Midlands -23 228 £500 - 516
West Midlands -18 189 £520 +4.00% 312
East of England -16 146 £480 -8.57% 696
North East -1 88 £425 -10.53% 156
East Midlands -16 39 £463 +12.80% 204
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 (5.28%) Apache Airflow
2 248 (5.15%) Apache Spark
3 196 (4.07%) Apache
4 132 (2.74%) Confluence
5 53 (1.10%) Jupyter
6 49 (1.02%) SharePoint
7 30 (0.62%) OpenStack
8 29 (0.60%) SAS
9 22 (0.46%) nginx
9 22 (0.46%) Palantir Foundry
10 21 (0.44%) IIS
11 19 (0.39%) ArcGIS
12 8 (0.17%) CMS
13 7 (0.15%) Microsoft Exchange
13 7 (0.15%) Tomcat
14 5 (0.10%) Apache Solr
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
14 5 (0.10%) WebSphere
15 3 (0.062%) PowerExchange
Applications
1 80 (1.66%) Microsoft Excel
2 30 (0.62%) Chatbot
3 21 (0.44%) Microsoft Office
4 15 (0.31%) CPLEX
5 13 (0.27%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 11 (0.23%) Spreadsheet
8 2 (0.042%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
8 2 (0.042%) Simulink
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%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 22 (0.46%) Remedy ITSM
2 18 (0.37%) Aladdin
3 16 (0.33%) SAP S/4HANA
4 9 (0.19%) Dynamics CRM
5 8 (0.17%) Remedy AR System
6 7 (0.15%) Front Arena
7 6 (0.12%) NetSuite
7 6 (0.12%) Summit
8 5 (0.10%) Sage X3
8 5 (0.10%) SAP IBP
9 4 (0.083%) Oracle EBS
9 4 (0.083%) Oracle ERP
9 4 (0.083%) Salesforce CRM
10 3 (0.062%) Endur
10 3 (0.062%) Payment Gateway
10 3 (0.062%) Teamcenter
11 2 (0.042%) Actimize
11 2 (0.042%) Orchestrade
11 2 (0.042%) SAP ERP
11 2 (0.042%) SimCorp Dimension
Cloud Services
1 1,785 (37.07%) AWS
2 1,673 (34.75%) Azure
3 766 (15.91%) GCP
4 616 (12.79%) GitHub
5 412 (8.56%) Serverless
6 406 (8.43%) Power Platform
7 381 (7.91%) Azure DevOps
8 369 (7.66%) GitHub Actions
9 340 (7.06%) Amazon S3
10 297 (6.17%) AWS Lambda
11 289 (6.00%) Snowflake
12 226 (4.69%) dbt
13 199 (4.13%) Azure Data Factory
14 167 (3.47%) Amazon CloudWatch
15 161 (3.34%) Entra ID
16 151 (3.14%) Amazon EKS
17 140 (2.91%) AWS CloudFormation
18 123 (2.55%) Amazon EC2
19 116 (2.41%) SaaS
20 114 (2.37%) Azure Synapse Analytics
Communications & Networking
1 260 (5.40%) Firewall
2 177 (3.68%) DNS
3 149 (3.09%) Network Security
4 143 (2.97%) TCP/IP
5 117 (2.43%) VPN
6 115 (2.39%) BGP
7 104 (2.16%) WAN
8 73 (1.52%) DHCP
9 66 (1.37%) SD-WAN
10 65 (1.35%) OSPF
11 56 (1.16%) BIG-IP
12 50 (1.04%) F5 BIG-IP LTM
12 50 (1.04%) VXLAN
13 47 (0.98%) SSL
14 46 (0.96%) HTTP
14 46 (0.96%) VLAN
15 43 (0.89%) Ethernet VPN
16 38 (0.79%) Broadband
16 38 (0.79%) Wi-Fi
17 37 (0.77%) Wireless
Database & Business Intelligence
1 363 (7.54%) Power BI
2 292 (6.06%) Data Warehouse
3 277 (5.75%) PostgreSQL
4 188 (3.90%) Metadata
5 182 (3.78%) SQL Server
6 167 (3.47%) Data Lake
7 165 (3.43%) BigQuery
8 163 (3.39%) Relational Database
9 149 (3.09%) Tableau
10 148 (3.07%) NoSQL
11 116 (2.41%) Big Data
12 114 (2.37%) Amazon Redshift
13 112 (2.33%) Amazon RDS
14 110 (2.28%) Delta Lake
15 100 (2.08%) Amazon Athena
16 97 (2.01%) MongoDB
17 84 (1.74%) DynamoDB
18 83 (1.72%) MySQL
19 68 (1.41%) Redis
20 49 (1.02%) Snowflake Schema
Development Applications
1 680 (14.12%) Git
2 428 (8.89%) Jenkins
3 422 (8.76%) GitLab
4 260 (5.40%) JIRA
5 99 (2.06%) Selenium
6 58 (1.20%) Postman
7 52 (1.08%) JMeter
8 44 (0.91%) SonarQube
9 42 (0.87%) Bitbucket
9 42 (0.87%) Claude Code
10 39 (0.81%) MLflow
11 36 (0.75%) Cucumber
12 34 (0.71%) Artifactory
13 31 (0.64%) Sonatype Nexus
14 28 (0.58%) LoadRunner
14 28 (0.58%) Maven
15 24 (0.50%) Gatling
15 24 (0.50%) REST Assured
16 23 (0.48%) Cypress.io
17 22 (0.46%) SoapUI
General
1 1,127 (23.41%) Social Skills
2 1,096 (22.76%) Finance
3 727 (15.10%) Analytical Skills
4 453 (9.41%) Public Sector
5 434 (9.01%) Banking
6 158 (3.28%) Front Office
7 115 (2.39%) Investment Banking
8 105 (2.18%) Retail
9 93 (1.93%) Inclusion and Diversity
10 78 (1.62%) Marketing
11 77 (1.60%) Documentation Skills
12 76 (1.58%) Telecoms
13 55 (1.14%) Military
14 51 (1.06%) Aerospace
15 45 (0.93%) Law
16 41 (0.85%) Pharmaceutical
17 40 (0.83%) Financial Institution
18 37 (0.77%) Legal
19 33 (0.69%) Influencing Skills
19 33 (0.69%) Publishing
Job Titles
1 862 (17.90%) Senior
2 735 (15.26%) Developer
3 720 (14.95%) Data Engineer
4 444 (9.22%) Lead
5 374 (7.77%) Python Developer
6 306 (6.36%) DevOps Engineer
7 297 (6.17%) Python Engineer
8 269 (5.59%) Artificial Intelligence Engineer
9 242 (5.03%) Analyst
10 235 (4.88%) Software Engineer
11 207 (4.30%) Architect
12 179 (3.72%) AWS Engineer
13 175 (3.63%) Senior Data Engineer
14 161 (3.34%) Data Scientist
15 159 (3.30%) Cloud Engineer
16 158 (3.28%) Senior Developer
17 156 (3.24%) Platform Engineer
18 152 (3.16%) Azure Engineer
19 134 (2.78%) Network Engineer
20 132 (2.74%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,225 (25.44%) Terraform
2 468 (9.72%) REST
3 327 (6.79%) PySpark
4 324 (6.73%) Kafka
5 270 (5.61%) React
6 212 (4.40%) .NET
7 179 (3.72%) Django
8 176 (3.66%) FastAPI
9 172 (3.57%) JSON
10 169 (3.51%) RESTful
11 137 (2.85%) LangChain
12 129 (2.68%) Node.js
13 128 (2.66%) Pandas
14 126 (2.62%) pytest
15 112 (2.33%) OAuth
16 104 (2.16%) Flask
17 99 (2.06%) HTML
18 96 (1.99%) LangGraph
19 94 (1.95%) PyTorch
20 92 (1.91%) YAML
Miscellaneous
1 702 (14.58%) Cloud Native
2 251 (5.21%) AI Agents
3 245 (5.09%) Distributed Systems
4 228 (4.74%) Onboarding
5 145 (3.01%) Data Centre
6 135 (2.80%) Product Ownership
7 127 (2.64%) Data Structures
8 123 (2.55%) Legacy Systems
9 116 (2.41%) Algorithms
10 105 (2.18%) Hybrid Cloud
11 97 (2.01%) Enterprise Software
12 89 (1.85%) Management Information System
13 85 (1.77%) Derivative
13 85 (1.77%) Security Posture
14 82 (1.70%) Data Protection Act
15 75 (1.56%) Equities
16 73 (1.52%) Public Cloud
17 70 (1.45%) PKI
18 54 (1.12%) Fixed Income
18 54 (1.12%) Replication
Operating Systems
1 658 (13.67%) Linux
2 319 (6.63%) Windows
3 208 (4.32%) Unix
4 137 (2.85%) Red Hat Enterprise Linux
5 83 (1.72%) Windows Server
6 44 (0.91%) Ubuntu
7 33 (0.69%) VMS
8 24 (0.50%) CentOS
9 20 (0.42%) Solaris
10 13 (0.27%) AIX
10 13 (0.27%) Android
11 9 (0.19%) Apple iOS
12 8 (0.17%) Amazon Linux
12 8 (0.17%) Mac OS
12 8 (0.17%) Windows 10
12 8 (0.17%) Windows Server 2019
13 7 (0.15%) zOS
14 5 (0.10%) Embedded Linux
14 5 (0.10%) FreeRTOS
15 4 (0.083%) Debian
Processes & Methodologies
1 2,030 (42.16%) CI/CD
2 1,431 (29.72%) DevOps
3 1,358 (28.20%) AI
4 1,113 (23.12%) Infrastructure as Code
5 1,085 (22.53%) Agile
6 969 (20.12%) Analytics
7 865 (17.96%) Data Pipeline
8 801 (16.64%) Software Engineering
9 762 (15.83%) Problem-Solving
10 743 (15.43%) Data Engineering
11 712 (14.79%) Machine Learning
12 658 (13.67%) Containerisation
13 645 (13.40%) Data Modelling
14 641 (13.31%) Observability
15 591 (12.27%) Test Automation
16 580 (12.05%) Continuous Improvement
17 571 (11.86%) ETL
18 555 (11.53%) Validation
19 496 (10.30%) Platform Engineering
20 490 (10.18%) Data Science
Programming Languages
1 1,612 (33.48%) SQL
2 691 (14.35%) PowerShell
3 689 (14.31%) Java
4 671 (13.94%) Bash
5 378 (7.85%) JavaScript
6 306 (6.36%) TypeScript
7 270 (5.61%) C#
8 191 (3.97%) Go
9 122 (2.53%) Shell Script
10 120 (2.49%) Bicep
10 120 (2.49%) R
11 110 (2.28%) C++
12 105 (2.18%) Scala
13 75 (1.56%) Perl
14 57 (1.18%) Data Analysis Expressions
15 51 (1.06%) Groovy
16 48 (1.00%) Rust
17 46 (0.96%) C
18 42 (0.87%) PL/SQL
19 38 (0.79%) T-SQL
Qualifications
1 1,176 (24.42%) Security Cleared
2 936 (19.44%) SC Cleared
3 374 (7.77%) Degree
4 230 (4.78%) DV Cleared
5 140 (2.91%) Azure Certification
6 135 (2.80%) Computer Science Degree
7 131 (2.72%) AWS Certification
8 102 (2.12%) BPSS Clearance
9 93 (1.93%) CISSP
10 75 (1.56%) Cisco Certification
11 66 (1.37%) Master's Degree
12 46 (0.96%) Microsoft Certification
13 36 (0.75%) CCNP
14 33 (0.69%) PhD
15 29 (0.60%) CCIE
16 28 (0.58%) AWS Certified Solutions Architect
16 28 (0.58%) CISM
16 28 (0.58%) DBS Check
17 26 (0.54%) Microsoft Certified Professional
18 25 (0.52%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 561 (11.65%) Data Quality
2 288 (5.98%) QA
3 113 (2.35%) NIST
4 99 (2.06%) ISO/IEC 27001
5 79 (1.64%) GDPR
6 69 (1.43%) Accessibility
7 42 (0.87%) SLA
8 36 (0.75%) Actionable Recommendations
9 29 (0.60%) NCSC
10 25 (0.52%) PCI DSS
11 23 (0.48%) SOC 2
12 22 (0.46%) WCAG
13 19 (0.39%) Sarbanes-Oxley
14 15 (0.31%) HIPAA
15 9 (0.19%) ISO 20022
16 7 (0.15%) Basel III
16 7 (0.15%) California Consumer Privacy Act
16 7 (0.15%) Cyber Essentials
17 6 (0.12%) MiFID
17 6 (0.12%) NIST 800
System Software
1 837 (17.38%) Docker
2 166 (3.45%) Active Directory
3 111 (2.31%) VMware Infrastructure
4 62 (1.29%) Virtual Machines
5 46 (0.96%) Hyper-V
6 31 (0.64%) VMware NSX
7 29 (0.60%) vSphere
8 19 (0.39%) NFS
9 18 (0.37%) VMware ESXi
10 16 (0.33%) Firmware
11 14 (0.29%) Virtual Desktop
12 11 (0.23%) Oracle RAC
13 10 (0.21%) Squid
14 7 (0.15%) Postfix
15 5 (0.10%) HDFS
15 5 (0.10%) KVM
15 5 (0.10%) Slurm Workload Manager
16 4 (0.083%) Ceph
16 4 (0.083%) Dovecot
16 4 (0.083%) PowerHA
Systems Management
1 983 (20.42%) Kubernetes
2 574 (11.92%) Ansible
3 275 (5.71%) Grafana
4 207 (4.30%) Prometheus
5 76 (1.58%) Puppet
6 68 (1.41%) Progress Chef
7 60 (1.25%) Argo
8 37 (0.77%) Single Sign-On
9 30 (0.62%) Kibana
10 26 (0.54%) Control-M
10 26 (0.54%) Istio
10 26 (0.54%) Microsoft Intune
11 22 (0.46%) Packer
12 20 (0.42%) FortiGate
13 16 (0.33%) ZABBIX
14 15 (0.31%) ITRS Geneos
14 15 (0.31%) vCenter Server
15 14 (0.29%) HAProxy
15 14 (0.29%) Kustomize
15 14 (0.29%) VxRail
Vendors
1 653 (13.56%) Microsoft
2 510 (10.59%) Databricks
3 333 (6.92%) Google
4 203 (4.22%) Oracle
5 183 (3.80%) Splunk
6 145 (3.01%) OpenAI
7 142 (2.95%) VMware
8 135 (2.80%) Cisco
9 123 (2.55%) ServiceNow
10 92 (1.91%) Dynatrace
11 85 (1.77%) Red Hat
12 83 (1.72%) F5
13 82 (1.70%) Palo Alto
14 81 (1.68%) IBM
15 71 (1.47%) Foundry
16 69 (1.43%) CyberArk
17 67 (1.39%) Fortinet
18 57 (1.18%) Informatica
19 54 (1.12%) SAP
20 45 (0.93%) Arista