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

6 months to
24 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,739 3,645 3,542
As % of all contract jobs in England 10.37% 13.14% 10.66%
As % of the Programming Languages category 39.81% 40.05% 33.29%
Number of daily rates quoted 3,132 2,476 2,586
10th Percentile £375 £361 £375
25th Percentile £448 £438 £468
Median daily rate (50th Percentile) £545 £538 £580
Median % change year-on-year +1.40% -7.33% -3.33%
75th Percentile £650 £656 £725
90th Percentile £750 £800 £850
UK median daily rate £530 £525 £575
% change year-on-year +0.95% -8.70% -4.17%
Number of hourly rates quoted 119 71 94
10th Percentile £30.93 £31.61 £22.98
25th Percentile £43.16 £36.13 £46.18
Median hourly rate £58.74 £50.00 £67.26
Median % change year-on-year +17.47% -25.66% +3.48%
75th Percentile £77.50 £58.88 £71.41
90th Percentile £88.75 £82.96 £77.50
UK median hourly rate £55.50 £50.00 £57.50
% change year-on-year +11.00% -13.04% -8.37%

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 11,903 9,100 10,641
As % of all contract IT jobs advertised in England 26.06% 32.80% 32.02%
Number of daily rates quoted 7,704 6,210 7,496
10th Percentile £363 £345 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £550
Median % change year-on-year +1.94% -6.36% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £516 £505 £530
% change year-on-year +2.16% -4.72% -3.64%
Number of hourly rates quoted 501 263 335
10th Percentile £30.50 £29.46 £31.25
25th Percentile £52.50 £40.63 £51.25
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £77.50 £79.75 £79.00
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +8.14%

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 August 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 August 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 August 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 2,783 £573 -0.43% 849
North of England +2 724 £500 +2.04% 394
South East -11 437 £538 +7.50% 569
Yorkshire -1 368 £500 - 125
South West -4 296 £515 -1.90% 283
North West 0 273 £525 +10.53% 197
Midlands -18 239 £477 +0.42% 198
West Midlands -18 190 £477 +0.42% 111
East of England -11 139 £500 -0.50% 186
North East -1 95 £425 -18.27% 76
East Midlands -6 49 £469 +11.61% 86
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
1 259 (5.47%) Apache Airflow
2 241 (5.09%) Apache Spark
3 188 (3.97%) Apache
4 142 (3.00%) Confluence
5 52 (1.10%) Jupyter
6 39 (0.82%) SharePoint
7 38 (0.80%) SAS
8 26 (0.55%) OpenStack
9 20 (0.42%) ArcGIS
9 20 (0.42%) Palantir Foundry
10 16 (0.34%) nginx
11 12 (0.25%) IIS
12 8 (0.17%) CMS
13 7 (0.15%) Tomcat
14 6 (0.13%) Apache Superset
14 6 (0.13%) CICS
14 6 (0.13%) WebSphere
15 5 (0.11%) Apache Solr
15 5 (0.11%) Camunda
15 5 (0.11%) WebSphere Application Server
Applications
1 96 (2.03%) Microsoft Excel
2 26 (0.55%) Chatbot
2 26 (0.55%) Microsoft Office
3 19 (0.40%) Microsoft PowerPoint
4 18 (0.38%) Spreadsheet
5 17 (0.36%) CPLEX
6 15 (0.32%) MS Visio
7 3 (0.063%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 21 (0.44%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 16 (0.34%) Remedy ITSM
4 7 (0.15%) Dynamics CRM
4 7 (0.15%) Oracle EBS
4 7 (0.15%) SAP IBP
5 6 (0.13%) NetSuite
5 6 (0.13%) Remedy AR System
6 5 (0.11%) BambooHR
6 5 (0.11%) Sage X3
7 4 (0.084%) Oracle ERP
8 3 (0.063%) Endur
8 3 (0.063%) Front Arena
8 3 (0.063%) Salesforce CRM
8 3 (0.063%) SimCorp Dimension
8 3 (0.063%) Teamcenter
9 2 (0.042%) IBM Planning Analytics
9 2 (0.042%) Oracle Assets
9 2 (0.042%) SAP ERP
9 2 (0.042%) Workday HCM
Cloud Services
1 1,801 (38.00%) AWS
2 1,651 (34.84%) Azure
3 724 (15.28%) GCP
4 578 (12.20%) GitHub
5 427 (9.01%) Power Platform
6 401 (8.46%) Serverless
7 381 (8.04%) Azure DevOps
8 353 (7.45%) GitHub Actions
9 330 (6.96%) Amazon S3
10 302 (6.37%) AWS Lambda
11 265 (5.59%) Snowflake
12 209 (4.41%) Azure Data Factory
13 202 (4.26%) dbt
14 144 (3.04%) Amazon CloudWatch
15 142 (3.00%) Amazon EKS
16 141 (2.98%) AWS CloudFormation
17 123 (2.60%) Azure Synapse Analytics
18 119 (2.51%) Entra ID
19 114 (2.41%) Amazon EC2
20 107 (2.26%) SaaS
Communications & Networking
1 256 (5.40%) Firewall
2 187 (3.95%) DNS
3 145 (3.06%) TCP/IP
4 121 (2.55%) BGP
5 117 (2.47%) VPN
6 115 (2.43%) Network Security
7 106 (2.24%) WAN
8 77 (1.62%) DHCP
9 67 (1.41%) OSPF
10 57 (1.20%) SD-WAN
11 53 (1.12%) VLAN
12 52 (1.10%) VXLAN
13 49 (1.03%) HTTP
14 47 (0.99%) BIG-IP
15 42 (0.89%) F5 BIG-IP LTM
15 42 (0.89%) SSL
16 41 (0.87%) Ethernet VPN
17 40 (0.84%) MPLS
18 38 (0.80%) SNMP
19 31 (0.65%) Internet
Database & Business Intelligence
1 392 (8.27%) Power BI
2 288 (6.08%) Data Warehouse
3 274 (5.78%) PostgreSQL
4 195 (4.11%) SQL Server
5 173 (3.65%) Metadata
5 173 (3.65%) Tableau
6 161 (3.40%) Relational Database
7 150 (3.17%) Data Lake
8 148 (3.12%) NoSQL
9 144 (3.04%) BigQuery
10 121 (2.55%) Amazon Redshift
11 114 (2.41%) Big Data
12 108 (2.28%) Amazon Athena
13 104 (2.19%) Delta Lake
14 102 (2.15%) Amazon RDS
15 93 (1.96%) MongoDB
16 82 (1.73%) DynamoDB
17 69 (1.46%) MySQL
18 62 (1.31%) Redis
19 53 (1.12%) Snowflake Schema
Development Applications
1 604 (12.75%) Git
2 417 (8.80%) Jenkins
3 382 (8.06%) GitLab
4 245 (5.17%) JIRA
5 78 (1.65%) Selenium
6 44 (0.93%) JMeter
7 42 (0.89%) MLflow
7 42 (0.89%) Postman
8 40 (0.84%) Bitbucket
9 38 (0.80%) SonarQube
10 28 (0.59%) Artifactory
10 28 (0.59%) Claude Code
10 28 (0.59%) Cucumber
10 28 (0.59%) Gatling
11 26 (0.55%) Maven
12 25 (0.53%) Sonatype Nexus
13 24 (0.51%) Cypress.io
13 24 (0.51%) LoadRunner
14 21 (0.44%) REST Assured
15 18 (0.38%) Atlassian Bamboo
General
1 1,056 (22.28%) Social Skills
2 1,033 (21.80%) Finance
3 722 (15.24%) Analytical Skills
4 468 (9.88%) Public Sector
5 380 (8.02%) Banking
6 171 (3.61%) Front Office
7 105 (2.22%) Investment Banking
8 99 (2.09%) Retail
9 96 (2.03%) Inclusion and Diversity
10 91 (1.92%) Documentation Skills
11 82 (1.73%) Marketing
12 69 (1.46%) Telecoms
13 48 (1.01%) Pharmaceutical
14 46 (0.97%) Aerospace
15 44 (0.93%) Military
16 43 (0.91%) Financial Institution
17 42 (0.89%) Legal
18 38 (0.80%) Publishing
19 35 (0.74%) Law
20 33 (0.70%) Influencing Skills
Job Titles
1 788 (16.63%) Senior
2 741 (15.64%) Developer
3 697 (14.71%) Data Engineer
4 435 (9.18%) Lead
5 389 (8.21%) Python Developer
6 297 (6.27%) Python Engineer
7 279 (5.89%) DevOps Engineer
8 253 (5.34%) Software Engineer
9 244 (5.15%) Analyst
10 243 (5.13%) Architect
11 212 (4.47%) Artificial Intelligence Engineer
12 177 (3.73%) AWS Engineer
13 165 (3.48%) Data Scientist
14 152 (3.21%) Senior Developer
15 150 (3.17%) Cloud Engineer
15 150 (3.17%) Platform Engineer
15 150 (3.17%) Senior Data Engineer
16 140 (2.95%) Azure Engineer
17 119 (2.51%) Network Engineer
18 116 (2.45%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,127 (23.78%) Terraform
2 407 (8.59%) REST
3 339 (7.15%) PySpark
4 305 (6.44%) Kafka
5 272 (5.74%) React
6 212 (4.47%) .NET
7 174 (3.67%) JSON
8 172 (3.63%) Django
9 162 (3.42%) FastAPI
10 159 (3.36%) RESTful
11 149 (3.14%) Pandas
12 143 (3.02%) Node.js
13 111 (2.34%) LangChain
14 107 (2.26%) pytest
15 105 (2.22%) PyTorch
16 99 (2.09%) HTML
17 98 (2.07%) YAML
18 97 (2.05%) Flask
19 90 (1.90%) OAuth
20 88 (1.86%) CSS
Miscellaneous
1 662 (13.97%) Cloud Native
2 262 (5.53%) Distributed Systems
3 194 (4.09%) AI Agents
4 188 (3.97%) Onboarding
5 148 (3.12%) Data Centre
6 141 (2.98%) Product Ownership
7 119 (2.51%) Algorithms
7 119 (2.51%) Legacy Systems
8 111 (2.34%) Hybrid Cloud
9 109 (2.30%) Data Structures
10 99 (2.09%) Derivative
11 94 (1.98%) Data Protection Act
12 87 (1.84%) Equities
13 86 (1.81%) Management Information System
14 71 (1.50%) Fixed Income
15 70 (1.48%) Security Posture
16 64 (1.35%) Enterprise Software
17 58 (1.22%) Public Cloud
18 57 (1.20%) PKI
19 51 (1.08%) Self-Motivation
Operating Systems
1 621 (13.10%) Linux
2 307 (6.48%) Windows
3 200 (4.22%) Unix
4 124 (2.62%) Red Hat Enterprise Linux
5 76 (1.60%) Windows Server
6 39 (0.82%) Ubuntu
7 27 (0.57%) AIX
7 27 (0.57%) VMS
8 17 (0.36%) Solaris
9 16 (0.34%) CentOS
10 15 (0.32%) Android
11 10 (0.21%) Mac OS
11 10 (0.21%) zOS
12 9 (0.19%) Apple iOS
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
14 7 (0.15%) Amazon Linux
15 6 (0.13%) Embedded Linux
16 5 (0.11%) Debian
17 4 (0.084%) Windows Server 2008
Processes & Methodologies
1 1,865 (39.35%) CI/CD
2 1,381 (29.14%) DevOps
3 1,225 (25.85%) AI
4 1,055 (22.26%) Agile
5 984 (20.76%) Infrastructure as Code
6 972 (20.51%) Analytics
7 851 (17.96%) Data Pipeline
8 800 (16.88%) Problem-Solving
9 745 (15.72%) Software Engineering
10 711 (15.00%) Machine Learning
11 687 (14.50%) Data Engineering
12 639 (13.48%) Containerisation
13 617 (13.02%) Data Modelling
14 573 (12.09%) Observability
15 556 (11.73%) ETL
16 528 (11.14%) Test Automation
17 514 (10.85%) Continuous Improvement
18 498 (10.51%) Data Science
19 486 (10.26%) Validation
20 462 (9.75%) Business Intelligence
Programming Languages
1 1,585 (33.45%) SQL
2 711 (15.00%) Java
3 674 (14.22%) PowerShell
4 648 (13.67%) Bash
5 371 (7.83%) JavaScript
6 307 (6.48%) TypeScript
7 271 (5.72%) C#
8 160 (3.38%) Go
9 133 (2.81%) R
10 120 (2.53%) Bicep
10 120 (2.53%) C++
11 108 (2.28%) Scala
11 108 (2.28%) Shell Script
12 67 (1.41%) Perl
13 54 (1.14%) Data Analysis Expressions
14 53 (1.12%) C
14 53 (1.12%) Groovy
14 53 (1.12%) PL/SQL
15 52 (1.10%) Rust
16 43 (0.91%) Ruby
Qualifications
1 1,106 (23.34%) Security Cleared
2 898 (18.95%) SC Cleared
3 386 (8.15%) Degree
4 185 (3.90%) DV Cleared
5 148 (3.12%) Computer Science Degree
6 131 (2.76%) Azure Certification
7 120 (2.53%) AWS Certification
8 86 (1.81%) Cisco Certification
8 86 (1.81%) CISSP
9 84 (1.77%) BPSS Clearance
10 65 (1.37%) Master's Degree
11 48 (1.01%) CCNP
12 43 (0.91%) Microsoft Certification
13 35 (0.74%) PhD
14 33 (0.70%) VMware Certified Professional (VCP)
15 29 (0.61%) CCIE
15 29 (0.61%) CISM
16 27 (0.57%) AWS Certified Solutions Architect
17 24 (0.51%) DBS Check
18 21 (0.44%) ISTQB
Quality Assurance & Compliance
1 514 (10.85%) Data Quality
2 244 (5.15%) QA
3 103 (2.17%) NIST
4 97 (2.05%) GDPR
5 96 (2.03%) ISO/IEC 27001
6 71 (1.50%) Accessibility
7 38 (0.80%) SLA
8 29 (0.61%) Actionable Recommendations
9 26 (0.55%) NCSC
9 26 (0.55%) WCAG
10 25 (0.53%) Sarbanes-Oxley
11 23 (0.49%) PCI DSS
12 13 (0.27%) HIPAA
13 10 (0.21%) ISO 20022
13 10 (0.21%) SOC 2
14 7 (0.15%) Cyber Essentials
15 6 (0.13%) California Consumer Privacy Act
15 6 (0.13%) NIST 800
16 5 (0.11%) GRC
16 5 (0.11%) HL7
System Software
1 807 (17.03%) Docker
2 144 (3.04%) Active Directory
3 110 (2.32%) VMware Infrastructure
4 53 (1.12%) Virtual Machines
5 38 (0.80%) Hyper-V
6 37 (0.78%) vSphere
7 34 (0.72%) VMware NSX
8 27 (0.57%) Firmware
9 21 (0.44%) VMware ESXi
10 13 (0.27%) NFS
10 13 (0.27%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 9 (0.19%) Squid
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 6 (0.13%) HDFS
14 6 (0.13%) KVM
15 4 (0.084%) Ceph
15 4 (0.084%) Slurm Workload Manager
15 4 (0.084%) Varnish
Systems Management
1 923 (19.48%) Kubernetes
2 559 (11.80%) Ansible
3 276 (5.82%) Grafana
4 204 (4.30%) Prometheus
5 81 (1.71%) Puppet
6 70 (1.48%) Progress Chef
7 60 (1.27%) Argo
8 28 (0.59%) Istio
9 27 (0.57%) Single Sign-On
10 25 (0.53%) Control-M
11 24 (0.51%) ZABBIX
12 23 (0.49%) vCenter Server
13 22 (0.46%) Nagios
14 21 (0.44%) Kibana
14 21 (0.44%) Microsoft Intune
15 20 (0.42%) vRealize
16 17 (0.36%) Packer
16 17 (0.36%) Tivoli
17 16 (0.34%) HAProxy
17 16 (0.34%) Netcool
Vendors
1 604 (12.75%) Microsoft
2 478 (10.09%) Databricks
3 287 (6.06%) Google
4 213 (4.49%) Oracle
5 187 (3.95%) Splunk
6 145 (3.06%) VMware
7 135 (2.85%) Cisco
8 117 (2.47%) ServiceNow
9 115 (2.43%) OpenAI
10 96 (2.03%) Dynatrace
11 86 (1.81%) Red Hat
12 82 (1.73%) F5
13 80 (1.69%) Palo Alto
14 79 (1.67%) IBM
15 66 (1.39%) Fortinet
15 66 (1.39%) Informatica
16 65 (1.37%) CyberArk
17 59 (1.24%) SAP
18 54 (1.14%) Foundry
19 52 (1.10%) Arista