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

6 months to
22 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,799 3,635 3,553
As % of all contract jobs in England 10.46% 13.17% 10.70%
As % of the Programming Languages category 39.95% 40.12% 33.42%
Number of daily rates quoted 3,180 2,470 2,604
10th Percentile £377 £360 £375
25th Percentile £449 £437 £468
Median daily rate (50th Percentile) £545 £537 £577
Median % change year-on-year +1.44% -6.93% -3.79%
75th Percentile £650 £655 £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 118 70 98
10th Percentile £30.87 £31.45 £22.00
25th Percentile £42.83 £36.06 £40.17
Median hourly rate £60.37 £50.72 £65.00
Median % change year-on-year +19.02% -21.97% -
75th Percentile £77.50 £58.94 £70.00
90th Percentile £88.75 £83.16 £77.50
UK median hourly rate £56.50 £50.00 £57.50
% change year-on-year +13.00% -13.04% -9.72%

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 12,014 9,060 10,630
As % of all contract IT jobs advertised in England 26.19% 32.83% 32.01%
Number of daily rates quoted 7,799 6,190 7,519
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 £518 £503 £530
% change year-on-year +2.88% -5.09% -3.64%
Number of hourly rates quoted 497 259 340
10th Percentile £32.63 £29.28 £30.33
25th Percentile £53.53 £40.00 £50.72
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 £77.70 £80.00 £78.79
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +8.33%

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 22 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 22 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 22 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 2,814 £573 -0.43% 833
North of England +1 735 £500 +2.04% 389
South East -10 447 £537 +7.40% 572
Yorkshire -1 374 £500 - 122
South West -3 298 £515 -1.90% 248
North West -2 278 £525 +10.53% 191
Midlands -18 245 £476 +0.21% 196
West Midlands -18 194 £477 +0.42% 107
East of England -10 139 £500 -0.50% 186
North East -2 95 £425 -18.27% 79
East Midlands -10 51 £475 +13.10% 88
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
1 263 (5.48%) Apache Airflow
2 243 (5.06%) Apache Spark
3 189 (3.94%) Apache
4 147 (3.06%) Confluence
5 53 (1.10%) Jupyter
6 39 (0.81%) SAS
6 39 (0.81%) SharePoint
7 26 (0.54%) OpenStack
8 21 (0.44%) Palantir Foundry
9 20 (0.42%) ArcGIS
10 16 (0.33%) 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 (0.10%) Apache Solr
15 5 (0.10%) Camunda
15 5 (0.10%) WebSphere Application Server
Applications
1 98 (2.04%) Microsoft Excel
2 26 (0.54%) Chatbot
2 26 (0.54%) Microsoft Office
3 19 (0.40%) Microsoft PowerPoint
4 18 (0.38%) Spreadsheet
5 17 (0.35%) CPLEX
6 15 (0.31%) 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 (0.33%) 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 (0.10%) BambooHR
6 5 (0.10%) Sage X3
7 4 (0.083%) 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 1,835 (38.24%) AWS
2 1,670 (34.80%) Azure
3 732 (15.25%) GCP
4 582 (12.13%) GitHub
5 433 (9.02%) Power Platform
6 405 (8.44%) Serverless
7 385 (8.02%) Azure DevOps
8 354 (7.38%) GitHub Actions
9 333 (6.94%) Amazon S3
10 305 (6.36%) AWS Lambda
11 267 (5.56%) Snowflake
12 213 (4.44%) Azure Data Factory
13 202 (4.21%) dbt
14 147 (3.06%) Amazon CloudWatch
15 143 (2.98%) AWS CloudFormation
16 142 (2.96%) Amazon EKS
17 126 (2.63%) Azure Synapse Analytics
18 120 (2.50%) Entra ID
19 115 (2.40%) Amazon EC2
20 107 (2.23%) SaaS
Communications & Networking
1 261 (5.44%) Firewall
2 186 (3.88%) DNS
3 145 (3.02%) TCP/IP
4 119 (2.48%) BGP
5 116 (2.42%) VPN
6 115 (2.40%) Network Security
7 105 (2.19%) WAN
8 76 (1.58%) DHCP
9 67 (1.40%) OSPF
10 57 (1.19%) SD-WAN
11 53 (1.10%) VLAN
12 52 (1.08%) VXLAN
13 49 (1.02%) HTTP
14 47 (0.98%) BIG-IP
15 42 (0.88%) F5 BIG-IP LTM
15 42 (0.88%) SSL
16 41 (0.85%) Ethernet VPN
17 38 (0.79%) MPLS
17 38 (0.79%) SNMP
18 34 (0.71%) SAN
Database & Business Intelligence
1 398 (8.29%) Power BI
2 292 (6.08%) Data Warehouse
3 282 (5.88%) PostgreSQL
4 198 (4.13%) SQL Server
5 175 (3.65%) Tableau
6 172 (3.58%) Metadata
7 162 (3.38%) Relational Database
8 152 (3.17%) Data Lake
9 149 (3.10%) NoSQL
10 145 (3.02%) BigQuery
11 123 (2.56%) Amazon Redshift
12 116 (2.42%) Big Data
13 109 (2.27%) Amazon Athena
14 105 (2.19%) Delta Lake
15 102 (2.13%) Amazon RDS
16 93 (1.94%) MongoDB
17 83 (1.73%) DynamoDB
18 69 (1.44%) MySQL
19 63 (1.31%) Redis
20 54 (1.13%) Snowflake Schema
Development Applications
1 613 (12.77%) Git
2 422 (8.79%) Jenkins
3 385 (8.02%) GitLab
4 253 (5.27%) JIRA
5 79 (1.65%) Selenium
6 44 (0.92%) JMeter
7 43 (0.90%) Bitbucket
8 42 (0.88%) MLflow
8 42 (0.88%) Postman
9 38 (0.79%) SonarQube
10 29 (0.60%) Artifactory
11 28 (0.58%) Claude Code
11 28 (0.58%) Cucumber
11 28 (0.58%) Gatling
12 26 (0.54%) Maven
13 25 (0.52%) Sonatype Nexus
14 24 (0.50%) Cypress.io
14 24 (0.50%) LoadRunner
15 21 (0.44%) REST Assured
16 18 (0.38%) Atlassian Bamboo
General
1 1,064 (22.17%) Social Skills
2 1,055 (21.98%) Finance
3 724 (15.09%) Analytical Skills
4 473 (9.86%) Public Sector
5 390 (8.13%) Banking
6 183 (3.81%) Front Office
7 108 (2.25%) Investment Banking
8 100 (2.08%) Retail
9 98 (2.04%) Inclusion and Diversity
10 92 (1.92%) Documentation Skills
11 82 (1.71%) Marketing
12 68 (1.42%) Telecoms
13 48 (1.00%) Pharmaceutical
14 46 (0.96%) Aerospace
15 44 (0.92%) Financial Institution
15 44 (0.92%) Military
16 42 (0.88%) Legal
17 38 (0.79%) Publishing
18 35 (0.73%) Law
19 33 (0.69%) Influencing Skills
Job Titles
1 796 (16.59%) Senior
2 761 (15.86%) Developer
3 705 (14.69%) Data Engineer
4 444 (9.25%) Lead
5 398 (8.29%) Python Developer
6 299 (6.23%) Python Engineer
7 284 (5.92%) DevOps Engineer
8 266 (5.54%) Software Engineer
9 247 (5.15%) Analyst
10 243 (5.06%) Architect
11 216 (4.50%) Artificial Intelligence Engineer
12 185 (3.85%) AWS Engineer
13 166 (3.46%) Data Scientist
14 153 (3.19%) Cloud Engineer
15 152 (3.17%) Senior Developer
16 151 (3.15%) Platform Engineer
16 151 (3.15%) Senior Data Engineer
17 141 (2.94%) Azure Engineer
18 117 (2.44%) Data Analyst
18 117 (2.44%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,138 (23.71%) Terraform
2 407 (8.48%) REST
3 342 (7.13%) PySpark
4 311 (6.48%) Kafka
5 283 (5.90%) React
6 215 (4.48%) .NET
7 175 (3.65%) JSON
8 171 (3.56%) Django
9 166 (3.46%) FastAPI
10 162 (3.38%) RESTful
11 152 (3.17%) Node.js
11 152 (3.17%) Pandas
12 114 (2.38%) LangChain
13 106 (2.21%) pytest
13 106 (2.21%) PyTorch
14 100 (2.08%) YAML
15 99 (2.06%) Flask
16 98 (2.04%) HTML
17 89 (1.85%) NumPy
17 89 (1.85%) OAuth
Miscellaneous
1 669 (13.94%) Cloud Native
2 265 (5.52%) Distributed Systems
3 195 (4.06%) AI Agents
4 189 (3.94%) Onboarding
5 149 (3.10%) Data Centre
6 140 (2.92%) Product Ownership
7 120 (2.50%) Algorithms
7 120 (2.50%) Legacy Systems
8 114 (2.38%) Hybrid Cloud
9 112 (2.33%) Data Structures
10 104 (2.17%) Derivative
11 95 (1.98%) Data Protection Act
12 92 (1.92%) Equities
13 87 (1.81%) Management Information System
14 82 (1.71%) Fixed Income
15 73 (1.52%) Security Posture
16 64 (1.33%) Enterprise Software
17 58 (1.21%) PKI
17 58 (1.21%) Public Cloud
18 51 (1.06%) Self-Motivation
Operating Systems
1 629 (13.11%) Linux
2 312 (6.50%) Windows
3 205 (4.27%) Unix
4 129 (2.69%) Red Hat Enterprise Linux
5 77 (1.60%) Windows Server
6 39 (0.81%) Ubuntu
7 28 (0.58%) AIX
7 28 (0.58%) VMS
8 17 (0.35%) CentOS
8 17 (0.35%) Solaris
9 15 (0.31%) Android
10 10 (0.21%) Mac OS
10 10 (0.21%) zOS
11 9 (0.19%) Apple iOS
12 8 (0.17%) Windows 10
12 8 (0.17%) Windows Server 2019
13 7 (0.15%) Amazon Linux
14 6 (0.13%) Embedded Linux
15 5 (0.10%) Debian
16 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 1,893 (39.45%) CI/CD
2 1,405 (29.28%) DevOps
3 1,236 (25.76%) AI
4 1,076 (22.42%) Agile
5 994 (20.71%) Infrastructure as Code
6 986 (20.55%) Analytics
7 862 (17.96%) Data Pipeline
8 806 (16.80%) Problem-Solving
9 763 (15.90%) Software Engineering
10 719 (14.98%) Machine Learning
11 698 (14.54%) Data Engineering
12 648 (13.50%) Containerisation
13 628 (13.09%) Data Modelling
14 579 (12.07%) Observability
15 563 (11.73%) ETL
16 535 (11.15%) Test Automation
17 518 (10.79%) Continuous Improvement
18 508 (10.59%) Data Science
19 486 (10.13%) Validation
20 468 (9.75%) Business Intelligence
Programming Languages
1 1,605 (33.44%) SQL
2 718 (14.96%) Java
3 683 (14.23%) PowerShell
4 657 (13.69%) Bash
5 382 (7.96%) JavaScript
6 319 (6.65%) TypeScript
7 274 (5.71%) C#
8 170 (3.54%) Go
9 134 (2.79%) R
10 121 (2.52%) C++
11 120 (2.50%) Bicep
12 111 (2.31%) Shell Script
13 110 (2.29%) Scala
14 66 (1.38%) Perl
15 55 (1.15%) Data Analysis Expressions
16 54 (1.13%) PL/SQL
17 53 (1.10%) C
17 53 (1.10%) Groovy
18 52 (1.08%) Rust
19 43 (0.90%) Ruby
Qualifications
1 1,117 (23.28%) Security Cleared
2 908 (18.92%) SC Cleared
3 386 (8.04%) Degree
4 186 (3.88%) DV Cleared
5 148 (3.08%) Computer Science Degree
6 133 (2.77%) Azure Certification
7 124 (2.58%) AWS Certification
8 90 (1.88%) CISSP
9 87 (1.81%) BPSS Clearance
10 86 (1.79%) Cisco Certification
11 65 (1.35%) Master's Degree
12 48 (1.00%) CCNP
13 43 (0.90%) Microsoft Certification
14 35 (0.73%) PhD
15 33 (0.69%) VMware Certified Professional (VCP)
16 30 (0.63%) CISM
17 29 (0.60%) CCIE
18 27 (0.56%) AWS Certified Solutions Architect
19 24 (0.50%) DBS Check
20 21 (0.44%) ISTQB
Quality Assurance & Compliance
1 522 (10.88%) Data Quality
2 245 (5.11%) QA
3 104 (2.17%) NIST
4 102 (2.13%) GDPR
5 96 (2.00%) ISO/IEC 27001
6 71 (1.48%) Accessibility
7 38 (0.79%) SLA
8 29 (0.60%) Actionable Recommendations
9 26 (0.54%) NCSC
9 26 (0.54%) WCAG
10 25 (0.52%) PCI DSS
10 25 (0.52%) Sarbanes-Oxley
11 15 (0.31%) HIPAA
12 10 (0.21%) ISO 20022
12 10 (0.21%) SOC 2
13 8 (0.17%) California Consumer Privacy Act
14 7 (0.15%) Cyber Essentials
15 6 (0.13%) GRC
15 6 (0.13%) NIST 800
16 5 (0.10%) HL7
System Software
1 815 (16.98%) Docker
2 146 (3.04%) Active Directory
3 113 (2.35%) VMware Infrastructure
4 53 (1.10%) Virtual Machines
5 38 (0.79%) Hyper-V
6 37 (0.77%) vSphere
7 34 (0.71%) VMware NSX
8 28 (0.58%) 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%) HDFS
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 6 (0.13%) KVM
15 4 (0.083%) Ceph
15 4 (0.083%) Slurm Workload Manager
15 4 (0.083%) Varnish
Systems Management
1 935 (19.48%) Kubernetes
2 567 (11.81%) Ansible
3 282 (5.88%) Grafana
4 209 (4.36%) Prometheus
5 84 (1.75%) Puppet
6 72 (1.50%) Progress Chef
7 60 (1.25%) Argo
8 28 (0.58%) Istio
9 27 (0.56%) Single Sign-On
10 26 (0.54%) Control-M
11 24 (0.50%) ZABBIX
12 23 (0.48%) 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 (0.35%) Packer
16 17 (0.35%) Tivoli
17 16 (0.33%) HAProxy
17 16 (0.33%) Netcool
Vendors
1 611 (12.73%) Microsoft
2 482 (10.04%) Databricks
3 290 (6.04%) Google
4 218 (4.54%) Oracle
5 188 (3.92%) Splunk
6 149 (3.10%) VMware
7 137 (2.85%) Cisco
8 118 (2.46%) ServiceNow
9 116 (2.42%) OpenAI
10 96 (2.00%) Dynatrace
11 90 (1.88%) Red Hat
12 84 (1.75%) F5
13 81 (1.69%) IBM
14 80 (1.67%) Palo Alto
15 68 (1.42%) Informatica
16 67 (1.40%) Fortinet
17 66 (1.38%) CyberArk
18 59 (1.23%) SAP
19 56 (1.17%) Foundry
20 51 (1.06%) Arista