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

6 months to
6 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 13
Rank change year-on-year -4 +3 -1
Contract jobs citing Python 4,765 3,606 3,510
As % of all contract jobs in England 10.47% 13.05% 10.49%
As % of the Programming Languages category 39.73% 39.72% 33.10%
Number of daily rates quoted 3,136 2,484 2,600
10th Percentile £375 £363 £375
25th Percentile £447 £435 £463
Median daily rate (50th Percentile) £540 £550 £575
Median % change year-on-year -1.86% -4.35% -4.17%
75th Percentile £650 £663 £725
90th Percentile £750 £804 £850
UK median daily rate £526 £530 £575
% change year-on-year -0.85% -7.83% -4.17%
Number of hourly rates quoted 121 60 101
10th Percentile £30.00 £29.82 £22.00
25th Percentile £42.50 £36.19 £40.06
Median hourly rate £58.50 £51.97 £65.00
Median % change year-on-year +12.56% -20.05% -
75th Percentile £77.50 £58.81 £70.00
90th Percentile £88.75 £79.13 £77.50
UK median hourly rate £55.00 £50.00 £57.50
% change year-on-year +10.00% -13.04% -10.68%

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 11,994 9,079 10,605
As % of all contract IT jobs advertised in England 26.34% 32.86% 31.70%
Number of daily rates quoted 7,765 6,252 7,601
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 £656
90th Percentile £738 £763 £800
UK median daily rate £513 £501 £530
% change year-on-year +2.35% -5.52% -3.64%
Number of hourly rates quoted 501 230 361
10th Percentile £33.70 £29.06 £30.00
25th Percentile £53.25 £40.00 £51.25
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.00 £84.55 £78.75
UK median hourly rate £65.00 £57.13 £65.00
% change year-on-year +13.79% -12.12% +4.00%

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 6 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 6 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 6 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 2,760 £574 -0.11% 3,005
North of England +2 757 £500 +4.17% 585
South East -10 448 £538 +7.50% 679
Yorkshire +1 385 £500 +1.42% 175
South West -3 292 £505 -8.18% 324
North West +2 291 £525 +10.53% 305
Midlands -15 244 £473 +5.00% 267
West Midlands -11 194 £469 +4.22% 151
East of England -15 136 £500 - 308
North East -2 92 £425 -12.37% 109
East Midlands -7 49 £488 +15.50% 116
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 (5.33%) Apache Airflow
2 247 (5.18%) Apache Spark
3 183 (3.84%) Apache
4 153 (3.21%) Confluence
5 52 (1.09%) Jupyter
6 45 (0.94%) SAS
7 34 (0.71%) SharePoint
8 24 (0.50%) OpenStack
9 20 (0.42%) Palantir Foundry
10 18 (0.38%) ArcGIS
11 15 (0.31%) nginx
12 11 (0.23%) IIS
13 9 (0.19%) Apache Superset
13 9 (0.19%) CMS
14 6 (0.13%) CICS
14 6 (0.13%) Tomcat
14 6 (0.13%) WebSphere
15 5 (0.10%) Camunda
15 5 (0.10%) WebSphere Application Server
16 4 (0.084%) Apache Solr
Applications
1 102 (2.14%) Microsoft Excel
2 27 (0.57%) Chatbot
3 23 (0.48%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 17 (0.36%) CPLEX
5 17 (0.36%) MS Visio
5 17 (0.36%) Spreadsheet
6 3 (0.063%) Microsoft Project
7 2 (0.042%) Navisworks
7 2 (0.042%) Revit
8 1 (0.021%) CINEMA 4D
8 1 (0.021%) Houdini
8 1 (0.021%) OrCAD
8 1 (0.021%) Simulink
8 1 (0.021%) SPSS
8 1 (0.021%) Weka
8 1 (0.021%) Zemax
Business Applications
1 23 (0.48%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 13 (0.27%) 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
6 5 (0.10%) BambooHR
6 5 (0.10%) Sage X3
7 4 (0.084%) Oracle ERP
7 4 (0.084%) Remedy AR System
8 3 (0.063%) Endur
8 3 (0.063%) Salesforce CRM
8 3 (0.063%) SimCorp Dimension
8 3 (0.063%) Teamcenter
9 2 (0.042%) Front Arena
9 2 (0.042%) IBM Planning Analytics
9 2 (0.042%) Orchestrade
9 2 (0.042%) SAP ERP
9 2 (0.042%) Sparx Enterprise Architect
Cloud Services
1 1,819 (38.17%) AWS
2 1,658 (34.80%) Azure
3 721 (15.13%) GCP
4 572 (12.00%) GitHub
5 439 (9.21%) Power Platform
6 387 (8.12%) Serverless
7 372 (7.81%) Azure DevOps
8 339 (7.11%) Amazon S3
9 337 (7.07%) GitHub Actions
10 295 (6.19%) AWS Lambda
11 255 (5.35%) Snowflake
12 221 (4.64%) Azure Data Factory
13 207 (4.34%) dbt
14 144 (3.02%) Amazon CloudWatch
14 144 (3.02%) AWS CloudFormation
15 140 (2.94%) Amazon EKS
16 138 (2.90%) Azure Synapse Analytics
17 120 (2.52%) OpenShift
18 114 (2.39%) Entra ID
19 108 (2.27%) Amazon EC2
Communications & Networking
1 253 (5.31%) Firewall
2 178 (3.74%) DNS
3 135 (2.83%) TCP/IP
4 110 (2.31%) BGP
5 106 (2.22%) VPN
6 99 (2.08%) WAN
7 96 (2.01%) Network Security
8 70 (1.47%) DHCP
9 66 (1.39%) OSPF
10 52 (1.09%) SD-WAN
11 51 (1.07%) VLAN
12 47 (0.99%) BIG-IP
12 47 (0.99%) HTTP
13 46 (0.97%) VXLAN
14 42 (0.88%) SSL
15 41 (0.86%) F5 BIG-IP LTM
16 38 (0.80%) SNMP
17 36 (0.76%) Ethernet VPN
18 35 (0.73%) MPLS
19 34 (0.71%) SAN
Database & Business Intelligence
1 401 (8.42%) Power BI
2 290 (6.09%) Data Warehouse
3 279 (5.86%) PostgreSQL
4 201 (4.22%) SQL Server
5 171 (3.59%) Tableau
6 166 (3.48%) Data Lake
7 160 (3.36%) Metadata
8 157 (3.29%) Relational Database
9 155 (3.25%) NoSQL
10 138 (2.90%) BigQuery
11 117 (2.46%) Amazon Redshift
11 117 (2.46%) Big Data
12 113 (2.37%) Amazon Athena
13 111 (2.33%) Delta Lake
14 99 (2.08%) MongoDB
15 97 (2.04%) Amazon RDS
16 84 (1.76%) DynamoDB
17 60 (1.26%) MySQL
18 59 (1.24%) Redis
19 58 (1.22%) Snowflake Schema
Development Applications
1 579 (12.15%) Git
2 411 (8.63%) Jenkins
3 363 (7.62%) GitLab
4 255 (5.35%) JIRA
5 67 (1.41%) Selenium
6 54 (1.13%) MLflow
7 42 (0.88%) Bitbucket
8 34 (0.71%) JMeter
8 34 (0.71%) Postman
9 33 (0.69%) SonarQube
10 29 (0.61%) Artifactory
11 26 (0.55%) Cucumber
11 26 (0.55%) Cypress.io
11 26 (0.55%) Gatling
11 26 (0.55%) Sonatype Nexus
12 25 (0.52%) Maven
13 23 (0.48%) REST Assured
14 20 (0.42%) Claude Code
15 18 (0.38%) JUnit
16 17 (0.36%) Atlassian Bamboo
General
1 1,062 (22.29%) Finance
2 1,040 (21.83%) Social Skills
3 700 (14.69%) Analytical Skills
4 488 (10.24%) Public Sector
5 370 (7.76%) Banking
6 191 (4.01%) Front Office
7 101 (2.12%) Investment Banking
8 100 (2.10%) Documentation Skills
9 99 (2.08%) Retail
10 93 (1.95%) Inclusion and Diversity
11 78 (1.64%) Marketing
12 65 (1.36%) Telecoms
13 53 (1.11%) Pharmaceutical
14 46 (0.97%) Financial Institution
14 46 (0.97%) Military
15 45 (0.94%) Legal
16 44 (0.92%) Aerospace
17 43 (0.90%) Publishing
18 36 (0.76%) Manufacturing
19 34 (0.71%) Influencing Skills
Job Titles
1 796 (16.71%) Developer
2 771 (16.18%) Senior
3 727 (15.26%) Data Engineer
4 416 (8.73%) Lead
5 411 (8.63%) Python Developer
6 293 (6.15%) Python Engineer
7 282 (5.92%) Software Engineer
8 271 (5.69%) DevOps Engineer
9 253 (5.31%) Analyst
10 243 (5.10%) Architect
11 213 (4.47%) Artificial Intelligence Engineer
12 186 (3.90%) AWS Engineer
13 177 (3.71%) Data Scientist
14 154 (3.23%) Senior Developer
15 151 (3.17%) Cloud Engineer
16 146 (3.06%) Platform Engineer
16 146 (3.06%) Senior Data Engineer
17 142 (2.98%) Azure Engineer
18 127 (2.67%) Data Analyst
19 119 (2.50%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 364 (7.64%) REST
2 322 (6.76%) PySpark
3 306 (6.42%) React
4 304 (6.38%) Kafka
5 204 (4.28%) .NET
6 171 (3.59%) JSON
6 171 (3.59%) Node.js
7 166 (3.48%) FastAPI
8 164 (3.44%) Pandas
8 164 (3.44%) RESTful
9 157 (3.29%) Django
10 127 (2.67%) PyTorch
11 122 (2.56%) LangChain
12 96 (2.01%) Flask
12 96 (2.01%) NumPy
12 96 (2.01%) scikit-learn
13 92 (1.93%) YAML
14 90 (1.89%) TensorFlow
15 88 (1.85%) pytest
15 88 (1.85%) Spring
Miscellaneous
1 652 (13.68%) Cloud Native
2 270 (5.67%) Distributed Systems
3 185 (3.88%) AI Agents
4 182 (3.82%) Onboarding
5 144 (3.02%) Data Centre
6 131 (2.75%) Product Ownership
7 122 (2.56%) Data Structures
8 121 (2.54%) Algorithms
9 115 (2.41%) Hybrid Cloud
10 111 (2.33%) Legacy Systems
11 105 (2.20%) Derivative
12 98 (2.06%) Data Protection Act
12 98 (2.06%) Fixed Income
13 91 (1.91%) Equities
14 84 (1.76%) Management Information System
15 76 (1.59%) Security Posture
16 56 (1.18%) Enterprise Software
17 55 (1.15%) PKI
18 54 (1.13%) Public Cloud
19 51 (1.07%) Self-Motivation
Operating Systems
1 605 (12.70%) Linux
2 298 (6.25%) Windows
3 195 (4.09%) Unix
4 119 (2.50%) Red Hat Enterprise Linux
5 72 (1.51%) Windows Server
6 38 (0.80%) Ubuntu
7 28 (0.59%) AIX
8 24 (0.50%) VMS
9 17 (0.36%) Android
10 16 (0.34%) Solaris
11 14 (0.29%) CentOS
12 12 (0.25%) Apple iOS
13 10 (0.21%) zOS
14 7 (0.15%) Mac OS
14 7 (0.15%) Windows Server 2019
15 6 (0.13%) Amazon Linux
15 6 (0.13%) Debian
15 6 (0.13%) Embedded Linux
15 6 (0.13%) Windows 10
16 5 (0.10%) Rocky
Processes & Methodologies
1 1,828 (38.36%) CI/CD
2 1,375 (28.86%) DevOps
3 1,200 (25.18%) AI
4 1,075 (22.56%) Agile
5 1,012 (21.24%) Analytics
6 942 (19.77%) Infrastructure as Code
7 880 (18.47%) Data Pipeline
8 798 (16.75%) Problem-Solving
9 751 (15.76%) Machine Learning
10 745 (15.63%) Software Engineering
11 707 (14.84%) Data Engineering
12 653 (13.70%) Data Modelling
13 645 (13.54%) Containerisation
14 579 (12.15%) ETL
15 545 (11.44%) Observability
16 534 (11.21%) Data Science
17 494 (10.37%) Test Automation
18 473 (9.93%) Continuous Improvement
19 469 (9.84%) Business Intelligence
20 445 (9.34%) Validation
Programming Languages
1 1,592 (33.41%) SQL
2 708 (14.86%) Java
3 646 (13.56%) PowerShell
4 634 (13.31%) Bash
5 377 (7.91%) JavaScript
6 333 (6.99%) TypeScript
7 270 (5.67%) C#
8 179 (3.76%) Go
9 136 (2.85%) R
10 116 (2.43%) C++
11 110 (2.31%) Bicep
11 110 (2.31%) Scala
12 107 (2.25%) Shell Script
13 57 (1.20%) Perl
14 55 (1.15%) Rust
15 54 (1.13%) C
16 52 (1.09%) Groovy
17 49 (1.03%) PL/SQL
18 46 (0.97%) Data Analysis Expressions
19 45 (0.94%) Ruby
Qualifications
1 1,096 (23.00%) Security Cleared
2 882 (18.51%) SC Cleared
3 388 (8.14%) Degree
4 177 (3.71%) DV Cleared
5 144 (3.02%) Computer Science Degree
6 121 (2.54%) Azure Certification
7 116 (2.43%) AWS Certification
8 101 (2.12%) BPSS Clearance
9 83 (1.74%) CISSP
10 81 (1.70%) Cisco Certification
11 63 (1.32%) Master's Degree
12 48 (1.01%) CCNP
13 42 (0.88%) Microsoft Certification
14 38 (0.80%) PhD
15 35 (0.73%) VMware Certified Professional (VCP)
16 29 (0.61%) CISM
17 27 (0.57%) AWS Certified Solutions Architect
17 27 (0.57%) CCIE
18 25 (0.52%) DBS Check
19 22 (0.46%) CCNA
Quality Assurance & Compliance
1 511 (10.72%) Data Quality
2 227 (4.76%) QA
3 107 (2.25%) GDPR
4 99 (2.08%) NIST
5 95 (1.99%) ISO/IEC 27001
6 74 (1.55%) Accessibility
7 28 (0.59%) WCAG
8 26 (0.55%) SLA
9 25 (0.52%) Sarbanes-Oxley
10 24 (0.50%) NCSC
11 22 (0.46%) PCI DSS
12 19 (0.40%) Actionable Recommendations
13 18 (0.38%) HIPAA
14 10 (0.21%) California Consumer Privacy Act
15 9 (0.19%) SOC 2
16 8 (0.17%) ISO 20022
17 7 (0.15%) GRC
18 6 (0.13%) Cyber Essentials
19 5 (0.10%) HL7
19 5 (0.10%) NIST 800
System Software
1 794 (16.66%) Docker
2 144 (3.02%) Active Directory
3 108 (2.27%) VMware Infrastructure
4 57 (1.20%) Virtual Machines
5 39 (0.82%) vSphere
6 36 (0.76%) Hyper-V
7 34 (0.71%) VMware NSX
8 28 (0.59%) Firmware
9 20 (0.42%) VMware ESXi
10 13 (0.27%) NFS
11 10 (0.21%) Oracle RAC
11 10 (0.21%) Virtual Desktop
12 9 (0.19%) Squid
13 8 (0.17%) KVM
14 7 (0.15%) HDFS
14 7 (0.15%) Postfix
14 7 (0.15%) PowerHA
15 5 (0.10%) SRDF
16 4 (0.084%) Ceph
16 4 (0.084%) Varnish
Systems Management
1 1,106 (23.21%) Terraform
2 915 (19.20%) Kubernetes
3 540 (11.33%) Ansible
4 278 (5.83%) Grafana
5 219 (4.60%) Prometheus
6 81 (1.70%) Puppet
7 63 (1.32%) Argo
8 62 (1.30%) Progress Chef
9 30 (0.63%) vCenter Server
10 26 (0.55%) Istio
11 24 (0.50%) ZABBIX
12 23 (0.48%) Control-M
13 22 (0.46%) Single Sign-On
14 21 (0.44%) Nagios
14 21 (0.44%) vRealize
15 20 (0.42%) Kibana
16 17 (0.36%) HAProxy
16 17 (0.36%) Microsoft Intune
16 17 (0.36%) Nessus
16 17 (0.36%) Packer
Vendors
1 572 (12.00%) Microsoft
2 477 (10.01%) Databricks
3 279 (5.86%) Google
4 206 (4.32%) Oracle
5 183 (3.84%) Splunk
6 141 (2.96%) VMware
7 125 (2.62%) Cisco
8 117 (2.46%) OpenAI
9 110 (2.31%) ServiceNow
10 87 (1.83%) Dynatrace
11 86 (1.80%) F5
11 86 (1.80%) Red Hat
12 81 (1.70%) Palo Alto
13 66 (1.39%) Fortinet
13 66 (1.39%) IBM
13 66 (1.39%) Informatica
14 64 (1.34%) CyberArk
15 55 (1.15%) Foundry
16 52 (1.09%) Arista
17 51 (1.07%) SAP