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

6 months to
22 May 2026
Same period 2025 Same period 2024
Rank 13 10 14
Rank change year-on-year -3 +4 -1
Contract jobs citing Python 4,347 3,146 3,534
As % of all contract jobs in England 10.53% 13.12% 9.72%
As % of the Programming Languages category 39.85% 38.86% 32.35%
Number of daily rates quoted 2,937 2,267 2,591
10th Percentile £363 £385 £388
25th Percentile £425 £450 £468
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £625 £688 £700
90th Percentile £750 £825 £838
UK median daily rate £523 £550 £560
% change year-on-year -4.91% -1.79% -6.67%
Number of hourly rates quoted 111 45 85
10th Percentile £30.00 £25.25 £22.00
25th Percentile £43.81 £28.18 £42.50
Median hourly rate £55.00 £40.00 £62.50
Median % change year-on-year +37.50% -36.00% -3.85%
75th Percentile £73.50 £57.50 £72.50
90th Percentile £83.75 £77.22 £78.25
UK median hourly rate £54.50 £40.00 £60.00
% change year-on-year +36.25% -33.33% -1.03%

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 10,909 8,095 10,924
As % of all contract IT jobs advertised in England 26.41% 33.76% 30.05%
Number of daily rates quoted 7,182 5,616 7,946
10th Percentile £355 £361 £350
25th Percentile £416 £415 £425
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.81% -4.55% -2.22%
75th Percentile £613 £650 £651
90th Percentile £720 £775 £775
UK median daily rate £500 £520 £526
% change year-on-year -3.85% -1.14% -4.36%
Number of hourly rates quoted 524 197 446
10th Percentile £40.38 £28.32 £37.52
25th Percentile £55.00 £39.25 £49.53
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - -
75th Percentile £70.00 £70.00 £70.00
90th Percentile £77.50 £85.40 £79.59
UK median hourly rate £65.00 £62.00 £62.50
% change year-on-year +4.84% -0.80% +2.97%

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 May 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 May 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 May 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 -3 2,489 £550 -5.98% 1,312
North of England +10 706 £487 -0.10% 489
Yorkshire 0 400 £482 -3.60% 145
South East -6 389 £525 +2.14% 682
South West +2 252 £500 -9.09% 273
North West +2 243 £500 +5.26% 264
Midlands -14 235 £491 +9.17% 234
West Midlands -5 180 £482 +7.11% 113
East of England -6 127 £500 - 256
North East +3 72 £475 +5.56% 84
East Midlands -12 54 £497 +17.51% 121
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
1 241 (5.54%) Apache Spark
2 181 (4.16%) Apache Airflow
3 139 (3.20%) Apache
4 112 (2.58%) Confluence
5 43 (0.99%) SAS
6 36 (0.83%) SharePoint
7 33 (0.76%) Jupyter
8 15 (0.35%) Microsoft Exchange
8 15 (0.35%) OpenStack
9 11 (0.25%) Appian
9 11 (0.25%) Palantir Foundry
10 10 (0.23%) IIS
11 8 (0.18%) Apache Superset
11 8 (0.18%) ArcGIS
12 7 (0.16%) Camunda
12 7 (0.16%) CMS
12 7 (0.16%) nginx
13 5 (0.12%) WebSphere
13 5 (0.12%) WebSphere Application Server
14 4 (0.092%) CICS
Applications
1 106 (2.44%) Microsoft Excel
2 27 (0.62%) Chatbot
3 23 (0.53%) Microsoft Office
4 19 (0.44%) MS Visio
5 17 (0.39%) Microsoft PowerPoint
5 17 (0.39%) Spreadsheet
6 7 (0.16%) CPLEX
7 4 (0.092%) Microsoft Project
8 3 (0.069%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
9 1 (0.023%) Weka
9 1 (0.023%) Zemax
Business Applications
1 24 (0.55%) Aladdin
2 15 (0.35%) SAP S/4HANA
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 6 (0.14%) Fidessa
5 5 (0.12%) BambooHR
5 5 (0.12%) Oracle EBS
6 3 (0.069%) Bloomberg AIM
6 3 (0.069%) Oracle ERP
6 3 (0.069%) SimCorp Dimension
7 2 (0.046%) Front Arena
7 2 (0.046%) Global One
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Oracle Assets
7 2 (0.046%) Orchestrade
7 2 (0.046%) Teamcenter
8 1 (0.023%) Advent Geneva
8 1 (0.023%) Odoo
8 1 (0.023%) Sprinklr
Cloud Services
1 1,636 (37.64%) AWS
2 1,495 (34.39%) Azure
3 633 (14.56%) GCP
4 535 (12.31%) GitHub
5 447 (10.28%) Power Platform
6 373 (8.58%) Serverless
7 324 (7.45%) Azure DevOps
8 303 (6.97%) Amazon S3
9 294 (6.76%) GitHub Actions
10 268 (6.17%) AWS Lambda
11 247 (5.68%) Azure Data Factory
12 190 (4.37%) Snowflake
13 153 (3.52%) Azure Synapse Analytics
14 149 (3.43%) dbt
15 146 (3.36%) AWS CloudFormation
16 140 (3.22%) OpenShift
17 119 (2.74%) Amazon EKS
18 100 (2.30%) Amazon CloudWatch
19 97 (2.23%) Amazon ECS
20 96 (2.21%) Amazon EC2
Communications & Networking
1 163 (3.75%) Firewall
2 122 (2.81%) DNS
3 90 (2.07%) Network Security
4 81 (1.86%) TCP/IP
5 79 (1.82%) WAN
6 75 (1.73%) BGP
7 69 (1.59%) VPN
8 49 (1.13%) HTTP
9 48 (1.10%) OSPF
10 42 (0.97%) BIG-IP
11 38 (0.87%) VXLAN
12 35 (0.81%) SD-WAN
13 31 (0.71%) SAN
13 31 (0.71%) SNMP
13 31 (0.71%) SSL
14 30 (0.69%) DHCP
14 30 (0.69%) VLAN
15 29 (0.67%) Ethernet VPN
15 29 (0.67%) LAN
15 29 (0.67%) MPLS
Database & Business Intelligence
1 382 (8.79%) Power BI
2 278 (6.40%) PostgreSQL
3 241 (5.54%) Data Warehouse
4 230 (5.29%) SQL Server
5 202 (4.65%) Data Lake
6 176 (4.05%) Tableau
7 153 (3.52%) NoSQL
8 148 (3.40%) Relational Database
9 134 (3.08%) Metadata
10 124 (2.85%) Delta Lake
11 121 (2.78%) BigQuery
12 113 (2.60%) Big Data
13 100 (2.30%) Amazon Athena
14 97 (2.23%) Amazon Redshift
15 81 (1.86%) MongoDB
16 75 (1.73%) Amazon RDS
16 75 (1.73%) Azure SQL Database
17 67 (1.54%) MySQL
18 63 (1.45%) DynamoDB
19 56 (1.29%) Hadoop
Development Applications
1 517 (11.89%) Git
2 377 (8.67%) Jenkins
3 289 (6.65%) GitLab
4 212 (4.88%) JIRA
5 71 (1.63%) MLflow
6 65 (1.50%) Selenium
7 52 (1.20%) Postman
8 35 (0.81%) Cucumber
9 28 (0.64%) Cypress.io
9 28 (0.64%) JMeter
10 27 (0.62%) Artifactory
11 25 (0.58%) Bitbucket
12 23 (0.53%) Robot Framework
13 22 (0.51%) SonarQube
14 21 (0.48%) Maven
14 21 (0.48%) REST Assured
15 20 (0.46%) JUnit
16 19 (0.44%) Gatling
16 19 (0.44%) Sonatype Nexus
17 18 (0.41%) SpecFlow
General
1 936 (21.53%) Social Skills
2 908 (20.89%) Finance
3 600 (13.80%) Analytical Skills
4 386 (8.88%) Public Sector
5 321 (7.38%) Banking
6 171 (3.93%) Front Office
7 108 (2.48%) Documentation Skills
8 96 (2.21%) Investment Banking
9 62 (1.43%) Marketing
10 56 (1.29%) Inclusion and Diversity
11 52 (1.20%) Retail
12 50 (1.15%) Pharmaceutical
13 41 (0.94%) Telecoms
14 40 (0.92%) Legal
15 33 (0.76%) Influencing Skills
15 33 (0.76%) Publishing
16 32 (0.74%) Financial Institution
17 30 (0.69%) Military
18 28 (0.64%) Manufacturing
19 25 (0.58%) Presentation Skills
Job Titles
1 797 (18.33%) Developer
2 683 (15.71%) Data Engineer
3 625 (14.38%) Senior
4 397 (9.13%) Python Developer
5 306 (7.04%) Lead
6 285 (6.56%) Architect
7 235 (5.41%) DevOps Engineer
8 234 (5.38%) Analyst
9 231 (5.31%) Software Engineer
10 216 (4.97%) Python Engineer
11 200 (4.60%) Artificial Intelligence Engineer
12 183 (4.21%) Data Scientist
13 160 (3.68%) AWS Engineer
14 146 (3.36%) Azure Engineer
15 138 (3.17%) Senior Developer
16 135 (3.11%) Senior Data Engineer
17 128 (2.94%) Data Analyst
18 114 (2.62%) Full-Stack Developer
19 110 (2.53%) Security Engineer
20 108 (2.48%) Platform Engineer
Libraries, Frameworks & Software Standards
1 322 (7.41%) React
2 320 (7.36%) REST
3 301 (6.92%) PySpark
4 287 (6.60%) Kafka
5 193 (4.44%) .NET
6 188 (4.32%) Node.js
7 182 (4.19%) Pandas
8 153 (3.52%) PyTorch
9 146 (3.36%) JSON
10 137 (3.15%) RESTful
11 136 (3.13%) FastAPI
12 110 (2.53%) Django
12 110 (2.53%) TensorFlow
13 108 (2.48%) LangChain
14 105 (2.42%) scikit-learn
15 104 (2.39%) NumPy
16 99 (2.28%) AngularJS
17 95 (2.19%) YAML
18 94 (2.16%) Flask
18 94 (2.16%) LDAP
Miscellaneous
1 463 (10.65%) Cloud Native
2 189 (4.35%) Distributed Systems
3 123 (2.83%) Algorithms
4 115 (2.65%) AI Agents
4 115 (2.65%) Product Ownership
5 107 (2.46%) Data Centre
5 107 (2.46%) Data Protection Act
6 104 (2.39%) Equities
7 103 (2.37%) Derivative
8 101 (2.32%) Data Structures
9 100 (2.30%) Onboarding
10 99 (2.28%) Fixed Income
11 83 (1.91%) Hybrid Cloud
12 82 (1.89%) Legacy Systems
13 81 (1.86%) Enterprise Software
14 77 (1.77%) Management Information System
15 76 (1.75%) Security Posture
16 48 (1.10%) Public Cloud
17 45 (1.04%) Greenfield Project
18 43 (0.99%) Self-Motivation
Operating Systems
1 517 (11.89%) Linux
2 233 (5.36%) Windows
3 179 (4.12%) Unix
4 71 (1.63%) Red Hat Enterprise Linux
5 52 (1.20%) Windows Server
6 35 (0.81%) Ubuntu
7 30 (0.69%) VMS
8 24 (0.55%) AIX
9 23 (0.53%) Android
10 19 (0.44%) Solaris
11 17 (0.39%) CentOS
12 16 (0.37%) Apple iOS
13 13 (0.30%) Mac OS
14 9 (0.21%) Debian
14 9 (0.21%) zOS
15 6 (0.14%) Rocky
16 5 (0.12%) Amazon Linux
16 5 (0.12%) Embedded Linux
17 3 (0.069%) Oracle Linux
17 3 (0.069%) Windows 7
Processes & Methodologies
1 1,584 (36.44%) CI/CD
2 1,173 (26.98%) DevOps
3 1,015 (23.35%) AI
4 906 (20.84%) Agile
4 906 (20.84%) Analytics
5 801 (18.43%) Problem-Solving
6 733 (16.86%) Data Pipeline
7 729 (16.77%) Infrastructure as Code
8 655 (15.07%) Machine Learning
9 622 (14.31%) Data Engineering
10 614 (14.12%) Data Modelling
11 598 (13.76%) ETL
12 587 (13.50%) Containerisation
13 543 (12.49%) Software Engineering
14 499 (11.48%) Data Science
15 444 (10.21%) Observability
16 441 (10.14%) Business Intelligence
17 432 (9.94%) Test Automation
18 380 (8.74%) LLM
19 358 (8.24%) Migration
Programming Languages
1 1,506 (34.64%) SQL
2 678 (15.60%) Java
3 535 (12.31%) PowerShell
4 476 (10.95%) Bash
5 398 (9.16%) JavaScript
6 296 (6.81%) TypeScript
7 295 (6.79%) C#
8 176 (4.05%) Go
9 151 (3.47%) R
10 127 (2.92%) Scala
11 117 (2.69%) C++
12 94 (2.16%) Shell Script
13 68 (1.56%) Ruby
14 64 (1.47%) Bicep
15 52 (1.20%) Data Analysis Expressions
15 52 (1.20%) PL/SQL
16 51 (1.17%) Perl
17 49 (1.13%) C
18 45 (1.04%) T-SQL
19 43 (0.99%) Groovy
Qualifications
1 962 (22.13%) Security Cleared
2 772 (17.76%) SC Cleared
3 341 (7.84%) Degree
4 150 (3.45%) Computer Science Degree
5 130 (2.99%) DV Cleared
6 95 (2.19%) BPSS Clearance
7 90 (2.07%) Azure Certification
8 73 (1.68%) CISSP
9 65 (1.50%) AWS Certification
9 65 (1.50%) Master's Degree
10 56 (1.29%) Cisco Certification
11 37 (0.85%) CCNP
11 37 (0.85%) CISM
12 35 (0.81%) PhD
13 28 (0.64%) VMware Certified Professional (VCP)
14 27 (0.62%) Microsoft Certification
15 21 (0.48%) ISTQB
16 19 (0.44%) CCIE
17 18 (0.41%) AWS Certified Solutions Architect
18 17 (0.39%) CompTIA Security+
Quality Assurance & Compliance
1 443 (10.19%) Data Quality
2 182 (4.19%) QA
3 142 (3.27%) GDPR
4 85 (1.96%) NIST
5 83 (1.91%) ISO/IEC 27001
6 54 (1.24%) Accessibility
7 29 (0.67%) Sarbanes-Oxley
8 27 (0.62%) SLA
9 23 (0.53%) HIPAA
9 23 (0.53%) PCI DSS
10 16 (0.37%) WCAG
11 14 (0.32%) Actionable Recommendations
11 14 (0.32%) NCSC
12 10 (0.23%) Cyber Essentials
13 9 (0.21%) ISO 20022
13 9 (0.21%) SOC 2
14 8 (0.18%) California Consumer Privacy Act
15 7 (0.16%) GRC
16 6 (0.14%) MiFID
16 6 (0.14%) PSD2
System Software
1 668 (15.37%) Docker
2 136 (3.13%) Active Directory
3 75 (1.73%) VMware Infrastructure
4 63 (1.45%) Virtual Machines
5 33 (0.76%) VMware NSX
6 32 (0.74%) vSphere
7 28 (0.64%) Firmware
8 18 (0.41%) Hyper-V
9 15 (0.35%) KVM
10 12 (0.28%) NFS
10 12 (0.28%) VMware ESXi
11 10 (0.23%) Squid
12 8 (0.18%) HDFS
12 8 (0.18%) Virtual Desktop
13 6 (0.14%) Oracle RAC
14 5 (0.12%) Ceph
14 5 (0.12%) Postfix
15 4 (0.092%) Active Directory Lightweight Directory Services
15 4 (0.092%) SRDF
15 4 (0.092%) Varnish
Systems Management
1 892 (20.52%) Terraform
2 788 (18.13%) Kubernetes
3 451 (10.37%) Ansible
4 257 (5.91%) Grafana
5 223 (5.13%) Prometheus
6 68 (1.56%) Puppet
7 51 (1.17%) Argo
8 35 (0.81%) Istio
9 33 (0.76%) Kibana
10 29 (0.67%) vCenter Server
11 27 (0.62%) Progress Chef
12 26 (0.60%) Nessus
13 24 (0.55%) Control-M
14 22 (0.51%) Nagios
15 20 (0.46%) vRealize
15 20 (0.46%) ZABBIX
16 19 (0.44%) HAProxy
17 17 (0.39%) IBM Guardium
17 17 (0.39%) Tivoli
18 16 (0.37%) Single Sign-On
Vendors
1 513 (11.80%) Microsoft
2 473 (10.88%) Databricks
3 211 (4.85%) Google
4 208 (4.78%) Oracle
5 188 (4.32%) Splunk
6 126 (2.90%) VMware
7 109 (2.51%) OpenAI
8 108 (2.48%) Red Hat
9 91 (2.09%) Cisco
10 89 (2.05%) ServiceNow
11 82 (1.89%) CyberArk
12 73 (1.68%) BeyondTrust
13 68 (1.56%) F5
14 65 (1.50%) Dynatrace
15 64 (1.47%) Palo Alto
16 52 (1.20%) Informatica
17 51 (1.17%) IBM
18 45 (1.04%) Foundry
18 45 (1.04%) SAP
19 41 (0.94%) Arista