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

6 months to
21 May 2026
Same period 2025 Same period 2024
Rank 13 10 14
Rank change year-on-year -3 +4 -1
Contract jobs citing Python 4,341 3,174 3,528
As % of all contract jobs in England 10.53% 13.11% 9.69%
As % of the Programming Languages category 39.84% 38.87% 32.36%
Number of daily rates quoted 2,939 2,288 2,580
10th Percentile £363 £388 £388
25th Percentile £425 £450 £463
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 -4.95% -1.79% -6.67%
Number of hourly rates quoted 111 45 87
10th Percentile £30.00 £25.25 £22.00
25th Percentile £43.81 £28.18 £42.38
Median hourly rate £55.00 £40.00 £62.50
Median % change year-on-year +37.50% -36.00% -3.85%
75th Percentile £73.50 £58.75 £72.19
90th Percentile £83.75 £77.22 £78.00
UK median hourly rate £54.75 £40.00 £60.00
% change year-on-year +36.88% -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 10,896 8,165 10,903
As % of all contract IT jobs advertised in England 26.43% 33.72% 29.95%
Number of daily rates quoted 7,183 5,667 7,919
10th Percentile £356 £361 £350
25th Percentile £415 £419 £425
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.86% -4.55% -2.22%
75th Percentile £613 £650 £656
90th Percentile £720 £775 £775
UK median daily rate £500 £520 £530
% change year-on-year -3.85% -1.89% -3.64%
Number of hourly rates quoted 528 206 446
10th Percentile £40.88 £28.09 £37.59
25th Percentile £55.00 £39.25 £49.53
Median hourly rate £65.00 £63.00 £62.50
Median % change year-on-year +3.17% +0.80% -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.00 £79.59
UK median hourly rate £65.00 £62.50 £62.36
% change year-on-year +4.00% +0.23% +2.73%

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 21 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 21 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 21 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 2,475 £550 -5.98% 1,338
North of England +10 706 £485 -0.62% 507
Yorkshire +1 398 £482 -3.60% 147
South East -3 390 £525 +2.44% 686
South West +2 255 £500 -9.09% 270
North West +5 245 £500 +5.26% 266
Midlands -12 239 £488 +8.33% 240
West Midlands -12 182 £482 +7.11% 124
East of England -4 127 £500 - 246
North East +7 72 £475 +5.56% 98
East Midlands -10 56 £495 +17.16% 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
1 245 (5.64%) Apache Spark
2 176 (4.05%) Apache Airflow
3 137 (3.16%) 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 12 (0.28%) Palantir Foundry
10 11 (0.25%) Appian
11 10 (0.23%) IIS
12 8 (0.18%) Apache Superset
13 7 (0.16%) ArcGIS
13 7 (0.16%) Camunda
13 7 (0.16%) CMS
13 7 (0.16%) nginx
14 5 (0.12%) WebSphere
14 5 (0.12%) WebSphere Application Server
15 4 (0.092%) CICS
Applications
1 106 (2.44%) Microsoft Excel
2 25 (0.58%) 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%) Endur
8 1 (0.023%) Oracle Applications
8 1 (0.023%) SAP APO
Cloud Services
1 1,634 (37.64%) AWS
2 1,495 (34.44%) Azure
3 637 (14.67%) GCP
4 534 (12.30%) GitHub
5 445 (10.25%) Power Platform
6 372 (8.57%) Serverless
7 322 (7.42%) Azure DevOps
8 303 (6.98%) Amazon S3
9 293 (6.75%) GitHub Actions
10 266 (6.13%) AWS Lambda
11 246 (5.67%) Azure Data Factory
12 187 (4.31%) Snowflake
13 153 (3.52%) Azure Synapse Analytics
14 148 (3.41%) dbt
15 147 (3.39%) AWS CloudFormation
16 139 (3.20%) OpenShift
17 118 (2.72%) Amazon EKS
18 97 (2.23%) Amazon CloudWatch
19 96 (2.21%) Amazon ECS
20 95 (2.19%) Amazon EC2
Communications & Networking
1 162 (3.73%) Firewall
2 120 (2.76%) DNS
3 90 (2.07%) Network Security
4 81 (1.87%) TCP/IP
5 80 (1.84%) WAN
6 75 (1.73%) BGP
7 69 (1.59%) VPN
8 49 (1.13%) HTTP
9 48 (1.11%) OSPF
10 41 (0.94%) BIG-IP
11 38 (0.88%) VXLAN
12 37 (0.85%) SD-WAN
13 33 (0.76%) SNMP
14 31 (0.71%) SAN
15 30 (0.69%) DHCP
15 30 (0.69%) SSL
15 30 (0.69%) VLAN
16 29 (0.67%) LAN
16 29 (0.67%) MPLS
16 29 (0.67%) Wireshark
Database & Business Intelligence
1 381 (8.78%) Power BI
2 277 (6.38%) PostgreSQL
3 241 (5.55%) Data Warehouse
4 227 (5.23%) SQL Server
5 201 (4.63%) Data Lake
6 176 (4.05%) Tableau
7 157 (3.62%) NoSQL
8 147 (3.39%) Relational Database
9 134 (3.09%) Metadata
10 124 (2.86%) Delta Lake
11 122 (2.81%) BigQuery
12 113 (2.60%) Big Data
13 100 (2.30%) Amazon Athena
14 97 (2.23%) Amazon Redshift
15 80 (1.84%) MongoDB
16 78 (1.80%) Azure SQL Database
17 75 (1.73%) Amazon RDS
18 67 (1.54%) MySQL
19 61 (1.41%) DynamoDB
20 56 (1.29%) Snowflake Schema
Development Applications
1 520 (11.98%) Git
2 380 (8.75%) Jenkins
3 290 (6.68%) GitLab
4 212 (4.88%) JIRA
5 71 (1.64%) MLflow
6 65 (1.50%) Selenium
7 51 (1.17%) Postman
8 35 (0.81%) Cucumber
9 28 (0.65%) Cypress.io
9 28 (0.65%) JMeter
10 27 (0.62%) Artifactory
11 24 (0.55%) 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
1 940 (21.65%) Social Skills
2 903 (20.80%) Finance
3 599 (13.80%) Analytical Skills
4 389 (8.96%) Public Sector
5 315 (7.26%) Banking
6 172 (3.96%) Front Office
7 110 (2.53%) Documentation Skills
8 91 (2.10%) Investment Banking
9 62 (1.43%) Marketing
10 55 (1.27%) Inclusion and Diversity
11 52 (1.20%) Retail
12 51 (1.17%) Pharmaceutical
13 43 (0.99%) Telecoms
14 39 (0.90%) Legal
15 33 (0.76%) Influencing Skills
16 32 (0.74%) Financial Institution
16 32 (0.74%) Publishing
17 30 (0.69%) Military
18 28 (0.65%) Manufacturing
19 25 (0.58%) Presentation Skills
Job Titles
1 795 (18.31%) Developer
2 682 (15.71%) Data Engineer
3 629 (14.49%) Senior
4 395 (9.10%) Python Developer
5 303 (6.98%) Lead
6 285 (6.57%) Architect
7 236 (5.44%) DevOps Engineer
8 233 (5.37%) Analyst
9 230 (5.30%) Software Engineer
10 218 (5.02%) Python Engineer
11 199 (4.58%) Artificial Intelligence Engineer
12 183 (4.22%) Data Scientist
13 162 (3.73%) AWS Engineer
14 150 (3.46%) Azure Engineer
15 138 (3.18%) Senior Data Engineer
16 137 (3.16%) Senior Developer
17 127 (2.93%) Data Analyst
18 114 (2.63%) Full-Stack Developer
19 111 (2.56%) Security Engineer
20 107 (2.46%) Platform Engineer
Libraries, Frameworks & Software Standards
1 319 (7.35%) React
1 319 (7.35%) REST
2 303 (6.98%) PySpark
3 290 (6.68%) Kafka
4 193 (4.45%) .NET
5 188 (4.33%) Node.js
6 182 (4.19%) Pandas
7 155 (3.57%) PyTorch
8 146 (3.36%) JSON
9 137 (3.16%) RESTful
10 136 (3.13%) FastAPI
11 112 (2.58%) TensorFlow
12 110 (2.53%) Django
13 107 (2.46%) LangChain
14 106 (2.44%) NumPy
14 106 (2.44%) scikit-learn
15 99 (2.28%) AngularJS
16 96 (2.21%) YAML
17 94 (2.17%) Flask
17 94 (2.17%) LDAP
Miscellaneous
1 460 (10.60%) Cloud Native
2 190 (4.38%) Distributed Systems
3 123 (2.83%) Algorithms
4 115 (2.65%) Product Ownership
5 113 (2.60%) AI Agents
6 108 (2.49%) Data Protection Act
7 106 (2.44%) Data Centre
8 104 (2.40%) Derivative
8 104 (2.40%) Equities
9 101 (2.33%) Data Structures
10 100 (2.30%) Fixed Income
10 100 (2.30%) Onboarding
11 84 (1.94%) Hybrid Cloud
12 81 (1.87%) Enterprise Software
12 81 (1.87%) Legacy Systems
13 77 (1.77%) Management Information System
14 76 (1.75%) Security Posture
15 49 (1.13%) Public Cloud
16 43 (0.99%) Greenfield Project
16 43 (0.99%) Self-Motivation
Operating Systems
1 515 (11.86%) Linux
2 233 (5.37%) Windows
3 177 (4.08%) Unix
4 69 (1.59%) 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
8 24 (0.55%) Android
9 19 (0.44%) Solaris
10 17 (0.39%) Apple iOS
10 17 (0.39%) CentOS
11 13 (0.30%) Mac OS
12 9 (0.21%) Debian
12 9 (0.21%) zOS
13 6 (0.14%) Rocky
14 5 (0.12%) Amazon Linux
14 5 (0.12%) Embedded Linux
15 3 (0.069%) Oracle Linux
15 3 (0.069%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,581 (36.42%) CI/CD
2 1,170 (26.95%) DevOps
3 1,012 (23.31%) AI
4 912 (21.01%) Agile
5 907 (20.89%) Analytics
6 802 (18.48%) Problem-Solving
7 733 (16.89%) Data Pipeline
8 726 (16.72%) Infrastructure as Code
9 658 (15.16%) Machine Learning
10 626 (14.42%) Data Engineering
11 614 (14.14%) Data Modelling
12 597 (13.75%) ETL
13 593 (13.66%) Containerisation
14 537 (12.37%) Software Engineering
15 500 (11.52%) Data Science
16 444 (10.23%) Observability
17 441 (10.16%) Business Intelligence
18 436 (10.04%) Test Automation
19 377 (8.68%) LLM
20 354 (8.15%) Migration
Programming Languages
1 1,502 (34.60%) SQL
2 677 (15.60%) Java
3 534 (12.30%) PowerShell
4 476 (10.97%) Bash
5 400 (9.21%) JavaScript
6 296 (6.82%) C#
7 294 (6.77%) TypeScript
8 176 (4.05%) Go
9 152 (3.50%) R
10 131 (3.02%) Scala
11 119 (2.74%) C++
12 94 (2.17%) Shell Script
13 68 (1.57%) Ruby
14 63 (1.45%) Bicep
15 52 (1.20%) Data Analysis Expressions
15 52 (1.20%) PL/SQL
16 49 (1.13%) C
16 49 (1.13%) Perl
17 45 (1.04%) T-SQL
18 43 (0.99%) Groovy
Qualifications
1 966 (22.25%) Security Cleared
2 773 (17.81%) SC Cleared
3 341 (7.86%) Degree
4 151 (3.48%) Computer Science Degree
5 129 (2.97%) DV Cleared
6 97 (2.23%) BPSS Clearance
7 92 (2.12%) Azure Certification
8 71 (1.64%) CISSP
9 66 (1.52%) AWS Certification
9 66 (1.52%) Master's Degree
10 56 (1.29%) Cisco Certification
11 37 (0.85%) CCNP
12 36 (0.83%) CISM
12 36 (0.83%) PhD
13 28 (0.65%) VMware Certified Professional (VCP)
14 27 (0.62%) Microsoft Certification
15 21 (0.48%) ISTQB
16 19 (0.44%) AWS Certified Solutions Architect
16 19 (0.44%) CCIE
17 17 (0.39%) Microsoft Certified Professional
Quality Assurance & Compliance
1 444 (10.23%) Data Quality
2 181 (4.17%) QA
3 141 (3.25%) GDPR
4 84 (1.94%) NIST
5 81 (1.87%) 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
14 8 (0.18%) California Consumer Privacy Act
14 8 (0.18%) SOC 2
15 7 (0.16%) GRC
16 6 (0.14%) MiFID
16 6 (0.14%) PSD2
System Software
1 675 (15.55%) Docker
2 136 (3.13%) Active Directory
3 76 (1.75%) VMware Infrastructure
4 63 (1.45%) Virtual Machines
5 33 (0.76%) VMware NSX
6 32 (0.74%) vSphere
7 28 (0.65%) Firmware
8 19 (0.44%) 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
15 4 (0.092%) Active Directory Lightweight Directory Services
15 4 (0.092%) Postfix
15 4 (0.092%) SRDF
16 3 (0.069%) Sendmail
Systems Management
1 887 (20.43%) Terraform
2 794 (18.29%) Kubernetes
3 448 (10.32%) Ansible
4 256 (5.90%) Grafana
5 222 (5.11%) Prometheus
6 67 (1.54%) Puppet
7 52 (1.20%) Argo
8 36 (0.83%) Istio
9 33 (0.76%) Kibana
10 29 (0.67%) vCenter Server
11 26 (0.60%) Nessus
11 26 (0.60%) Progress Chef
12 24 (0.55%) Control-M
13 22 (0.51%) Nagios
14 20 (0.46%) vRealize
14 20 (0.46%) ZABBIX
15 18 (0.41%) HAProxy
16 17 (0.39%) IBM Guardium
16 17 (0.39%) Tivoli
17 16 (0.37%) Kubeflow
Vendors
1 512 (11.79%) Microsoft
2 471 (10.85%) Databricks
3 212 (4.88%) Google
4 206 (4.75%) Oracle
5 188 (4.33%) Splunk
6 127 (2.93%) VMware
7 107 (2.46%) Red Hat
8 106 (2.44%) OpenAI
9 93 (2.14%) Cisco
10 89 (2.05%) ServiceNow
11 82 (1.89%) CyberArk
12 73 (1.68%) BeyondTrust
13 67 (1.54%) F5
14 65 (1.50%) Dynatrace
15 64 (1.47%) Palo Alto
16 51 (1.17%) IBM
16 51 (1.17%) Informatica
17 48 (1.11%) Foundry
18 45 (1.04%) SAP
19 41 (0.94%) Arista