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

6 months to
5 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 3,609 3,503
As % of all contract jobs in England 10.49% 13.07% 10.46%
As % of the Programming Languages category 39.76% 39.85% 33.00%
Number of daily rates quoted 3,145 2,494 2,595
10th Percentile £375 £363 £375
25th Percentile £447 £435 £463
Median daily rate (50th Percentile) £538 £550 £575
Median % change year-on-year -2.27% -4.35% -4.17%
75th Percentile £650 £667 £725
90th Percentile £750 £804 £850
UK median daily rate £525 £530 £575
% change year-on-year -0.94% -7.83% -4.17%
Number of hourly rates quoted 120 60 100
10th Percentile £29.85 £29.82 £21.97
25th Percentile £42.50 £36.19 £40.06
Median hourly rate £58.13 £51.97 £65.00
Median % change year-on-year +11.86% -20.05% -
75th Percentile £77.50 £58.81 £70.47
90th Percentile £88.75 £75.37 £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 11,984 9,056 10,614
As % of all contract IT jobs advertised in England 26.38% 32.80% 31.68%
Number of daily rates quoted 7,769 6,248 7,619
10th Percentile £363 £350 £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 £651
90th Percentile £738 £763 £800
UK median daily rate £513 £502 £525
% change year-on-year +2.14% -4.43% -4.55%
Number of hourly rates quoted 499 228 360
10th Percentile £33.70 £29.07 £30.00
25th Percentile £53.13 £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 £79.60 £83.42 £78.75
UK median hourly rate £65.00 £57.50 £65.00
% change year-on-year +13.04% -11.54% +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 5 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 5 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 5 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 £573 -1.29% 3,121
North of England +2 753 £500 +4.17% 604
South East -11 450 £538 +7.50% 689
Yorkshire +1 387 £500 +1.44% 173
North West +5 290 £525 +10.53% 330
South West -1 289 £503 -7.59% 344
Midlands -16 247 £477 +6.00% 275
West Midlands -10 197 £469 +4.22% 159
East of England -14 136 £500 -0.25% 300
North East +1 87 £425 -12.37% 105
East Midlands -6 49 £488 +14.82% 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
1 255 (5.35%) Apache Airflow
2 248 (5.20%) Apache Spark
3 188 (3.95%) Apache
4 152 (3.19%) Confluence
5 51 (1.07%) Jupyter
6 45 (0.94%) SAS
7 34 (0.71%) SharePoint
8 23 (0.48%) 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
15 5 (0.10%) Camunda
15 5 (0.10%) WebSphere
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%) Fidessa
9 2 (0.042%) Front Arena
9 2 (0.042%) IBM Planning Analytics
9 2 (0.042%) Oracle Assets
9 2 (0.042%) Workday HCM
Cloud Services
1 1,818 (38.15%) AWS
2 1,655 (34.73%) Azure
3 719 (15.09%) GCP
4 565 (11.86%) GitHub
5 445 (9.34%) Power Platform
6 388 (8.14%) Serverless
7 370 (7.76%) Azure DevOps
8 339 (7.11%) Amazon S3
9 334 (7.01%) GitHub Actions
10 294 (6.17%) AWS Lambda
11 258 (5.41%) Snowflake
12 224 (4.70%) Azure Data Factory
13 208 (4.37%) dbt
14 145 (3.04%) AWS CloudFormation
15 142 (2.98%) Azure Synapse Analytics
16 141 (2.96%) Amazon CloudWatch
17 140 (2.94%) Amazon EKS
18 120 (2.52%) OpenShift
19 113 (2.37%) Entra ID
20 107 (2.25%) Amazon EC2
Communications & Networking
1 249 (5.23%) Firewall
2 172 (3.61%) DNS
3 132 (2.77%) TCP/IP
4 109 (2.29%) BGP
5 105 (2.20%) VPN
6 99 (2.08%) WAN
7 95 (1.99%) Network Security
8 67 (1.41%) DHCP
9 66 (1.39%) OSPF
10 52 (1.09%) SD-WAN
11 51 (1.07%) VLAN
12 46 (0.97%) BIG-IP
13 45 (0.94%) HTTP
13 45 (0.94%) VXLAN
14 41 (0.86%) F5 BIG-IP LTM
15 39 (0.82%) SSL
16 38 (0.80%) SNMP
17 35 (0.73%) Ethernet VPN
18 34 (0.71%) MPLS
18 34 (0.71%) SAN
Database & Business Intelligence
1 407 (8.54%) Power BI
2 293 (6.15%) Data Warehouse
3 283 (5.94%) PostgreSQL
4 203 (4.26%) SQL Server
5 174 (3.65%) Tableau
6 166 (3.48%) Data Lake
7 159 (3.34%) Metadata
8 158 (3.32%) Relational Database
9 156 (3.27%) NoSQL
10 140 (2.94%) 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 95 (1.99%) Amazon RDS
16 84 (1.76%) DynamoDB
17 61 (1.28%) Snowflake Schema
18 60 (1.26%) MySQL
18 60 (1.26%) Redis
Development Applications
1 580 (12.17%) Git
2 410 (8.60%) Jenkins
3 354 (7.43%) GitLab
4 254 (5.33%) JIRA
5 67 (1.41%) Selenium
6 53 (1.11%) MLflow
7 42 (0.88%) Bitbucket
8 34 (0.71%) JMeter
9 33 (0.69%) Postman
10 32 (0.67%) SonarQube
11 29 (0.61%) Artifactory
12 26 (0.55%) Cucumber
12 26 (0.55%) Gatling
13 25 (0.52%) Cypress.io
13 25 (0.52%) Maven
13 25 (0.52%) Sonatype Nexus
14 23 (0.48%) REST Assured
15 20 (0.42%) Claude Code
16 18 (0.38%) JUnit
17 17 (0.36%) Atlassian Bamboo
General
1 1,064 (22.33%) Finance
2 1,045 (21.93%) Social Skills
3 701 (14.71%) Analytical Skills
4 484 (10.16%) Public Sector
5 369 (7.74%) Banking
6 191 (4.01%) Front Office
7 102 (2.14%) Investment Banking
8 101 (2.12%) Documentation Skills
9 98 (2.06%) Retail
10 91 (1.91%) Inclusion and Diversity
11 78 (1.64%) Marketing
12 64 (1.34%) Telecoms
13 53 (1.11%) Pharmaceutical
14 46 (0.97%) Financial Institution
14 46 (0.97%) Military
15 44 (0.92%) Legal
16 43 (0.90%) Aerospace
16 43 (0.90%) Publishing
17 35 (0.73%) Manufacturing
18 33 (0.69%) Influencing Skills
Job Titles
1 795 (16.68%) Developer
2 777 (16.31%) Senior
3 740 (15.53%) Data Engineer
4 422 (8.86%) Lead
5 410 (8.60%) Python Developer
6 297 (6.23%) Python Engineer
7 281 (5.90%) Software Engineer
8 267 (5.60%) DevOps Engineer
9 255 (5.35%) Analyst
10 240 (5.04%) Architect
11 210 (4.41%) Artificial Intelligence Engineer
12 185 (3.88%) AWS Engineer
13 179 (3.76%) Data Scientist
14 155 (3.25%) Senior Developer
15 150 (3.15%) Cloud Engineer
15 150 (3.15%) Senior Data Engineer
16 145 (3.04%) Platform Engineer
17 140 (2.94%) Azure Engineer
18 129 (2.71%) Data Analyst
19 119 (2.50%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 363 (7.62%) REST
2 326 (6.84%) PySpark
3 314 (6.59%) Kafka
4 307 (6.44%) React
5 203 (4.26%) .NET
6 173 (3.63%) JSON
7 171 (3.59%) Node.js
8 167 (3.50%) RESTful
9 166 (3.48%) FastAPI
9 166 (3.48%) Pandas
10 157 (3.29%) Django
11 126 (2.64%) PyTorch
12 121 (2.54%) LangChain
13 97 (2.04%) NumPy
14 96 (2.01%) Flask
14 96 (2.01%) scikit-learn
15 92 (1.93%) YAML
16 91 (1.91%) Spring
17 90 (1.89%) TensorFlow
18 86 (1.80%) pytest
Miscellaneous
1 653 (13.70%) Cloud Native
2 273 (5.73%) Distributed Systems
3 183 (3.84%) AI Agents
4 180 (3.78%) Onboarding
5 143 (3.00%) Data Centre
6 129 (2.71%) Product Ownership
7 123 (2.58%) Algorithms
8 121 (2.54%) Data Structures
9 116 (2.43%) Hybrid Cloud
10 112 (2.35%) Legacy Systems
11 103 (2.16%) Derivative
12 98 (2.06%) Data Protection Act
12 98 (2.06%) Fixed Income
13 90 (1.89%) Equities
14 85 (1.78%) Management Information System
15 77 (1.62%) Security Posture
16 55 (1.15%) Enterprise Software
16 55 (1.15%) PKI
17 54 (1.13%) Public Cloud
18 51 (1.07%) Self-Motivation
Operating Systems
1 596 (12.51%) Linux
2 295 (6.19%) Windows
3 191 (4.01%) Unix
4 118 (2.48%) 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 13 (0.27%) 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 1,819 (38.17%) CI/CD
2 1,368 (28.71%) DevOps
3 1,199 (25.16%) AI
4 1,072 (22.50%) Agile
5 1,025 (21.51%) Analytics
6 934 (19.60%) Infrastructure as Code
7 887 (18.61%) Data Pipeline
8 801 (16.81%) Problem-Solving
9 749 (15.72%) Machine Learning
10 737 (15.47%) Software Engineering
11 712 (14.94%) Data Engineering
12 659 (13.83%) Data Modelling
13 640 (13.43%) Containerisation
14 581 (12.19%) ETL
15 546 (11.46%) Observability
16 536 (11.25%) Data Science
17 486 (10.20%) Test Automation
18 480 (10.07%) Business Intelligence
19 470 (9.86%) Continuous Improvement
20 449 (9.42%) Validation
Programming Languages
1 1,605 (33.68%) SQL
2 713 (14.96%) Java
3 640 (13.43%) PowerShell
4 625 (13.12%) Bash
5 375 (7.87%) JavaScript
6 333 (6.99%) TypeScript
7 268 (5.62%) C#
8 178 (3.74%) Go
9 137 (2.88%) R
10 115 (2.41%) C++
11 111 (2.33%) Bicep
12 109 (2.29%) Scala
13 105 (2.20%) Shell Script
14 56 (1.18%) Rust
15 54 (1.13%) C
15 54 (1.13%) Perl
16 51 (1.07%) Groovy
17 50 (1.05%) Data Analysis Expressions
18 49 (1.03%) PL/SQL
19 46 (0.97%) Ruby
Qualifications
1 1,088 (22.83%) Security Cleared
2 879 (18.45%) SC Cleared
3 391 (8.21%) Degree
4 176 (3.69%) DV Cleared
5 144 (3.02%) Computer Science Degree
6 116 (2.43%) Azure Certification
7 114 (2.39%) AWS Certification
8 101 (2.12%) BPSS Clearance
9 84 (1.76%) CISSP
10 80 (1.68%) Cisco Certification
11 64 (1.34%) 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 30 (0.63%) CISM
17 27 (0.57%) AWS Certified Solutions Architect
18 26 (0.55%) CCIE
19 25 (0.52%) DBS Check
20 22 (0.46%) CCNA
Quality Assurance & Compliance
1 517 (10.85%) Data Quality
2 226 (4.74%) QA
3 106 (2.22%) 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 24 (0.50%) NCSC
10 23 (0.48%) Sarbanes-Oxley
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%) NIST 800
19 5 (0.10%) PMO
System Software
1 791 (16.60%) Docker
2 143 (3.00%) Active Directory
3 105 (2.20%) VMware Infrastructure
4 57 (1.20%) Virtual Machines
5 38 (0.80%) vSphere
6 34 (0.71%) Hyper-V
6 34 (0.71%) VMware NSX
7 28 (0.59%) Firmware
8 20 (0.42%) VMware ESXi
9 13 (0.27%) NFS
10 10 (0.21%) Oracle RAC
10 10 (0.21%) Virtual Desktop
11 9 (0.19%) Squid
12 8 (0.17%) KVM
13 7 (0.15%) HDFS
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 5 (0.10%) SRDF
15 4 (0.084%) Slurm Workload Manager
15 4 (0.084%) Varnish
Systems Management
1 1,100 (23.08%) Terraform
2 909 (19.08%) Kubernetes
3 532 (11.16%) Ansible
4 277 (5.81%) Grafana
5 219 (4.60%) Prometheus
6 80 (1.68%) Puppet
7 64 (1.34%) Argo
8 60 (1.26%) Progress Chef
9 30 (0.63%) vCenter Server
10 26 (0.55%) Istio
11 23 (0.48%) Control-M
11 23 (0.48%) ZABBIX
12 21 (0.44%) Nagios
12 21 (0.44%) vRealize
13 20 (0.42%) Kibana
14 19 (0.40%) Single Sign-On
15 17 (0.36%) HAProxy
15 17 (0.36%) Microsoft Intune
15 17 (0.36%) Nessus
15 17 (0.36%) Tivoli
Vendors
1 573 (12.03%) Microsoft
2 485 (10.18%) Databricks
3 279 (5.86%) Google
4 205 (4.30%) Oracle
5 182 (3.82%) Splunk
6 138 (2.90%) VMware
7 124 (2.60%) Cisco
8 116 (2.43%) OpenAI
9 109 (2.29%) ServiceNow
10 86 (1.80%) Dynatrace
10 86 (1.80%) Red Hat
11 84 (1.76%) F5
12 81 (1.70%) Palo Alto
13 66 (1.39%) Fortinet
13 66 (1.39%) IBM
13 66 (1.39%) Informatica
14 63 (1.32%) CyberArk
15 54 (1.13%) Foundry
16 52 (1.09%) Arista
17 51 (1.07%) Salesforce