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

6 months to
1 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 13
Rank change year-on-year -4 +3 -1
Contract jobs citing Python 4,821 3,602 3,496
As % of all contract jobs in England 10.59% 13.05% 10.36%
As % of the Programming Languages category 40.06% 39.81% 32.86%
Number of daily rates quoted 3,183 2,483 2,602
10th Percentile £375 £363 £375
25th Percentile £446 £438 £463
Median daily rate (50th Percentile) £538 £550 £575
Median % change year-on-year -2.27% -4.35% -4.17%
75th Percentile £650 £669 £725
90th Percentile £750 £805 £850
UK median daily rate £525 £535 £575
% change year-on-year -1.87% -6.96% -4.17%
Number of hourly rates quoted 115 60 99
10th Percentile £30.20 £29.82 £22.00
25th Percentile £43.16 £36.19 £40.28
Median hourly rate £57.50 £51.97 £65.00
Median % change year-on-year +10.64% -20.05% -
75th Percentile £77.50 £58.81 £70.94
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% -8.00%

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 12,035 9,049 10,639
As % of all contract IT jobs advertised in England 26.45% 32.79% 31.52%
Number of daily rates quoted 7,808 6,247 7,661
10th Percentile £363 £350 £355
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £521 £515 £550
Median % change year-on-year +1.07% -6.36% -
75th Percentile £625 £638 £650
90th Percentile £738 £768 £800
UK median daily rate £513 £503 £525
% change year-on-year +1.99% -4.29% -4.55%
Number of hourly rates quoted 497 227 369
10th Percentile £33.70 £29.07 £31.07
25th Percentile £53.53 £40.00 £52.50
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 £80.08 £83.58 £78.15
UK median hourly rate £65.00 £57.50 £65.00
% change year-on-year +13.04% -11.54% +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 1 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 1 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 1 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 2,783 £575 - 2,230
North of England +3 778 £500 +4.17% 497
South East -9 450 £538 +7.50% 548
Yorkshire +1 405 £500 +1.44% 144
North West +6 296 £525 +10.53% 266
South West -1 288 £503 -8.64% 280
Midlands -16 253 £477 +6.00% 215
West Midlands -14 202 £469 +4.22% 130
East of England -13 136 £500 -0.25% 216
North East -2 88 £425 -10.53% 93
East Midlands -9 50 £488 +14.82% 85
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 (5.27%) Apache Spark
2 253 (5.25%) Apache Airflow
3 189 (3.92%) Apache
4 154 (3.19%) Confluence
5 51 (1.06%) Jupyter
6 45 (0.93%) SAS
7 37 (0.77%) SharePoint
8 21 (0.44%) OpenStack
8 21 (0.44%) Palantir Foundry
9 18 (0.37%) ArcGIS
10 14 (0.29%) nginx
11 11 (0.23%) IIS
12 9 (0.19%) CMS
13 8 (0.17%) Apache Superset
14 6 (0.12%) CICS
14 6 (0.12%) Microsoft Exchange
14 6 (0.12%) Tomcat
15 5 (0.10%) Camunda
15 5 (0.10%) WebSphere
15 5 (0.10%) WebSphere Application Server
Applications
1 104 (2.16%) Microsoft Excel
2 27 (0.56%) Chatbot
3 23 (0.48%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 19 (0.39%) Spreadsheet
6 17 (0.35%) CPLEX
7 16 (0.33%) MS Visio
8 3 (0.062%) Microsoft Project
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) Navisworks
9 1 (0.021%) OrCAD
9 1 (0.021%) Revit
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 24 (0.50%) Aladdin
2 19 (0.39%) SAP S/4HANA
3 13 (0.27%) Remedy ITSM
4 8 (0.17%) Oracle EBS
5 7 (0.15%) Dynamics CRM
5 7 (0.15%) SAP IBP
6 6 (0.12%) NetSuite
7 5 (0.10%) BambooHR
7 5 (0.10%) Sage X3
8 4 (0.083%) Oracle ERP
8 4 (0.083%) Remedy AR System
9 3 (0.062%) Salesforce CRM
9 3 (0.062%) SimCorp Dimension
9 3 (0.062%) Teamcenter
10 2 (0.041%) Fidessa
10 2 (0.041%) Front Arena
10 2 (0.041%) Global One
10 2 (0.041%) IBM Planning Analytics
10 2 (0.041%) Oracle Assets
10 2 (0.041%) Workday HCM
Cloud Services
1 1,842 (38.21%) AWS
2 1,670 (34.64%) Azure
3 728 (15.10%) GCP
4 581 (12.05%) GitHub
5 446 (9.25%) Power Platform
6 393 (8.15%) Serverless
7 368 (7.63%) Azure DevOps
8 345 (7.16%) Amazon S3
9 341 (7.07%) GitHub Actions
10 296 (6.14%) AWS Lambda
11 254 (5.27%) Snowflake
12 223 (4.63%) Azure Data Factory
13 213 (4.42%) dbt
14 147 (3.05%) AWS CloudFormation
15 143 (2.97%) Azure Synapse Analytics
16 142 (2.95%) Amazon EKS
17 139 (2.88%) Amazon CloudWatch
18 128 (2.66%) OpenShift
19 112 (2.32%) Entra ID
20 107 (2.22%) Amazon EC2
Communications & Networking
1 248 (5.14%) Firewall
2 174 (3.61%) DNS
3 131 (2.72%) TCP/IP
4 110 (2.28%) BGP
5 106 (2.20%) VPN
6 101 (2.10%) WAN
7 95 (1.97%) Network Security
8 68 (1.41%) OSPF
9 66 (1.37%) DHCP
10 52 (1.08%) VLAN
11 51 (1.06%) SD-WAN
12 50 (1.04%) BIG-IP
13 46 (0.95%) VXLAN
14 43 (0.89%) HTTP
15 41 (0.85%) F5 BIG-IP LTM
16 39 (0.81%) SSL
17 38 (0.79%) SNMP
18 35 (0.73%) Ethernet VPN
18 35 (0.73%) SAN
19 34 (0.71%) MPLS
Database & Business Intelligence
1 403 (8.36%) Power BI
2 294 (6.10%) Data Warehouse
3 289 (5.99%) PostgreSQL
4 206 (4.27%) SQL Server
5 181 (3.75%) Tableau
6 173 (3.59%) Data Lake
7 156 (3.24%) Metadata
8 154 (3.19%) Relational Database
9 153 (3.17%) NoSQL
10 144 (2.99%) BigQuery
11 123 (2.55%) Amazon Redshift
12 119 (2.47%) Big Data
13 114 (2.36%) Amazon Athena
14 111 (2.30%) Delta Lake
15 96 (1.99%) MongoDB
16 95 (1.97%) Amazon RDS
17 85 (1.76%) DynamoDB
18 63 (1.31%) Snowflake Schema
19 59 (1.22%) MySQL
20 58 (1.20%) Redis
Development Applications
1 569 (11.80%) Git
2 420 (8.71%) Jenkins
3 354 (7.34%) GitLab
4 261 (5.41%) JIRA
5 67 (1.39%) Selenium
6 57 (1.18%) MLflow
7 40 (0.83%) Bitbucket
8 36 (0.75%) Postman
9 33 (0.68%) JMeter
10 31 (0.64%) SonarQube
11 29 (0.60%) Artifactory
12 27 (0.56%) Cucumber
12 27 (0.56%) Cypress.io
13 25 (0.52%) Sonatype Nexus
14 24 (0.50%) Gatling
14 24 (0.50%) Maven
14 24 (0.50%) REST Assured
15 20 (0.41%) JUnit
16 18 (0.37%) Claude Code
16 18 (0.37%) Zephyr
General
1 1,077 (22.34%) Finance
2 1,048 (21.74%) Social Skills
3 707 (14.67%) Analytical Skills
4 487 (10.10%) Public Sector
5 379 (7.86%) Banking
6 196 (4.07%) Front Office
7 103 (2.14%) Documentation Skills
7 103 (2.14%) Investment Banking
8 97 (2.01%) Retail
9 91 (1.89%) Inclusion and Diversity
10 76 (1.58%) Marketing
11 62 (1.29%) Telecoms
12 60 (1.24%) Pharmaceutical
13 48 (1.00%) Military
14 45 (0.93%) Financial Institution
14 45 (0.93%) Legal
15 42 (0.87%) Publishing
16 36 (0.75%) Influencing Skills
17 35 (0.73%) Aerospace
18 33 (0.68%) Manufacturing
Job Titles
1 800 (16.59%) Developer
2 787 (16.32%) Senior
3 740 (15.35%) Data Engineer
4 425 (8.82%) Lead
5 407 (8.44%) Python Developer
6 294 (6.10%) Python Engineer
7 286 (5.93%) Software Engineer
8 273 (5.66%) DevOps Engineer
9 256 (5.31%) Analyst
10 249 (5.16%) Architect
11 212 (4.40%) Artificial Intelligence Engineer
12 186 (3.86%) Data Scientist
13 184 (3.82%) AWS Engineer
14 156 (3.24%) Senior Developer
15 153 (3.17%) Senior Data Engineer
16 151 (3.13%) Cloud Engineer
16 151 (3.13%) Platform Engineer
17 142 (2.95%) Azure Engineer
18 132 (2.74%) Data Analyst
19 120 (2.49%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 363 (7.53%) REST
2 328 (6.80%) PySpark
3 318 (6.60%) Kafka
4 315 (6.53%) React
5 206 (4.27%) .NET
6 180 (3.73%) Node.js
7 177 (3.67%) JSON
8 165 (3.42%) FastAPI
9 164 (3.40%) Pandas
10 162 (3.36%) RESTful
11 156 (3.24%) Django
12 131 (2.72%) PyTorch
13 125 (2.59%) LangChain
14 99 (2.05%) NumPy
15 97 (2.01%) scikit-learn
16 95 (1.97%) Flask
17 93 (1.93%) Spring
17 93 (1.93%) TensorFlow
18 91 (1.89%) YAML
19 89 (1.85%) pytest
Miscellaneous
1 661 (13.71%) Cloud Native
2 275 (5.70%) Distributed Systems
3 180 (3.73%) AI Agents
4 179 (3.71%) Onboarding
5 146 (3.03%) Data Centre
6 129 (2.68%) Product Ownership
7 122 (2.53%) Algorithms
8 117 (2.43%) Data Structures
9 115 (2.39%) Hybrid Cloud
10 113 (2.34%) Legacy Systems
11 106 (2.20%) Derivative
12 103 (2.14%) Fixed Income
13 98 (2.03%) Data Protection Act
14 95 (1.97%) Equities
15 85 (1.76%) Management Information System
16 77 (1.60%) Security Posture
17 56 (1.16%) PKI
18 55 (1.14%) Public Cloud
19 53 (1.10%) Enterprise Software
20 52 (1.08%) Self-Motivation
Operating Systems
1 594 (12.32%) Linux
2 293 (6.08%) Windows
3 191 (3.96%) Unix
4 116 (2.41%) Red Hat Enterprise Linux
5 69 (1.43%) Windows Server
6 38 (0.79%) Ubuntu
7 28 (0.58%) AIX
8 24 (0.50%) VMS
9 20 (0.41%) Android
10 16 (0.33%) Solaris
11 13 (0.27%) CentOS
12 12 (0.25%) Apple iOS
13 11 (0.23%) zOS
14 7 (0.15%) Mac OS
14 7 (0.15%) Windows Server 2019
15 6 (0.12%) Amazon Linux
15 6 (0.12%) Debian
15 6 (0.12%) Embedded Linux
16 5 (0.10%) Rocky
16 5 (0.10%) Windows 10
Processes & Methodologies
1 1,843 (38.23%) CI/CD
2 1,375 (28.52%) DevOps
3 1,210 (25.10%) AI
4 1,089 (22.59%) Agile
5 1,041 (21.59%) Analytics
6 937 (19.44%) Infrastructure as Code
7 884 (18.34%) Data Pipeline
8 802 (16.64%) Problem-Solving
9 763 (15.83%) Machine Learning
10 740 (15.35%) Software Engineering
11 722 (14.98%) Data Engineering
12 661 (13.71%) Data Modelling
13 646 (13.40%) Containerisation
14 588 (12.20%) ETL
15 555 (11.51%) Data Science
15 555 (11.51%) Observability
16 496 (10.29%) Test Automation
17 475 (9.85%) Business Intelligence
17 475 (9.85%) Continuous Improvement
18 449 (9.31%) Validation
Programming Languages
1 1,613 (33.46%) SQL
2 717 (14.87%) Java
3 634 (13.15%) PowerShell
4 626 (12.98%) Bash
5 385 (7.99%) JavaScript
6 341 (7.07%) TypeScript
7 271 (5.62%) C#
8 185 (3.84%) Go
9 144 (2.99%) R
10 117 (2.43%) C++
11 110 (2.28%) Scala
12 106 (2.20%) Bicep
13 102 (2.12%) Shell Script
14 57 (1.18%) Rust
15 55 (1.14%) C
16 54 (1.12%) Perl
17 51 (1.06%) Groovy
18 50 (1.04%) PL/SQL
19 48 (1.00%) Data Analysis Expressions
20 47 (0.97%) Ruby
Qualifications
1 1,094 (22.69%) Security Cleared
2 875 (18.15%) SC Cleared
3 387 (8.03%) Degree
4 180 (3.73%) DV Cleared
5 138 (2.86%) Computer Science Degree
6 116 (2.41%) AWS Certification
6 116 (2.41%) Azure Certification
7 104 (2.16%) BPSS Clearance
8 80 (1.66%) Cisco Certification
8 80 (1.66%) CISSP
9 67 (1.39%) Master's Degree
10 50 (1.04%) CCNP
11 40 (0.83%) Microsoft Certification
11 40 (0.83%) PhD
12 35 (0.73%) VMware Certified Professional (VCP)
13 30 (0.62%) CISM
14 28 (0.58%) AWS Certified Solutions Architect
14 28 (0.58%) CCIE
15 25 (0.52%) DBS Check
16 22 (0.46%) CCNA
Quality Assurance & Compliance
1 518 (10.74%) Data Quality
2 226 (4.69%) QA
3 104 (2.16%) GDPR
4 99 (2.05%) NIST
5 94 (1.95%) ISO/IEC 27001
6 76 (1.58%) Accessibility
7 26 (0.54%) SLA
7 26 (0.54%) WCAG
8 22 (0.46%) Actionable Recommendations
8 22 (0.46%) NCSC
9 21 (0.44%) Sarbanes-Oxley
10 20 (0.41%) PCI DSS
11 18 (0.37%) HIPAA
12 10 (0.21%) California Consumer Privacy Act
13 9 (0.19%) SOC 2
14 7 (0.15%) GRC
14 7 (0.15%) ISO 20022
15 5 (0.10%) Cyber Essentials
15 5 (0.10%) HL7
15 5 (0.10%) PMO
System Software
1 794 (16.47%) Docker
2 140 (2.90%) Active Directory
3 107 (2.22%) VMware Infrastructure
4 61 (1.27%) Virtual Machines
5 43 (0.89%) vSphere
6 38 (0.79%) VMware NSX
7 33 (0.68%) Hyper-V
8 28 (0.58%) Firmware
9 20 (0.41%) VMware ESXi
10 13 (0.27%) NFS
11 10 (0.21%) Oracle RAC
11 10 (0.21%) Virtual Desktop
12 9 (0.19%) KVM
12 9 (0.19%) Squid
13 7 (0.15%) HDFS
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 5 (0.10%) SRDF
15 4 (0.083%) Slurm Workload Manager
15 4 (0.083%) Varnish
Systems Management
1 1,111 (23.05%) Terraform
2 927 (19.23%) Kubernetes
3 536 (11.12%) Ansible
4 284 (5.89%) Grafana
5 224 (4.65%) Prometheus
6 78 (1.62%) Puppet
7 67 (1.39%) Argo
8 56 (1.16%) Progress Chef
9 33 (0.68%) vCenter Server
10 27 (0.56%) Istio
11 23 (0.48%) Control-M
11 23 (0.48%) Kibana
11 23 (0.48%) ZABBIX
12 21 (0.44%) Nagios
12 21 (0.44%) vRealize
13 19 (0.39%) Microsoft Intune
14 18 (0.37%) Single Sign-On
15 17 (0.35%) HAProxy
15 17 (0.35%) Nessus
15 17 (0.35%) Tivoli
Vendors
1 569 (11.80%) Microsoft
2 487 (10.10%) Databricks
3 279 (5.79%) Google
4 209 (4.34%) Oracle
5 184 (3.82%) Splunk
6 140 (2.90%) VMware
7 125 (2.59%) Cisco
8 121 (2.51%) OpenAI
9 108 (2.24%) ServiceNow
10 90 (1.87%) Red Hat
11 88 (1.83%) F5
12 86 (1.78%) Dynatrace
13 82 (1.70%) Palo Alto
14 68 (1.41%) IBM
15 67 (1.39%) Informatica
16 66 (1.37%) Fortinet
17 63 (1.31%) CyberArk
18 55 (1.14%) Foundry
19 52 (1.08%) Arista
20 50 (1.04%) Salesforce