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

6 months to
20 Jul 2026
Same period 2025 Same period 2024
Rank 14 10 14
Rank change year-on-year -4 +4 -3
Contract jobs citing Python 4,728 3,560 3,554
As % of all contract jobs in England 10.53% 12.98% 9.94%
As % of the Programming Languages category 39.76% 39.22% 32.07%
Number of daily rates quoted 3,141 2,465 2,653
10th Percentile £368 £364 £375
25th Percentile £437 £439 £463
Median daily rate (50th Percentile) £530 £550 £575
Median % change year-on-year -3.64% -4.35% -4.17%
75th Percentile £638 £675 £725
90th Percentile £750 £804 £850
UK median daily rate £525 £537 £563
% change year-on-year -2.23% -4.53% -6.25%
Number of hourly rates quoted 106 58 104
10th Percentile £29.25 £32.74 £22.00
25th Percentile £42.83 £36.25 £41.25
Median hourly rate £57.50 £50.72 £65.00
Median % change year-on-year +13.37% -21.97% -
75th Percentile £77.50 £58.75 £71.88
90th Percentile £88.75 £76.11 £77.50
UK median hourly rate £55.00 £50.00 £60.00
% change year-on-year +10.00% -16.67% -7.69%

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 11,891 9,076 11,083
As % of all contract IT jobs advertised in England 26.49% 33.09% 31.00%
Number of daily rates quoted 7,727 6,243 7,973
10th Percentile £363 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £520 £543
Median % change year-on-year +0.05% -4.20% -1.36%
75th Percentile £619 £638 £650
90th Percentile £738 £775 £788
UK median daily rate £513 £505 £525
% change year-on-year +1.49% -3.81% -4.55%
Number of hourly rates quoted 492 228 423
10th Percentile £34.02 £29.07 £35.10
25th Percentile £55.00 £38.97 £51.88
Median hourly rate £65.00 £59.50 £65.00
Median % change year-on-year +9.24% -8.46% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £82.13 £83.42 £76.00
UK median hourly rate £65.00 £57.13 £62.50
% change year-on-year +13.79% -8.60% +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 20 July 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 20 July 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 20 July 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 2,710 £560 -2.61% 1,025
North of England +5 778 £488 +2.63% 340
South East -11 442 £538 +7.50% 457
Yorkshire +2 414 £500 +2.04% 104
North West +6 289 £525 +10.53% 170
South West -1 288 £500 -9.09% 177
Midlands -12 255 £473 +5.00% 173
West Midlands -14 205 £469 +4.22% 90
East of England -14 133 £500 -0.50% 162
North East +3 88 £425 -2.86% 69
East Midlands -10 49 £485 +8.50% 82
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
1 250 (5.29%) Apache Spark
2 239 (5.05%) Apache Airflow
3 177 (3.74%) Apache
4 147 (3.11%) Confluence
5 48 (1.02%) SAS
6 47 (0.99%) Jupyter
7 42 (0.89%) SharePoint
8 23 (0.49%) OpenStack
9 17 (0.36%) Palantir Foundry
10 16 (0.34%) ArcGIS
11 15 (0.32%) nginx
12 14 (0.30%) Microsoft Exchange
13 11 (0.23%) IIS
14 9 (0.19%) CMS
15 8 (0.17%) Apache Superset
16 6 (0.13%) Camunda
16 6 (0.13%) CICS
16 6 (0.13%) Tomcat
17 5 (0.11%) WebSphere
17 5 (0.11%) WebSphere Application Server
Applications
1 107 (2.26%) Microsoft Excel
2 27 (0.57%) Chatbot
3 26 (0.55%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 19 (0.40%) Spreadsheet
6 17 (0.36%) MS Visio
7 15 (0.32%) CPLEX
8 2 (0.042%) Microsoft Project
9 1 (0.021%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 24 (0.51%) Aladdin
2 20 (0.42%) SAP S/4HANA
3 11 (0.23%) Remedy ITSM
4 8 (0.17%) Oracle EBS
5 7 (0.15%) Dynamics CRM
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
7 5 (0.11%) BambooHR
7 5 (0.11%) Sage X3
8 4 (0.085%) Oracle ERP
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
10 2 (0.042%) Endur
10 2 (0.042%) Fidessa
10 2 (0.042%) Front Arena
10 2 (0.042%) Global One
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Orchestrade
10 2 (0.042%) Remedy AR System
10 2 (0.042%) Teamcenter
Cloud Services
1 1,801 (38.09%) AWS
2 1,621 (34.29%) Azure
3 690 (14.59%) GCP
4 556 (11.76%) GitHub
5 444 (9.39%) Power Platform
6 400 (8.46%) Serverless
7 359 (7.59%) Amazon S3
8 347 (7.34%) Azure DevOps
9 322 (6.81%) GitHub Actions
10 300 (6.35%) AWS Lambda
11 243 (5.14%) Snowflake
12 219 (4.63%) Azure Data Factory
13 200 (4.23%) dbt
14 143 (3.02%) AWS CloudFormation
15 139 (2.94%) Azure Synapse Analytics
16 137 (2.90%) Amazon CloudWatch
16 137 (2.90%) Amazon EKS
17 136 (2.88%) OpenShift
18 107 (2.26%) Amazon EC2
19 105 (2.22%) Entra ID
Communications & Networking
1 231 (4.89%) Firewall
2 162 (3.43%) DNS
3 122 (2.58%) TCP/IP
4 112 (2.37%) BGP
5 108 (2.28%) WAN
6 100 (2.12%) VPN
7 94 (1.99%) Network Security
8 66 (1.40%) OSPF
9 53 (1.12%) DHCP
10 50 (1.06%) BIG-IP
11 49 (1.04%) VLAN
12 48 (1.02%) SD-WAN
13 44 (0.93%) HTTP
13 44 (0.93%) VXLAN
14 41 (0.87%) F5 BIG-IP LTM
15 39 (0.82%) MPLS
16 38 (0.80%) LAN
17 37 (0.78%) SNMP
18 36 (0.76%) SSL
19 34 (0.72%) SAN
Database & Business Intelligence
1 390 (8.25%) Power BI
2 299 (6.32%) PostgreSQL
3 284 (6.01%) Data Warehouse
4 211 (4.46%) SQL Server
5 184 (3.89%) Tableau
6 174 (3.68%) Data Lake
7 150 (3.17%) Metadata
8 145 (3.07%) Relational Database
9 144 (3.05%) NoSQL
10 135 (2.86%) BigQuery
11 120 (2.54%) Amazon Redshift
11 120 (2.54%) Big Data
12 113 (2.39%) Amazon Athena
13 106 (2.24%) Delta Lake
14 94 (1.99%) MongoDB
15 93 (1.97%) Amazon RDS
16 85 (1.80%) DynamoDB
17 63 (1.33%) Snowflake Schema
18 59 (1.25%) MySQL
19 56 (1.18%) Hadoop
Development Applications
1 558 (11.80%) Git
2 404 (8.54%) Jenkins
3 336 (7.11%) GitLab
4 265 (5.60%) JIRA
5 64 (1.35%) Selenium
6 58 (1.23%) MLflow
7 38 (0.80%) Bitbucket
8 35 (0.74%) Postman
9 30 (0.63%) JMeter
10 29 (0.61%) Artifactory
11 28 (0.59%) Cucumber
12 27 (0.57%) SonarQube
13 26 (0.55%) Cypress.io
14 23 (0.49%) REST Assured
15 22 (0.47%) Maven
16 21 (0.44%) Gatling
16 21 (0.44%) JUnit
17 19 (0.40%) Sonatype Nexus
18 16 (0.34%) Zephyr
19 15 (0.32%) Claude Code
General
1 1,035 (21.89%) Finance
2 1,029 (21.76%) Social Skills
3 678 (14.34%) Analytical Skills
4 463 (9.79%) Public Sector
5 371 (7.85%) Banking
6 189 (4.00%) Front Office
7 107 (2.26%) Documentation Skills
8 102 (2.16%) Investment Banking
9 89 (1.88%) Inclusion and Diversity
10 87 (1.84%) Retail
11 73 (1.54%) Marketing
12 58 (1.23%) Pharmaceutical
13 56 (1.18%) Telecoms
14 45 (0.95%) Legal
15 43 (0.91%) Financial Institution
16 40 (0.85%) Military
16 40 (0.85%) Publishing
17 37 (0.78%) Influencing Skills
18 28 (0.59%) Aerospace
19 27 (0.57%) Manufacturing
Job Titles
1 807 (17.07%) Developer
2 741 (15.67%) Senior
3 724 (15.31%) Data Engineer
4 411 (8.69%) Python Developer
5 396 (8.38%) Lead
6 275 (5.82%) DevOps Engineer
7 267 (5.65%) Python Engineer
8 263 (5.56%) Software Engineer
9 261 (5.52%) Architect
10 253 (5.35%) Analyst
11 210 (4.44%) Artificial Intelligence Engineer
12 186 (3.93%) AWS Engineer
13 184 (3.89%) Data Scientist
14 153 (3.24%) Senior Developer
15 144 (3.05%) Senior Data Engineer
16 141 (2.98%) Azure Engineer
17 140 (2.96%) Platform Engineer
18 136 (2.88%) Cloud Engineer
19 129 (2.73%) Data Analyst
20 110 (2.33%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 346 (7.32%) REST
2 314 (6.64%) React
3 312 (6.60%) Kafka
4 306 (6.47%) PySpark
5 204 (4.31%) .NET
6 178 (3.76%) Node.js
7 170 (3.60%) JSON
8 166 (3.51%) Pandas
9 165 (3.49%) FastAPI
10 158 (3.34%) RESTful
11 150 (3.17%) Django
12 132 (2.79%) PyTorch
13 118 (2.50%) LangChain
14 98 (2.07%) NumPy
15 96 (2.03%) scikit-learn
16 91 (1.92%) TensorFlow
17 90 (1.90%) OpenTelemetry
18 89 (1.88%) Flask
18 89 (1.88%) Spring
19 86 (1.82%) YAML
Miscellaneous
1 636 (13.45%) Cloud Native
2 265 (5.60%) Distributed Systems
3 167 (3.53%) Onboarding
4 161 (3.41%) AI Agents
5 140 (2.96%) Data Centre
6 121 (2.56%) Product Ownership
7 117 (2.47%) Algorithms
8 111 (2.35%) Hybrid Cloud
9 108 (2.28%) Legacy Systems
10 107 (2.26%) Data Structures
11 104 (2.20%) Fixed Income
12 103 (2.18%) Data Protection Act
13 101 (2.14%) Derivative
14 92 (1.95%) Equities
15 82 (1.73%) Management Information System
16 77 (1.63%) Security Posture
17 52 (1.10%) Public Cloud
17 52 (1.10%) Self-Motivation
18 49 (1.04%) Linux Command Line
18 49 (1.04%) PKI
Operating Systems
1 575 (12.16%) Linux
2 280 (5.92%) Windows
3 179 (3.79%) Unix
4 110 (2.33%) Red Hat Enterprise Linux
5 62 (1.31%) Windows Server
6 35 (0.74%) Ubuntu
7 28 (0.59%) VMS
8 24 (0.51%) AIX
9 22 (0.47%) Android
10 15 (0.32%) Apple iOS
11 14 (0.30%) Solaris
12 13 (0.27%) CentOS
13 11 (0.23%) zOS
14 8 (0.17%) Mac OS
15 7 (0.15%) Windows Server 2019
16 6 (0.13%) Amazon Linux
16 6 (0.13%) Debian
16 6 (0.13%) Embedded Linux
17 5 (0.11%) Rocky
18 4 (0.085%) Windows 10
Processes & Methodologies
1 1,787 (37.80%) CI/CD
2 1,327 (28.07%) DevOps
3 1,160 (24.53%) AI
4 1,069 (22.61%) Agile
5 999 (21.13%) Analytics
6 883 (18.68%) Infrastructure as Code
7 861 (18.21%) Data Pipeline
8 788 (16.67%) Problem-Solving
9 749 (15.84%) Machine Learning
10 709 (15.00%) Data Engineering
11 688 (14.55%) Software Engineering
12 636 (13.45%) Containerisation
12 636 (13.45%) Data Modelling
13 590 (12.48%) ETL
14 548 (11.59%) Data Science
15 529 (11.19%) Observability
16 473 (10.00%) Test Automation
17 460 (9.73%) Business Intelligence
18 441 (9.33%) Continuous Improvement
19 424 (8.97%) Validation
Programming Languages
1 1,572 (33.25%) SQL
2 698 (14.76%) Java
3 604 (12.77%) PowerShell
4 597 (12.63%) Bash
5 375 (7.93%) JavaScript
6 342 (7.23%) TypeScript
7 278 (5.88%) C#
8 189 (4.00%) Go
9 144 (3.05%) R
10 111 (2.35%) Scala
11 109 (2.31%) C++
12 102 (2.16%) Shell Script
13 83 (1.76%) Bicep
14 53 (1.12%) Rust
15 52 (1.10%) C
15 52 (1.10%) PL/SQL
16 48 (1.02%) Groovy
17 47 (0.99%) Data Analysis Expressions
17 47 (0.99%) Ruby
18 46 (0.97%) Perl
Qualifications
1 1,047 (22.14%) Security Cleared
2 827 (17.49%) SC Cleared
3 373 (7.89%) Degree
4 171 (3.62%) DV Cleared
5 137 (2.90%) Computer Science Degree
6 110 (2.33%) AWS Certification
7 108 (2.28%) BPSS Clearance
8 106 (2.24%) Azure Certification
9 82 (1.73%) CISSP
10 76 (1.61%) Cisco Certification
11 66 (1.40%) Master's Degree
12 47 (0.99%) CCNP
13 35 (0.74%) CISM
13 35 (0.74%) Microsoft Certification
14 32 (0.68%) VMware Certified Professional (VCP)
15 30 (0.63%) CCIE
15 30 (0.63%) PhD
16 26 (0.55%) AWS Certified Solutions Architect
17 23 (0.49%) DBS Check
18 20 (0.42%) CCNA
Quality Assurance & Compliance
1 479 (10.13%) Data Quality
2 206 (4.36%) QA
3 113 (2.39%) GDPR
4 103 (2.18%) NIST
5 100 (2.12%) ISO/IEC 27001
6 74 (1.57%) Accessibility
7 26 (0.55%) WCAG
8 25 (0.53%) SLA
9 22 (0.47%) HIPAA
10 21 (0.44%) NCSC
10 21 (0.44%) PCI DSS
11 20 (0.42%) Sarbanes-Oxley
12 18 (0.38%) Actionable Recommendations
13 11 (0.23%) SOC 2
14 9 (0.19%) California Consumer Privacy Act
15 8 (0.17%) GRC
16 7 (0.15%) ISO 20022
17 6 (0.13%) Cyber Essentials
18 5 (0.11%) NIST 800
18 5 (0.11%) PMO
System Software
1 768 (16.24%) Docker
2 124 (2.62%) Active Directory
3 102 (2.16%) VMware Infrastructure
4 66 (1.40%) Virtual Machines
5 41 (0.87%) vSphere
6 36 (0.76%) VMware NSX
7 30 (0.63%) Hyper-V
8 26 (0.55%) Firmware
9 22 (0.47%) VMware ESXi
10 14 (0.30%) NFS
11 12 (0.25%) KVM
12 10 (0.21%) Oracle RAC
13 9 (0.19%) Squid
13 9 (0.19%) Virtual Desktop
14 7 (0.15%) HDFS
14 7 (0.15%) Postfix
15 5 (0.11%) SRDF
16 4 (0.085%) Ceph
16 4 (0.085%) Slurm Workload Manager
16 4 (0.085%) Varnish
Systems Management
1 1,058 (22.38%) Terraform
2 892 (18.87%) Kubernetes
3 518 (10.96%) Ansible
4 288 (6.09%) Grafana
5 234 (4.95%) Prometheus
6 72 (1.52%) Puppet
7 65 (1.37%) Argo
8 48 (1.02%) Progress Chef
9 37 (0.78%) vCenter Server
10 26 (0.55%) Control-M
11 25 (0.53%) Istio
12 24 (0.51%) Microsoft Intune
12 24 (0.51%) Nessus
13 23 (0.49%) Kibana
13 23 (0.49%) Nagios
13 23 (0.49%) ZABBIX
14 21 (0.44%) vRealize
15 18 (0.38%) IBM Guardium
16 17 (0.36%) HAProxy
16 17 (0.36%) Tivoli
Vendors
1 552 (11.68%) Microsoft
2 471 (9.96%) Databricks
3 259 (5.48%) Google
4 211 (4.46%) Oracle
5 187 (3.96%) Splunk
6 136 (2.88%) VMware
7 126 (2.66%) Cisco
8 118 (2.50%) OpenAI
9 104 (2.20%) ServiceNow
10 90 (1.90%) Red Hat
11 87 (1.84%) F5
12 81 (1.71%) Palo Alto
13 80 (1.69%) Dynatrace
14 66 (1.40%) Informatica
15 64 (1.35%) CyberArk
15 64 (1.35%) Fortinet
15 64 (1.35%) IBM
16 55 (1.16%) Foundry
17 52 (1.10%) Arista
18 49 (1.04%) SAP