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

6 months to
14 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,781 3,600 3,523
As % of all contract jobs in England 10.49% 13.03% 10.57%
As % of the Programming Languages category 39.86% 39.91% 33.25%
Number of daily rates quoted 3,160 2,454 2,599
10th Percentile £377 £360 £375
25th Percentile £449 £435 £468
Median daily rate (50th Percentile) £544 £538 £575
Median % change year-on-year +1.16% -6.52% -4.17%
75th Percentile £650 £663 £725
90th Percentile £750 £800 £850
UK median daily rate £530 £525 £575
% change year-on-year +0.95% -8.70% -4.17%
Number of hourly rates quoted 117 63 101
10th Percentile £30.82 £33.91 £22.00
25th Percentile £43.81 £36.25 £40.50
Median hourly rate £62.00 £52.50 £65.00
Median % change year-on-year +18.10% -19.23% -
75th Percentile £77.50 £62.38 £70.00
90th Percentile £88.75 £84.59 £77.50
UK median hourly rate £56.50 £50.00 £57.50
% change year-on-year +13.00% -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 11,995 9,021 10,594
As % of all contract IT jobs advertised in England 26.31% 32.64% 31.79%
Number of daily rates quoted 7,780 6,180 7,555
10th Percentile £363 £345 £358
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 £653
90th Percentile £738 £763 £788
UK median daily rate £515 £505 £530
% change year-on-year +1.98% -4.76% -3.59%
Number of hourly rates quoted 495 245 358
10th Percentile £33.70 £29.07 £30.26
25th Percentile £53.53 £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 £79.00 £83.88 £78.75
UK median hourly rate £65.00 £56.50 £65.00
% change year-on-year +15.04% -13.08% +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 14 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 14 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 14 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 2,767 £575 - 4,700
North of England +2 756 £500 +2.30% 609
South East -9 455 £537 +7.40% 768
Yorkshire +1 388 £500 - 169
South West -3 296 £505 -3.81% 338
North West +2 285 £525 +10.53% 331
Midlands -17 245 £473 +5.00% 256
West Midlands -13 196 £469 +1.41% 144
East of England -9 141 £500 -0.50% 397
North East -2 94 £425 -18.27% 113
East Midlands -14 48 £495 +16.47% 111
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
1 261 (5.46%) Apache Airflow
2 251 (5.25%) Apache Spark
3 192 (4.02%) Apache
4 146 (3.05%) Confluence
5 52 (1.09%) Jupyter
6 45 (0.94%) SAS
7 39 (0.82%) SharePoint
8 25 (0.52%) OpenStack
9 19 (0.40%) ArcGIS
9 19 (0.40%) Palantir Foundry
10 15 (0.31%) nginx
11 12 (0.25%) IIS
12 8 (0.17%) CMS
13 7 (0.15%) Apache Superset
14 6 (0.13%) CICS
14 6 (0.13%) Tomcat
14 6 (0.13%) WebSphere
15 5 (0.10%) Apache Solr
15 5 (0.10%) Oracle SOA Suite
15 5 (0.10%) WebSphere Application Server
Applications
1 96 (2.01%) Microsoft Excel
2 27 (0.56%) Chatbot
3 21 (0.44%) Microsoft Office
4 19 (0.40%) Microsoft PowerPoint
5 17 (0.36%) CPLEX
5 17 (0.36%) Spreadsheet
6 15 (0.31%) MS Visio
7 3 (0.063%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
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 22 (0.46%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 16 (0.33%) 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
5 6 (0.13%) Remedy AR System
6 5 (0.10%) BambooHR
6 5 (0.10%) Sage X3
7 4 (0.084%) Oracle ERP
8 3 (0.063%) Endur
8 3 (0.063%) Front Arena
8 3 (0.063%) Salesforce CRM
8 3 (0.063%) SimCorp Dimension
8 3 (0.063%) Teamcenter
9 2 (0.042%) Oracle Assets
9 2 (0.042%) SAP ERP
9 2 (0.042%) Sparx Enterprise Architect
9 2 (0.042%) Workday HCM
Cloud Services
1 1,827 (38.21%) AWS
2 1,668 (34.89%) Azure
3 720 (15.06%) GCP
4 579 (12.11%) GitHub
5 432 (9.04%) Power Platform
6 391 (8.18%) Serverless
7 378 (7.91%) Azure DevOps
8 346 (7.24%) GitHub Actions
9 333 (6.97%) Amazon S3
10 297 (6.21%) AWS Lambda
11 263 (5.50%) Snowflake
12 220 (4.60%) Azure Data Factory
13 204 (4.27%) dbt
14 147 (3.07%) AWS CloudFormation
15 145 (3.03%) Amazon CloudWatch
16 141 (2.95%) Amazon EKS
17 131 (2.74%) Azure Synapse Analytics
18 120 (2.51%) Entra ID
19 112 (2.34%) Amazon EC2
20 111 (2.32%) OpenShift
Communications & Networking
1 263 (5.50%) Firewall
2 186 (3.89%) DNS
3 140 (2.93%) TCP/IP
4 114 (2.38%) VPN
5 113 (2.36%) BGP
6 106 (2.22%) Network Security
7 103 (2.15%) WAN
8 75 (1.57%) DHCP
9 65 (1.36%) OSPF
10 55 (1.15%) SD-WAN
11 52 (1.09%) VLAN
12 49 (1.02%) VXLAN
13 47 (0.98%) BIG-IP
13 47 (0.98%) HTTP
14 42 (0.88%) F5 BIG-IP LTM
14 42 (0.88%) SSL
15 38 (0.79%) Ethernet VPN
15 38 (0.79%) SNMP
16 36 (0.75%) MPLS
17 33 (0.69%) SAN
Database & Business Intelligence
1 397 (8.30%) Power BI
2 296 (6.19%) Data Warehouse
3 268 (5.61%) PostgreSQL
4 197 (4.12%) SQL Server
5 175 (3.66%) Tableau
6 168 (3.51%) Metadata
7 161 (3.37%) Data Lake
8 157 (3.28%) Relational Database
9 149 (3.12%) NoSQL
10 143 (2.99%) BigQuery
11 119 (2.49%) Amazon Redshift
11 119 (2.49%) Big Data
12 113 (2.36%) Amazon Athena
13 109 (2.28%) Delta Lake
14 99 (2.07%) Amazon RDS
15 91 (1.90%) MongoDB
16 80 (1.67%) DynamoDB
17 63 (1.32%) MySQL
18 57 (1.19%) Redis
19 56 (1.17%) Snowflake Schema
Development Applications
1 594 (12.42%) Git
2 418 (8.74%) Jenkins
3 371 (7.76%) GitLab
4 243 (5.08%) JIRA
5 75 (1.57%) Selenium
6 45 (0.94%) MLflow
7 43 (0.90%) Postman
8 42 (0.88%) JMeter
9 39 (0.82%) Bitbucket
10 37 (0.77%) SonarQube
11 29 (0.61%) Artifactory
12 28 (0.59%) Gatling
13 27 (0.56%) Cucumber
14 25 (0.52%) Claude Code
14 25 (0.52%) Maven
14 25 (0.52%) Sonatype Nexus
15 24 (0.50%) Cypress.io
15 24 (0.50%) LoadRunner
16 19 (0.40%) REST Assured
17 17 (0.36%) Robot Framework
General
1 1,056 (22.09%) Finance
2 1,046 (21.88%) Social Skills
3 710 (14.85%) Analytical Skills
4 472 (9.87%) Public Sector
5 381 (7.97%) Banking
6 178 (3.72%) Front Office
7 106 (2.22%) Investment Banking
8 100 (2.09%) Retail
9 94 (1.97%) Inclusion and Diversity
10 92 (1.92%) Documentation Skills
11 77 (1.61%) Marketing
12 67 (1.40%) Telecoms
13 51 (1.07%) Pharmaceutical
14 46 (0.96%) Aerospace
15 44 (0.92%) Financial Institution
16 43 (0.90%) Military
17 42 (0.88%) Legal
18 39 (0.82%) Publishing
19 36 (0.75%) Manufacturing
20 33 (0.69%) Law
Job Titles
1 783 (16.38%) Senior
2 754 (15.77%) Developer
3 720 (15.06%) Data Engineer
4 430 (8.99%) Lead
5 396 (8.28%) Python Developer
6 302 (6.32%) Python Engineer
7 273 (5.71%) DevOps Engineer
8 265 (5.54%) Software Engineer
9 250 (5.23%) Analyst
10 238 (4.98%) Architect
11 219 (4.58%) Artificial Intelligence Engineer
12 192 (4.02%) AWS Engineer
13 168 (3.51%) Data Scientist
14 157 (3.28%) Cloud Engineer
15 153 (3.20%) Senior Developer
16 152 (3.18%) Platform Engineer
17 145 (3.03%) Senior Data Engineer
18 141 (2.95%) Azure Engineer
19 125 (2.61%) Data Analyst
20 112 (2.34%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 380 (7.95%) REST
2 334 (6.99%) PySpark
3 306 (6.40%) Kafka
4 286 (5.98%) React
5 212 (4.43%) .NET
6 170 (3.56%) JSON
7 162 (3.39%) FastAPI
8 161 (3.37%) RESTful
9 159 (3.33%) Django
10 153 (3.20%) Node.js
10 153 (3.20%) Pandas
11 121 (2.53%) LangChain
12 117 (2.45%) PyTorch
13 97 (2.03%) YAML
14 95 (1.99%) Flask
15 92 (1.92%) HTML
15 92 (1.92%) pytest
16 91 (1.90%) NumPy
17 85 (1.78%) OAuth
17 85 (1.78%) scikit-learn
Miscellaneous
1 667 (13.95%) Cloud Native
2 268 (5.61%) Distributed Systems
3 193 (4.04%) AI Agents
4 187 (3.91%) Onboarding
5 144 (3.01%) Data Centre
6 134 (2.80%) Product Ownership
7 120 (2.51%) Algorithms
8 117 (2.45%) Data Structures
9 115 (2.41%) Hybrid Cloud
10 111 (2.32%) Legacy Systems
11 102 (2.13%) Derivative
12 99 (2.07%) Data Protection Act
13 89 (1.86%) Equities
14 86 (1.80%) Management Information System
15 82 (1.72%) Fixed Income
16 80 (1.67%) Security Posture
17 59 (1.23%) Enterprise Software
18 58 (1.21%) PKI
19 57 (1.19%) Public Cloud
20 50 (1.05%) Self-Motivation
Operating Systems
1 620 (12.97%) Linux
2 303 (6.34%) Windows
3 198 (4.14%) Unix
4 127 (2.66%) Red Hat Enterprise Linux
5 72 (1.51%) Windows Server
6 39 (0.82%) Ubuntu
7 28 (0.59%) AIX
8 24 (0.50%) VMS
9 16 (0.33%) Android
9 16 (0.33%) CentOS
9 16 (0.33%) Solaris
10 10 (0.21%) Apple iOS
10 10 (0.21%) zOS
11 9 (0.19%) Mac OS
12 7 (0.15%) Windows 10
12 7 (0.15%) Windows Server 2019
13 6 (0.13%) Amazon Linux
13 6 (0.13%) Debian
13 6 (0.13%) Embedded Linux
14 5 (0.10%) Rocky
Processes & Methodologies
1 1,866 (39.03%) CI/CD
2 1,400 (29.28%) DevOps
3 1,224 (25.60%) AI
4 1,071 (22.40%) Agile
5 995 (20.81%) Analytics
6 969 (20.27%) Infrastructure as Code
7 874 (18.28%) Data Pipeline
8 803 (16.80%) Problem-Solving
9 746 (15.60%) Software Engineering
10 732 (15.31%) Machine Learning
11 707 (14.79%) Data Engineering
12 642 (13.43%) Data Modelling
13 634 (13.26%) Containerisation
14 572 (11.96%) ETL
15 571 (11.94%) Observability
16 523 (10.94%) Test Automation
17 521 (10.90%) Data Science
18 497 (10.40%) Continuous Improvement
19 470 (9.83%) Validation
20 464 (9.71%) Business Intelligence
Programming Languages
1 1,599 (33.44%) SQL
2 721 (15.08%) Java
3 674 (14.10%) PowerShell
4 654 (13.68%) Bash
5 383 (8.01%) JavaScript
6 321 (6.71%) TypeScript
7 268 (5.61%) C#
8 174 (3.64%) Go
9 127 (2.66%) R
10 119 (2.49%) C++
11 114 (2.38%) Scala
12 113 (2.36%) Bicep
13 107 (2.24%) Shell Script
14 62 (1.30%) Perl
15 54 (1.13%) PL/SQL
15 54 (1.13%) Rust
16 52 (1.09%) C
17 51 (1.07%) Data Analysis Expressions
17 51 (1.07%) Groovy
18 45 (0.94%) Ruby
Qualifications
1 1,112 (23.26%) Security Cleared
2 898 (18.78%) SC Cleared
3 383 (8.01%) Degree
4 183 (3.83%) DV Cleared
5 147 (3.07%) Computer Science Degree
6 126 (2.64%) Azure Certification
7 121 (2.53%) AWS Certification
8 89 (1.86%) BPSS Clearance
9 88 (1.84%) CISSP
10 82 (1.72%) Cisco Certification
11 65 (1.36%) Master's Degree
12 46 (0.96%) CCNP
13 41 (0.86%) Microsoft Certification
14 35 (0.73%) PhD
15 34 (0.71%) VMware Certified Professional (VCP)
16 30 (0.63%) CISM
17 28 (0.59%) CCIE
18 27 (0.56%) AWS Certified Solutions Architect
19 24 (0.50%) DBS Check
20 22 (0.46%) ISTQB
Quality Assurance & Compliance
1 513 (10.73%) Data Quality
2 231 (4.83%) QA
3 106 (2.22%) GDPR
4 100 (2.09%) NIST
5 93 (1.95%) ISO/IEC 27001
6 69 (1.44%) Accessibility
7 31 (0.65%) SLA
8 26 (0.54%) Actionable Recommendations
8 26 (0.54%) Sarbanes-Oxley
8 26 (0.54%) WCAG
9 25 (0.52%) NCSC
9 25 (0.52%) PCI DSS
10 18 (0.38%) HIPAA
11 10 (0.21%) California Consumer Privacy Act
11 10 (0.21%) ISO 20022
12 9 (0.19%) SOC 2
13 7 (0.15%) GRC
14 6 (0.13%) Cyber Essentials
14 6 (0.13%) NIST 800
15 5 (0.10%) HL7
System Software
1 799 (16.71%) Docker
2 146 (3.05%) Active Directory
3 112 (2.34%) VMware Infrastructure
4 54 (1.13%) Virtual Machines
5 39 (0.82%) vSphere
6 37 (0.77%) Hyper-V
7 35 (0.73%) VMware NSX
8 27 (0.56%) Firmware
9 21 (0.44%) VMware ESXi
10 13 (0.27%) NFS
10 13 (0.27%) Virtual Desktop
11 10 (0.21%) Oracle RAC
12 9 (0.19%) Squid
13 7 (0.15%) HDFS
13 7 (0.15%) KVM
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 4 (0.084%) Ceph
14 4 (0.084%) SRDF
14 4 (0.084%) Varnish
Systems Management
1 1,134 (23.72%) Terraform
2 928 (19.41%) Kubernetes
3 557 (11.65%) Ansible
4 277 (5.79%) Grafana
5 207 (4.33%) Prometheus
6 84 (1.76%) Puppet
7 68 (1.42%) Progress Chef
8 60 (1.25%) Argo
9 29 (0.61%) Istio
10 26 (0.54%) vCenter Server
11 25 (0.52%) Control-M
11 25 (0.52%) Single Sign-On
12 24 (0.50%) ZABBIX
13 21 (0.44%) Nagios
14 20 (0.42%) Microsoft Intune
14 20 (0.42%) vRealize
15 19 (0.40%) Kibana
16 17 (0.36%) HAProxy
16 17 (0.36%) Packer
16 17 (0.36%) Tivoli
Vendors
1 597 (12.49%) Microsoft
2 480 (10.04%) Databricks
3 289 (6.04%) Google
4 214 (4.48%) Oracle
5 187 (3.91%) Splunk
6 146 (3.05%) VMware
7 131 (2.74%) Cisco
8 116 (2.43%) ServiceNow
9 114 (2.38%) OpenAI
10 94 (1.97%) Dynatrace
11 90 (1.88%) Red Hat
12 86 (1.80%) F5
13 82 (1.72%) IBM
14 79 (1.65%) Palo Alto
15 71 (1.49%) Informatica
16 66 (1.38%) CyberArk
16 66 (1.38%) Fortinet
17 58 (1.21%) SAP
18 55 (1.15%) Foundry
19 51 (1.07%) Arista