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

6 months to
20 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,766 3,616 3,544
As % of all contract jobs in England 10.44% 13.10% 10.68%
As % of the Programming Languages category 39.88% 39.89% 33.41%
Number of daily rates quoted 3,155 2,469 2,609
10th Percentile £376 £360 £375
25th Percentile £449 £435 £468
Median daily rate (50th Percentile) £549 £537 £580
Median % change year-on-year +2.23% -7.41% -3.33%
75th Percentile £650 £656 £725
90th Percentile £750 £800 £850
UK median daily rate £535 £525 £575
% change year-on-year +1.90% -8.70% -4.17%
Number of hourly rates quoted 117 65 99
10th Percentile £30.82 £30.64 £22.00
25th Percentile £42.50 £36.00 £40.28
Median hourly rate £58.74 £51.44 £65.00
Median % change year-on-year +14.18% -20.86% -
75th Percentile £77.50 £62.25 £70.00
90th Percentile £88.75 £84.18 £77.50
UK median hourly rate £55.25 £50.00 £57.50
% change year-on-year +10.50% -13.04% -8.37%

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 11,950 9,065 10,607
As % of all contract IT jobs advertised in England 26.18% 32.85% 31.98%
Number of daily rates quoted 7,760 6,202 7,534
10th Percentile £363 £344 £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 £653
90th Percentile £738 £762 £788
UK median daily rate £518 £503 £535
% change year-on-year +2.99% -6.07% -2.73%
Number of hourly rates quoted 490 255 347
10th Percentile £30.98 £29.07 £30.00
25th Percentile £53.13 £37.13 £50.69
Median hourly rate £65.00 £56.50 £65.00
Median % change year-on-year +15.04% -13.08% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.08 £80.00 £79.50
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +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 20 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 20 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 20 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 2,778 £575 - 3,040
North of England +2 739 £500 +2.30% 592
South East -9 449 £537 +7.40% 745
Yorkshire -1 377 £500 - 162
South West -2 298 £515 -1.90% 325
North West -2 279 £525 +10.53% 321
Midlands -15 245 £475 +1.33% 262
West Midlands -16 192 £477 +0.42% 153
East of England -10 139 £500 -0.50% 362
North East -1 95 £425 -18.27% 114
East Midlands -10 53 £470 +11.90% 107
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
1 262 (5.50%) Apache Airflow
2 248 (5.20%) Apache Spark
3 188 (3.94%) Apache
4 145 (3.04%) Confluence
5 53 (1.11%) Jupyter
6 39 (0.82%) SharePoint
7 38 (0.80%) SAS
8 26 (0.55%) OpenStack
9 21 (0.44%) Palantir Foundry
10 20 (0.42%) ArcGIS
11 16 (0.34%) nginx
12 12 (0.25%) IIS
13 8 (0.17%) CMS
14 7 (0.15%) Apache Superset
14 7 (0.15%) Tomcat
15 6 (0.13%) CICS
15 6 (0.13%) WebSphere
16 5 (0.10%) Apache Solr
16 5 (0.10%) Oracle SOA Suite
16 5 (0.10%) WebSphere Application Server
Applications
1 96 (2.01%) Microsoft Excel
2 27 (0.57%) Chatbot
3 26 (0.55%) Microsoft Office
4 19 (0.40%) Microsoft PowerPoint
5 18 (0.38%) Spreadsheet
6 17 (0.36%) CPLEX
7 15 (0.31%) MS Visio
8 3 (0.063%) Microsoft Project
9 2 (0.042%) Navisworks
9 2 (0.042%) Revit
10 1 (0.021%) CINEMA 4D
10 1 (0.021%) Houdini
10 1 (0.021%) OrCAD
10 1 (0.021%) Simulink
10 1 (0.021%) SPSS
10 1 (0.021%) Weka
10 1 (0.021%) Zemax
Business Applications
1 21 (0.44%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 16 (0.34%) 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%) IBM Planning Analytics
9 2 (0.042%) Oracle Assets
9 2 (0.042%) SAP ERP
9 2 (0.042%) Workday HCM
Cloud Services
1 1,821 (38.21%) AWS
2 1,659 (34.81%) Azure
3 723 (15.17%) GCP
4 584 (12.25%) GitHub
5 427 (8.96%) Power Platform
6 398 (8.35%) Serverless
7 382 (8.02%) Azure DevOps
8 354 (7.43%) GitHub Actions
9 330 (6.92%) Amazon S3
10 299 (6.27%) AWS Lambda
11 267 (5.60%) Snowflake
12 213 (4.47%) Azure Data Factory
13 198 (4.15%) dbt
14 146 (3.06%) Amazon CloudWatch
15 143 (3.00%) AWS CloudFormation
16 142 (2.98%) Amazon EKS
17 127 (2.66%) Azure Synapse Analytics
18 121 (2.54%) Entra ID
19 114 (2.39%) Amazon EC2
20 104 (2.18%) SaaS
Communications & Networking
1 260 (5.46%) Firewall
2 186 (3.90%) DNS
3 145 (3.04%) TCP/IP
4 118 (2.48%) BGP
5 115 (2.41%) VPN
6 113 (2.37%) Network Security
7 104 (2.18%) WAN
8 76 (1.59%) DHCP
9 66 (1.38%) OSPF
10 56 (1.17%) SD-WAN
11 52 (1.09%) VLAN
11 52 (1.09%) VXLAN
12 48 (1.01%) HTTP
13 47 (0.99%) BIG-IP
14 42 (0.88%) F5 BIG-IP LTM
14 42 (0.88%) SSL
15 41 (0.86%) Ethernet VPN
16 38 (0.80%) SNMP
17 37 (0.78%) MPLS
18 34 (0.71%) SAN
Database & Business Intelligence
1 394 (8.27%) Power BI
2 288 (6.04%) Data Warehouse
3 282 (5.92%) PostgreSQL
4 199 (4.18%) SQL Server
5 173 (3.63%) Tableau
6 170 (3.57%) Metadata
7 160 (3.36%) Relational Database
8 154 (3.23%) Data Lake
9 152 (3.19%) NoSQL
10 141 (2.96%) BigQuery
11 121 (2.54%) Amazon Redshift
12 113 (2.37%) Big Data
13 107 (2.25%) Amazon Athena
14 106 (2.22%) Delta Lake
15 100 (2.10%) Amazon RDS
16 92 (1.93%) MongoDB
17 81 (1.70%) DynamoDB
18 69 (1.45%) MySQL
19 63 (1.32%) Redis
20 54 (1.13%) Snowflake Schema
Development Applications
1 607 (12.74%) Git
2 424 (8.90%) Jenkins
3 384 (8.06%) GitLab
4 249 (5.22%) JIRA
5 77 (1.62%) Selenium
6 43 (0.90%) Bitbucket
6 43 (0.90%) JMeter
6 43 (0.90%) Postman
7 42 (0.88%) MLflow
8 39 (0.82%) SonarQube
9 29 (0.61%) Artifactory
10 28 (0.59%) Cucumber
10 28 (0.59%) Gatling
11 27 (0.57%) Claude Code
12 25 (0.52%) Cypress.io
12 25 (0.52%) Maven
12 25 (0.52%) Sonatype Nexus
13 24 (0.50%) LoadRunner
14 21 (0.44%) REST Assured
15 18 (0.38%) Atlassian Bamboo
General
1 1,056 (22.16%) Social Skills
2 1,050 (22.03%) Finance
3 719 (15.09%) Analytical Skills
4 467 (9.80%) Public Sector
5 385 (8.08%) Banking
6 181 (3.80%) Front Office
7 105 (2.20%) Investment Banking
8 98 (2.06%) Inclusion and Diversity
8 98 (2.06%) Retail
9 91 (1.91%) Documentation Skills
10 79 (1.66%) Marketing
11 68 (1.43%) Telecoms
12 48 (1.01%) Pharmaceutical
13 46 (0.97%) Aerospace
14 44 (0.92%) Financial Institution
15 43 (0.90%) Military
16 42 (0.88%) Legal
17 38 (0.80%) Publishing
18 35 (0.73%) Law
19 32 (0.67%) Manufacturing
Job Titles
1 787 (16.51%) Senior
2 749 (15.72%) Developer
3 706 (14.81%) Data Engineer
4 443 (9.30%) Lead
5 393 (8.25%) Python Developer
6 298 (6.25%) Python Engineer
7 278 (5.83%) DevOps Engineer
8 262 (5.50%) Software Engineer
9 243 (5.10%) Analyst
10 240 (5.04%) Architect
11 216 (4.53%) Artificial Intelligence Engineer
12 186 (3.90%) AWS Engineer
13 165 (3.46%) Data Scientist
14 153 (3.21%) Cloud Engineer
15 151 (3.17%) Platform Engineer
16 150 (3.15%) Senior Developer
17 149 (3.13%) Senior Data Engineer
18 142 (2.98%) Azure Engineer
19 117 (2.45%) Data Analyst
20 116 (2.43%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,130 (23.71%) Terraform
2 399 (8.37%) REST
3 338 (7.09%) PySpark
4 309 (6.48%) Kafka
5 283 (5.94%) React
6 211 (4.43%) .NET
7 173 (3.63%) JSON
8 167 (3.50%) Django
9 166 (3.48%) FastAPI
10 162 (3.40%) RESTful
11 153 (3.21%) Pandas
12 149 (3.13%) Node.js
13 115 (2.41%) LangChain
14 108 (2.27%) PyTorch
15 104 (2.18%) pytest
16 101 (2.12%) YAML
17 99 (2.08%) Flask
18 96 (2.01%) HTML
19 90 (1.89%) NumPy
20 87 (1.83%) OAuth
Miscellaneous
1 665 (13.95%) Cloud Native
2 268 (5.62%) Distributed Systems
3 194 (4.07%) AI Agents
4 187 (3.92%) Onboarding
5 147 (3.08%) Data Centre
6 136 (2.85%) Product Ownership
7 120 (2.52%) Algorithms
8 116 (2.43%) Legacy Systems
9 115 (2.41%) Hybrid Cloud
10 111 (2.33%) Data Structures
11 103 (2.16%) Derivative
12 96 (2.01%) Data Protection Act
13 90 (1.89%) Equities
14 88 (1.85%) Management Information System
15 82 (1.72%) Fixed Income
16 75 (1.57%) Security Posture
17 64 (1.34%) Enterprise Software
18 58 (1.22%) PKI
19 55 (1.15%) Public Cloud
20 51 (1.07%) Self-Motivation
Operating Systems
1 628 (13.18%) Linux
2 310 (6.50%) Windows
3 203 (4.26%) Unix
4 129 (2.71%) Red Hat Enterprise Linux
5 76 (1.59%) Windows Server
6 38 (0.80%) Ubuntu
7 28 (0.59%) AIX
7 28 (0.59%) VMS
8 17 (0.36%) CentOS
8 17 (0.36%) Solaris
9 15 (0.31%) Android
10 10 (0.21%) zOS
11 9 (0.19%) Apple iOS
11 9 (0.19%) Mac OS
12 8 (0.17%) Windows 10
12 8 (0.17%) Windows Server 2019
13 6 (0.13%) Amazon Linux
13 6 (0.13%) Embedded Linux
14 5 (0.10%) Debian
15 4 (0.084%) Windows Server 2008
Processes & Methodologies
1 1,880 (39.45%) CI/CD
2 1,396 (29.29%) DevOps
3 1,222 (25.64%) AI
4 1,062 (22.28%) Agile
5 989 (20.75%) Analytics
6 985 (20.67%) Infrastructure as Code
7 863 (18.11%) Data Pipeline
8 805 (16.89%) Problem-Solving
9 752 (15.78%) Software Engineering
10 714 (14.98%) Machine Learning
11 698 (14.65%) Data Engineering
12 640 (13.43%) Containerisation
13 629 (13.20%) Data Modelling
14 574 (12.04%) Observability
15 563 (11.81%) ETL
16 535 (11.23%) Test Automation
17 512 (10.74%) Continuous Improvement
18 507 (10.64%) Data Science
19 479 (10.05%) Validation
20 465 (9.76%) Business Intelligence
Programming Languages
1 1,594 (33.45%) SQL
2 713 (14.96%) Java
3 680 (14.27%) PowerShell
4 655 (13.74%) Bash
5 378 (7.93%) JavaScript
6 314 (6.59%) TypeScript
7 273 (5.73%) C#
8 172 (3.61%) Go
9 129 (2.71%) R
10 120 (2.52%) C++
11 117 (2.45%) Bicep
12 111 (2.33%) Scala
12 111 (2.33%) Shell Script
13 64 (1.34%) Perl
14 56 (1.17%) PL/SQL
15 53 (1.11%) C
15 53 (1.11%) Data Analysis Expressions
16 52 (1.09%) Groovy
16 52 (1.09%) Rust
17 43 (0.90%) Ruby
Qualifications
1 1,103 (23.14%) Security Cleared
2 893 (18.74%) SC Cleared
3 383 (8.04%) Degree
4 184 (3.86%) DV Cleared
5 148 (3.11%) Computer Science Degree
6 128 (2.69%) Azure Certification
7 121 (2.54%) AWS Certification
8 91 (1.91%) CISSP
9 87 (1.83%) BPSS Clearance
10 86 (1.80%) Cisco Certification
11 65 (1.36%) Master's Degree
12 48 (1.01%) CCNP
13 42 (0.88%) Microsoft Certification
14 35 (0.73%) PhD
15 33 (0.69%) VMware Certified Professional (VCP)
16 30 (0.63%) CISM
17 29 (0.61%) CCIE
18 27 (0.57%) AWS Certified Solutions Architect
19 24 (0.50%) DBS Check
20 21 (0.44%) ISTQB
Quality Assurance & Compliance
1 516 (10.83%) Data Quality
2 238 (4.99%) QA
3 104 (2.18%) NIST
4 103 (2.16%) GDPR
5 95 (1.99%) ISO/IEC 27001
6 71 (1.49%) Accessibility
7 35 (0.73%) SLA
8 29 (0.61%) Actionable Recommendations
9 26 (0.55%) NCSC
9 26 (0.55%) PCI DSS
9 26 (0.55%) WCAG
10 25 (0.52%) Sarbanes-Oxley
11 16 (0.34%) HIPAA
12 9 (0.19%) California Consumer Privacy Act
12 9 (0.19%) ISO 20022
12 9 (0.19%) SOC 2
13 7 (0.15%) Cyber Essentials
13 7 (0.15%) GRC
14 6 (0.13%) NIST 800
15 5 (0.10%) HL7
System Software
1 809 (16.97%) Docker
2 146 (3.06%) Active Directory
3 113 (2.37%) VMware Infrastructure
4 54 (1.13%) Virtual Machines
5 37 (0.78%) vSphere
6 36 (0.76%) Hyper-V
7 34 (0.71%) VMware NSX
8 27 (0.57%) Firmware
9 21 (0.44%) VMware ESXi
10 13 (0.27%) NFS
10 13 (0.27%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 9 (0.19%) Squid
13 7 (0.15%) HDFS
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 6 (0.13%) KVM
15 4 (0.084%) Ceph
15 4 (0.084%) SRDF
15 4 (0.084%) Varnish
Systems Management
1 932 (19.56%) Kubernetes
2 564 (11.83%) Ansible
3 281 (5.90%) Grafana
4 208 (4.36%) Prometheus
5 84 (1.76%) Puppet
6 72 (1.51%) Progress Chef
7 59 (1.24%) Argo
8 30 (0.63%) Istio
9 27 (0.57%) Single Sign-On
10 26 (0.55%) Control-M
11 24 (0.50%) ZABBIX
12 23 (0.48%) vCenter Server
13 22 (0.46%) Nagios
14 21 (0.44%) Kibana
14 21 (0.44%) Microsoft Intune
15 20 (0.42%) vRealize
16 17 (0.36%) Packer
16 17 (0.36%) Tivoli
17 16 (0.34%) HAProxy
17 16 (0.34%) Netcool
Vendors
1 604 (12.67%) Microsoft
2 478 (10.03%) Databricks
3 285 (5.98%) Google
4 215 (4.51%) Oracle
5 191 (4.01%) Splunk
6 148 (3.11%) VMware
7 135 (2.83%) Cisco
8 117 (2.45%) ServiceNow
9 114 (2.39%) OpenAI
10 96 (2.01%) Dynatrace
11 91 (1.91%) Red Hat
12 85 (1.78%) F5
13 80 (1.68%) IBM
14 79 (1.66%) Palo Alto
15 67 (1.41%) CyberArk
16 66 (1.38%) Fortinet
16 66 (1.38%) Informatica
17 58 (1.22%) SAP
18 56 (1.17%) Foundry
19 51 (1.07%) Arista