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

6 months to
5 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 12
Rank change year-on-year -3 +2 0
Contract jobs citing Python 4,812 3,600 3,525
As % of all contract jobs in England 10.49% 13.14% 10.86%
As % of the Programming Languages category 40.30% 40.15% 33.71%
Number of daily rates quoted 3,167 2,436 2,565
10th Percentile £375 £363 £375
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £538 £600
Median % change year-on-year +2.33% -10.34% -0.08%
75th Percentile £650 £662 £725
90th Percentile £750 £799 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -4.17%
Number of hourly rates quoted 125 73 86
10th Percentile £32.27 £32.07 £23.63
25th Percentile £43.81 £36.25 £46.20
Median hourly rate £63.14 £50.00 £69.38
Median % change year-on-year +26.27% -27.93% +6.73%
75th Percentile £78.00 £59.00 £73.47
90th Percentile £90.00 £84.59 £79.38
UK median hourly rate £60.81 £50.00 £62.00
% change year-on-year +21.62% -19.35% -4.62%

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 11,940 8,967 10,456
As % of all contract IT jobs advertised in England 26.02% 32.73% 32.21%
Number of daily rates quoted 7,734 6,101 7,316
10th Percentile £363 £349 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £550
Median % change year-on-year +2.44% -6.82% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £520 £501 £528
% change year-on-year +3.90% -5.12% -4.09%
Number of hourly rates quoted 491 262 305
10th Percentile £29.96 £31.25 £31.98
25th Percentile £51.29 £42.31 £51.25
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.17%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.00 £80.00 £80.00
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +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 September 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 September 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 September 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 -3 2,865 £575 -1.71% 4,245
North of England 0 731 £500 +5.26% 587
South East -11 442 £538 +7.50% 793
Yorkshire -1 374 £500 +2.30% 174
South West -3 283 £550 +4.76% 450
North West -3 277 £525 +10.53% 331
Midlands -21 228 £500 +5.26% 289
West Midlands -21 185 £500 +5.26% 152
East of England -10 146 £500 -4.76% 433
North East -3 92 £425 -2.86% 85
East Midlands -18 43 £478 +15.18% 134
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
1 260 (5.40%) Apache Airflow
2 243 (5.05%) Apache Spark
3 195 (4.05%) Apache
4 136 (2.83%) Confluence
5 51 (1.06%) Jupyter
6 43 (0.89%) SharePoint
7 35 (0.73%) SAS
8 28 (0.58%) OpenStack
9 22 (0.46%) Palantir Foundry
10 21 (0.44%) ArcGIS
11 18 (0.37%) IIS
11 18 (0.37%) nginx
12 8 (0.17%) CMS
13 7 (0.15%) Apache Superset
13 7 (0.15%) Tomcat
13 7 (0.15%) WebSphere
14 5 (0.10%) Apache Solr
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
15 4 (0.083%) Microsoft Exchange
Applications
1 96 (2.00%) Microsoft Excel
2 25 (0.52%) Chatbot
3 23 (0.48%) Microsoft Office
4 18 (0.37%) CPLEX
4 18 (0.37%) Spreadsheet
5 16 (0.33%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 3 (0.062%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) Mozilla Thunderbird
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 18 (0.37%) SAP S/4HANA
2 17 (0.35%) Aladdin
2 17 (0.35%) Remedy ITSM
3 8 (0.17%) Dynamics CRM
4 7 (0.15%) Front Arena
4 7 (0.15%) Oracle EBS
4 7 (0.15%) Remedy AR System
4 7 (0.15%) SAP IBP
5 6 (0.12%) NetSuite
6 5 (0.10%) Sage X3
6 5 (0.10%) Summit
7 4 (0.083%) Oracle ERP
7 4 (0.083%) Salesforce CRM
8 3 (0.062%) Endur
8 3 (0.062%) Payment Gateway
8 3 (0.062%) Teamcenter
9 2 (0.042%) Global One
9 2 (0.042%) Oracle Assets
9 2 (0.042%) SAP ERP
9 2 (0.042%) Workday HCM
Cloud Services
1 1,813 (37.68%) AWS
2 1,669 (34.68%) Azure
3 717 (14.90%) GCP
4 618 (12.84%) GitHub
5 422 (8.77%) Serverless
6 420 (8.73%) Power Platform
7 397 (8.25%) Azure DevOps
8 373 (7.75%) GitHub Actions
9 339 (7.04%) Amazon S3
10 310 (6.44%) AWS Lambda
11 274 (5.69%) Snowflake
12 209 (4.34%) Azure Data Factory
12 209 (4.34%) dbt
13 155 (3.22%) Amazon CloudWatch
14 142 (2.95%) AWS CloudFormation
15 135 (2.81%) Amazon EKS
16 128 (2.66%) Entra ID
17 123 (2.56%) Azure Synapse Analytics
18 115 (2.39%) Amazon EC2
19 114 (2.37%) SaaS
Communications & Networking
1 257 (5.34%) Firewall
2 183 (3.80%) DNS
3 145 (3.01%) TCP/IP
4 125 (2.60%) Network Security
5 118 (2.45%) BGP
6 114 (2.37%) VPN
7 106 (2.20%) WAN
8 78 (1.62%) DHCP
9 67 (1.39%) OSPF
10 62 (1.29%) SD-WAN
11 54 (1.12%) VLAN
12 52 (1.08%) BIG-IP
13 48 (1.00%) HTTP
13 48 (1.00%) VXLAN
14 46 (0.96%) F5 BIG-IP LTM
15 44 (0.91%) SSL
16 36 (0.75%) Ethernet VPN
17 35 (0.73%) SNMP
18 33 (0.69%) MPLS
19 32 (0.67%) Wireless
Database & Business Intelligence
1 381 (7.92%) Power BI
2 292 (6.07%) Data Warehouse
3 273 (5.67%) PostgreSQL
4 195 (4.05%) SQL Server
5 181 (3.76%) Metadata
6 169 (3.51%) Tableau
7 163 (3.39%) Relational Database
8 161 (3.35%) Data Lake
9 149 (3.10%) NoSQL
10 145 (3.01%) BigQuery
11 116 (2.41%) Amazon Redshift
12 115 (2.39%) Delta Lake
13 114 (2.37%) Big Data
14 110 (2.29%) Amazon Athena
15 109 (2.27%) Amazon RDS
16 92 (1.91%) MongoDB
17 88 (1.83%) DynamoDB
18 77 (1.60%) MySQL
19 65 (1.35%) Redis
20 53 (1.10%) Snowflake Schema
Development Applications
1 633 (13.15%) Git
2 415 (8.62%) Jenkins
3 389 (8.08%) GitLab
4 248 (5.15%) JIRA
5 89 (1.85%) Selenium
6 51 (1.06%) JMeter
7 44 (0.91%) MLflow
7 44 (0.91%) Postman
8 42 (0.87%) SonarQube
9 36 (0.75%) Bitbucket
10 30 (0.62%) Claude Code
11 28 (0.58%) Artifactory
11 28 (0.58%) Cucumber
11 28 (0.58%) Gatling
11 28 (0.58%) Maven
12 27 (0.56%) Sonatype Nexus
13 26 (0.54%) LoadRunner
14 24 (0.50%) Cypress.io
15 21 (0.44%) REST Assured
16 17 (0.35%) Zephyr
General
1 1,106 (22.98%) Social Skills
2 1,044 (21.70%) Finance
3 740 (15.38%) Analytical Skills
4 472 (9.81%) Public Sector
5 393 (8.17%) Banking
6 165 (3.43%) Front Office
7 108 (2.24%) Investment Banking
8 102 (2.12%) Retail
9 95 (1.97%) Inclusion and Diversity
10 90 (1.87%) Documentation Skills
11 85 (1.77%) Marketing
12 70 (1.45%) Telecoms
13 51 (1.06%) Aerospace
14 49 (1.02%) Military
15 47 (0.98%) Pharmaceutical
16 41 (0.85%) Law
17 40 (0.83%) Legal
18 39 (0.81%) Financial Institution
19 38 (0.79%) Influencing Skills
19 38 (0.79%) Publishing
Job Titles
1 813 (16.90%) Senior
2 754 (15.67%) Developer
3 717 (14.90%) Data Engineer
4 436 (9.06%) Lead
5 389 (8.08%) Python Developer
6 296 (6.15%) Python Engineer
7 284 (5.90%) DevOps Engineer
8 260 (5.40%) Analyst
9 241 (5.01%) Software Engineer
10 240 (4.99%) Architect
11 231 (4.80%) Artificial Intelligence Engineer
12 183 (3.80%) AWS Engineer
13 162 (3.37%) Data Scientist
13 162 (3.37%) Senior Developer
14 161 (3.35%) Senior Data Engineer
15 157 (3.26%) Platform Engineer
16 154 (3.20%) Cloud Engineer
17 142 (2.95%) Azure Engineer
18 125 (2.60%) Data Analyst
19 119 (2.47%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,165 (24.21%) Terraform
2 423 (8.79%) REST
3 340 (7.07%) PySpark
4 310 (6.44%) Kafka
5 274 (5.69%) React
6 229 (4.76%) .NET
7 182 (3.78%) Django
8 180 (3.74%) JSON
9 172 (3.57%) FastAPI
10 159 (3.30%) RESTful
11 147 (3.05%) Pandas
12 135 (2.81%) Node.js
13 121 (2.51%) LangChain
14 120 (2.49%) pytest
15 106 (2.20%) Flask
16 103 (2.14%) HTML
17 100 (2.08%) YAML
18 98 (2.04%) PyTorch
19 96 (2.00%) OAuth
20 90 (1.87%) CSS
Miscellaneous
1 687 (14.28%) Cloud Native
2 262 (5.44%) Distributed Systems
3 214 (4.45%) AI Agents
4 197 (4.09%) Onboarding
5 143 (2.97%) Product Ownership
6 142 (2.95%) Data Centre
7 124 (2.58%) Legacy Systems
8 121 (2.51%) Algorithms
9 119 (2.47%) Data Structures
10 114 (2.37%) Hybrid Cloud
11 92 (1.91%) Management Information System
12 90 (1.87%) Derivative
13 89 (1.85%) Data Protection Act
14 80 (1.66%) Enterprise Software
15 78 (1.62%) Equities
16 72 (1.50%) Security Posture
17 61 (1.27%) Public Cloud
18 58 (1.21%) Fixed Income
18 58 (1.21%) PKI
19 52 (1.08%) Self-Motivation
Operating Systems
1 633 (13.15%) Linux
2 305 (6.34%) Windows
3 210 (4.36%) Unix
4 133 (2.76%) Red Hat Enterprise Linux
5 81 (1.68%) Windows Server
6 40 (0.83%) Ubuntu
7 30 (0.62%) VMS
8 20 (0.42%) AIX
9 18 (0.37%) CentOS
10 17 (0.35%) Solaris
11 15 (0.31%) Android
12 9 (0.19%) Apple iOS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Mac OS
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
13 8 (0.17%) zOS
14 6 (0.12%) Embedded Linux
15 5 (0.10%) Debian
16 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 1,942 (40.36%) CI/CD
2 1,410 (29.30%) DevOps
3 1,285 (26.70%) AI
4 1,073 (22.30%) Agile
5 1,041 (21.63%) Infrastructure as Code
6 978 (20.32%) Analytics
7 866 (18.00%) Data Pipeline
8 794 (16.50%) Problem-Solving
9 765 (15.90%) Software Engineering
10 720 (14.96%) Machine Learning
11 714 (14.84%) Data Engineering
12 664 (13.80%) Containerisation
13 637 (13.24%) Data Modelling
14 614 (12.76%) Observability
15 554 (11.51%) ETL
16 546 (11.35%) Test Automation
17 534 (11.10%) Continuous Improvement
18 506 (10.52%) Validation
19 499 (10.37%) Data Science
20 465 (9.66%) Platform Engineering
Programming Languages
1 1,623 (33.73%) SQL
2 714 (14.84%) Java
3 677 (14.07%) PowerShell
4 662 (13.76%) Bash
5 377 (7.83%) JavaScript
6 302 (6.28%) TypeScript
7 288 (5.99%) C#
8 159 (3.30%) Go
9 134 (2.78%) R
10 122 (2.54%) Shell Script
11 121 (2.51%) Bicep
12 118 (2.45%) C++
13 113 (2.35%) Scala
14 72 (1.50%) Perl
15 55 (1.14%) Data Analysis Expressions
15 55 (1.14%) Groovy
16 51 (1.06%) Rust
17 49 (1.02%) C
17 49 (1.02%) PL/SQL
18 46 (0.96%) Ruby
Qualifications
1 1,153 (23.96%) Security Cleared
2 931 (19.35%) SC Cleared
3 378 (7.86%) Degree
4 207 (4.30%) DV Cleared
5 143 (2.97%) Computer Science Degree
6 132 (2.74%) Azure Certification
7 120 (2.49%) AWS Certification
8 93 (1.93%) BPSS Clearance
9 90 (1.87%) CISSP
10 80 (1.66%) Cisco Certification
11 60 (1.25%) Master's Degree
12 43 (0.89%) Microsoft Certification
13 40 (0.83%) CCNP
14 33 (0.69%) PhD
15 32 (0.67%) CISM
15 32 (0.67%) VMware Certified Professional (VCP)
16 28 (0.58%) AWS Certified Solutions Architect
17 26 (0.54%) DBS Check
18 25 (0.52%) CCIE
18 25 (0.52%) ISTQB
Quality Assurance & Compliance
1 543 (11.28%) Data Quality
2 254 (5.28%) QA
3 108 (2.24%) NIST
4 99 (2.06%) ISO/IEC 27001
5 91 (1.89%) GDPR
6 72 (1.50%) Accessibility
7 34 (0.71%) SLA
8 32 (0.67%) Actionable Recommendations
9 28 (0.58%) NCSC
10 26 (0.54%) WCAG
11 22 (0.46%) PCI DSS
11 22 (0.46%) Sarbanes-Oxley
12 14 (0.29%) SOC 2
13 13 (0.27%) HIPAA
14 10 (0.21%) ISO 20022
15 8 (0.17%) Cyber Essentials
16 6 (0.12%) California Consumer Privacy Act
16 6 (0.12%) NIST 800
17 5 (0.10%) GRC
17 5 (0.10%) MiFID
System Software
1 825 (17.14%) Docker
2 152 (3.16%) Active Directory
3 113 (2.35%) VMware Infrastructure
4 57 (1.18%) Virtual Machines
5 44 (0.91%) Hyper-V
6 35 (0.73%) VMware NSX
7 34 (0.71%) vSphere
8 21 (0.44%) Firmware
9 20 (0.42%) VMware ESXi
10 17 (0.35%) NFS
11 11 (0.23%) Oracle RAC
11 11 (0.23%) Virtual Desktop
12 10 (0.21%) Squid
13 7 (0.15%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) PowerHA
14 5 (0.10%) Slurm Workload Manager
15 4 (0.083%) Ceph
15 4 (0.083%) Dovecot
15 4 (0.083%) HDFS
Systems Management
1 943 (19.60%) Kubernetes
2 552 (11.47%) Ansible
3 274 (5.69%) Grafana
4 201 (4.18%) Prometheus
5 75 (1.56%) Puppet
6 69 (1.43%) Progress Chef
7 60 (1.25%) Argo
8 26 (0.54%) Control-M
9 25 (0.52%) Single Sign-On
10 24 (0.50%) Istio
10 24 (0.50%) Kibana
11 21 (0.44%) Microsoft Intune
11 21 (0.44%) vCenter Server
11 21 (0.44%) ZABBIX
12 20 (0.42%) Nagios
13 18 (0.37%) FortiGate
13 18 (0.37%) Packer
13 18 (0.37%) vRealize
14 16 (0.33%) ITRS Geneos
15 15 (0.31%) HAProxy
Vendors
1 625 (12.99%) Microsoft
2 499 (10.37%) Databricks
3 300 (6.23%) Google
4 210 (4.36%) Oracle
5 188 (3.91%) Splunk
6 149 (3.10%) VMware
7 132 (2.74%) Cisco
8 126 (2.62%) OpenAI
9 111 (2.31%) ServiceNow
10 92 (1.91%) Dynatrace
11 91 (1.89%) Red Hat
12 83 (1.72%) F5
13 79 (1.64%) Palo Alto
14 78 (1.62%) IBM
15 69 (1.43%) Fortinet
16 64 (1.33%) CyberArk
17 63 (1.31%) Informatica
18 62 (1.29%) Foundry
19 57 (1.18%) SAP
20 51 (1.06%) Salesforce