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

6 months to
22 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 10
Rank change year-on-year -3 0 +2
Contract jobs citing Python 4,810 3,598 3,614
As % of all contract jobs in England 10.39% 13.12% 11.13%
As % of the Programming Languages category 40.13% 39.95% 34.17%
Number of daily rates quoted 3,144 2,387 2,554
10th Percentile £375 £363 £375
25th Percentile £450 £435 £473
Median daily rate (50th Percentile) £550 £530 £596
Median % change year-on-year +3.77% -11.04% -0.71%
75th Percentile £650 £650 £725
90th Percentile £750 £788 £850
UK median daily rate £537 £525 £575
% change year-on-year +2.29% -8.70% -4.17%
Number of hourly rates quoted 129 73 88
10th Percentile £33.51 £32.07 £24.28
25th Percentile £43.81 £36.25 £46.23
Median hourly rate £63.48 £50.00 £69.38
Median % change year-on-year +26.96% -27.93% +6.73%
75th Percentile £80.00 £58.75 £74.00
90th Percentile £92.11 £83.00 £80.00
UK median hourly rate £61.97 £50.00 £62.50
% change year-on-year +23.95% -20.00% -3.85%

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 11,987 9,007 10,577
As % of all contract IT jobs advertised in England 25.90% 32.85% 32.57%
Number of daily rates quoted 7,745 6,074 7,211
10th Percentile £363 £350 £351
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £514 £550
Median % change year-on-year +2.14% -6.55% -
75th Percentile £626 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £523 £505 £526
% change year-on-year +3.47% -3.90% -4.45%
Number of hourly rates quoted 516 257 305
10th Percentile £26.68 £31.25 £30.00
25th Percentile £51.25 £42.25 £49.25
Median hourly rate £65.00 £56.00 £65.00
Median % change year-on-year +16.07% -13.85% -
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.00 £79.25 £79.67
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +3.17%

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 22 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 22 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 22 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 -4 2,840 £575 - 5,520
North of England +2 744 £500 +5.04% 1,028
South East -4 457 £544 +8.75% 1,093
Yorkshire -2 381 £500 - 334
North West 0 286 £525 +11.94% 561
South West -3 280 £550 +4.76% 603
Midlands -21 220 £500 +5.26% 489
West Midlands -21 177 £500 - 292
East of England -15 151 £484 -7.86% 585
North East 0 87 £425 -10.53% 137
East Midlands -15 43 £475 +15.85% 197
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
1 251 (5.22%) Apache Airflow
2 240 (4.99%) Apache Spark
3 189 (3.93%) Apache
4 137 (2.85%) Confluence
5 54 (1.12%) Jupyter
6 48 (1.00%) SharePoint
7 33 (0.69%) SAS
8 30 (0.62%) OpenStack
9 21 (0.44%) ArcGIS
9 21 (0.44%) nginx
9 21 (0.44%) Palantir Foundry
10 20 (0.42%) IIS
11 8 (0.17%) CMS
12 7 (0.15%) Tomcat
13 6 (0.12%) Microsoft Exchange
13 6 (0.12%) WebSphere
14 5 (0.10%) Apache Solr
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
15 4 (0.083%) CICS
Applications
1 89 (1.85%) Microsoft Excel
2 28 (0.58%) Chatbot
3 22 (0.46%) Microsoft Office
4 17 (0.35%) Spreadsheet
5 16 (0.33%) CPLEX
6 13 (0.27%) Microsoft PowerPoint
7 12 (0.25%) MS Visio
8 2 (0.042%) 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%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 20 (0.42%) Remedy ITSM
2 18 (0.37%) Aladdin
3 17 (0.35%) SAP S/4HANA
4 9 (0.19%) Dynamics CRM
5 8 (0.17%) Remedy AR System
6 7 (0.15%) Front Arena
6 7 (0.15%) SAP IBP
7 6 (0.12%) NetSuite
7 6 (0.12%) Summit
8 5 (0.10%) Sage X3
9 4 (0.083%) Oracle ERP
9 4 (0.083%) Salesforce CRM
10 3 (0.062%) Endur
10 3 (0.062%) Oracle EBS
10 3 (0.062%) Payment Gateway
10 3 (0.062%) Teamcenter
11 2 (0.042%) Actimize
11 2 (0.042%) Oracle Assets
11 2 (0.042%) SAP ERP
11 2 (0.042%) Workday HCM
Cloud Services
1 1,799 (37.40%) AWS
2 1,646 (34.22%) Azure
3 754 (15.68%) GCP
4 613 (12.74%) GitHub
5 416 (8.65%) Serverless
6 412 (8.57%) Power Platform
7 372 (7.73%) Azure DevOps
8 370 (7.69%) GitHub Actions
9 330 (6.86%) Amazon S3
10 302 (6.28%) AWS Lambda
11 281 (5.84%) Snowflake
12 216 (4.49%) dbt
13 196 (4.07%) Azure Data Factory
14 161 (3.35%) Amazon CloudWatch
15 151 (3.14%) Entra ID
16 145 (3.01%) AWS CloudFormation
17 144 (2.99%) Amazon EKS
18 120 (2.49%) Amazon EC2
19 115 (2.39%) Azure Synapse Analytics
20 112 (2.33%) SaaS
Communications & Networking
1 261 (5.43%) Firewall
2 181 (3.76%) DNS
3 148 (3.08%) TCP/IP
4 139 (2.89%) Network Security
5 119 (2.47%) BGP
6 117 (2.43%) VPN
7 108 (2.25%) WAN
8 77 (1.60%) DHCP
9 67 (1.39%) OSPF
9 67 (1.39%) SD-WAN
10 57 (1.19%) BIG-IP
11 51 (1.06%) VLAN
12 50 (1.04%) F5 BIG-IP LTM
12 50 (1.04%) VXLAN
13 47 (0.98%) HTTP
14 46 (0.96%) SSL
15 42 (0.87%) Ethernet VPN
16 37 (0.77%) Wireless
17 36 (0.75%) MPLS
18 35 (0.73%) Wi-Fi
Database & Business Intelligence
1 372 (7.73%) Power BI
2 291 (6.05%) Data Warehouse
3 268 (5.57%) PostgreSQL
4 184 (3.83%) Metadata
5 179 (3.72%) SQL Server
6 164 (3.41%) Relational Database
7 158 (3.28%) Data Lake
7 158 (3.28%) Tableau
8 157 (3.26%) BigQuery
9 145 (3.01%) NoSQL
10 112 (2.33%) Amazon Redshift
10 112 (2.33%) Big Data
11 111 (2.31%) Amazon RDS
12 108 (2.25%) Delta Lake
13 106 (2.20%) Amazon Athena
14 89 (1.85%) MongoDB
15 86 (1.79%) DynamoDB
16 79 (1.64%) MySQL
17 65 (1.35%) Redis
18 50 (1.04%) Snowflake Schema
Development Applications
1 670 (13.93%) Git
2 421 (8.75%) Jenkins
3 404 (8.40%) GitLab
4 263 (5.47%) JIRA
5 99 (2.06%) Selenium
6 50 (1.04%) Postman
7 49 (1.02%) JMeter
8 44 (0.91%) SonarQube
9 40 (0.83%) Bitbucket
10 39 (0.81%) MLflow
11 38 (0.79%) Claude Code
12 31 (0.64%) Cucumber
13 30 (0.62%) Artifactory
14 28 (0.58%) Sonatype Nexus
15 27 (0.56%) LoadRunner
15 27 (0.56%) Maven
16 24 (0.50%) Gatling
17 23 (0.48%) REST Assured
18 22 (0.46%) Cypress.io
19 20 (0.42%) Zephyr
General
1 1,127 (23.43%) Social Skills
2 1,063 (22.10%) Finance
3 748 (15.55%) Analytical Skills
4 451 (9.38%) Public Sector
5 416 (8.65%) Banking
6 157 (3.26%) Front Office
7 109 (2.27%) Investment Banking
8 101 (2.10%) Retail
9 93 (1.93%) Inclusion and Diversity
10 87 (1.81%) Marketing
11 82 (1.70%) Documentation Skills
12 76 (1.58%) Telecoms
13 52 (1.08%) Aerospace
13 52 (1.08%) Military
14 46 (0.96%) Law
15 44 (0.91%) Pharmaceutical
16 37 (0.77%) Financial Institution
17 36 (0.75%) Influencing Skills
17 36 (0.75%) Legal
17 36 (0.75%) Publishing
Job Titles
1 846 (17.59%) Senior
2 737 (15.32%) Developer
3 705 (14.66%) Data Engineer
4 436 (9.06%) Lead
5 375 (7.80%) Python Developer
6 299 (6.22%) Python Engineer
7 291 (6.05%) DevOps Engineer
8 254 (5.28%) Artificial Intelligence Engineer
9 252 (5.24%) Analyst
10 242 (5.03%) Software Engineer
11 226 (4.70%) Architect
12 184 (3.83%) AWS Engineer
13 169 (3.51%) Senior Data Engineer
14 162 (3.37%) Senior Developer
15 160 (3.33%) Cloud Engineer
15 160 (3.33%) Data Scientist
16 153 (3.18%) Platform Engineer
17 148 (3.08%) Azure Engineer
18 135 (2.81%) Network Engineer
19 118 (2.45%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,199 (24.93%) Terraform
2 443 (9.21%) REST
3 325 (6.76%) PySpark
4 309 (6.42%) Kafka
5 269 (5.59%) React
6 224 (4.66%) .NET
7 175 (3.64%) Django
8 174 (3.62%) JSON
9 173 (3.60%) FastAPI
10 164 (3.41%) RESTful
11 138 (2.87%) Node.js
12 134 (2.79%) Pandas
13 131 (2.72%) LangChain
14 129 (2.68%) pytest
15 109 (2.27%) OAuth
16 102 (2.12%) Flask
17 101 (2.10%) HTML
18 95 (1.98%) PyTorch
19 94 (1.95%) YAML
20 91 (1.89%) LangGraph
Miscellaneous
1 683 (14.20%) Cloud Native
2 251 (5.22%) Distributed Systems
3 238 (4.95%) AI Agents
4 213 (4.43%) Onboarding
5 147 (3.06%) Data Centre
6 135 (2.81%) Product Ownership
7 124 (2.58%) Data Structures
8 120 (2.49%) Legacy Systems
9 115 (2.39%) Algorithms
10 105 (2.18%) Hybrid Cloud
11 92 (1.91%) Enterprise Software
12 89 (1.85%) Management Information System
13 83 (1.73%) Data Protection Act
13 83 (1.73%) Security Posture
14 82 (1.70%) Derivative
15 74 (1.54%) Equities
16 70 (1.46%) Public Cloud
17 63 (1.31%) PKI
18 57 (1.19%) Self-Motivation
19 53 (1.10%) Replication
Operating Systems
1 643 (13.37%) Linux
2 313 (6.51%) Windows
3 204 (4.24%) Unix
4 139 (2.89%) Red Hat Enterprise Linux
5 84 (1.75%) Windows Server
6 44 (0.91%) Ubuntu
7 34 (0.71%) VMS
8 22 (0.46%) CentOS
9 15 (0.31%) AIX
9 15 (0.31%) Android
9 15 (0.31%) Solaris
10 9 (0.19%) Apple iOS
11 8 (0.17%) Amazon Linux
11 8 (0.17%) Mac OS
11 8 (0.17%) Windows 10
11 8 (0.17%) Windows Server 2019
11 8 (0.17%) zOS
12 6 (0.12%) Embedded Linux
13 4 (0.083%) Debian
13 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 1,990 (41.37%) CI/CD
2 1,400 (29.11%) DevOps
3 1,322 (27.48%) AI
4 1,088 (22.62%) Agile
5 1,087 (22.60%) Infrastructure as Code
6 971 (20.19%) Analytics
7 861 (17.90%) Data Pipeline
8 790 (16.42%) Software Engineering
9 784 (16.30%) Problem-Solving
10 724 (15.05%) Data Engineering
11 719 (14.95%) Machine Learning
12 663 (13.78%) Containerisation
13 639 (13.28%) Observability
14 638 (13.26%) Data Modelling
15 572 (11.89%) Test Automation
16 566 (11.77%) Continuous Improvement
17 561 (11.66%) ETL
18 550 (11.43%) Validation
19 492 (10.23%) Data Science
20 470 (9.77%) Platform Engineering
Programming Languages
1 1,608 (33.43%) SQL
2 697 (14.49%) Java
3 680 (14.14%) PowerShell
4 658 (13.68%) Bash
5 380 (7.90%) JavaScript
6 308 (6.40%) TypeScript
7 280 (5.82%) C#
8 186 (3.87%) Go
9 126 (2.62%) R
10 120 (2.49%) Shell Script
11 115 (2.39%) Bicep
12 114 (2.37%) C++
13 105 (2.18%) Scala
14 74 (1.54%) Perl
15 56 (1.16%) Data Analysis Expressions
16 55 (1.14%) Groovy
17 51 (1.06%) C
18 50 (1.04%) Rust
19 44 (0.91%) PL/SQL
20 35 (0.73%) Ruby
Qualifications
1 1,165 (24.22%) Security Cleared
2 934 (19.42%) SC Cleared
3 383 (7.96%) Degree
4 223 (4.64%) DV Cleared
5 140 (2.91%) Azure Certification
6 137 (2.85%) Computer Science Degree
7 129 (2.68%) AWS Certification
8 95 (1.98%) BPSS Clearance
9 91 (1.89%) CISSP
10 78 (1.62%) Cisco Certification
11 63 (1.31%) Master's Degree
12 47 (0.98%) Microsoft Certification
13 38 (0.79%) CCNP
14 35 (0.73%) PhD
15 30 (0.62%) AWS Certified Solutions Architect
15 30 (0.62%) VMware Certified Professional (VCP)
16 29 (0.60%) CISM
17 27 (0.56%) CCIE
17 27 (0.56%) DBS Check
18 22 (0.46%) ISTQB
Quality Assurance & Compliance
1 550 (11.43%) Data Quality
2 285 (5.93%) QA
3 111 (2.31%) NIST
4 100 (2.08%) ISO/IEC 27001
5 84 (1.75%) GDPR
6 72 (1.50%) Accessibility
7 38 (0.79%) SLA
8 36 (0.75%) Actionable Recommendations
9 28 (0.58%) NCSC
10 26 (0.54%) PCI DSS
11 22 (0.46%) WCAG
12 21 (0.44%) SOC 2
13 19 (0.40%) Sarbanes-Oxley
14 15 (0.31%) HIPAA
15 9 (0.19%) ISO 20022
16 8 (0.17%) Cyber Essentials
17 7 (0.15%) Basel III
18 6 (0.12%) California Consumer Privacy Act
18 6 (0.12%) MiFID
18 6 (0.12%) NIST 800
System Software
1 829 (17.23%) Docker
2 158 (3.28%) Active Directory
3 112 (2.33%) VMware Infrastructure
4 60 (1.25%) Virtual Machines
5 47 (0.98%) Hyper-V
6 33 (0.69%) VMware NSX
7 31 (0.64%) vSphere
8 20 (0.42%) Firmware
8 20 (0.42%) VMware ESXi
9 19 (0.40%) NFS
10 13 (0.27%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 10 (0.21%) Squid
13 7 (0.15%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) Slurm Workload Manager
15 4 (0.083%) Ceph
15 4 (0.083%) Dovecot
15 4 (0.083%) HDFS
15 4 (0.083%) PowerHA
Systems Management
1 956 (19.88%) Kubernetes
2 564 (11.73%) Ansible
3 264 (5.49%) Grafana
4 197 (4.10%) Prometheus
5 72 (1.50%) Puppet
6 66 (1.37%) Progress Chef
7 55 (1.14%) Argo
8 36 (0.75%) Single Sign-On
9 28 (0.58%) Kibana
10 27 (0.56%) Control-M
11 23 (0.48%) Istio
11 23 (0.48%) Microsoft Intune
12 20 (0.42%) FortiGate
12 20 (0.42%) Packer
13 18 (0.37%) ZABBIX
14 17 (0.35%) vCenter Server
15 16 (0.33%) Nagios
15 16 (0.33%) vRealize
16 15 (0.31%) ITRS Geneos
17 14 (0.29%) VxRail
Vendors
1 639 (13.28%) Microsoft
2 499 (10.37%) Databricks
3 321 (6.67%) Google
4 198 (4.12%) Oracle
5 181 (3.76%) Splunk
6 145 (3.01%) VMware
7 138 (2.87%) Cisco
8 137 (2.85%) OpenAI
9 120 (2.49%) ServiceNow
10 93 (1.93%) Dynatrace
11 86 (1.79%) F5
11 86 (1.79%) Red Hat
12 83 (1.73%) Palo Alto
13 81 (1.68%) IBM
14 71 (1.48%) Foundry
15 69 (1.43%) Fortinet
16 63 (1.31%) CyberArk
17 58 (1.21%) Informatica
17 58 (1.21%) SAP
18 48 (1.00%) Arista