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

6 months to
15 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 11
Rank change year-on-year -3 +1 +1
Contract jobs citing Python 4,818 3,575 3,575
As % of all contract jobs in England 10.42% 13.07% 10.97%
As % of the Programming Languages category 40.20% 40.02% 33.83%
Number of daily rates quoted 3,150 2,396 2,557
10th Percentile £371 £361 £374
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £538 £588
Median % change year-on-year +2.33% -8.51% -2.08%
75th Percentile £650 £656 £725
90th Percentile £750 £796 £850
UK median daily rate £537 £525 £575
% change year-on-year +2.29% -8.70% -4.17%
Number of hourly rates quoted 127 73 88
10th Percentile £35.25 £31.32 £24.28
25th Percentile £46.00 £36.00 £46.23
Median hourly rate £63.48 £50.00 £69.38
Median % change year-on-year +26.96% -27.93% +5.75%
75th Percentile £81.50 £58.75 £74.00
90th Percentile £92.11 £83.00 £79.13
UK median hourly rate £63.14 £50.00 £62.50
% change year-on-year +26.27% -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 11,985 8,934 10,568
As % of all contract IT jobs advertised in England 25.92% 32.65% 32.42%
Number of daily rates quoted 7,755 6,049 7,284
10th Percentile £363 £345 £355
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 £525
% change year-on-year +3.90% -4.67% -4.55%
Number of hourly rates quoted 500 259 305
10th Percentile £28.45 £31.25 £30.80
25th Percentile £51.25 £42.25 £51.00
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +1.56%
75th Percentile £70.13 £67.50 £70.00
90th Percentile £82.25 £79.00 £79.67
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 15 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 15 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 15 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 2,846 £575 - 7,465
North of England 0 744 £500 +5.04% 1,078
South East -6 456 £540 +8.00% 1,186
Yorkshire -1 386 £500 - 341
South West -5 282 £550 +4.76% 643
North West -1 281 £525 +10.53% 605
Midlands -20 221 £500 +5.26% 509
West Midlands -23 177 £500 - 288
East of England -11 150 £484 -7.86% 739
North East -2 89 £425 -2.86% 137
East Midlands -11 44 £469 +12.95% 220
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
1 257 (5.33%) Apache Airflow
2 234 (4.86%) Apache Spark
3 188 (3.90%) Apache
4 138 (2.86%) Confluence
5 52 (1.08%) Jupyter
6 49 (1.02%) SharePoint
7 33 (0.68%) SAS
8 28 (0.58%) OpenStack
9 21 (0.44%) ArcGIS
10 20 (0.42%) IIS
10 20 (0.42%) nginx
10 20 (0.42%) Palantir Foundry
11 7 (0.15%) CMS
11 7 (0.15%) Tomcat
12 6 (0.12%) Microsoft Exchange
12 6 (0.12%) WebSphere
13 5 (0.10%) Apache Solr
13 5 (0.10%) Apache Superset
13 5 (0.10%) Camunda
13 5 (0.10%) Oracle SOA Suite
Applications
1 95 (1.97%) Microsoft Excel
2 28 (0.58%) Chatbot
3 24 (0.50%) Microsoft Office
4 18 (0.37%) CPLEX
5 17 (0.35%) Spreadsheet
6 15 (0.31%) 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%) 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%) Remedy ITSM
2 17 (0.35%) Aladdin
2 17 (0.35%) SAP S/4HANA
3 9 (0.19%) Dynamics CRM
4 8 (0.17%) Front Arena
4 8 (0.17%) Remedy AR System
5 7 (0.15%) SAP IBP
6 6 (0.12%) NetSuite
6 6 (0.12%) Summit
7 5 (0.10%) Oracle EBS
7 5 (0.10%) Sage X3
8 4 (0.083%) Oracle ERP
8 4 (0.083%) Salesforce CRM
9 3 (0.062%) Endur
9 3 (0.062%) Payment Gateway
9 3 (0.062%) Teamcenter
10 2 (0.042%) Actimize
10 2 (0.042%) Global One
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Workday HCM
Cloud Services
1 1,811 (37.59%) AWS
2 1,647 (34.18%) Azure
3 735 (15.26%) GCP
4 618 (12.83%) GitHub
5 421 (8.74%) Serverless
6 420 (8.72%) Power Platform
7 377 (7.82%) Azure DevOps
8 376 (7.80%) GitHub Actions
9 332 (6.89%) Amazon S3
10 307 (6.37%) AWS Lambda
11 279 (5.79%) Snowflake
12 212 (4.40%) dbt
13 199 (4.13%) Azure Data Factory
14 156 (3.24%) Amazon CloudWatch
15 143 (2.97%) AWS CloudFormation
16 139 (2.89%) Amazon EKS
17 133 (2.76%) Entra ID
18 117 (2.43%) Amazon EC2
19 116 (2.41%) Azure Synapse Analytics
20 112 (2.32%) SaaS
Communications & Networking
1 262 (5.44%) Firewall
2 183 (3.80%) DNS
3 146 (3.03%) TCP/IP
4 132 (2.74%) Network Security
5 119 (2.47%) BGP
6 116 (2.41%) VPN
7 107 (2.22%) WAN
8 77 (1.60%) DHCP
9 69 (1.43%) OSPF
10 64 (1.33%) SD-WAN
11 55 (1.14%) BIG-IP
12 54 (1.12%) VLAN
13 49 (1.02%) F5 BIG-IP LTM
14 48 (1.00%) HTTP
15 47 (0.98%) VXLAN
16 45 (0.93%) SSL
17 39 (0.81%) Ethernet VPN
18 36 (0.75%) Wireless
19 35 (0.73%) MPLS
20 33 (0.68%) Internet
Database & Business Intelligence
1 380 (7.89%) Power BI
2 293 (6.08%) Data Warehouse
3 271 (5.62%) PostgreSQL
4 190 (3.94%) SQL Server
5 181 (3.76%) Metadata
6 168 (3.49%) Relational Database
7 165 (3.42%) Tableau
8 153 (3.18%) BigQuery
8 153 (3.18%) Data Lake
9 146 (3.03%) NoSQL
10 111 (2.30%) Amazon RDS
10 111 (2.30%) Amazon Redshift
11 109 (2.26%) Big Data
11 109 (2.26%) Delta Lake
12 107 (2.22%) Amazon Athena
13 91 (1.89%) MongoDB
14 88 (1.83%) DynamoDB
15 77 (1.60%) MySQL
16 63 (1.31%) Redis
17 50 (1.04%) Snowflake Schema
Development Applications
1 658 (13.66%) Git
2 420 (8.72%) Jenkins
3 392 (8.14%) GitLab
4 256 (5.31%) JIRA
5 92 (1.91%) Selenium
6 46 (0.95%) JMeter
6 46 (0.95%) Postman
7 44 (0.91%) SonarQube
8 41 (0.85%) MLflow
9 38 (0.79%) Bitbucket
10 36 (0.75%) Claude Code
11 34 (0.71%) Artifactory
12 28 (0.58%) Cucumber
12 28 (0.58%) Maven
13 27 (0.56%) Gatling
14 26 (0.54%) Sonatype Nexus
15 24 (0.50%) LoadRunner
16 23 (0.48%) Cypress.io
17 22 (0.46%) REST Assured
18 17 (0.35%) Zephyr
General
1 1,117 (23.18%) Social Skills
2 1,069 (22.19%) Finance
3 737 (15.30%) Analytical Skills
4 464 (9.63%) Public Sector
5 410 (8.51%) Banking
6 160 (3.32%) Front Office
7 109 (2.26%) Investment Banking
8 100 (2.08%) Retail
9 91 (1.89%) Inclusion and Diversity
10 87 (1.81%) Marketing
11 83 (1.72%) Documentation Skills
12 70 (1.45%) Telecoms
13 51 (1.06%) Aerospace
14 50 (1.04%) Military
15 45 (0.93%) Pharmaceutical
16 43 (0.89%) Law
17 39 (0.81%) Financial Institution
18 37 (0.77%) Influencing Skills
18 37 (0.77%) Legal
19 36 (0.75%) Publishing
Job Titles
1 837 (17.37%) Senior
2 740 (15.36%) Developer
3 705 (14.63%) Data Engineer
4 438 (9.09%) Lead
5 383 (7.95%) Python Developer
6 300 (6.23%) Python Engineer
7 290 (6.02%) DevOps Engineer
8 260 (5.40%) Analyst
9 247 (5.13%) Artificial Intelligence Engineer
10 245 (5.09%) Software Engineer
11 228 (4.73%) Architect
12 183 (3.80%) AWS Engineer
13 167 (3.47%) Senior Data Engineer
14 166 (3.45%) Senior Developer
15 159 (3.30%) Cloud Engineer
16 158 (3.28%) Platform Engineer
17 157 (3.26%) Data Scientist
18 140 (2.91%) Azure Engineer
19 134 (2.78%) Network Engineer
20 124 (2.57%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,187 (24.64%) Terraform
2 432 (8.97%) REST
3 325 (6.75%) PySpark
4 309 (6.41%) Kafka
5 271 (5.62%) React
6 232 (4.82%) .NET
7 182 (3.78%) JSON
8 179 (3.72%) Django
9 174 (3.61%) FastAPI
10 163 (3.38%) RESTful
11 141 (2.93%) Pandas
12 136 (2.82%) Node.js
13 126 (2.62%) LangChain
14 120 (2.49%) pytest
15 106 (2.20%) Flask
16 103 (2.14%) OAuth
17 100 (2.08%) HTML
18 96 (1.99%) YAML
19 93 (1.93%) PyTorch
20 88 (1.83%) LangGraph
Miscellaneous
1 686 (14.24%) Cloud Native
2 260 (5.40%) Distributed Systems
3 228 (4.73%) AI Agents
4 204 (4.23%) Onboarding
5 143 (2.97%) Data Centre
6 141 (2.93%) Product Ownership
7 125 (2.59%) Data Structures
8 119 (2.47%) Legacy Systems
9 117 (2.43%) Algorithms
10 111 (2.30%) Hybrid Cloud
11 91 (1.89%) Enterprise Software
12 90 (1.87%) Data Protection Act
12 90 (1.87%) Management Information System
13 86 (1.78%) Derivative
14 77 (1.60%) Security Posture
15 73 (1.52%) Equities
16 67 (1.39%) Public Cloud
17 64 (1.33%) PKI
18 56 (1.16%) Self-Motivation
19 55 (1.14%) Fixed Income
Operating Systems
1 646 (13.41%) Linux
2 309 (6.41%) Windows
3 207 (4.30%) Unix
4 138 (2.86%) Red Hat Enterprise Linux
5 81 (1.68%) Windows Server
6 43 (0.89%) Ubuntu
7 31 (0.64%) VMS
8 20 (0.42%) CentOS
9 17 (0.35%) AIX
10 16 (0.33%) 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
14 6 (0.12%) Rocky
15 5 (0.10%) Debian
Processes & Methodologies
1 1,971 (40.91%) CI/CD
2 1,405 (29.16%) DevOps
3 1,316 (27.31%) AI
4 1,085 (22.52%) Agile
5 1,065 (22.10%) Infrastructure as Code
6 977 (20.28%) Analytics
7 860 (17.85%) Data Pipeline
8 794 (16.48%) Problem-Solving
9 785 (16.29%) Software Engineering
10 719 (14.92%) Machine Learning
11 716 (14.86%) Data Engineering
12 669 (13.89%) Containerisation
13 631 (13.10%) Data Modelling
14 619 (12.85%) Observability
15 555 (11.52%) Continuous Improvement
15 555 (11.52%) ETL
16 554 (11.50%) Test Automation
17 519 (10.77%) Validation
18 494 (10.25%) Data Science
19 473 (9.82%) Platform Engineering
Programming Languages
1 1,623 (33.69%) SQL
2 713 (14.80%) Java
3 686 (14.24%) PowerShell
4 668 (13.86%) Bash
5 381 (7.91%) JavaScript
6 306 (6.35%) TypeScript
7 288 (5.98%) C#
8 171 (3.55%) Go
9 131 (2.72%) R
10 122 (2.53%) Shell Script
11 117 (2.43%) Bicep
12 115 (2.39%) C++
13 107 (2.22%) Scala
14 72 (1.49%) Perl
15 56 (1.16%) Data Analysis Expressions
16 52 (1.08%) Groovy
17 51 (1.06%) Rust
18 50 (1.04%) C
19 49 (1.02%) PL/SQL
20 42 (0.87%) Ruby
Qualifications
1 1,166 (24.20%) Security Cleared
2 937 (19.45%) SC Cleared
3 377 (7.82%) Degree
4 217 (4.50%) DV Cleared
5 137 (2.84%) Computer Science Degree
6 135 (2.80%) Azure Certification
7 123 (2.55%) AWS Certification
8 91 (1.89%) BPSS Clearance
8 91 (1.89%) CISSP
9 80 (1.66%) Cisco Certification
10 58 (1.20%) Master's Degree
11 46 (0.95%) Microsoft Certification
12 40 (0.83%) CCNP
13 33 (0.68%) PhD
13 33 (0.68%) VMware Certified Professional (VCP)
14 31 (0.64%) CISM
15 28 (0.58%) AWS Certified Solutions Architect
16 26 (0.54%) CCIE
17 24 (0.50%) DBS Check
18 23 (0.48%) ISTQB
Quality Assurance & Compliance
1 542 (11.25%) Data Quality
2 268 (5.56%) QA
3 107 (2.22%) NIST
4 94 (1.95%) ISO/IEC 27001
5 89 (1.85%) GDPR
6 72 (1.49%) Accessibility
7 35 (0.73%) SLA
8 34 (0.71%) Actionable Recommendations
9 28 (0.58%) NCSC
10 24 (0.50%) WCAG
11 23 (0.48%) PCI DSS
12 20 (0.42%) Sarbanes-Oxley
13 16 (0.33%) SOC 2
14 13 (0.27%) HIPAA
15 10 (0.21%) ISO 20022
16 8 (0.17%) Cyber Essentials
17 6 (0.12%) California Consumer Privacy Act
17 6 (0.12%) MiFID
17 6 (0.12%) NIST 800
18 5 (0.10%) HL7
System Software
1 829 (17.21%) Docker
2 154 (3.20%) Active Directory
3 115 (2.39%) VMware Infrastructure
4 60 (1.25%) Virtual Machines
5 46 (0.95%) Hyper-V
6 34 (0.71%) VMware NSX
7 33 (0.68%) vSphere
8 20 (0.42%) Firmware
8 20 (0.42%) VMware ESXi
9 19 (0.39%) NFS
10 12 (0.25%) Oracle RAC
11 10 (0.21%) Squid
11 10 (0.21%) Virtual Desktop
12 7 (0.15%) Postfix
13 5 (0.10%) KVM
13 5 (0.10%) Slurm Workload Manager
14 4 (0.083%) Ceph
14 4 (0.083%) Dovecot
14 4 (0.083%) HDFS
14 4 (0.083%) PowerHA
Systems Management
1 956 (19.84%) Kubernetes
2 567 (11.77%) Ansible
3 270 (5.60%) Grafana
4 200 (4.15%) Prometheus
5 77 (1.60%) Puppet
6 69 (1.43%) Progress Chef
7 60 (1.25%) Argo
8 34 (0.71%) Single Sign-On
9 26 (0.54%) Control-M
10 24 (0.50%) Istio
10 24 (0.50%) Kibana
10 24 (0.50%) Microsoft Intune
11 21 (0.44%) vCenter Server
12 20 (0.42%) ZABBIX
13 19 (0.39%) Packer
13 19 (0.39%) vRealize
14 18 (0.37%) FortiGate
14 18 (0.37%) Nagios
15 17 (0.35%) HAProxy
16 16 (0.33%) ITRS Geneos
Vendors
1 633 (13.14%) Microsoft
2 493 (10.23%) Databricks
3 304 (6.31%) Google
4 206 (4.28%) Oracle
5 186 (3.86%) Splunk
6 152 (3.15%) VMware
7 138 (2.86%) Cisco
8 132 (2.74%) OpenAI
9 110 (2.28%) ServiceNow
10 91 (1.89%) Red Hat
11 90 (1.87%) Dynatrace
12 85 (1.76%) F5
13 82 (1.70%) Palo Alto
14 76 (1.58%) IBM
15 70 (1.45%) Fortinet
16 66 (1.37%) Foundry
17 62 (1.29%) CyberArk
18 60 (1.25%) Informatica
18 60 (1.25%) SAP
19 50 (1.04%) Arista