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

6 months to
12 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,298 3,305 3,535
As % of all contract jobs in England 11.80% 13.41% 9.30%
As % of the Programming Languages category 40.52% 39.60% 32.10%
Number of daily rates quoted 2,952 2,324 2,520
10th Percentile £363 £393 £400
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £518 £573 £550
Median % change year-on-year -9.52% +4.09% -8.33%
75th Percentile £638 £689 £688
90th Percentile £750 £825 £788
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 84 41 99
10th Percentile £27.50 £21.25 £24.85
25th Percentile £41.77 £25.25 £40.00
Median hourly rate £55.25 £52.50 £57.50
Median % change year-on-year +5.24% -8.70% -11.54%
75th Percentile £74.26 £66.00 £67.50
90th Percentile £80.14 £77.50 £75.31
UK median hourly rate £54.00 £43.50 £51.50
% change year-on-year +24.14% -15.53% -20.77%

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 10,606 8,345 11,012
As % of all contract IT jobs advertised in England 29.11% 33.86% 28.96%
Number of daily rates quoted 7,065 5,584 7,921
10th Percentile £351 £358 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £505 £525 £540
Median % change year-on-year -3.81% -2.78% -6.09%
75th Percentile £613 £650 £656
90th Percentile £725 £775 £768
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -5.41%
Number of hourly rates quoted 453 215 465
10th Percentile £41.94 £25.25 £35.00
25th Percentile £55.00 £40.25 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -7.69%
75th Percentile £70.00 £68.00 £68.75
90th Percentile £77.40 £85.00 £75.00
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -5.51%

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 12 March 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 12 March 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 12 March 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 2,432 £550 -8.33% 1,305
North of England +10 665 £480 -4.00% 499
South East -6 416 £500 -6.10% 684
Yorkshire +3 353 £482 -4.79% 197
Midlands -1 286 £500 +3.41% 259
North West +12 267 £478 -4.50% 225
West Midlands -5 235 £500 - 122
South West -3 222 £538 -6.52% 267
East of England -6 126 £500 - 242
North East +13 51 £475 -7.32% 82
East Midlands -16 50 £447 +5.18% 137
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
1 228 (5.30%) Apache Spark
2 163 (3.79%) Apache Airflow
3 137 (3.19%) Confluence
4 119 (2.77%) Apache
5 63 (1.47%) SAS
6 51 (1.19%) SharePoint
7 25 (0.58%) Microsoft Exchange
8 23 (0.54%) Jupyter
9 20 (0.47%) OpenStack
9 20 (0.47%) Palantir Foundry
10 19 (0.44%) Appian
11 12 (0.28%) nginx
12 10 (0.23%) Camunda
13 7 (0.16%) CMS
14 6 (0.14%) ArcGIS
15 5 (0.12%) Apache Superset
16 4 (0.093%) Oracle Application Server
17 3 (0.070%) Ethereum
17 3 (0.070%) Hyperledger
17 3 (0.070%) WebSphere
Applications
1 113 (2.63%) Microsoft Excel
2 29 (0.67%) Chatbot
3 24 (0.56%) Microsoft Office
4 21 (0.49%) MS Visio
5 20 (0.47%) Microsoft PowerPoint
6 11 (0.26%) Spreadsheet
7 8 (0.19%) Weka
8 4 (0.093%) Microsoft Project
9 3 (0.070%) LaTeX
10 2 (0.047%) CPLEX
Business Applications
1 24 (0.56%) Aladdin
2 12 (0.28%) Fidessa
3 8 (0.19%) SAP S/4HANA
4 4 (0.093%) Bloomberg AIM
5 3 (0.070%) Actimize
5 3 (0.070%) BambooHR
6 2 (0.047%) Cloudability
6 2 (0.047%) NEC Housing
6 2 (0.047%) NetSuite
6 2 (0.047%) Oracle EBS
6 2 (0.047%) Remedy ITSM
6 2 (0.047%) Shopify
7 1 (0.023%) Advent Geneva
7 1 (0.023%) Cerner Millennium
7 1 (0.023%) ION MarketView
7 1 (0.023%) RMDS
7 1 (0.023%) Salesforce CRM
7 1 (0.023%) SAP BPC
7 1 (0.023%) SimCorp Dimension
7 1 (0.023%) Teamcenter
Cloud Services
1 1,650 (38.39%) AWS
2 1,503 (34.97%) Azure
3 704 (16.38%) GCP
4 589 (13.70%) GitHub
5 444 (10.33%) Power Platform
6 416 (9.68%) Serverless
7 325 (7.56%) Azure DevOps
8 290 (6.75%) GitHub Actions
9 284 (6.61%) Amazon S3
10 267 (6.21%) AWS Lambda
11 237 (5.51%) Azure Data Factory
12 213 (4.96%) Snowflake
13 183 (4.26%) AWS CloudFormation
14 161 (3.75%) OpenShift
15 148 (3.44%) Amazon EKS
16 143 (3.33%) Azure Synapse Analytics
17 130 (3.02%) dbt
18 124 (2.89%) Amazon ECS
19 107 (2.49%) Amazon EC2
20 101 (2.35%) Amazon CloudWatch
Communications & Networking
1 179 (4.16%) Firewall
2 127 (2.95%) DNS
3 95 (2.21%) TCP/IP
4 92 (2.14%) Network Security
5 69 (1.61%) VPN
6 55 (1.28%) BGP
7 54 (1.26%) WAN
8 47 (1.09%) HTTP
9 39 (0.91%) Wireshark
10 36 (0.84%) SSL
11 35 (0.81%) MPLS
12 32 (0.74%) DHCP
13 29 (0.67%) SD-WAN
14 28 (0.65%) LAN
15 27 (0.63%) OSPF
16 23 (0.54%) SAN
16 23 (0.54%) VLAN
17 22 (0.51%) BIG-IP
18 21 (0.49%) Multicast
18 21 (0.49%) VXLAN
Database & Business Intelligence
1 372 (8.66%) Power BI
2 323 (7.52%) PostgreSQL
3 256 (5.96%) Data Warehouse
4 198 (4.61%) NoSQL
5 197 (4.58%) Data Lake
6 177 (4.12%) Relational Database
6 177 (4.12%) SQL Server
7 142 (3.30%) Tableau
8 127 (2.95%) Big Data
9 118 (2.75%) Metadata
10 106 (2.47%) BigQuery
11 103 (2.40%) Delta Lake
12 99 (2.30%) MySQL
13 94 (2.19%) Amazon Redshift
14 93 (2.16%) Amazon RDS
15 86 (2.00%) Azure SQL Database
16 81 (1.88%) MongoDB
17 74 (1.72%) Amazon Athena
18 71 (1.65%) Hadoop
19 57 (1.33%) DynamoDB
Development Applications
1 535 (12.45%) Git
2 446 (10.38%) Jenkins
3 350 (8.14%) GitLab
4 257 (5.98%) JIRA
5 77 (1.79%) MLflow
6 75 (1.74%) Selenium
7 43 (1.00%) Postman
8 39 (0.91%) Cucumber
9 38 (0.88%) Bitbucket
10 31 (0.72%) JUnit
11 30 (0.70%) Sonatype Nexus
12 29 (0.67%) JMeter
13 25 (0.58%) SpecFlow
14 22 (0.51%) Cypress.io
15 21 (0.49%) Artifactory
16 20 (0.47%) CircleCI
16 20 (0.47%) Maven
17 19 (0.44%) Robot Framework
18 18 (0.42%) Gatling
19 17 (0.40%) SonarQube
General
1 1,107 (25.76%) Social Skills
2 902 (20.99%) Finance
3 622 (14.47%) Analytical Skills
4 393 (9.14%) Public Sector
5 370 (8.61%) Banking
6 171 (3.98%) Front Office
7 118 (2.75%) Documentation Skills
8 88 (2.05%) Investment Banking
9 60 (1.40%) Marketing
9 60 (1.40%) Retail
10 58 (1.35%) Pharmaceutical
11 53 (1.23%) Financial Institution
12 50 (1.16%) Inclusion and Diversity
12 50 (1.16%) Telecoms
13 41 (0.95%) Legal
14 39 (0.91%) Manufacturing
15 38 (0.88%) Influencing Skills
16 32 (0.74%) Presentation Skills
17 30 (0.70%) Military
18 22 (0.51%) Publishing
Job Titles
1 810 (18.85%) Developer
2 611 (14.22%) Data Engineer
3 589 (13.70%) Senior
4 355 (8.26%) Python Developer
5 304 (7.07%) Lead
6 280 (6.51%) Architect
7 239 (5.56%) DevOps Engineer
8 237 (5.51%) Analyst
9 230 (5.35%) Software Engineer
10 215 (5.00%) Python Engineer
11 207 (4.82%) Artificial Intelligence Engineer
12 184 (4.28%) AWS Engineer
13 177 (4.12%) Data Scientist
14 134 (3.12%) Azure Engineer
15 133 (3.09%) Platform Engineer
16 127 (2.95%) Senior Developer
17 114 (2.65%) Data Analyst
17 114 (2.65%) Full-Stack Developer
17 114 (2.65%) Senior Data Engineer
18 101 (2.35%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 375 (8.72%) REST
2 319 (7.42%) React
3 307 (7.14%) Kafka
4 262 (6.10%) PySpark
5 230 (5.35%) Node.js
6 201 (4.68%) PyTorch
7 185 (4.30%) Pandas
8 174 (4.05%) .NET
9 168 (3.91%) RESTful
10 166 (3.86%) TensorFlow
11 152 (3.54%) FastAPI
12 133 (3.09%) NumPy
12 133 (3.09%) scikit-learn
13 125 (2.91%) AngularJS
14 108 (2.51%) JSON
15 101 (2.35%) LangChain
16 95 (2.21%) Flask
16 95 (2.21%) LDAP
16 95 (2.21%) pytest
17 93 (2.16%) Django
Miscellaneous
1 434 (10.10%) Cloud Native
2 168 (3.91%) Algorithms
3 163 (3.79%) Distributed Systems
4 120 (2.79%) Equities
5 118 (2.75%) Product Ownership
6 114 (2.65%) Fixed Income
7 107 (2.49%) Data Protection Act
8 103 (2.40%) Derivative
9 93 (2.16%) AI Agents
10 92 (2.14%) Data Structures
11 90 (2.09%) Onboarding
12 85 (1.98%) Security Posture
13 81 (1.88%) Enterprise Software
13 81 (1.88%) Hybrid Cloud
14 74 (1.72%) Public Cloud
15 71 (1.65%) Data Centre
16 68 (1.58%) Management Information System
17 67 (1.56%) Legacy Systems
18 58 (1.35%) Hedge funds
19 54 (1.26%) Foreign Exchange (FX)
Operating Systems
1 584 (13.59%) Linux
2 263 (6.12%) Windows
3 153 (3.56%) Unix
4 75 (1.74%) Red Hat Enterprise Linux
5 54 (1.26%) Windows Server
6 32 (0.74%) Android
6 32 (0.74%) Ubuntu
7 29 (0.67%) VMS
8 22 (0.51%) CentOS
9 17 (0.40%) Apple iOS
10 15 (0.35%) Mac OS
11 14 (0.33%) Solaris
12 11 (0.26%) AIX
13 9 (0.21%) Kali Linux
13 9 (0.21%) Windows 7
14 5 (0.12%) Debian
14 5 (0.12%) zOS
15 4 (0.093%) Amazon Linux
16 3 (0.070%) Embedded Linux
16 3 (0.070%) Robot Operating System
Processes & Methodologies
1 1,569 (36.51%) CI/CD
2 1,228 (28.57%) DevOps
3 1,013 (23.57%) Agile
4 951 (22.13%) AI
5 927 (21.57%) Problem-Solving
6 898 (20.89%) Analytics
7 735 (17.10%) Infrastructure as Code
8 721 (16.78%) Machine Learning
9 703 (16.36%) Data Pipeline
10 666 (15.50%) Containerisation
11 626 (14.56%) Data Engineering
12 594 (13.82%) Data Modelling
13 591 (13.75%) ETL
14 536 (12.47%) Data Science
15 526 (12.24%) Software Engineering
16 510 (11.87%) Test Automation
17 437 (10.17%) Business Intelligence
18 416 (9.68%) Observability
19 373 (8.68%) LLM
20 328 (7.63%) Data Governance
Programming Languages
1 1,424 (33.13%) SQL
2 637 (14.82%) Java
3 546 (12.70%) PowerShell
4 495 (11.52%) Bash
5 420 (9.77%) JavaScript
6 287 (6.68%) TypeScript
7 285 (6.63%) C#
8 201 (4.68%) Go
9 149 (3.47%) C++
10 132 (3.07%) R
11 110 (2.56%) Scala
12 103 (2.40%) Shell Script
13 80 (1.86%) Perl
14 78 (1.81%) Ruby
15 65 (1.51%) Bicep
16 55 (1.28%) Kusto Query Language
17 47 (1.09%) C
18 43 (1.00%) VBA
19 42 (0.98%) Data Analysis Expressions
20 35 (0.81%) PHP
Qualifications
1 985 (22.92%) Security Cleared
2 779 (18.12%) SC Cleared
3 394 (9.17%) Degree
4 193 (4.49%) Computer Science Degree
5 135 (3.14%) DV Cleared
6 105 (2.44%) Master's Degree
7 96 (2.23%) AWS Certification
8 88 (2.05%) Azure Certification
9 87 (2.02%) BPSS Clearance
10 86 (2.00%) CISSP
11 62 (1.44%) Cisco Certification
12 47 (1.09%) CCNP
13 43 (1.00%) CISM
14 41 (0.95%) PhD
15 30 (0.70%) Microsoft Certification
16 28 (0.65%) Microsoft Certified Professional
17 26 (0.60%) AWS Certified Solutions Architect
17 26 (0.60%) CCIE
17 26 (0.60%) CEH
18 25 (0.58%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 409 (9.52%) Data Quality
2 180 (4.19%) QA
3 160 (3.72%) GDPR
4 97 (2.26%) NIST
5 82 (1.91%) ISO/IEC 27001
6 49 (1.14%) Accessibility
7 27 (0.63%) Sarbanes-Oxley
8 25 (0.58%) PCI DSS
9 24 (0.56%) SLA
10 21 (0.49%) HIPAA
10 21 (0.49%) NCSC
11 14 (0.33%) Actionable Recommendations
12 12 (0.28%) EU AI Act
12 12 (0.28%) SOC 2
13 11 (0.26%) WCAG
14 10 (0.23%) MiFID
14 10 (0.23%) PSD2
15 9 (0.21%) Cyber Essentials
15 9 (0.21%) EMIR
16 7 (0.16%) PMO
System Software
1 819 (19.06%) Docker
2 160 (3.72%) Active Directory
3 101 (2.35%) VMware Infrastructure
4 49 (1.14%) Virtual Machines
4 49 (1.14%) vSphere
5 41 (0.95%) VMware NSX
6 22 (0.51%) Firmware
7 20 (0.47%) Hyper-V
8 15 (0.35%) KVM
9 10 (0.23%) Slurm Workload Manager
9 10 (0.23%) VMware ESXi
10 9 (0.21%) GPFS
10 9 (0.21%) HDFS
10 9 (0.21%) Lustre
11 5 (0.12%) Postfix
12 4 (0.093%) Active Directory Lightweight Directory Services
12 4 (0.093%) Virtual Desktop
12 4 (0.093%) Virtual Servers
13 3 (0.070%) Ceph
13 3 (0.070%) Embedded Firmware
Systems Management
1 922 (21.45%) Terraform
2 911 (21.20%) Kubernetes
3 459 (10.68%) Ansible
4 284 (6.61%) Grafana
5 257 (5.98%) Prometheus
6 85 (1.98%) Argo
7 69 (1.61%) Puppet
8 41 (0.95%) Istio
9 35 (0.81%) Kibana
10 34 (0.79%) Nessus
11 32 (0.74%) vCenter Server
12 27 (0.63%) Control-M
13 26 (0.60%) Progress Chef
14 25 (0.58%) IBM Guardium
15 23 (0.54%) Single Sign-On
16 20 (0.47%) Rancher
17 19 (0.44%) Microsoft Intune
18 16 (0.37%) Kubeflow
19 15 (0.35%) ITRS Geneos
19 15 (0.35%) vRealize
Vendors
1 541 (12.59%) Microsoft
2 445 (10.35%) Databricks
3 257 (5.98%) Google
4 199 (4.63%) Splunk
5 187 (4.35%) Oracle
6 167 (3.89%) VMware
7 133 (3.09%) Red Hat
8 103 (2.40%) OpenAI
9 99 (2.30%) Cisco
10 87 (2.02%) ServiceNow
11 82 (1.91%) CyberArk
12 75 (1.74%) Foundry
13 66 (1.54%) BeyondTrust
14 58 (1.35%) F5
15 52 (1.21%) Palo Alto
16 50 (1.16%) Informatica
17 44 (1.02%) IBM
18 39 (0.91%) Dynatrace
19 38 (0.88%) Atlassian
19 38 (0.88%) SAP