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

6 months to
24 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,244 3,295 3,533
As % of all contract jobs in England 12.13% 12.98% 9.36%
As % of the Programming Languages category 40.82% 38.76% 31.99%
Number of daily rates quoted 2,908 2,254 2,536
10th Percentile £363 £386 £400
25th Percentile £420 £463 £466
Median daily rate (50th Percentile) £518 £575 £558
Median % change year-on-year -9.91% +3.14% -7.08%
75th Percentile £638 £696 £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 83 43 100
10th Percentile £27.50 £21.25 £25.49
25th Percentile £41.25 £25.75 £42.44
Median hourly rate £55.00 £52.50 £60.00
Median % change year-on-year +4.76% -12.50% -7.69%
75th Percentile £74.26 £69.38 £70.00
90th Percentile £80.16 £86.00 £76.53
UK median hourly rate £54.00 £45.00 £60.00
% change year-on-year +20.00% -25.00% -7.69%

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 10,398 8,500 11,043
As % of all contract IT jobs advertised in England 29.72% 33.49% 29.25%
Number of daily rates quoted 6,959 5,540 7,960
10th Percentile £352 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £508 £525 £550
Median % change year-on-year -3.33% -4.55% -4.35%
75th Percentile £614 £650 £658
90th Percentile £725 £775 £763
UK median daily rate £500 £525 £530
% change year-on-year -4.76% -0.94% -5.36%
Number of hourly rates quoted 430 206 467
10th Percentile £41.25 £25.26 £35.51
25th Percentile £54.06 £41.75 £46.25
Median hourly rate £65.00 £62.75 £60.00
Median % change year-on-year +3.59% +4.58% -7.69%
75th Percentile £70.00 £68.75 £69.62
90th Percentile £77.50 £85.00 £76.53
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -7.16%

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 24 February 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 24 February 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 24 February 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 0 2,416 £550 -8.33% 1,024
North of England +12 665 £475 -5.00% 443
South East -4 417 £492 -8.68% 606
Yorkshire +8 355 £487 -2.55% 151
Midlands +2 277 £500 +4.82% 223
North West +11 268 £461 -2.89% 222
West Midlands -2 230 £500 - 106
South West -7 193 £550 -8.33% 241
East of England +1 131 £525 +6.06% 190
North East +3 47 £475 -7.32% 71
East Midlands -19 46 £444 +11.64% 116
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
1 208 (4.90%) Apache Spark
2 164 (3.86%) Apache Airflow
3 133 (3.13%) Confluence
4 116 (2.73%) Apache
5 68 (1.60%) SAS
6 53 (1.25%) SharePoint
7 27 (0.64%) Microsoft Exchange
8 24 (0.57%) OpenStack
9 23 (0.54%) Jupyter
10 20 (0.47%) Appian
10 20 (0.47%) Palantir Foundry
11 15 (0.35%) nginx
12 8 (0.19%) Camunda
13 6 (0.14%) ArcGIS
13 6 (0.14%) CMS
14 4 (0.094%) Apache Superset
14 4 (0.094%) Oracle Application Server
14 4 (0.094%) Traefik
15 3 (0.071%) Ethereum
15 3 (0.071%) Hyperledger
Applications
1 110 (2.59%) Microsoft Excel
2 29 (0.68%) Chatbot
3 24 (0.57%) Microsoft Office
4 19 (0.45%) Microsoft PowerPoint
5 18 (0.42%) MS Visio
6 10 (0.24%) Spreadsheet
7 8 (0.19%) Weka
8 3 (0.071%) LaTeX
8 3 (0.071%) Microsoft Project
8 3 (0.071%) Mozilla Thunderbird
9 1 (0.024%) CPLEX
9 1 (0.024%) Maya
9 1 (0.024%) NUKE
9 1 (0.024%) Trello
Business Applications
1 18 (0.42%) Aladdin
2 12 (0.28%) Fidessa
3 6 (0.14%) SAP S/4HANA
4 4 (0.094%) Bloomberg AIM
5 3 (0.071%) Actimize
6 2 (0.047%) Cloudability
6 2 (0.047%) Dynamics CRM
6 2 (0.047%) NEC Housing
6 2 (0.047%) Remedy ITSM
6 2 (0.047%) Shopify
7 1 (0.024%) Advent Geneva
7 1 (0.024%) Cerner Millennium
7 1 (0.024%) IntelliMatch
7 1 (0.024%) ION MarketView
7 1 (0.024%) Loan IQ
7 1 (0.024%) NetSuite
7 1 (0.024%) Salesforce CRM
7 1 (0.024%) SAP BPC
7 1 (0.024%) SAP ERP
7 1 (0.024%) SAP IBP
Cloud Services
1 1,650 (38.88%) AWS
2 1,442 (33.98%) Azure
3 693 (16.33%) GCP
4 565 (13.31%) GitHub
5 422 (9.94%) Power Platform
6 420 (9.90%) Serverless
7 301 (7.09%) Azure DevOps
8 290 (6.83%) Amazon S3
9 284 (6.69%) GitHub Actions
10 267 (6.29%) AWS Lambda
11 220 (5.18%) Azure Data Factory
12 202 (4.76%) Snowflake
13 184 (4.34%) AWS CloudFormation
14 153 (3.61%) OpenShift
15 141 (3.32%) Amazon EKS
16 134 (3.16%) Azure Synapse Analytics
17 130 (3.06%) Amazon ECS
18 126 (2.97%) dbt
19 120 (2.83%) Amazon EC2
20 116 (2.73%) Amazon CloudWatch
Communications & Networking
1 189 (4.45%) Firewall
2 133 (3.13%) DNS
3 100 (2.36%) TCP/IP
4 97 (2.29%) Network Security
5 73 (1.72%) VPN
6 54 (1.27%) BGP
7 47 (1.11%) SSL
8 45 (1.06%) WAN
9 43 (1.01%) HTTP
10 40 (0.94%) Wireshark
11 31 (0.73%) MPLS
12 30 (0.71%) LAN
13 29 (0.68%) DHCP
14 28 (0.66%) OSPF
15 24 (0.57%) Wireless
16 23 (0.54%) BIG-IP
16 23 (0.54%) SD-WAN
16 23 (0.54%) VLAN
17 21 (0.49%) SSH
18 20 (0.47%) Multicast
Database & Business Intelligence
1 349 (8.22%) Power BI
2 324 (7.63%) PostgreSQL
3 244 (5.75%) Data Warehouse
4 209 (4.92%) NoSQL
5 193 (4.55%) Data Lake
6 177 (4.17%) Relational Database
7 167 (3.93%) SQL Server
8 135 (3.18%) Tableau
9 131 (3.09%) Big Data
10 107 (2.52%) Metadata
11 104 (2.45%) BigQuery
12 102 (2.40%) Amazon RDS
13 100 (2.36%) MySQL
14 97 (2.29%) Delta Lake
15 86 (2.03%) Amazon Redshift
16 81 (1.91%) Azure SQL Database
17 77 (1.81%) MongoDB
18 71 (1.67%) Amazon Athena
19 70 (1.65%) Hadoop
20 64 (1.51%) Elasticsearch
Development Applications
1 516 (12.16%) Git
2 449 (10.58%) Jenkins
3 358 (8.44%) GitLab
4 255 (6.01%) JIRA
5 78 (1.84%) MLflow
6 70 (1.65%) Selenium
7 42 (0.99%) Postman
8 38 (0.90%) Cucumber
9 33 (0.78%) Bitbucket
10 30 (0.71%) Sonatype Nexus
11 28 (0.66%) JUnit
12 27 (0.64%) Liquibase
13 25 (0.59%) JMeter
14 24 (0.57%) SpecFlow
15 23 (0.54%) Maven
16 22 (0.52%) Artifactory
17 21 (0.49%) CircleCI
17 21 (0.49%) Cypress.io
18 20 (0.47%) Android Studio
19 19 (0.45%) SonarQube
General
1 1,141 (26.89%) Social Skills
2 887 (20.90%) Finance
3 611 (14.40%) Analytical Skills
4 376 (8.86%) Public Sector
5 371 (8.74%) Banking
6 168 (3.96%) Front Office
7 119 (2.80%) Documentation Skills
8 94 (2.21%) Investment Banking
9 61 (1.44%) Marketing
10 60 (1.41%) Financial Institution
10 60 (1.41%) Pharmaceutical
10 60 (1.41%) Retail
11 54 (1.27%) Inclusion and Diversity
12 53 (1.25%) Telecoms
13 38 (0.90%) Legal
13 38 (0.90%) Manufacturing
14 35 (0.82%) Presentation Skills
15 34 (0.80%) Influencing Skills
16 30 (0.71%) Military
17 20 (0.47%) Electronics
Job Titles
1 790 (18.61%) Developer
2 597 (14.07%) Senior
3 585 (13.78%) Data Engineer
4 339 (7.99%) Python Developer
5 280 (6.60%) Lead
6 267 (6.29%) Architect
7 256 (6.03%) DevOps Engineer
8 249 (5.87%) Analyst
9 228 (5.37%) Software Engineer
10 218 (5.14%) Python Engineer
11 206 (4.85%) Artificial Intelligence Engineer
12 196 (4.62%) AWS Engineer
13 178 (4.19%) Data Scientist
14 135 (3.18%) Platform Engineer
15 134 (3.16%) Senior Developer
16 125 (2.95%) Azure Engineer
17 120 (2.83%) Data Analyst
18 115 (2.71%) Full-Stack Developer
19 114 (2.69%) Senior Data Engineer
20 108 (2.54%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 363 (8.55%) REST
2 318 (7.49%) React
3 301 (7.09%) Kafka
4 248 (5.84%) PySpark
5 227 (5.35%) Node.js
6 193 (4.55%) PyTorch
7 182 (4.29%) Pandas
8 180 (4.24%) RESTful
9 169 (3.98%) .NET
10 161 (3.79%) TensorFlow
11 155 (3.65%) FastAPI
12 136 (3.20%) NumPy
13 129 (3.04%) scikit-learn
14 125 (2.95%) AngularJS
15 106 (2.50%) LangChain
16 101 (2.38%) pytest
17 97 (2.29%) LDAP
18 96 (2.26%) JSON
19 95 (2.24%) Flask
20 93 (2.19%) Django
Miscellaneous
1 416 (9.80%) Cloud Native
2 167 (3.93%) Algorithms
3 166 (3.91%) Distributed Systems
4 115 (2.71%) Equities
4 115 (2.71%) Product Ownership
5 108 (2.54%) Data Protection Act
6 105 (2.47%) Fixed Income
7 96 (2.26%) Data Structures
7 96 (2.26%) Derivative
8 91 (2.14%) Onboarding
9 88 (2.07%) Security Posture
10 83 (1.96%) Enterprise Software
11 82 (1.93%) AI Agents
12 79 (1.86%) Hybrid Cloud
12 79 (1.86%) Public Cloud
13 72 (1.70%) Management Information System
14 66 (1.56%) Foreign Exchange (FX)
15 64 (1.51%) Legacy Systems
16 59 (1.39%) Hedge funds
17 58 (1.37%) Data Centre
Operating Systems
1 618 (14.56%) Linux
2 261 (6.15%) Windows
3 167 (3.93%) Unix
4 80 (1.89%) Red Hat Enterprise Linux
5 49 (1.15%) Windows Server
6 37 (0.87%) Android
6 37 (0.87%) Ubuntu
7 34 (0.80%) VMS
8 27 (0.64%) CentOS
9 20 (0.47%) Apple iOS
10 18 (0.42%) Solaris
11 17 (0.40%) Mac OS
12 10 (0.24%) Windows 7
13 9 (0.21%) Kali Linux
14 8 (0.19%) Amazon Linux
15 5 (0.12%) Debian
16 3 (0.071%) AIX
16 3 (0.071%) Embedded Linux
16 3 (0.071%) Windows 10
16 3 (0.071%) zOS
Processes & Methodologies
1 1,541 (36.31%) CI/CD
2 1,207 (28.44%) DevOps
3 1,015 (23.92%) Agile
4 938 (22.10%) Problem-Solving
5 919 (21.65%) AI
6 847 (19.96%) Analytics
7 743 (17.51%) Infrastructure as Code
8 695 (16.38%) Machine Learning
9 670 (15.79%) Data Pipeline
10 668 (15.74%) Containerisation
11 603 (14.21%) Data Engineering
12 559 (13.17%) ETL
13 554 (13.05%) Data Modelling
14 535 (12.61%) Data Science
15 518 (12.21%) Software Engineering
16 490 (11.55%) Test Automation
17 405 (9.54%) Business Intelligence
18 393 (9.26%) Observability
19 366 (8.62%) LLM
20 326 (7.68%) Computer Science
Programming Languages
1 1,373 (32.35%) SQL
2 644 (15.17%) Java
3 534 (12.58%) PowerShell
4 510 (12.02%) Bash
5 449 (10.58%) JavaScript
6 284 (6.69%) C#
7 276 (6.50%) TypeScript
8 217 (5.11%) Go
9 163 (3.84%) C++
10 137 (3.23%) R
11 111 (2.62%) Shell Script
12 106 (2.50%) Scala
13 91 (2.14%) Perl
14 75 (1.77%) Ruby
15 58 (1.37%) Kusto Query Language
16 57 (1.34%) Bicep
17 48 (1.13%) VBA
18 46 (1.08%) C
19 36 (0.85%) PHP
19 36 (0.85%) Rust
Qualifications
1 974 (22.95%) Security Cleared
2 777 (18.31%) SC Cleared
3 403 (9.50%) Degree
4 205 (4.83%) Computer Science Degree
5 131 (3.09%) DV Cleared
6 111 (2.62%) AWS Certification
6 111 (2.62%) Master's Degree
7 86 (2.03%) CISSP
8 85 (2.00%) Azure Certification
8 85 (2.00%) BPSS Clearance
9 59 (1.39%) Cisco Certification
10 43 (1.01%) CCNP
11 42 (0.99%) CISM
12 40 (0.94%) PhD
13 31 (0.73%) VMware Certified Professional (VCP)
14 30 (0.71%) Microsoft Certification
15 29 (0.68%) AWS Certified Solutions Architect
16 28 (0.66%) Microsoft Certified Professional
17 27 (0.64%) CEH
18 26 (0.61%) OSCP
Quality Assurance & Compliance
1 378 (8.91%) Data Quality
2 172 (4.05%) QA
3 158 (3.72%) GDPR
4 97 (2.29%) NIST
5 79 (1.86%) ISO/IEC 27001
6 49 (1.15%) Accessibility
7 26 (0.61%) Sarbanes-Oxley
8 24 (0.57%) HIPAA
9 23 (0.54%) PCI DSS
10 21 (0.49%) NCSC
11 19 (0.45%) SLA
12 12 (0.28%) EU AI Act
12 12 (0.28%) SOC 2
13 11 (0.26%) WCAG
14 10 (0.24%) Actionable Recommendations
14 10 (0.24%) MiFID
14 10 (0.24%) PSD2
15 9 (0.21%) Cyber Essentials
15 9 (0.21%) EMIR
16 7 (0.16%) PMO
System Software
1 848 (19.98%) Docker
2 165 (3.89%) Active Directory
3 104 (2.45%) VMware Infrastructure
4 47 (1.11%) Virtual Machines
5 44 (1.04%) vSphere
6 42 (0.99%) VMware NSX
7 19 (0.45%) Hyper-V
8 18 (0.42%) Firmware
9 15 (0.35%) KVM
10 11 (0.26%) VMware ESXi
11 10 (0.24%) HDFS
11 10 (0.24%) Slurm Workload Manager
12 9 (0.21%) GPFS
12 9 (0.21%) Lustre
13 7 (0.16%) Postfix
13 7 (0.16%) Squid
14 4 (0.094%) Active Directory Lightweight Directory Services
14 4 (0.094%) DFS Replication
14 4 (0.094%) NFS
14 4 (0.094%) Oracle RAC
Systems Management
1 940 (22.15%) Terraform
2 923 (21.75%) Kubernetes
3 464 (10.93%) Ansible
4 282 (6.64%) Grafana
5 259 (6.10%) Prometheus
6 84 (1.98%) Argo
7 68 (1.60%) Puppet
8 43 (1.01%) Kibana
9 40 (0.94%) Istio
10 38 (0.90%) Nessus
11 28 (0.66%) vCenter Server
12 27 (0.64%) Control-M
13 26 (0.61%) Single Sign-On
14 23 (0.54%) IBM Guardium
14 23 (0.54%) Progress Chef
15 22 (0.52%) vRealize
16 21 (0.49%) Microsoft Intune
17 18 (0.42%) ITRS Geneos
18 17 (0.40%) Nmap
18 17 (0.40%) Rancher
Vendors
1 533 (12.56%) Microsoft
2 425 (10.01%) Databricks
3 257 (6.06%) Google
4 209 (4.92%) Splunk
5 198 (4.67%) Oracle
6 178 (4.19%) VMware
7 139 (3.28%) Red Hat
8 104 (2.45%) OpenAI
9 96 (2.26%) Cisco
10 93 (2.19%) ServiceNow
11 83 (1.96%) CyberArk
12 73 (1.72%) Foundry
13 67 (1.58%) F5
14 65 (1.53%) BeyondTrust
15 62 (1.46%) Palo Alto
16 46 (1.08%) Informatica
17 41 (0.97%) IBM
18 38 (0.90%) Atlassian
19 37 (0.87%) Dynatrace
19 37 (0.87%) SAP