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

6 months to
21 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,228 3,339 3,540
As % of all contract jobs in England 12.10% 12.92% 9.33%
As % of the Programming Languages category 40.69% 38.64% 31.89%
Number of daily rates quoted 2,885 2,279 2,532
10th Percentile £361 £388 £400
25th Percentile £420 £463 £474
Median daily rate (50th Percentile) £518 £575 £563
Median % change year-on-year -10.00% +2.22% -6.25%
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 87 43 105
10th Percentile £27.50 £21.25 £26.84
25th Percentile £41.25 £25.75 £46.18
Median hourly rate £54.50 £52.50 £60.00
Median % change year-on-year +3.81% -12.50% -7.69%
75th Percentile £74.26 £69.38 £70.00
90th Percentile £80.08 £86.00 £77.50
UK median hourly rate £52.50 £45.00 £60.00
% change year-on-year +16.67% -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 10,390 8,641 11,099
As % of all contract IT jobs advertised in England 29.73% 33.42% 29.24%
Number of daily rates quoted 6,919 5,630 7,987
10th Percentile £352 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £506 £525 £550
Median % change year-on-year -3.71% -4.55% -4.35%
75th Percentile £614 £650 £660
90th Percentile £725 £775 £763
UK median daily rate £500 £525 £532
% change year-on-year -4.76% -1.32% -5.42%
Number of hourly rates quoted 436 204 473
10th Percentile £41.25 £25.26 £36.26
25th Percentile £53.53 £42.88 £46.25
Median hourly rate £65.00 £63.00 £60.50
Median % change year-on-year +3.17% +4.13% -6.92%
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.00 £77.50
UK median hourly rate £65.00 £62.50 £60.07
% change year-on-year +4.00% +4.05% -7.58%

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 21 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 21 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 21 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 2,414 £550 -8.33% 1,070
North of England +11 654 £475 -5.00% 453
South East -3 413 £492 -10.55% 656
Yorkshire +7 349 £487 -2.60% 151
Midlands +1 277 £500 +5.04% 245
North West +10 263 £460 -4.27% 230
West Midlands -1 232 £500 - 115
South West -6 193 £550 -8.33% 254
East of England +1 132 £525 +5.00% 210
North East 0 47 £475 -7.32% 73
East Midlands -17 44 £441 +10.85% 128
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
1 206 (4.87%) Apache Spark
2 162 (3.83%) Apache Airflow
3 130 (3.07%) Confluence
4 116 (2.74%) Apache
5 67 (1.58%) SAS
6 53 (1.25%) SharePoint
7 27 (0.64%) Microsoft Exchange
8 26 (0.61%) OpenStack
9 22 (0.52%) Jupyter
10 20 (0.47%) Appian
11 19 (0.45%) Palantir Foundry
12 16 (0.38%) nginx
13 8 (0.19%) Camunda
14 6 (0.14%) ArcGIS
14 6 (0.14%) CMS
15 5 (0.12%) Oracle Application Server
16 4 (0.095%) Apache Pig
16 4 (0.095%) Apache Superset
16 4 (0.095%) Traefik
17 3 (0.071%) Ethereum
Applications
1 111 (2.63%) Microsoft Excel
2 29 (0.69%) Chatbot
3 24 (0.57%) Microsoft Office
4 19 (0.45%) Microsoft PowerPoint
5 18 (0.43%) MS Visio
6 10 (0.24%) Spreadsheet
7 8 (0.19%) Weka
8 4 (0.095%) Mozilla Thunderbird
9 3 (0.071%) LaTeX
9 3 (0.071%) Microsoft Project
10 2 (0.047%) Maya
10 2 (0.047%) NUKE
11 1 (0.024%) CPLEX
11 1 (0.024%) Trello
Business Applications
1 18 (0.43%) Aladdin
2 12 (0.28%) Fidessa
3 6 (0.14%) SAP S/4HANA
4 4 (0.095%) 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%) 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%) RMDS
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 1,634 (38.65%) AWS
2 1,439 (34.04%) Azure
3 697 (16.49%) GCP
4 563 (13.32%) GitHub
5 421 (9.96%) Power Platform
6 420 (9.93%) Serverless
7 299 (7.07%) Azure DevOps
8 294 (6.95%) Amazon S3
9 285 (6.74%) GitHub Actions
10 266 (6.29%) AWS Lambda
11 217 (5.13%) Azure Data Factory
12 204 (4.82%) Snowflake
13 182 (4.30%) AWS CloudFormation
14 150 (3.55%) OpenShift
15 141 (3.33%) Amazon EKS
16 133 (3.15%) Azure Synapse Analytics
17 129 (3.05%) Amazon ECS
18 127 (3.00%) dbt
19 121 (2.86%) Amazon EC2
20 117 (2.77%) Amazon CloudWatch
Communications & Networking
1 188 (4.45%) Firewall
2 135 (3.19%) DNS
3 100 (2.37%) TCP/IP
4 97 (2.29%) Network Security
5 73 (1.73%) VPN
6 59 (1.40%) BGP
7 47 (1.11%) SSL
7 47 (1.11%) WAN
8 45 (1.06%) HTTP
9 40 (0.95%) Wireshark
10 33 (0.78%) MPLS
11 32 (0.76%) LAN
12 31 (0.73%) OSPF
13 29 (0.69%) DHCP
14 25 (0.59%) Wireless
15 24 (0.57%) VLAN
16 23 (0.54%) BIG-IP
16 23 (0.54%) SD-WAN
16 23 (0.54%) SSH
17 21 (0.50%) Multicast
Database & Business Intelligence
1 347 (8.21%) Power BI
2 322 (7.62%) PostgreSQL
3 241 (5.70%) Data Warehouse
4 211 (4.99%) NoSQL
5 193 (4.56%) Data Lake
6 181 (4.28%) Relational Database
7 163 (3.86%) SQL Server
8 134 (3.17%) Tableau
9 129 (3.05%) Big Data
10 110 (2.60%) Metadata
11 105 (2.48%) Amazon RDS
12 103 (2.44%) BigQuery
12 103 (2.44%) MySQL
13 95 (2.25%) Delta Lake
14 87 (2.06%) Amazon Redshift
15 79 (1.87%) Azure SQL Database
16 76 (1.80%) MongoDB
17 71 (1.68%) Amazon Athena
18 68 (1.61%) Hadoop
19 66 (1.56%) Elasticsearch
Development Applications
1 513 (12.13%) Git
2 447 (10.57%) Jenkins
3 356 (8.42%) GitLab
4 250 (5.91%) JIRA
5 78 (1.84%) MLflow
6 70 (1.66%) Selenium
7 42 (0.99%) Postman
8 38 (0.90%) Cucumber
9 32 (0.76%) Sonatype Nexus
10 30 (0.71%) Bitbucket
11 28 (0.66%) JUnit
12 27 (0.64%) Liquibase
13 26 (0.61%) JMeter
14 24 (0.57%) Maven
14 24 (0.57%) SpecFlow
15 21 (0.50%) Artifactory
15 21 (0.50%) CircleCI
15 21 (0.50%) Cypress.io
15 21 (0.50%) SonarQube
16 20 (0.47%) Android Studio
General
1 1,147 (27.13%) Social Skills
2 874 (20.67%) Finance
3 611 (14.45%) Analytical Skills
4 375 (8.87%) Public Sector
5 364 (8.61%) Banking
6 159 (3.76%) Front Office
7 120 (2.84%) Documentation Skills
8 94 (2.22%) Investment Banking
9 61 (1.44%) Marketing
10 60 (1.42%) Financial Institution
10 60 (1.42%) Pharmaceutical
11 59 (1.40%) Retail
12 53 (1.25%) Inclusion and Diversity
12 53 (1.25%) Telecoms
13 39 (0.92%) Manufacturing
14 38 (0.90%) Legal
15 37 (0.88%) Presentation Skills
16 35 (0.83%) Influencing Skills
17 30 (0.71%) Military
18 20 (0.47%) Electronics
Job Titles
1 776 (18.35%) Developer
2 590 (13.95%) Senior
3 583 (13.79%) Data Engineer
4 331 (7.83%) Python Developer
5 273 (6.46%) Lead
6 270 (6.39%) Architect
7 256 (6.05%) DevOps Engineer
8 248 (5.87%) Analyst
9 218 (5.16%) Software Engineer
10 217 (5.13%) Python Engineer
11 203 (4.80%) Artificial Intelligence Engineer
12 193 (4.56%) AWS Engineer
13 180 (4.26%) Data Scientist
14 135 (3.19%) Platform Engineer
15 134 (3.17%) Senior Developer
16 123 (2.91%) Azure Engineer
17 120 (2.84%) Data Analyst
18 114 (2.70%) Senior Data Engineer
19 112 (2.65%) Full-Stack Developer
20 106 (2.51%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 364 (8.61%) REST
2 308 (7.28%) React
3 303 (7.17%) Kafka
4 246 (5.82%) PySpark
5 222 (5.25%) Node.js
6 192 (4.54%) PyTorch
7 181 (4.28%) Pandas
8 180 (4.26%) RESTful
9 166 (3.93%) .NET
10 162 (3.83%) TensorFlow
11 153 (3.62%) FastAPI
12 136 (3.22%) NumPy
13 128 (3.03%) scikit-learn
14 123 (2.91%) AngularJS
15 106 (2.51%) LangChain
16 103 (2.44%) pytest
17 99 (2.34%) JSON
18 98 (2.32%) LDAP
19 94 (2.22%) Django
19 94 (2.22%) Elastic Stack
Miscellaneous
1 413 (9.77%) Cloud Native
2 168 (3.97%) Algorithms
3 166 (3.93%) Distributed Systems
4 117 (2.77%) Product Ownership
5 110 (2.60%) Equities
6 109 (2.58%) Data Protection Act
7 94 (2.22%) Fixed Income
8 93 (2.20%) Data Structures
8 93 (2.20%) Derivative
9 91 (2.15%) Onboarding
10 85 (2.01%) Enterprise Software
10 85 (2.01%) Security Posture
11 83 (1.96%) AI Agents
12 79 (1.87%) Public Cloud
13 78 (1.84%) Hybrid Cloud
14 71 (1.68%) Management Information System
15 66 (1.56%) Foreign Exchange (FX)
16 63 (1.49%) Legacy Systems
17 60 (1.42%) Data Centre
17 60 (1.42%) Hedge funds
Operating Systems
1 618 (14.62%) Linux
2 262 (6.20%) Windows
3 166 (3.93%) Unix
4 77 (1.82%) Red Hat Enterprise Linux
5 48 (1.14%) Windows Server
6 38 (0.90%) Ubuntu
7 37 (0.88%) Android
8 35 (0.83%) VMS
9 26 (0.61%) CentOS
10 20 (0.47%) Apple iOS
11 19 (0.45%) Solaris
12 17 (0.40%) Mac OS
13 10 (0.24%) Amazon Linux
13 10 (0.24%) Windows 7
14 9 (0.21%) Kali Linux
15 5 (0.12%) Debian
16 4 (0.095%) Windows 10
17 3 (0.071%) Embedded Linux
17 3 (0.071%) Robot Operating System
17 3 (0.071%) zOS
Processes & Methodologies
1 1,526 (36.09%) CI/CD
2 1,192 (28.19%) DevOps
3 1,002 (23.70%) Agile
4 939 (22.21%) Problem-Solving
5 914 (21.62%) AI
6 839 (19.84%) Analytics
7 737 (17.43%) Infrastructure as Code
8 697 (16.49%) Machine Learning
9 667 (15.78%) Data Pipeline
10 664 (15.70%) Containerisation
11 600 (14.19%) Data Engineering
12 561 (13.27%) ETL
13 544 (12.87%) Data Modelling
14 529 (12.51%) Data Science
15 505 (11.94%) Software Engineering
16 485 (11.47%) Test Automation
17 402 (9.51%) Business Intelligence
18 389 (9.20%) Observability
19 365 (8.63%) LLM
20 329 (7.78%) Computer Science
Programming Languages
1 1,374 (32.50%) SQL
2 651 (15.40%) Java
3 528 (12.49%) PowerShell
4 503 (11.90%) Bash
5 441 (10.43%) JavaScript
6 282 (6.67%) C#
7 265 (6.27%) TypeScript
8 206 (4.87%) Go
9 166 (3.93%) C++
10 137 (3.24%) R
11 113 (2.67%) Shell Script
12 105 (2.48%) Scala
13 94 (2.22%) Perl
14 75 (1.77%) Ruby
15 58 (1.37%) Bicep
16 57 (1.35%) Kusto Query Language
17 51 (1.21%) VBA
18 47 (1.11%) C
19 36 (0.85%) PHP
19 36 (0.85%) Rust
Qualifications
1 965 (22.82%) Security Cleared
2 769 (18.19%) SC Cleared
3 406 (9.60%) Degree
4 206 (4.87%) Computer Science Degree
5 130 (3.07%) DV Cleared
6 111 (2.63%) Master's Degree
7 109 (2.58%) AWS Certification
8 84 (1.99%) Azure Certification
9 83 (1.96%) BPSS Clearance
10 82 (1.94%) CISSP
11 62 (1.47%) Cisco Certification
12 44 (1.04%) CCNP
13 41 (0.97%) CISM
14 40 (0.95%) PhD
15 31 (0.73%) VMware Certified Professional (VCP)
16 30 (0.71%) Microsoft Certification
17 29 (0.69%) AWS Certified Solutions Architect
18 28 (0.66%) CCIE
18 28 (0.66%) Microsoft Certified Professional
19 27 (0.64%) CEH
Quality Assurance & Compliance
1 370 (8.75%) Data Quality
2 171 (4.04%) QA
3 154 (3.64%) GDPR
4 97 (2.29%) NIST
5 80 (1.89%) ISO/IEC 27001
6 49 (1.16%) Accessibility
7 26 (0.61%) Sarbanes-Oxley
8 22 (0.52%) HIPAA
8 22 (0.52%) PCI DSS
9 21 (0.50%) NCSC
10 20 (0.47%) SLA
11 13 (0.31%) EU AI Act
11 13 (0.31%) SOC 2
12 11 (0.26%) WCAG
13 10 (0.24%) Actionable Recommendations
13 10 (0.24%) MiFID
13 10 (0.24%) PSD2
14 9 (0.21%) Cyber Essentials
14 9 (0.21%) EMIR
15 7 (0.17%) PMO
System Software
1 847 (20.03%) Docker
2 165 (3.90%) Active Directory
3 105 (2.48%) VMware Infrastructure
4 47 (1.11%) Virtual Machines
5 45 (1.06%) VMware NSX
6 44 (1.04%) vSphere
7 21 (0.50%) Hyper-V
8 18 (0.43%) KVM
9 17 (0.40%) Firmware
10 11 (0.26%) VMware ESXi
11 10 (0.24%) Slurm Workload Manager
12 9 (0.21%) GPFS
12 9 (0.21%) HDFS
12 9 (0.21%) Lustre
12 9 (0.21%) Squid
13 8 (0.19%) Postfix
14 6 (0.14%) DFS Replication
15 4 (0.095%) NFS
15 4 (0.095%) Oracle RAC
15 4 (0.095%) zsh
Systems Management
1 939 (22.21%) Terraform
2 919 (21.74%) Kubernetes
3 462 (10.93%) Ansible
4 281 (6.65%) Grafana
5 259 (6.13%) Prometheus
6 84 (1.99%) Argo
7 64 (1.51%) Puppet
8 44 (1.04%) Kibana
9 39 (0.92%) Istio
10 38 (0.90%) Nessus
11 28 (0.66%) vCenter Server
12 26 (0.61%) Control-M
12 26 (0.61%) Single Sign-On
13 22 (0.52%) IBM Guardium
13 22 (0.52%) vRealize
14 21 (0.50%) Microsoft Intune
14 21 (0.50%) Progress Chef
15 18 (0.43%) ITRS Geneos
16 17 (0.40%) Nmap
17 15 (0.35%) Rancher
Vendors
1 530 (12.54%) Microsoft
2 425 (10.05%) Databricks
3 261 (6.17%) Google
4 208 (4.92%) Splunk
5 196 (4.64%) Oracle
6 179 (4.23%) VMware
7 136 (3.22%) Red Hat
8 105 (2.48%) OpenAI
9 96 (2.27%) Cisco
10 95 (2.25%) ServiceNow
11 83 (1.96%) CyberArk
12 71 (1.68%) Foundry
13 66 (1.56%) F5
14 65 (1.54%) BeyondTrust
15 63 (1.49%) Palo Alto
16 44 (1.04%) Informatica
17 39 (0.92%) IBM
18 38 (0.90%) Atlassian
19 37 (0.88%) Dynatrace
19 37 (0.88%) SAP