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

6 months to
22 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,192 3,343 3,534
As % of all contract jobs in England 12.05% 12.93% 9.31%
As % of the Programming Languages category 40.64% 38.63% 31.85%
Number of daily rates quoted 2,867 2,283 2,532
10th Percentile £362 £386 £400
25th Percentile £420 £463 £472
Median daily rate (50th Percentile) £518 £575 £563
Median % change year-on-year -10.00% +2.22% -6.25%
75th Percentile £638 £695 £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 43 99
10th Percentile £27.50 £21.25 £26.09
25th Percentile £41.25 £25.75 £44.34
Median hourly rate £54.75 £52.50 £60.00
Median % change year-on-year +4.29% -12.50% -7.69%
75th Percentile £74.26 £69.38 £70.00
90th Percentile £80.14 £86.00 £76.53
UK median hourly rate £53.25 £45.00 £60.00
% change year-on-year +18.33% -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 10,315 8,654 11,095
As % of all contract IT jobs advertised in England 29.65% 33.47% 29.24%
Number of daily rates quoted 6,881 5,629 7,996
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 £663
90th Percentile £725 £775 £763
UK median daily rate £500 £525 £530
% change year-on-year -4.76% -0.94% -5.78%
Number of hourly rates quoted 433 206 470
10th Percentile £41.32 £25.26 £35.62
25th Percentile £53.75 £41.75 £46.25
Median hourly rate £65.00 £62.75 £60.32
Median % change year-on-year +3.59% +4.03% -7.20%
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.00 £77.50
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -7.69%

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 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 22 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 22 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 2,387 £550 -8.33% 1,082
North of England +12 655 £475 -5.00% 453
South East -5 408 £492 -10.14% 647
Yorkshire +7 350 £487 -2.60% 149
Midlands -1 273 £500 +5.04% 245
North West +12 263 £460 -3.16% 231
West Midlands 0 228 £500 - 117
South West -6 192 £550 -8.33% 255
East of England +4 131 £525 +5.00% 209
North East +1 47 £475 -7.32% 74
East Midlands -21 44 £441 +10.85% 127
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
1 207 (4.94%) Apache Spark
2 160 (3.82%) Apache Airflow
3 129 (3.08%) Confluence
4 116 (2.77%) Apache
5 67 (1.60%) SAS
6 53 (1.26%) SharePoint
7 27 (0.64%) Microsoft Exchange
8 24 (0.57%) OpenStack
9 22 (0.52%) Jupyter
10 20 (0.48%) Appian
11 19 (0.45%) Palantir Foundry
12 15 (0.36%) nginx
13 8 (0.19%) Camunda
14 6 (0.14%) ArcGIS
14 6 (0.14%) CMS
15 4 (0.095%) Apache Pig
15 4 (0.095%) Apache Superset
15 4 (0.095%) Oracle Application Server
15 4 (0.095%) Traefik
16 3 (0.072%) Ethereum
Applications
1 108 (2.58%) 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 3 (0.072%) LaTeX
8 3 (0.072%) Microsoft Project
8 3 (0.072%) Mozilla Thunderbird
9 2 (0.048%) Maya
9 2 (0.048%) NUKE
10 1 (0.024%) CPLEX
10 1 (0.024%) Trello
Business Applications
1 18 (0.43%) Aladdin
2 12 (0.29%) Fidessa
3 6 (0.14%) SAP S/4HANA
4 4 (0.095%) Bloomberg AIM
5 3 (0.072%) Actimize
6 2 (0.048%) Cloudability
6 2 (0.048%) Dynamics CRM
6 2 (0.048%) NEC Housing
6 2 (0.048%) Remedy ITSM
6 2 (0.048%) 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 1,623 (38.72%) AWS
2 1,427 (34.04%) Azure
3 689 (16.44%) GCP
4 561 (13.38%) GitHub
5 417 (9.95%) Power Platform
6 415 (9.90%) Serverless
7 296 (7.06%) Azure DevOps
8 289 (6.89%) Amazon S3
9 282 (6.73%) GitHub Actions
10 264 (6.30%) AWS Lambda
11 217 (5.18%) Azure Data Factory
12 201 (4.79%) Snowflake
13 182 (4.34%) AWS CloudFormation
14 149 (3.55%) OpenShift
15 141 (3.36%) Amazon EKS
16 132 (3.15%) Azure Synapse Analytics
17 128 (3.05%) Amazon ECS
18 126 (3.01%) dbt
19 120 (2.86%) Amazon EC2
20 114 (2.72%) Amazon CloudWatch
Communications & Networking
1 185 (4.41%) Firewall
2 134 (3.20%) DNS
3 100 (2.39%) TCP/IP
4 97 (2.31%) Network Security
5 73 (1.74%) VPN
6 54 (1.29%) BGP
7 47 (1.12%) SSL
8 45 (1.07%) WAN
9 44 (1.05%) HTTP
10 40 (0.95%) Wireshark
11 31 (0.74%) MPLS
12 30 (0.72%) LAN
13 29 (0.69%) DHCP
14 28 (0.67%) OSPF
15 24 (0.57%) Wireless
16 23 (0.55%) BIG-IP
16 23 (0.55%) SD-WAN
16 23 (0.55%) VLAN
17 22 (0.52%) SSH
18 20 (0.48%) Multicast
Database & Business Intelligence
1 344 (8.21%) Power BI
2 315 (7.51%) PostgreSQL
3 240 (5.73%) Data Warehouse
4 208 (4.96%) NoSQL
5 192 (4.58%) Data Lake
6 176 (4.20%) Relational Database
7 163 (3.89%) SQL Server
8 133 (3.17%) Tableau
9 129 (3.08%) Big Data
10 107 (2.55%) Metadata
11 103 (2.46%) Amazon RDS
11 103 (2.46%) BigQuery
12 99 (2.36%) MySQL
13 96 (2.29%) Delta Lake
14 85 (2.03%) Amazon Redshift
15 79 (1.88%) Azure SQL Database
16 76 (1.81%) MongoDB
17 70 (1.67%) Amazon Athena
18 69 (1.65%) Hadoop
19 65 (1.55%) Elasticsearch
Development Applications
1 509 (12.14%) Git
2 446 (10.64%) Jenkins
3 355 (8.47%) GitLab
4 249 (5.94%) JIRA
5 78 (1.86%) MLflow
6 69 (1.65%) Selenium
7 42 (1.00%) Postman
8 38 (0.91%) Cucumber
9 30 (0.72%) Bitbucket
9 30 (0.72%) Sonatype Nexus
10 28 (0.67%) JUnit
11 27 (0.64%) Liquibase
12 25 (0.60%) JMeter
13 24 (0.57%) Maven
13 24 (0.57%) SpecFlow
14 21 (0.50%) Artifactory
14 21 (0.50%) CircleCI
14 21 (0.50%) Cypress.io
15 20 (0.48%) Android Studio
16 19 (0.45%) SonarQube
General
1 1,135 (27.08%) Social Skills
2 868 (20.71%) Finance
3 607 (14.48%) Analytical Skills
4 373 (8.90%) Public Sector
5 362 (8.64%) Banking
6 157 (3.75%) Front Office
7 118 (2.81%) Documentation Skills
8 92 (2.19%) Investment Banking
9 61 (1.46%) Marketing
10 60 (1.43%) Pharmaceutical
11 59 (1.41%) Financial Institution
11 59 (1.41%) Retail
12 53 (1.26%) Telecoms
13 52 (1.24%) Inclusion and Diversity
14 39 (0.93%) Manufacturing
15 38 (0.91%) Legal
16 36 (0.86%) Presentation Skills
17 34 (0.81%) Influencing Skills
18 30 (0.72%) Military
19 20 (0.48%) Electronics
Job Titles
1 771 (18.39%) Developer
2 589 (14.05%) Senior
3 578 (13.79%) Data Engineer
4 330 (7.87%) Python Developer
5 272 (6.49%) Lead
6 267 (6.37%) Architect
7 252 (6.01%) DevOps Engineer
8 246 (5.87%) Analyst
9 216 (5.15%) Software Engineer
10 214 (5.10%) Python Engineer
11 202 (4.82%) Artificial Intelligence Engineer
12 189 (4.51%) AWS Engineer
13 180 (4.29%) Data Scientist
14 134 (3.20%) Platform Engineer
14 134 (3.20%) Senior Developer
15 123 (2.93%) Azure Engineer
16 119 (2.84%) Data Analyst
17 113 (2.70%) Senior Data Engineer
18 112 (2.67%) Full-Stack Developer
19 105 (2.50%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 362 (8.64%) REST
2 306 (7.30%) React
3 297 (7.08%) Kafka
4 245 (5.84%) PySpark
5 217 (5.18%) Node.js
6 191 (4.56%) PyTorch
7 180 (4.29%) Pandas
8 178 (4.25%) RESTful
9 165 (3.94%) .NET
10 161 (3.84%) TensorFlow
11 151 (3.60%) FastAPI
12 136 (3.24%) NumPy
13 127 (3.03%) scikit-learn
14 122 (2.91%) AngularJS
15 104 (2.48%) LangChain
16 101 (2.41%) pytest
17 97 (2.31%) LDAP
18 96 (2.29%) JSON
19 94 (2.24%) Django
20 93 (2.22%) Flask
Miscellaneous
1 408 (9.73%) Cloud Native
2 168 (4.01%) Algorithms
3 163 (3.89%) Distributed Systems
4 116 (2.77%) Product Ownership
5 110 (2.62%) Equities
6 107 (2.55%) Data Protection Act
7 94 (2.24%) Fixed Income
8 93 (2.22%) Data Structures
9 92 (2.19%) Derivative
10 90 (2.15%) Onboarding
11 85 (2.03%) Security Posture
12 83 (1.98%) Enterprise Software
13 81 (1.93%) AI Agents
14 79 (1.88%) Public Cloud
15 76 (1.81%) Hybrid Cloud
16 71 (1.69%) Management Information System
17 66 (1.57%) Foreign Exchange (FX)
18 63 (1.50%) Legacy Systems
19 59 (1.41%) Hedge funds
20 57 (1.36%) Data Centre
Operating Systems
1 610 (14.55%) Linux
2 258 (6.15%) Windows
3 163 (3.89%) Unix
4 76 (1.81%) Red Hat Enterprise Linux
5 48 (1.15%) Windows Server
6 37 (0.88%) Android
6 37 (0.88%) Ubuntu
7 34 (0.81%) VMS
8 26 (0.62%) CentOS
9 20 (0.48%) Apple iOS
10 18 (0.43%) Solaris
11 17 (0.41%) Mac OS
12 10 (0.24%) Windows 7
13 9 (0.21%) Amazon Linux
13 9 (0.21%) Kali Linux
14 5 (0.12%) Debian
15 4 (0.095%) Windows 10
16 3 (0.072%) Embedded Linux
16 3 (0.072%) Robot Operating System
16 3 (0.072%) zOS
Processes & Methodologies
1 1,515 (36.14%) CI/CD
2 1,182 (28.20%) DevOps
3 997 (23.78%) Agile
4 932 (22.23%) Problem-Solving
5 907 (21.64%) AI
6 834 (19.90%) Analytics
7 732 (17.46%) Infrastructure as Code
8 690 (16.46%) Machine Learning
9 660 (15.74%) Containerisation
9 660 (15.74%) Data Pipeline
10 595 (14.19%) Data Engineering
11 554 (13.22%) ETL
12 543 (12.95%) Data Modelling
13 528 (12.60%) Data Science
14 500 (11.93%) Software Engineering
15 484 (11.55%) Test Automation
16 399 (9.52%) Business Intelligence
17 387 (9.23%) Observability
18 363 (8.66%) LLM
19 327 (7.80%) Computer Science
Programming Languages
1 1,357 (32.37%) SQL
2 643 (15.34%) Java
3 526 (12.55%) PowerShell
4 501 (11.95%) Bash
5 438 (10.45%) JavaScript
6 282 (6.73%) C#
7 263 (6.27%) TypeScript
8 206 (4.91%) Go
9 164 (3.91%) C++
10 136 (3.24%) R
11 109 (2.60%) Shell Script
12 105 (2.50%) Scala
13 93 (2.22%) Perl
14 75 (1.79%) Ruby
15 57 (1.36%) Bicep
16 56 (1.34%) Kusto Query Language
17 47 (1.12%) VBA
18 46 (1.10%) C
19 36 (0.86%) PHP
19 36 (0.86%) Rust
Qualifications
1 963 (22.97%) Security Cleared
2 767 (18.30%) SC Cleared
3 404 (9.64%) Degree
4 205 (4.89%) Computer Science Degree
5 130 (3.10%) DV Cleared
6 111 (2.65%) Master's Degree
7 107 (2.55%) AWS Certification
8 83 (1.98%) Azure Certification
8 83 (1.98%) BPSS Clearance
9 82 (1.96%) CISSP
10 59 (1.41%) Cisco Certification
11 43 (1.03%) CCNP
12 41 (0.98%) CISM
13 40 (0.95%) PhD
14 31 (0.74%) VMware Certified Professional (VCP)
15 30 (0.72%) Microsoft Certification
16 29 (0.69%) AWS Certified Solutions Architect
17 28 (0.67%) Microsoft Certified Professional
18 27 (0.64%) CEH
19 26 (0.62%) OSCP
Quality Assurance & Compliance
1 370 (8.83%) Data Quality
2 170 (4.06%) QA
3 153 (3.65%) GDPR
4 96 (2.29%) NIST
5 79 (1.88%) ISO/IEC 27001
6 49 (1.17%) Accessibility
7 26 (0.62%) Sarbanes-Oxley
8 22 (0.52%) HIPAA
9 21 (0.50%) NCSC
9 21 (0.50%) PCI DSS
10 19 (0.45%) SLA
11 12 (0.29%) EU AI Act
11 12 (0.29%) 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
1 842 (20.09%) Docker
2 165 (3.94%) Active Directory
3 101 (2.41%) VMware Infrastructure
4 47 (1.12%) Virtual Machines
5 44 (1.05%) vSphere
6 42 (1.00%) VMware NSX
7 19 (0.45%) Hyper-V
8 17 (0.41%) Firmware
9 15 (0.36%) KVM
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
13 7 (0.17%) Postfix
13 7 (0.17%) Squid
14 5 (0.12%) DFS Replication
15 4 (0.095%) NFS
15 4 (0.095%) Oracle RAC
15 4 (0.095%) zsh
Systems Management
1 930 (22.19%) Terraform
2 911 (21.73%) Kubernetes
3 456 (10.88%) Ansible
4 277 (6.61%) Grafana
5 255 (6.08%) Prometheus
6 84 (2.00%) Argo
7 64 (1.53%) Puppet
8 43 (1.03%) Kibana
9 39 (0.93%) Istio
10 37 (0.88%) Nessus
11 28 (0.67%) vCenter Server
12 26 (0.62%) Control-M
12 26 (0.62%) 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 (0.41%) Nmap
17 15 (0.36%) Rancher
Vendors
1 526 (12.55%) Microsoft
2 421 (10.04%) Databricks
3 254 (6.06%) Google
4 209 (4.99%) Splunk
5 193 (4.60%) Oracle
6 175 (4.17%) VMware
7 135 (3.22%) Red Hat
8 104 (2.48%) OpenAI
9 94 (2.24%) ServiceNow
10 93 (2.22%) Cisco
11 83 (1.98%) CyberArk
12 71 (1.69%) Foundry
13 65 (1.55%) BeyondTrust
13 65 (1.55%) F5
14 62 (1.48%) Palo Alto
15 44 (1.05%) Informatica
16 39 (0.93%) IBM
17 38 (0.91%) Atlassian
18 37 (0.88%) Dynatrace
18 37 (0.88%) SAP