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

6 months to
3 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 13
Rank change year-on-year 0 +3 -1
Contract jobs citing Python 4,055 3,384 3,572
As % of all contract jobs in England 12.82% 12.24% 9.81%
As % of the Programming Languages category 41.58% 37.64% 32.30%
Number of daily rates quoted 2,729 2,279 2,600
10th Percentile £360 £394 £406
25th Percentile £425 £475 £481
Median daily rate (50th Percentile) £525 £580 £575
Median % change year-on-year -9.48% +0.87% -4.17%
75th Percentile £648 £700 £700
90th Percentile £750 £825 £800
UK median daily rate £525 £550 £575
% change year-on-year -4.55% -4.35% -4.17%
Number of hourly rates quoted 89 50 112
10th Percentile £29.50 £21.25 £37.50
25th Percentile £41.94 £27.00 £46.18
Median hourly rate £54.00 £52.50 £60.00
Median % change year-on-year +2.86% -12.50% -7.69%
75th Percentile £74.26 £70.31 £70.00
90th Percentile £84.00 £80.75 £77.50
UK median hourly rate £54.00 £46.18 £60.00
% change year-on-year +16.93% -23.03% -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 9,752 8,991 11,060
As % of all contract IT jobs advertised in England 30.83% 32.52% 30.37%
Number of daily rates quoted 6,490 5,805 8,023
10th Percentile £350 £356 £363
25th Percentile £413 £425 £438
Median daily rate (50th Percentile) £513 £538 £550
Median % change year-on-year -4.65% -2.27% -4.35%
75th Percentile £625 £650 £664
90th Percentile £738 £775 £768
UK median daily rate £501 £525 £550
% change year-on-year -4.57% -4.55% -2.65%
Number of hourly rates quoted 361 214 395
10th Percentile £39.25 £25.56 £35.20
25th Percentile £52.00 £43.88 £47.50
Median hourly rate £65.00 £62.75 £62.50
Median % change year-on-year +3.59% +0.40% -3.47%
75th Percentile £68.75 £68.75 £70.00
90th Percentile £75.00 £85.00 £78.75
UK median hourly rate £65.00 £62.50 £62.43
% change year-on-year +4.00% +0.12% -0.25%

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 3 January 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 3 January 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 3 January 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 2,328 £550 -8.33% 1,848
North of England +5 588 £480 -4.95% 790
South East +2 396 £481 -10.05% 1,565
Yorkshire +9 299 £500 -6.98% 361
Midlands +7 285 £500 +5.26% 627
North West +8 245 £450 -7.22% 336
West Midlands +17 238 £511 +2.15% 325
South West -6 182 £550 -9.65% 484
East of England +6 134 £525 +9.38% 641
North East +10 49 £488 -13.72% 98
East Midlands -15 47 £414 +3.38% 270
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
1 192 (4.73%) Apache Airflow
2 185 (4.56%) Apache Spark
3 141 (3.48%) Confluence
4 132 (3.26%) Apache
5 58 (1.43%) SAS
6 47 (1.16%) SharePoint
7 33 (0.81%) OpenStack
8 28 (0.69%) nginx
9 20 (0.49%) Jupyter
10 19 (0.47%) Microsoft Exchange
11 16 (0.39%) Appian
12 9 (0.22%) Apache Pig
12 9 (0.22%) IIS
13 6 (0.15%) Camunda
13 6 (0.15%) CMS
13 6 (0.15%) Oracle Application Server
14 4 (0.099%) ArcGIS
14 4 (0.099%) Luigi
14 4 (0.099%) Tomcat
15 3 (0.074%) Traefik
Applications
1 123 (3.03%) Microsoft Excel
2 29 (0.72%) Chatbot
3 21 (0.52%) Microsoft Office
4 19 (0.47%) Microsoft PowerPoint
5 13 (0.32%) MS Visio
6 10 (0.25%) Mozilla Thunderbird
7 8 (0.20%) Weka
8 7 (0.17%) Spreadsheet
9 2 (0.049%) LaTeX
9 2 (0.049%) Maya
9 2 (0.049%) Microsoft Project
9 2 (0.049%) NUKE
10 1 (0.025%) CPLEX
10 1 (0.025%) NASTRAN
10 1 (0.025%) SPSS
10 1 (0.025%) Stata
10 1 (0.025%) Trello
10 1 (0.025%) Windchill
Business Applications
1 15 (0.37%) Aladdin
2 12 (0.30%) SAP S/4HANA
3 6 (0.15%) Fidessa
4 3 (0.074%) Actimize
4 3 (0.074%) Remedy ITSM
4 3 (0.074%) Salesforce CRM
4 3 (0.074%) Teamcenter
5 2 (0.049%) Dynamics CRM
5 2 (0.049%) Loan IQ
5 2 (0.049%) Maximo
5 2 (0.049%) NEC Housing
5 2 (0.049%) Shopify
6 1 (0.025%) Cerner Millennium
6 1 (0.025%) Exchequer
6 1 (0.025%) Finacle
6 1 (0.025%) ION MarketView
6 1 (0.025%) NetSuite
6 1 (0.025%) RMDS
6 1 (0.025%) SAP BPC
6 1 (0.025%) SAP ERP
Cloud Services
1 1,578 (38.91%) AWS
2 1,285 (31.69%) Azure
3 643 (15.86%) GCP
4 517 (12.75%) GitHub
5 395 (9.74%) Serverless
6 392 (9.67%) Power Platform
7 291 (7.18%) Amazon S3
8 279 (6.88%) GitHub Actions
9 261 (6.44%) AWS Lambda
10 255 (6.29%) Azure DevOps
11 195 (4.81%) Snowflake
12 172 (4.24%) Azure Data Factory
13 164 (4.04%) AWS CloudFormation
14 145 (3.58%) Amazon EC2
15 135 (3.33%) Amazon CloudWatch
16 130 (3.21%) Amazon ECS
17 129 (3.18%) dbt
18 121 (2.98%) OpenShift
19 116 (2.86%) Amazon EKS
20 111 (2.74%) Azure Synapse Analytics
Communications & Networking
1 224 (5.52%) Firewall
2 157 (3.87%) DNS
3 113 (2.79%) TCP/IP
4 110 (2.71%) Network Security
5 74 (1.82%) VPN
6 72 (1.78%) HTTP
7 69 (1.70%) SSL
8 67 (1.65%) BGP
9 45 (1.11%) WAN
10 41 (1.01%) OSPF
11 38 (0.94%) SMTP
11 38 (0.94%) Wireshark
12 37 (0.91%) SSH
13 36 (0.89%) MPLS
14 33 (0.81%) Wireless
15 32 (0.79%) FTP
16 30 (0.74%) SD-WAN
17 29 (0.72%) LAN
18 26 (0.64%) DHCP
19 22 (0.54%) VLAN
Database & Business Intelligence
1 339 (8.36%) Power BI
2 318 (7.84%) PostgreSQL
3 207 (5.10%) Data Warehouse
4 205 (5.06%) NoSQL
5 203 (5.01%) Relational Database
6 176 (4.34%) Data Lake
7 151 (3.72%) Big Data
8 137 (3.38%) SQL Server
9 128 (3.16%) Tableau
10 127 (3.13%) Amazon RDS
11 110 (2.71%) MySQL
12 93 (2.29%) Metadata
13 86 (2.12%) BigQuery
14 81 (2.00%) Amazon Athena
14 81 (2.00%) Hadoop
15 77 (1.90%) Amazon Redshift
16 75 (1.85%) MongoDB
17 69 (1.70%) Azure SQL Database
18 62 (1.53%) DynamoDB
19 61 (1.50%) Elasticsearch
Development Applications
1 533 (13.14%) Git
2 480 (11.84%) Jenkins
3 358 (8.83%) GitLab
4 245 (6.04%) JIRA
5 72 (1.78%) Selenium
6 59 (1.45%) MLflow
7 43 (1.06%) SonarQube
8 42 (1.04%) Cucumber
9 40 (0.99%) Sonatype Nexus
10 35 (0.86%) Bitbucket
10 35 (0.86%) Liquibase
11 30 (0.74%) Postman
12 29 (0.72%) JUnit
13 26 (0.64%) Artifactory
14 25 (0.62%) Eclipse
15 24 (0.59%) Android Studio
15 24 (0.59%) CircleCI
15 24 (0.59%) Maven
16 23 (0.57%) Xcode
17 22 (0.54%) Cypress.io
General
1 1,159 (28.58%) Social Skills
2 842 (20.76%) Finance
3 581 (14.33%) Analytical Skills
4 373 (9.20%) Banking
5 361 (8.90%) Public Sector
6 161 (3.97%) Front Office
7 129 (3.18%) Investment Banking
8 109 (2.69%) Documentation Skills
9 66 (1.63%) Marketing
9 66 (1.63%) Pharmaceutical
10 65 (1.60%) Financial Institution
11 55 (1.36%) Telecoms
12 52 (1.28%) Inclusion and Diversity
13 51 (1.26%) Retail
14 40 (0.99%) Legal
15 35 (0.86%) Manufacturing
15 35 (0.86%) Presentation Skills
16 25 (0.62%) Military
17 24 (0.59%) Influencing Skills
18 23 (0.57%) Electronics
Job Titles
1 699 (17.24%) Developer
2 575 (14.18%) Senior
3 479 (11.81%) Data Engineer
4 297 (7.32%) Python Developer
5 274 (6.76%) DevOps Engineer
6 266 (6.56%) Analyst
7 256 (6.31%) Python Engineer
8 233 (5.75%) Architect
9 229 (5.65%) AWS Engineer
10 221 (5.45%) Software Engineer
11 203 (5.01%) Lead
12 178 (4.39%) Artificial Intelligence Engineer
13 171 (4.22%) Data Scientist
14 151 (3.72%) Platform Engineer
15 130 (3.21%) Senior Developer
16 126 (3.11%) Data Analyst
17 106 (2.61%) Full-Stack Developer
18 99 (2.44%) Automation Engineer
19 98 (2.42%) Azure Engineer
20 95 (2.34%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 357 (8.80%) REST
2 270 (6.66%) React
3 260 (6.41%) Kafka
4 199 (4.91%) PySpark
5 197 (4.86%) Node.js
6 193 (4.76%) Pandas
7 187 (4.61%) RESTful
8 160 (3.95%) FastAPI
9 158 (3.90%) PyTorch
10 156 (3.85%) NumPy
11 143 (3.53%) TensorFlow
12 137 (3.38%) AngularJS
13 129 (3.18%) .NET
14 112 (2.76%) Elastic Stack
15 105 (2.59%) scikit-learn
16 103 (2.54%) LDAP
17 99 (2.44%) pytest
18 96 (2.37%) CSS
19 94 (2.32%) HTML
20 92 (2.27%) LangChain
Miscellaneous
1 341 (8.41%) Cloud Native
2 165 (4.07%) Algorithms
3 155 (3.82%) Distributed Systems
4 116 (2.86%) Equities
5 114 (2.81%) Data Protection Act
6 111 (2.74%) Product Ownership
7 101 (2.49%) Derivative
8 100 (2.47%) Foreign Exchange (FX)
9 93 (2.29%) Fixed Income
10 85 (2.10%) Data Structures
11 84 (2.07%) Enterprise Software
11 84 (2.07%) Hedge funds
12 83 (2.05%) Onboarding
13 80 (1.97%) AI Agents
14 71 (1.75%) Public Cloud
14 71 (1.75%) Security Posture
15 66 (1.63%) Data Centre
16 65 (1.60%) Hybrid Cloud
16 65 (1.60%) Management Information System
17 56 (1.38%) Replication
Operating Systems
1 689 (16.99%) Linux
2 309 (7.62%) Windows
3 180 (4.44%) Unix
4 80 (1.97%) Red Hat Enterprise Linux
5 58 (1.43%) Windows Server
6 40 (0.99%) Android
6 40 (0.99%) VMS
7 37 (0.91%) Ubuntu
8 31 (0.76%) CentOS
9 21 (0.52%) Solaris
10 19 (0.47%) Amazon Linux
10 19 (0.47%) Mac OS
11 16 (0.39%) Apple iOS
12 10 (0.25%) Windows 7
13 9 (0.22%) Kali Linux
14 4 (0.099%) Robot Operating System
15 3 (0.074%) AIX
15 3 (0.074%) Debian
15 3 (0.074%) Embedded Linux
15 3 (0.074%) Windows 10
Processes & Methodologies
1 1,383 (34.11%) CI/CD
2 1,166 (28.75%) DevOps
3 967 (23.85%) Agile
4 908 (22.39%) Problem-Solving
5 777 (19.16%) AI
6 709 (17.48%) Analytics
7 704 (17.36%) Infrastructure as Code
8 613 (15.12%) Machine Learning
9 608 (14.99%) Containerisation
10 564 (13.91%) Data Pipeline
11 499 (12.31%) Software Engineering
12 483 (11.91%) Data Engineering
13 478 (11.79%) Data Science
14 460 (11.34%) ETL
15 459 (11.32%) Data Modelling
16 451 (11.12%) Test Automation
17 380 (9.37%) Business Intelligence
18 340 (8.38%) Observability
19 334 (8.24%) Computer Science
20 301 (7.42%) Microservices
Programming Languages
1 1,256 (30.97%) SQL
2 656 (16.18%) Java
3 556 (13.71%) PowerShell
4 545 (13.44%) Bash
5 433 (10.68%) JavaScript
6 240 (5.92%) C#
7 235 (5.80%) TypeScript
8 229 (5.65%) Go
9 203 (5.01%) C++
10 150 (3.70%) R
11 138 (3.40%) Perl
12 136 (3.35%) Shell Script
13 96 (2.37%) Scala
14 76 (1.87%) Ruby
15 58 (1.43%) VBA
16 57 (1.41%) C
17 54 (1.33%) Bicep
18 52 (1.28%) Kusto Query Language
19 44 (1.09%) PHP
20 36 (0.89%) Groovy
Qualifications
1 932 (22.98%) Security Cleared
2 754 (18.59%) SC Cleared
3 398 (9.82%) Degree
4 212 (5.23%) Computer Science Degree
5 140 (3.45%) DV Cleared
6 113 (2.79%) AWS Certification
7 106 (2.61%) Master's Degree
8 81 (2.00%) CISSP
9 77 (1.90%) Azure Certification
10 74 (1.82%) Cisco Certification
11 59 (1.45%) BPSS Clearance
11 59 (1.45%) MCP
12 46 (1.13%) CCNP
13 38 (0.94%) PhD
14 34 (0.84%) CCIE
14 34 (0.84%) CISM
15 32 (0.79%) CEH
16 29 (0.72%) VMware Certified Professional (VCP)
17 28 (0.69%) AWS Certified Solutions Architect
18 27 (0.67%) Microsoft Certification
Quality Assurance & Compliance
1 303 (7.47%) Data Quality
2 161 (3.97%) QA
3 142 (3.50%) GDPR
4 85 (2.10%) NIST
5 72 (1.78%) ISO/IEC 27001
6 40 (0.99%) Accessibility
7 26 (0.64%) Sarbanes-Oxley
8 23 (0.57%) NCSC
8 23 (0.57%) PCI DSS
9 22 (0.54%) HIPAA
10 20 (0.49%) SLA
11 15 (0.37%) EU AI Act
12 13 (0.32%) SOC 2
13 10 (0.25%) Actionable Recommendations
14 9 (0.22%) EMIR
14 9 (0.22%) MiFID
15 7 (0.17%) PMO
16 6 (0.15%) PSD2
17 5 (0.12%) Cyber Essentials
17 5 (0.12%) Software Quality Assurance
System Software
1 827 (20.39%) Docker
2 179 (4.41%) Active Directory
3 104 (2.56%) VMware Infrastructure
4 37 (0.91%) VMware NSX
5 34 (0.84%) vSphere
6 33 (0.81%) Virtual Machines
7 22 (0.54%) Firmware
8 18 (0.44%) HDFS
9 16 (0.39%) DFS Replication
9 16 (0.39%) Squid
10 14 (0.35%) Hyper-V
10 14 (0.35%) Oracle RAC
10 14 (0.35%) Postfix
11 13 (0.32%) KVM
12 10 (0.25%) Dovecot
12 10 (0.25%) Slurm Workload Manager
13 9 (0.22%) GPFS
13 9 (0.22%) Lustre
14 8 (0.20%) zsh
15 6 (0.15%) VMware ESXi
Systems Management
1 889 (21.92%) Terraform
2 876 (21.60%) Kubernetes
3 534 (13.17%) Ansible
4 291 (7.18%) Grafana
5 256 (6.31%) Prometheus
6 84 (2.07%) Argo
7 74 (1.82%) Puppet
8 46 (1.13%) Kibana
9 40 (0.99%) Istio
10 32 (0.79%) Nessus
11 30 (0.74%) Single Sign-On
12 28 (0.69%) vRealize
13 25 (0.62%) Progress Chef
14 24 (0.59%) ITRS Geneos
14 24 (0.59%) NetBackup
15 19 (0.47%) logstash
16 17 (0.42%) Packer
16 17 (0.42%) vCenter Server
17 16 (0.39%) Control-M
17 16 (0.39%) Proxmox
Vendors
1 498 (12.28%) Microsoft
2 349 (8.61%) Databricks
3 234 (5.77%) Google
4 215 (5.30%) Splunk
5 200 (4.93%) Oracle
6 185 (4.56%) VMware
7 137 (3.38%) Red Hat
8 106 (2.61%) ServiceNow
9 104 (2.56%) Cisco
10 89 (2.19%) CyberArk
11 87 (2.15%) OpenAI
12 81 (2.00%) F5
13 75 (1.85%) Palo Alto
14 64 (1.58%) BeyondTrust
15 63 (1.55%) Foundry
16 45 (1.11%) SAP
17 43 (1.06%) Atlassian
18 40 (0.99%) Dynatrace
19 36 (0.89%) CheckPoint
20 33 (0.81%) Juniper