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

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 13
Rank change year-on-year 0 +3 -1
Contract jobs citing Python 4,076 3,448 3,531
As % of all contract jobs in England 12.86% 12.27% 9.73%
As % of the Programming Languages category 41.63% 37.67% 32.02%
Number of daily rates quoted 2,743 2,324 2,585
10th Percentile £360 £391 £406
25th Percentile £425 £475 £485
Median daily rate (50th Percentile) £525 £575 £575
Median % change year-on-year -8.70% - -4.17%
75th Percentile £644 £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 87 51 113
10th Percentile £29.00 £21.25 £37.50
25th Percentile £41.60 £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 £74.63 £69.38 £70.00
90th Percentile £84.25 £80.00 £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 9,792 9,153 11,026
As % of all contract IT jobs advertised in England 30.89% 32.56% 30.37%
Number of daily rates quoted 6,512 5,919 8,004
10th Percentile £350 £356 £363
25th Percentile £413 £425 £439
Median daily rate (50th Percentile) £513 £538 £550
Median % change year-on-year -4.65% -2.27% -4.35%
75th Percentile £625 £650 £665
90th Percentile £738 £775 £768
UK median daily rate £503 £525 £550
% change year-on-year -4.29% -4.55% -2.65%
Number of hourly rates quoted 352 216 395
10th Percentile £36.40 £25.26 £35.55
25th Percentile £51.94 £43.38 £46.95
Median hourly rate £65.00 £62.75 £62.50
Median % change year-on-year +3.59% +0.40% -3.47%
75th Percentile £68.88 £68.75 £70.00
90th Percentile £75.00 £85.00 £78.75
UK median hourly rate £65.00 £62.50 £62.50
% change year-on-year +4.00% - -0.13%

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 1 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 1 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 1 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 2,343 £550 -8.33% 1,283
North of England +9 588 £477 -5.59% 463
South East +4 401 £486 -8.69% 731
Yorkshire +7 299 £500 -6.98% 178
Midlands +9 285 £500 +5.26% 203
North West +6 245 £450 -7.31% 225
West Midlands +17 237 £507 +1.40% 126
South West -5 182 £550 -9.09% 236
East of England +8 135 £525 +8.25% 226
North East +10 49 £488 -13.72% 67
East Midlands -10 48 £402 +0.50% 74
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
1 193 (4.74%) Apache Airflow
2 186 (4.56%) Apache Spark
3 142 (3.48%) Confluence
4 133 (3.26%) Apache
5 58 (1.42%) SAS
6 46 (1.13%) SharePoint
7 34 (0.83%) OpenStack
8 28 (0.69%) nginx
9 20 (0.49%) Jupyter
10 19 (0.47%) Microsoft Exchange
11 15 (0.37%) Appian
12 10 (0.25%) IIS
13 9 (0.22%) Apache Pig
14 6 (0.15%) Camunda
14 6 (0.15%) CMS
14 6 (0.15%) Oracle Application Server
15 4 (0.098%) ArcGIS
15 4 (0.098%) JBoss
15 4 (0.098%) Luigi
15 4 (0.098%) Tomcat
Applications
1 124 (3.04%) Microsoft Excel
2 30 (0.74%) Chatbot
3 22 (0.54%) Microsoft Office
4 20 (0.49%) 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%) GNU Octave
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 (0.29%) 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%) Distributed Ledger
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%) Cloudability
6 1 (0.025%) Exchequer
6 1 (0.025%) NetSuite
6 1 (0.025%) RMDS
6 1 (0.025%) SAP ERP
6 1 (0.025%) SAP IBP
Cloud Services
1 1,581 (38.79%) AWS
2 1,286 (31.55%) Azure
3 648 (15.90%) GCP
4 511 (12.54%) GitHub
5 396 (9.72%) Serverless
6 390 (9.57%) Power Platform
7 289 (7.09%) Amazon S3
8 273 (6.70%) GitHub Actions
9 259 (6.35%) AWS Lambda
10 254 (6.23%) Azure DevOps
11 198 (4.86%) Snowflake
12 166 (4.07%) Azure Data Factory
13 164 (4.02%) AWS CloudFormation
14 144 (3.53%) Amazon EC2
15 136 (3.34%) Amazon CloudWatch
16 131 (3.21%) dbt
17 129 (3.16%) Amazon ECS
18 123 (3.02%) OpenShift
19 114 (2.80%) Amazon EKS
20 108 (2.65%) Azure Synapse Analytics
Communications & Networking
1 227 (5.57%) Firewall
2 162 (3.97%) DNS
3 115 (2.82%) TCP/IP
4 111 (2.72%) Network Security
5 75 (1.84%) VPN
6 73 (1.79%) HTTP
7 70 (1.72%) SSL
8 68 (1.67%) BGP
9 45 (1.10%) WAN
10 41 (1.01%) OSPF
11 39 (0.96%) SMTP
12 38 (0.93%) SSH
12 38 (0.93%) Wireshark
13 36 (0.88%) MPLS
14 33 (0.81%) FTP
15 32 (0.79%) Wireless
16 30 (0.74%) SD-WAN
17 29 (0.71%) LAN
18 27 (0.66%) DHCP
19 23 (0.56%) VLAN
Database & Business Intelligence
1 337 (8.27%) Power BI
2 322 (7.90%) PostgreSQL
3 208 (5.10%) Data Warehouse
4 206 (5.05%) NoSQL
5 205 (5.03%) Relational Database
6 173 (4.24%) Data Lake
7 154 (3.78%) Big Data
8 135 (3.31%) SQL Server
9 129 (3.16%) Tableau
10 127 (3.12%) Amazon RDS
11 110 (2.70%) MySQL
12 94 (2.31%) Metadata
13 90 (2.21%) BigQuery
14 81 (1.99%) Hadoop
15 80 (1.96%) Amazon Athena
16 78 (1.91%) MongoDB
17 76 (1.86%) Amazon Redshift
18 65 (1.59%) Azure SQL Database
19 63 (1.55%) DynamoDB
20 62 (1.52%) Elasticsearch
Development Applications
1 542 (13.30%) Git
2 485 (11.90%) Jenkins
3 359 (8.81%) GitLab
4 249 (6.11%) JIRA
5 72 (1.77%) Selenium
6 59 (1.45%) MLflow
7 44 (1.08%) SonarQube
8 41 (1.01%) Cucumber
8 41 (1.01%) Sonatype Nexus
9 36 (0.88%) Bitbucket
9 36 (0.88%) Liquibase
10 30 (0.74%) JUnit
11 29 (0.71%) Postman
12 26 (0.64%) Artifactory
13 25 (0.61%) Eclipse
14 24 (0.59%) Android Studio
14 24 (0.59%) CircleCI
14 24 (0.59%) Maven
15 23 (0.56%) Xcode
16 22 (0.54%) Cypress.io
General
1 1,171 (28.73%) Social Skills
2 857 (21.03%) Finance
3 590 (14.47%) Analytical Skills
4 380 (9.32%) Banking
5 363 (8.91%) Public Sector
6 163 (4.00%) Front Office
7 134 (3.29%) Investment Banking
8 106 (2.60%) Documentation Skills
9 68 (1.67%) Marketing
10 67 (1.64%) Financial Institution
11 66 (1.62%) Pharmaceutical
12 56 (1.37%) Telecoms
13 53 (1.30%) Retail
14 51 (1.25%) Inclusion and Diversity
15 42 (1.03%) Legal
16 36 (0.88%) Manufacturing
17 34 (0.83%) Presentation Skills
18 25 (0.61%) Military
19 24 (0.59%) Electronics
20 23 (0.56%) Influencing Skills
Job Titles
1 708 (17.37%) Developer
2 574 (14.08%) Senior
3 473 (11.60%) Data Engineer
4 298 (7.31%) Python Developer
5 278 (6.82%) DevOps Engineer
6 274 (6.72%) Analyst
7 259 (6.35%) Python Engineer
8 231 (5.67%) Architect
8 231 (5.67%) AWS Engineer
9 220 (5.40%) Software Engineer
10 202 (4.96%) Lead
11 175 (4.29%) Artificial Intelligence Engineer
12 173 (4.24%) Data Scientist
13 153 (3.75%) Platform Engineer
14 132 (3.24%) Senior Developer
15 129 (3.16%) Data Analyst
16 105 (2.58%) Full-Stack Developer
17 102 (2.50%) Automation Engineer
18 96 (2.36%) Network Engineer
19 95 (2.33%) Azure Engineer
Libraries, Frameworks & Software Standards
1 354 (8.68%) REST
2 274 (6.72%) React
3 265 (6.50%) Kafka
4 197 (4.83%) Node.js
5 193 (4.74%) PySpark
6 192 (4.71%) Pandas
6 192 (4.71%) RESTful
7 162 (3.97%) FastAPI
8 160 (3.93%) PyTorch
9 155 (3.80%) NumPy
10 147 (3.61%) TensorFlow
11 139 (3.41%) AngularJS
12 129 (3.16%) .NET
13 116 (2.85%) Elastic Stack
14 106 (2.60%) scikit-learn
15 100 (2.45%) LDAP
16 98 (2.40%) pytest
17 95 (2.33%) CSS
18 94 (2.31%) HTML
19 91 (2.23%) LangChain
Miscellaneous
1 345 (8.46%) Cloud Native
2 168 (4.12%) Algorithms
3 160 (3.93%) Distributed Systems
4 116 (2.85%) Equities
5 115 (2.82%) Data Protection Act
6 113 (2.77%) Product Ownership
7 102 (2.50%) Foreign Exchange (FX)
8 100 (2.45%) Derivative
9 94 (2.31%) Fixed Income
10 86 (2.11%) Hedge funds
11 85 (2.09%) Data Structures
11 85 (2.09%) Onboarding
12 80 (1.96%) Enterprise Software
13 79 (1.94%) AI Agents
14 72 (1.77%) Security Posture
15 71 (1.74%) Public Cloud
16 66 (1.62%) Data Centre
17 65 (1.59%) Hybrid Cloud
17 65 (1.59%) Management Information System
18 58 (1.42%) Replication
Operating Systems
1 701 (17.20%) Linux
2 313 (7.68%) Windows
3 183 (4.49%) Unix
4 79 (1.94%) Red Hat Enterprise Linux
5 58 (1.42%) Windows Server
6 41 (1.01%) VMS
7 40 (0.98%) Android
8 35 (0.86%) Ubuntu
9 29 (0.71%) CentOS
10 21 (0.52%) Solaris
11 20 (0.49%) Amazon Linux
12 19 (0.47%) Mac OS
13 16 (0.39%) Apple iOS
14 10 (0.25%) Windows 7
15 9 (0.22%) Kali Linux
16 4 (0.098%) Robot Operating System
17 3 (0.074%) AIX
17 3 (0.074%) Debian
17 3 (0.074%) Embedded Linux
17 3 (0.074%) Windows 10
Processes & Methodologies
1 1,380 (33.86%) CI/CD
2 1,168 (28.66%) DevOps
3 977 (23.97%) Agile
4 921 (22.60%) Problem-Solving
5 777 (19.06%) AI
6 711 (17.44%) Infrastructure as Code
7 708 (17.37%) Analytics
8 624 (15.31%) Machine Learning
9 606 (14.87%) Containerisation
10 565 (13.86%) Data Pipeline
11 503 (12.34%) Software Engineering
12 488 (11.97%) Data Science
13 477 (11.70%) Data Engineering
14 460 (11.29%) ETL
15 456 (11.19%) Data Modelling
16 451 (11.06%) Test Automation
17 378 (9.27%) Business Intelligence
18 341 (8.37%) Computer Science
19 339 (8.32%) Observability
20 306 (7.51%) Microservices
Programming Languages
1 1,267 (31.08%) SQL
2 664 (16.29%) Java
3 562 (13.79%) PowerShell
4 551 (13.52%) Bash
5 431 (10.57%) JavaScript
6 242 (5.94%) C#
7 237 (5.81%) TypeScript
8 232 (5.69%) Go
9 208 (5.10%) C++
10 154 (3.78%) R
11 139 (3.41%) Perl
12 138 (3.39%) Shell Script
13 95 (2.33%) Scala
14 74 (1.82%) Ruby
15 62 (1.52%) C
16 58 (1.42%) VBA
17 54 (1.32%) Bicep
18 52 (1.28%) Kusto Query Language
19 44 (1.08%) PHP
20 37 (0.91%) Groovy
Qualifications
1 923 (22.64%) Security Cleared
2 745 (18.28%) SC Cleared
3 404 (9.91%) Degree
4 217 (5.32%) Computer Science Degree
5 139 (3.41%) DV Cleared
6 115 (2.82%) AWS Certification
7 107 (2.63%) Master's Degree
8 87 (2.13%) CISSP
9 78 (1.91%) Azure Certification
10 75 (1.84%) Cisco Certification
11 58 (1.42%) BPSS Clearance
11 58 (1.42%) MCP
12 46 (1.13%) CCNP
13 37 (0.91%) PhD
14 35 (0.86%) CCIE
15 33 (0.81%) CISM
16 32 (0.79%) CEH
17 29 (0.71%) AWS Certified Solutions Architect
17 29 (0.71%) VMware Certified Professional (VCP)
18 27 (0.66%) OSCP
Quality Assurance & Compliance
1 301 (7.38%) Data Quality
2 160 (3.93%) QA
3 145 (3.56%) GDPR
4 89 (2.18%) NIST
5 75 (1.84%) ISO/IEC 27001
6 41 (1.01%) Accessibility
7 25 (0.61%) Sarbanes-Oxley
8 23 (0.56%) HIPAA
8 23 (0.56%) NCSC
8 23 (0.56%) PCI DSS
9 21 (0.52%) SLA
10 17 (0.42%) EU AI Act
11 13 (0.32%) SOC 2
12 10 (0.25%) Actionable Recommendations
13 9 (0.22%) EMIR
13 9 (0.22%) MiFID
14 6 (0.15%) PMO
14 6 (0.15%) PSD2
15 5 (0.12%) Cyber Essentials
15 5 (0.12%) Software Quality Assurance
System Software
1 831 (20.39%) Docker
2 179 (4.39%) Active Directory
3 106 (2.60%) VMware Infrastructure
4 37 (0.91%) VMware NSX
5 35 (0.86%) Virtual Machines
6 34 (0.83%) vSphere
7 22 (0.54%) Firmware
8 18 (0.44%) HDFS
9 17 (0.42%) DFS Replication
10 16 (0.39%) Squid
11 15 (0.37%) Hyper-V
12 14 (0.34%) Oracle RAC
12 14 (0.34%) Postfix
13 13 (0.32%) KVM
14 10 (0.25%) Dovecot
14 10 (0.25%) Slurm Workload Manager
15 9 (0.22%) GPFS
15 9 (0.22%) Lustre
16 8 (0.20%) zsh
17 7 (0.17%) VMware ESXi
Systems Management
1 896 (21.98%) Terraform
2 887 (21.76%) Kubernetes
3 539 (13.22%) Ansible
4 294 (7.21%) Grafana
5 261 (6.40%) Prometheus
6 85 (2.09%) Argo
7 73 (1.79%) Puppet
8 48 (1.18%) Kibana
9 40 (0.98%) Istio
10 32 (0.79%) Nessus
11 31 (0.76%) Single Sign-On
12 29 (0.71%) Progress Chef
13 28 (0.69%) vRealize
14 25 (0.61%) ITRS Geneos
15 24 (0.59%) NetBackup
16 20 (0.49%) logstash
17 18 (0.44%) vCenter Server
18 17 (0.42%) Packer
19 16 (0.39%) Control-M
19 16 (0.39%) Proxmox
Vendors
1 503 (12.34%) Microsoft
2 347 (8.51%) Databricks
3 240 (5.89%) Google
4 222 (5.45%) Splunk
5 201 (4.93%) Oracle
6 187 (4.59%) VMware
7 135 (3.31%) Red Hat
8 111 (2.72%) ServiceNow
9 105 (2.58%) Cisco
10 87 (2.13%) OpenAI
11 85 (2.09%) CyberArk
12 82 (2.01%) F5
13 75 (1.84%) Palo Alto
14 62 (1.52%) Foundry
15 61 (1.50%) BeyondTrust
16 48 (1.18%) SAP
17 42 (1.03%) Atlassian
18 40 (0.98%) Dynatrace
19 37 (0.91%) CrowdStrike
20 36 (0.88%) CheckPoint