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

6 months to
10 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -2
Contract jobs citing Python 3,989 3,326 3,510
As % of all contract jobs in England 12.74% 12.30% 9.66%
As % of the Programming Languages category 41.49% 37.71% 32.12%
Number of daily rates quoted 2,683 2,235 2,534
10th Percentile £363 £397 £406
25th Percentile £425 £475 £481
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 48 113
10th Percentile £29.75 £21.25 £36.50
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 £75.00 £71.94 £70.00
90th Percentile £84.25 £82.25 £76.53
UK median hourly rate £54.35 £47.50 £60.00
% change year-on-year +14.42% -20.83% -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 9,615 8,821 10,927
As % of all contract IT jobs advertised in England 30.71% 32.61% 30.08%
Number of daily rates quoted 6,392 5,677 7,921
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 £663
90th Percentile £738 £774 £768
UK median daily rate £505 £525 £550
% change year-on-year -3.81% -4.55% -3.08%
Number of hourly rates quoted 358 208 396
10th Percentile £39.58 £25.26 £35.00
25th Percentile £52.50 £45.89 £46.25
Median hourly rate £65.00 £63.00 £62.50
Median % change year-on-year +3.17% +0.80% -3.85%
75th Percentile £69.13 £68.75 £70.00
90th Percentile £75.38 £85.00 £78.38
UK median hourly rate £65.00 £62.50 £62.00
% change year-on-year +4.00% +0.81% -1.59%

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 10 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 10 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 10 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 2,286 £550 -8.33% 940
North of England +9 575 £481 -4.83% 505
South East +4 392 £483 -11.35% 979
Yorkshire +7 290 £500 -6.98% 202
Midlands +10 284 £500 +5.26% 284
North West +5 241 £450 -5.26% 218
West Midlands +19 238 £514 +2.80% 114
South West -7 178 £550 -8.33% 347
East of England +4 133 £525 +8.25% 383
North East +10 49 £500 -11.50% 86
East Midlands -13 46 £425 +6.25% 167
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
1 186 (4.66%) Apache Airflow
2 177 (4.44%) Apache Spark
3 143 (3.58%) Confluence
4 125 (3.13%) Apache
5 58 (1.45%) SAS
6 49 (1.23%) SharePoint
7 33 (0.83%) OpenStack
8 27 (0.68%) nginx
9 21 (0.53%) Jupyter
10 19 (0.48%) Microsoft Exchange
11 17 (0.43%) Appian
12 9 (0.23%) Apache Pig
13 8 (0.20%) IIS
14 6 (0.15%) Camunda
14 6 (0.15%) CMS
14 6 (0.15%) Oracle Application Server
15 5 (0.13%) Luigi
16 4 (0.10%) ArcGIS
16 4 (0.10%) Tomcat
17 3 (0.075%) JBoss
Applications
1 118 (2.96%) Microsoft Excel
2 29 (0.73%) Chatbot
3 21 (0.53%) Microsoft Office
4 20 (0.50%) Microsoft PowerPoint
5 14 (0.35%) MS Visio
6 10 (0.25%) Mozilla Thunderbird
7 8 (0.20%) Weka
8 7 (0.18%) Spreadsheet
9 3 (0.075%) Microsoft Project
10 2 (0.050%) LaTeX
10 2 (0.050%) Maya
10 2 (0.050%) NUKE
11 1 (0.025%) SPSS
11 1 (0.025%) Stata
11 1 (0.025%) Trello
Business Applications
1 15 (0.38%) Aladdin
2 12 (0.30%) SAP S/4HANA
3 6 (0.15%) Fidessa
4 3 (0.075%) Actimize
4 3 (0.075%) Salesforce CRM
5 2 (0.050%) Dynamics CRM
5 2 (0.050%) Loan IQ
5 2 (0.050%) NEC Housing
5 2 (0.050%) Remedy ITSM
5 2 (0.050%) Shopify
5 2 (0.050%) Teamcenter
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%) Maximo
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 1,544 (38.71%) AWS
2 1,260 (31.59%) Azure
3 628 (15.74%) GCP
4 512 (12.84%) GitHub
5 390 (9.78%) Serverless
6 381 (9.55%) Power Platform
7 285 (7.14%) Amazon S3
8 276 (6.92%) GitHub Actions
9 254 (6.37%) AWS Lambda
10 245 (6.14%) Azure DevOps
11 187 (4.69%) Snowflake
12 173 (4.34%) Azure Data Factory
13 161 (4.04%) AWS CloudFormation
14 146 (3.66%) Amazon EC2
15 134 (3.36%) Amazon CloudWatch
16 130 (3.26%) Amazon ECS
17 121 (3.03%) dbt
18 119 (2.98%) OpenShift
19 117 (2.93%) Amazon EKS
20 110 (2.76%) Azure Synapse Analytics
Communications & Networking
1 221 (5.54%) Firewall
2 151 (3.79%) DNS
3 112 (2.81%) Network Security
4 111 (2.78%) TCP/IP
5 73 (1.83%) VPN
6 70 (1.75%) HTTP
7 68 (1.70%) SSL
8 67 (1.68%) BGP
9 45 (1.13%) WAN
10 41 (1.03%) OSPF
11 37 (0.93%) SMTP
11 37 (0.93%) SSH
12 36 (0.90%) MPLS
12 36 (0.90%) Wireshark
13 32 (0.80%) FTP
13 32 (0.80%) Wireless
14 30 (0.75%) SD-WAN
15 29 (0.73%) LAN
16 26 (0.65%) DHCP
17 22 (0.55%) VLAN
Database & Business Intelligence
1 328 (8.22%) Power BI
2 310 (7.77%) PostgreSQL
3 202 (5.06%) Data Warehouse
3 202 (5.06%) NoSQL
4 201 (5.04%) Relational Database
5 175 (4.39%) Data Lake
6 143 (3.58%) Big Data
7 139 (3.48%) SQL Server
8 125 (3.13%) Amazon RDS
8 125 (3.13%) Tableau
9 110 (2.76%) MySQL
10 90 (2.26%) Metadata
11 81 (2.03%) BigQuery
12 80 (2.01%) Hadoop
13 75 (1.88%) Amazon Redshift
14 73 (1.83%) MongoDB
15 72 (1.80%) Amazon Athena
16 68 (1.70%) Azure SQL Database
17 62 (1.55%) Delta Lake
18 60 (1.50%) DynamoDB
Development Applications
1 520 (13.04%) Git
2 467 (11.71%) Jenkins
3 351 (8.80%) GitLab
4 240 (6.02%) JIRA
5 68 (1.70%) Selenium
6 62 (1.55%) MLflow
7 42 (1.05%) SonarQube
8 41 (1.03%) Cucumber
8 41 (1.03%) Sonatype Nexus
9 35 (0.88%) Bitbucket
9 35 (0.88%) Liquibase
10 29 (0.73%) JUnit
10 29 (0.73%) Postman
11 25 (0.63%) Artifactory
12 24 (0.60%) Eclipse
12 24 (0.60%) Maven
13 23 (0.58%) Android Studio
13 23 (0.58%) CircleCI
14 22 (0.55%) Gradle
14 22 (0.55%) Xcode
General
1 1,138 (28.53%) Social Skills
2 821 (20.58%) Finance
3 570 (14.29%) Analytical Skills
4 356 (8.92%) Banking
4 356 (8.92%) Public Sector
5 154 (3.86%) Front Office
6 119 (2.98%) Investment Banking
7 107 (2.68%) Documentation Skills
8 65 (1.63%) Financial Institution
8 65 (1.63%) Pharmaceutical
9 64 (1.60%) Marketing
10 55 (1.38%) Telecoms
11 51 (1.28%) Inclusion and Diversity
12 49 (1.23%) Retail
13 39 (0.98%) Legal
14 35 (0.88%) Manufacturing
14 35 (0.88%) Presentation Skills
15 25 (0.63%) Military
16 24 (0.60%) Influencing Skills
17 23 (0.58%) Electronics
Job Titles
1 686 (17.20%) Developer
2 567 (14.21%) Senior
3 481 (12.06%) Data Engineer
4 290 (7.27%) Python Developer
5 273 (6.84%) DevOps Engineer
6 256 (6.42%) Analyst
7 250 (6.27%) Python Engineer
8 234 (5.87%) Architect
9 224 (5.62%) AWS Engineer
10 213 (5.34%) Software Engineer
11 201 (5.04%) Lead
12 180 (4.51%) Artificial Intelligence Engineer
13 158 (3.96%) Data Scientist
14 149 (3.74%) Platform Engineer
15 128 (3.21%) Senior Developer
16 121 (3.03%) Data Analyst
17 102 (2.56%) Full-Stack Developer
18 101 (2.53%) Azure Engineer
19 98 (2.46%) Automation Engineer
20 97 (2.43%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 352 (8.82%) REST
2 265 (6.64%) React
3 256 (6.42%) Kafka
4 199 (4.99%) PySpark
5 192 (4.81%) Node.js
6 184 (4.61%) RESTful
7 183 (4.59%) Pandas
8 159 (3.99%) FastAPI
9 156 (3.91%) PyTorch
10 148 (3.71%) NumPy
11 145 (3.63%) TensorFlow
12 130 (3.26%) .NET
12 130 (3.26%) AngularJS
13 111 (2.78%) Elastic Stack
14 104 (2.61%) LDAP
15 101 (2.53%) scikit-learn
16 97 (2.43%) pytest
17 92 (2.31%) CSS
17 92 (2.31%) LangChain
18 91 (2.28%) HTML
Miscellaneous
1 337 (8.45%) Cloud Native
2 163 (4.09%) Algorithms
3 153 (3.84%) Distributed Systems
4 113 (2.83%) Product Ownership
5 110 (2.76%) Equities
6 108 (2.71%) Data Protection Act
7 97 (2.43%) Derivative
8 93 (2.33%) Foreign Exchange (FX)
9 86 (2.16%) Fixed Income
10 85 (2.13%) Data Structures
11 84 (2.11%) Enterprise Software
12 82 (2.06%) Hedge funds
13 80 (2.01%) AI Agents
13 80 (2.01%) Onboarding
14 72 (1.80%) Security Posture
15 68 (1.70%) Public Cloud
16 65 (1.63%) Data Centre
16 65 (1.63%) Hybrid Cloud
17 64 (1.60%) Management Information System
18 56 (1.40%) Replication
Operating Systems
1 682 (17.10%) Linux
2 304 (7.62%) Windows
3 180 (4.51%) Unix
4 78 (1.96%) Red Hat Enterprise Linux
5 54 (1.35%) Windows Server
6 39 (0.98%) Android
7 38 (0.95%) VMS
8 35 (0.88%) Ubuntu
9 29 (0.73%) CentOS
10 22 (0.55%) Solaris
11 19 (0.48%) Amazon Linux
12 18 (0.45%) Mac OS
13 16 (0.40%) Apple iOS
14 11 (0.28%) Windows 7
15 9 (0.23%) Kali Linux
16 4 (0.10%) Robot Operating System
17 3 (0.075%) AIX
17 3 (0.075%) Debian
17 3 (0.075%) Embedded Linux
17 3 (0.075%) Windows 10
Processes & Methodologies
1 1,362 (34.14%) CI/CD
2 1,139 (28.55%) DevOps
3 941 (23.59%) Agile
4 894 (22.41%) Problem-Solving
5 771 (19.33%) AI
6 698 (17.50%) Analytics
7 688 (17.25%) Infrastructure as Code
8 604 (15.14%) Containerisation
9 603 (15.12%) Machine Learning
10 562 (14.09%) Data Pipeline
11 491 (12.31%) Software Engineering
12 479 (12.01%) Data Engineering
13 463 (11.61%) Data Science
14 456 (11.43%) ETL
15 451 (11.31%) Data Modelling
16 444 (11.13%) Test Automation
17 371 (9.30%) Business Intelligence
18 334 (8.37%) Observability
19 328 (8.22%) Computer Science
20 295 (7.40%) Microservices
Programming Languages
1 1,222 (30.63%) SQL
2 643 (16.12%) Java
3 550 (13.79%) PowerShell
4 535 (13.41%) Bash
5 426 (10.68%) JavaScript
6 243 (6.09%) C#
7 228 (5.72%) TypeScript
8 222 (5.57%) Go
9 203 (5.09%) C++
10 146 (3.66%) R
11 137 (3.43%) Perl
12 133 (3.33%) Shell Script
13 95 (2.38%) Scala
14 76 (1.91%) Ruby
15 58 (1.45%) C
16 55 (1.38%) Bicep
17 53 (1.33%) VBA
18 52 (1.30%) Kusto Query Language
19 44 (1.10%) PHP
20 35 (0.88%) Groovy
Qualifications
1 927 (23.24%) Security Cleared
2 749 (18.78%) SC Cleared
3 390 (9.78%) Degree
4 210 (5.26%) Computer Science Degree
5 141 (3.53%) DV Cleared
6 111 (2.78%) AWS Certification
7 105 (2.63%) Master's Degree
8 80 (2.01%) CISSP
9 76 (1.91%) Azure Certification
10 73 (1.83%) Cisco Certification
11 60 (1.50%) BPSS Clearance
12 59 (1.48%) MCP
13 46 (1.15%) CCNP
14 35 (0.88%) CCIE
14 35 (0.88%) PhD
15 34 (0.85%) CISM
16 31 (0.78%) CEH
17 29 (0.73%) VMware Certified Professional (VCP)
18 28 (0.70%) Microsoft Certification
19 27 (0.68%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 297 (7.45%) Data Quality
2 153 (3.84%) QA
3 137 (3.43%) GDPR
4 84 (2.11%) NIST
5 70 (1.75%) ISO/IEC 27001
6 39 (0.98%) Accessibility
7 26 (0.65%) Sarbanes-Oxley
8 23 (0.58%) NCSC
9 22 (0.55%) HIPAA
9 22 (0.55%) PCI DSS
10 20 (0.50%) SLA
11 15 (0.38%) EU AI Act
12 13 (0.33%) SOC 2
13 9 (0.23%) Actionable Recommendations
13 9 (0.23%) EMIR
13 9 (0.23%) MiFID
14 6 (0.15%) PSD2
15 5 (0.13%) Cyber Essentials
15 5 (0.13%) PMO
15 5 (0.13%) Software Quality Assurance
System Software
1 819 (20.53%) Docker
2 179 (4.49%) Active Directory
3 101 (2.53%) VMware Infrastructure
4 34 (0.85%) VMware NSX
5 31 (0.78%) vSphere
6 29 (0.73%) Virtual Machines
7 21 (0.53%) Firmware
8 18 (0.45%) HDFS
9 16 (0.40%) DFS Replication
9 16 (0.40%) Squid
10 14 (0.35%) Hyper-V
10 14 (0.35%) Oracle RAC
10 14 (0.35%) Postfix
11 13 (0.33%) KVM
12 10 (0.25%) Dovecot
12 10 (0.25%) Slurm Workload Manager
13 9 (0.23%) GPFS
13 9 (0.23%) Lustre
14 8 (0.20%) zsh
15 6 (0.15%) VMware ESXi
Systems Management
1 878 (22.01%) Terraform
2 863 (21.63%) Kubernetes
3 523 (13.11%) Ansible
4 286 (7.17%) Grafana
5 249 (6.24%) Prometheus
6 83 (2.08%) Argo
7 75 (1.88%) Puppet
8 45 (1.13%) Kibana
9 39 (0.98%) Istio
10 31 (0.78%) Nessus
11 30 (0.75%) Single Sign-On
12 26 (0.65%) vRealize
13 25 (0.63%) Progress Chef
14 24 (0.60%) NetBackup
15 20 (0.50%) ITRS Geneos
16 17 (0.43%) logstash
17 16 (0.40%) Packer
17 16 (0.40%) Proxmox
18 15 (0.38%) Control-M
18 15 (0.38%) Nmap
Vendors
1 492 (12.33%) Microsoft
2 341 (8.55%) Databricks
3 230 (5.77%) Google
4 215 (5.39%) Splunk
5 201 (5.04%) Oracle
6 184 (4.61%) VMware
7 135 (3.38%) Red Hat
8 105 (2.63%) Cisco
9 104 (2.61%) ServiceNow
10 90 (2.26%) CyberArk
11 87 (2.18%) OpenAI
12 79 (1.98%) F5
13 75 (1.88%) Palo Alto
14 65 (1.63%) BeyondTrust
15 63 (1.58%) Foundry
16 44 (1.10%) SAP
17 43 (1.08%) Atlassian
18 39 (0.98%) Dynatrace
19 37 (0.93%) CheckPoint
20 34 (0.85%) Centrify