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

6 months to
22 Jul 2026
Same period 2025 Same period 2024
Rank 14 10 14
Rank change year-on-year -4 +4 -2
Contract jobs citing Python 4,731 3,541 3,541
As % of all contract jobs in England 10.55% 12.97% 10.01%
As % of the Programming Languages category 39.84% 39.26% 32.23%
Number of daily rates quoted 3,134 2,450 2,643
10th Percentile £368 £363 £375
25th Percentile £438 £435 £463
Median daily rate (50th Percentile) £535 £550 £575
Median % change year-on-year -2.73% -4.35% -4.17%
75th Percentile £638 £675 £724
90th Percentile £750 £813 £850
UK median daily rate £525 £531 £565
% change year-on-year -1.06% -6.08% -5.83%
Number of hourly rates quoted 107 59 101
10th Percentile £29.40 £33.13 £22.00
25th Percentile £43.16 £36.25 £41.25
Median hourly rate £57.50 £50.00 £65.00
Median % change year-on-year +15.00% -23.08% -0.38%
75th Percentile £77.50 £58.75 £71.88
90th Percentile £88.75 £75.00 £77.50
UK median hourly rate £55.00 £50.00 £60.00
% change year-on-year +10.00% -16.67% -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 11,875 9,020 10,986
As % of all contract IT jobs advertised in England 26.47% 33.04% 31.06%
Number of daily rates quoted 7,716 6,204 7,905
10th Percentile £363 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £516 £545
Median % change year-on-year +0.78% -5.32% -0.91%
75th Percentile £623 £638 £650
90th Percentile £738 £775 £788
UK median daily rate £513 £505 £525
% change year-on-year +1.49% -3.81% -4.55%
Number of hourly rates quoted 482 228 407
10th Percentile £34.01 £29.07 £35.31
25th Percentile £54.53 £38.97 £52.50
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £81.00 £80.89 £77.50
UK median hourly rate £65.00 £56.38 £62.50
% change year-on-year +15.30% -9.80% +3.09%

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 July 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 July 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 July 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 -4 2,716 £563 -2.17% 1,688
North of England +4 774 £488 +2.63% 417
South East -10 442 £538 +7.50% 518
Yorkshire +2 410 £500 +2.04% 123
North West +4 289 £525 +10.53% 223
South West -4 283 £500 -9.09% 220
Midlands -11 258 £470 +4.33% 195
West Midlands -13 208 £468 +4.00% 106
East of England -13 133 £500 -0.50% 174
North East +2 86 £425 -2.86% 75
East Midlands -9 49 £488 +8.75% 88
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
1 250 (5.28%) Apache Spark
2 235 (4.97%) Apache Airflow
3 177 (3.74%) Apache
4 153 (3.23%) Confluence
5 47 (0.99%) Jupyter
6 46 (0.97%) SAS
7 42 (0.89%) SharePoint
8 21 (0.44%) OpenStack
9 17 (0.36%) Palantir Foundry
10 16 (0.34%) ArcGIS
11 15 (0.32%) nginx
12 14 (0.30%) Microsoft Exchange
13 11 (0.23%) IIS
14 9 (0.19%) CMS
15 8 (0.17%) Apache Superset
16 6 (0.13%) Camunda
16 6 (0.13%) CICS
16 6 (0.13%) Tomcat
17 5 (0.11%) WebSphere
17 5 (0.11%) WebSphere Application Server
Applications
1 103 (2.18%) Microsoft Excel
2 27 (0.57%) Chatbot
3 25 (0.53%) Microsoft Office
4 20 (0.42%) Microsoft PowerPoint
5 19 (0.40%) Spreadsheet
6 16 (0.34%) MS Visio
7 15 (0.32%) CPLEX
8 2 (0.042%) Microsoft Project
9 1 (0.021%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 24 (0.51%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 11 (0.23%) Remedy ITSM
4 8 (0.17%) Oracle EBS
5 7 (0.15%) Dynamics CRM
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
7 5 (0.11%) BambooHR
7 5 (0.11%) Sage X3
8 4 (0.085%) Oracle ERP
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
10 2 (0.042%) Fidessa
10 2 (0.042%) Front Arena
10 2 (0.042%) Global One
10 2 (0.042%) IBM Planning Analytics
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Orchestrade
10 2 (0.042%) Remedy AR System
10 2 (0.042%) Teamcenter
Cloud Services
1 1,794 (37.92%) AWS
2 1,621 (34.26%) Azure
3 698 (14.75%) GCP
4 554 (11.71%) GitHub
5 442 (9.34%) Power Platform
6 398 (8.41%) Serverless
7 356 (7.52%) Amazon S3
8 350 (7.40%) Azure DevOps
9 321 (6.79%) GitHub Actions
10 299 (6.32%) AWS Lambda
11 246 (5.20%) Snowflake
12 221 (4.67%) Azure Data Factory
13 202 (4.27%) dbt
14 148 (3.13%) AWS CloudFormation
15 140 (2.96%) Amazon EKS
15 140 (2.96%) Azure Synapse Analytics
16 138 (2.92%) Amazon CloudWatch
17 136 (2.87%) OpenShift
18 111 (2.35%) Entra ID
19 106 (2.24%) Amazon EC2
Communications & Networking
1 237 (5.01%) Firewall
2 165 (3.49%) DNS
3 126 (2.66%) TCP/IP
4 113 (2.39%) BGP
5 106 (2.24%) WAN
6 105 (2.22%) VPN
7 97 (2.05%) Network Security
8 69 (1.46%) OSPF
9 56 (1.18%) DHCP
10 52 (1.10%) VLAN
11 50 (1.06%) SD-WAN
12 49 (1.04%) BIG-IP
13 46 (0.97%) VXLAN
14 43 (0.91%) HTTP
15 41 (0.87%) F5 BIG-IP LTM
16 37 (0.78%) MPLS
16 37 (0.78%) SAN
16 37 (0.78%) SNMP
17 36 (0.76%) SSL
18 35 (0.74%) Ethernet VPN
Database & Business Intelligence
1 390 (8.24%) Power BI
2 296 (6.26%) PostgreSQL
3 283 (5.98%) Data Warehouse
4 208 (4.40%) SQL Server
5 182 (3.85%) Tableau
6 174 (3.68%) Data Lake
7 148 (3.13%) Metadata
7 148 (3.13%) NoSQL
8 144 (3.04%) Relational Database
9 138 (2.92%) BigQuery
10 120 (2.54%) Amazon Redshift
10 120 (2.54%) Big Data
11 114 (2.41%) Amazon Athena
12 106 (2.24%) Delta Lake
13 95 (2.01%) MongoDB
14 93 (1.97%) Amazon RDS
15 85 (1.80%) DynamoDB
16 61 (1.29%) Snowflake Schema
17 57 (1.20%) MySQL
18 56 (1.18%) Redis
Development Applications
1 557 (11.77%) Git
2 411 (8.69%) Jenkins
3 338 (7.14%) GitLab
4 264 (5.58%) JIRA
5 64 (1.35%) Selenium
6 56 (1.18%) MLflow
7 38 (0.80%) Bitbucket
8 35 (0.74%) Postman
9 30 (0.63%) JMeter
10 29 (0.61%) Artifactory
10 29 (0.61%) SonarQube
11 28 (0.59%) Cucumber
12 26 (0.55%) Cypress.io
13 23 (0.49%) Maven
13 23 (0.49%) Sonatype Nexus
14 22 (0.47%) REST Assured
15 21 (0.44%) Gatling
15 21 (0.44%) JUnit
16 17 (0.36%) Zephyr
17 15 (0.32%) Claude Code
General
1 1,037 (21.92%) Finance
2 1,026 (21.69%) Social Skills
3 678 (14.33%) Analytical Skills
4 467 (9.87%) Public Sector
5 373 (7.88%) Banking
6 187 (3.95%) Front Office
7 106 (2.24%) Documentation Skills
8 100 (2.11%) Investment Banking
9 90 (1.90%) Retail
10 87 (1.84%) Inclusion and Diversity
11 73 (1.54%) Marketing
12 59 (1.25%) Telecoms
13 58 (1.23%) Pharmaceutical
14 44 (0.93%) Legal
15 43 (0.91%) Publishing
16 42 (0.89%) Financial Institution
16 42 (0.89%) Military
17 37 (0.78%) Influencing Skills
18 29 (0.61%) Aerospace
19 28 (0.59%) Manufacturing
Job Titles
1 801 (16.93%) Developer
2 753 (15.92%) Senior
3 725 (15.32%) Data Engineer
4 410 (8.67%) Python Developer
5 398 (8.41%) Lead
6 277 (5.85%) DevOps Engineer
7 273 (5.77%) Python Engineer
8 264 (5.58%) Software Engineer
9 257 (5.43%) Architect
10 250 (5.28%) Analyst
11 214 (4.52%) Artificial Intelligence Engineer
12 184 (3.89%) AWS Engineer
13 181 (3.83%) Data Scientist
14 152 (3.21%) Senior Developer
15 146 (3.09%) Senior Data Engineer
16 142 (3.00%) Platform Engineer
17 141 (2.98%) Azure Engineer
18 137 (2.90%) Cloud Engineer
19 130 (2.75%) Data Analyst
20 113 (2.39%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 349 (7.38%) REST
2 311 (6.57%) React
3 310 (6.55%) Kafka
4 308 (6.51%) PySpark
5 202 (4.27%) .NET
6 179 (3.78%) Node.js
7 178 (3.76%) JSON
8 165 (3.49%) Pandas
9 163 (3.45%) FastAPI
10 158 (3.34%) RESTful
11 149 (3.15%) Django
12 130 (2.75%) PyTorch
13 121 (2.56%) LangChain
14 98 (2.07%) NumPy
15 95 (2.01%) scikit-learn
16 91 (1.92%) TensorFlow
17 90 (1.90%) Spring
18 89 (1.88%) OpenTelemetry
19 88 (1.86%) Flask
19 88 (1.86%) YAML
Miscellaneous
1 636 (13.44%) Cloud Native
2 266 (5.62%) Distributed Systems
3 171 (3.61%) Onboarding
4 164 (3.47%) AI Agents
5 142 (3.00%) Data Centre
6 125 (2.64%) Product Ownership
7 122 (2.58%) Algorithms
8 112 (2.37%) Hybrid Cloud
9 110 (2.33%) Data Structures
10 108 (2.28%) Legacy Systems
11 104 (2.20%) Data Protection Act
12 103 (2.18%) Fixed Income
13 101 (2.13%) Derivative
14 93 (1.97%) Equities
15 83 (1.75%) Management Information System
16 78 (1.65%) Security Posture
17 53 (1.12%) Public Cloud
18 52 (1.10%) Self-Motivation
19 50 (1.06%) PKI
20 49 (1.04%) Linux Command Line
Operating Systems
1 585 (12.37%) Linux
2 286 (6.05%) Windows
3 182 (3.85%) Unix
4 113 (2.39%) Red Hat Enterprise Linux
5 64 (1.35%) Windows Server
6 38 (0.80%) Ubuntu
7 27 (0.57%) AIX
7 27 (0.57%) VMS
8 22 (0.47%) Android
9 15 (0.32%) Apple iOS
10 14 (0.30%) Solaris
11 13 (0.27%) CentOS
12 11 (0.23%) zOS
13 8 (0.17%) Mac OS
14 7 (0.15%) Windows Server 2019
15 6 (0.13%) Amazon Linux
15 6 (0.13%) Debian
15 6 (0.13%) Embedded Linux
16 5 (0.11%) Rocky
17 4 (0.085%) Windows 10
Processes & Methodologies
1 1,788 (37.79%) CI/CD
2 1,333 (28.18%) DevOps
3 1,169 (24.71%) AI
4 1,062 (22.45%) Agile
5 1,005 (21.24%) Analytics
6 893 (18.88%) Infrastructure as Code
7 864 (18.26%) Data Pipeline
8 779 (16.47%) Problem-Solving
9 740 (15.64%) Machine Learning
10 709 (14.99%) Data Engineering
11 700 (14.80%) Software Engineering
12 637 (13.46%) Data Modelling
13 636 (13.44%) Containerisation
14 586 (12.39%) ETL
15 544 (11.50%) Data Science
16 532 (11.24%) Observability
17 474 (10.02%) Test Automation
18 462 (9.77%) Business Intelligence
19 445 (9.41%) Continuous Improvement
20 428 (9.05%) Validation
Programming Languages
1 1,569 (33.16%) SQL
2 692 (14.63%) Java
3 616 (13.02%) PowerShell
4 606 (12.81%) Bash
5 368 (7.78%) JavaScript
6 338 (7.14%) TypeScript
7 276 (5.83%) C#
8 187 (3.95%) Go
9 142 (3.00%) R
10 109 (2.30%) C++
11 105 (2.22%) Scala
12 103 (2.18%) Shell Script
13 91 (1.92%) Bicep
14 54 (1.14%) Rust
15 51 (1.08%) C
15 51 (1.08%) Groovy
15 51 (1.08%) PL/SQL
16 50 (1.06%) Perl
17 46 (0.97%) Data Analysis Expressions
17 46 (0.97%) Ruby
Qualifications
1 1,041 (22.00%) Security Cleared
2 821 (17.35%) SC Cleared
3 375 (7.93%) Degree
4 171 (3.61%) DV Cleared
5 133 (2.81%) Computer Science Degree
6 110 (2.33%) AWS Certification
7 109 (2.30%) Azure Certification
8 103 (2.18%) BPSS Clearance
9 83 (1.75%) CISSP
10 79 (1.67%) Cisco Certification
11 65 (1.37%) Master's Degree
12 50 (1.06%) CCNP
13 37 (0.78%) Microsoft Certification
14 35 (0.74%) CISM
14 35 (0.74%) PhD
15 33 (0.70%) VMware Certified Professional (VCP)
16 29 (0.61%) CCIE
17 26 (0.55%) AWS Certified Solutions Architect
18 23 (0.49%) DBS Check
19 22 (0.47%) CCNA
Quality Assurance & Compliance
1 487 (10.29%) Data Quality
2 207 (4.38%) QA
3 110 (2.33%) GDPR
4 103 (2.18%) NIST
5 99 (2.09%) ISO/IEC 27001
6 74 (1.56%) Accessibility
7 26 (0.55%) WCAG
8 25 (0.53%) SLA
9 21 (0.44%) NCSC
10 20 (0.42%) PCI DSS
10 20 (0.42%) Sarbanes-Oxley
11 18 (0.38%) Actionable Recommendations
11 18 (0.38%) HIPAA
12 10 (0.21%) California Consumer Privacy Act
13 9 (0.19%) SOC 2
14 8 (0.17%) GRC
15 7 (0.15%) Cyber Essentials
15 7 (0.15%) ISO 20022
16 5 (0.11%) HL7
16 5 (0.11%) PMO
System Software
1 773 (16.34%) Docker
2 131 (2.77%) Active Directory
3 106 (2.24%) VMware Infrastructure
4 65 (1.37%) Virtual Machines
5 41 (0.87%) vSphere
6 34 (0.72%) VMware NSX
7 31 (0.66%) Hyper-V
8 29 (0.61%) Firmware
9 22 (0.47%) VMware ESXi
10 14 (0.30%) NFS
11 12 (0.25%) KVM
12 10 (0.21%) Oracle RAC
13 9 (0.19%) Squid
13 9 (0.19%) Virtual Desktop
14 7 (0.15%) HDFS
14 7 (0.15%) Postfix
15 6 (0.13%) PowerHA
16 5 (0.11%) SRDF
17 4 (0.085%) Ceph
17 4 (0.085%) Varnish
Systems Management
1 1,069 (22.60%) Terraform
2 900 (19.02%) Kubernetes
3 521 (11.01%) Ansible
4 289 (6.11%) Grafana
5 234 (4.95%) Prometheus
6 73 (1.54%) Puppet
7 65 (1.37%) Argo
8 50 (1.06%) Progress Chef
9 37 (0.78%) vCenter Server
10 25 (0.53%) Control-M
10 25 (0.53%) Istio
11 24 (0.51%) Microsoft Intune
12 23 (0.49%) Kibana
12 23 (0.49%) Nessus
12 23 (0.49%) ZABBIX
13 22 (0.47%) Nagios
14 21 (0.44%) vRealize
15 17 (0.36%) HAProxy
15 17 (0.36%) IBM Guardium
15 17 (0.36%) Tivoli
Vendors
1 561 (11.86%) Microsoft
2 471 (9.96%) Databricks
3 265 (5.60%) Google
4 206 (4.35%) Oracle
5 184 (3.89%) Splunk
6 137 (2.90%) VMware
7 128 (2.71%) Cisco
8 123 (2.60%) OpenAI
9 103 (2.18%) ServiceNow
10 91 (1.92%) Red Hat
11 88 (1.86%) F5
12 84 (1.78%) Palo Alto
13 81 (1.71%) Dynatrace
14 67 (1.42%) Fortinet
15 66 (1.40%) IBM
16 65 (1.37%) Informatica
17 64 (1.35%) CyberArk
18 55 (1.16%) Foundry
19 52 (1.10%) Arista
20 48 (1.01%) SAP