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

6 months to
15 Jul 2026
Same period 2025 Same period 2024
Rank 13 10 14
Rank change year-on-year -3 +4 -3
Contract jobs citing Python 4,752 3,525 3,592
As % of all contract jobs in England 10.62% 12.99% 9.80%
As % of the Programming Languages category 39.88% 39.21% 31.64%
Number of daily rates quoted 3,168 2,455 2,676
10th Percentile £368 £364 £375
25th Percentile £434 £438 £463
Median daily rate (50th Percentile) £526 £550 £575
Median % change year-on-year -4.45% -4.35% -4.17%
75th Percentile £638 £675 £713
90th Percentile £750 £813 £850
UK median daily rate £525 £531 £555
% change year-on-year -1.18% -4.28% -7.50%
Number of hourly rates quoted 107 62 101
10th Percentile £28.50 £28.18 £22.00
25th Percentile £41.88 £35.00 £46.18
Median hourly rate £55.00 £50.00 £65.00
Median % change year-on-year +10.00% -23.08% -0.76%
75th Percentile £77.50 £58.75 £71.88
90th Percentile £88.75 £75.00 £77.50
UK median hourly rate £53.50 £50.00 £61.00
% change year-on-year +7.00% -18.03% -6.15%

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 11,916 8,990 11,351
As % of all contract IT jobs advertised in England 26.63% 33.13% 30.95%
Number of daily rates quoted 7,755 6,198 8,153
10th Percentile £362 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £520 £540
Median % change year-on-year - -3.70% -1.82%
75th Percentile £617 £638 £650
90th Percentile £738 £775 £788
UK median daily rate £511 £505 £525
% change year-on-year +1.14% -3.76% -4.55%
Number of hourly rates quoted 501 234 461
10th Percentile £34.01 £28.25 £35.64
25th Percentile £55.00 £36.74 £50.00
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 £82.25 £82.07 £75.00
UK median hourly rate £65.00 £56.75 £62.50
% change year-on-year +14.54% -9.20% -

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 15 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 15 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 15 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 2,734 £550 -4.35% 1,400
North of England +6 785 £491 +2.29% 726
South East -7 445 £537 +7.40% 753
Yorkshire +1 424 £500 +1.46% 245
North West +6 285 £525 +10.53% 361
South West 0 280 £500 -9.09% 326
Midlands -13 255 £476 +5.78% 381
West Midlands -16 205 £475 +5.56% 186
East of England -14 133 £500 -0.50% 370
North East +5 89 £425 -2.86% 123
East Midlands -7 49 £485 +8.50% 195
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 (5.26%) Apache Spark
2 235 (4.95%) Apache Airflow
3 175 (3.68%) Apache
4 147 (3.09%) Confluence
5 49 (1.03%) SAS
6 47 (0.99%) Jupyter
7 44 (0.93%) SharePoint
8 23 (0.48%) OpenStack
9 19 (0.40%) Palantir Foundry
10 15 (0.32%) ArcGIS
11 14 (0.29%) Microsoft Exchange
11 14 (0.29%) nginx
12 11 (0.23%) IIS
13 8 (0.17%) Apache Superset
13 8 (0.17%) CMS
14 6 (0.13%) Camunda
14 6 (0.13%) CICS
14 6 (0.13%) Tomcat
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
Applications
1 106 (2.23%) Microsoft Excel
2 27 (0.57%) Chatbot
2 27 (0.57%) Microsoft Office
3 22 (0.46%) Microsoft PowerPoint
4 20 (0.42%) MS Visio
5 18 (0.38%) Spreadsheet
6 14 (0.29%) CPLEX
7 2 (0.042%) Microsoft Project
8 1 (0.021%) OrCAD
8 1 (0.021%) Simulink
8 1 (0.021%) SPSS
8 1 (0.021%) Weka
8 1 (0.021%) Zemax
Business Applications
1 24 (0.51%) Aladdin
2 20 (0.42%) 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 (0.084%) Oracle ERP
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
10 2 (0.042%) Bloomberg AIM
10 2 (0.042%) Endur
10 2 (0.042%) Front Arena
10 2 (0.042%) Global One
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 1,799 (37.86%) AWS
2 1,627 (34.24%) Azure
3 694 (14.60%) GCP
4 559 (11.76%) GitHub
5 449 (9.45%) Power Platform
6 404 (8.50%) Serverless
7 364 (7.66%) Amazon S3
8 353 (7.43%) Azure DevOps
9 324 (6.82%) GitHub Actions
10 301 (6.33%) AWS Lambda
11 241 (5.07%) Snowflake
12 223 (4.69%) Azure Data Factory
13 200 (4.21%) dbt
14 145 (3.05%) AWS CloudFormation
15 141 (2.97%) Azure Synapse Analytics
16 139 (2.93%) Amazon CloudWatch
17 138 (2.90%) Amazon EKS
18 136 (2.86%) OpenShift
19 109 (2.29%) Amazon EC2
20 100 (2.10%) Entra ID
Communications & Networking
1 230 (4.84%) Firewall
2 159 (3.35%) DNS
3 119 (2.50%) TCP/IP
4 114 (2.40%) BGP
5 111 (2.34%) WAN
6 101 (2.13%) Network Security
7 100 (2.10%) VPN
8 67 (1.41%) OSPF
9 51 (1.07%) BIG-IP
10 50 (1.05%) DHCP
10 50 (1.05%) SD-WAN
11 47 (0.99%) VLAN
12 44 (0.93%) HTTP
12 44 (0.93%) VXLAN
13 42 (0.88%) F5 BIG-IP LTM
14 40 (0.84%) LAN
14 40 (0.84%) MPLS
15 37 (0.78%) SNMP
15 37 (0.78%) SSL
16 34 (0.72%) SAN
Database & Business Intelligence
1 393 (8.27%) Power BI
2 303 (6.38%) PostgreSQL
3 285 (6.00%) Data Warehouse
4 221 (4.65%) SQL Server
5 181 (3.81%) Tableau
6 176 (3.70%) Data Lake
7 149 (3.14%) Metadata
8 148 (3.11%) Relational Database
9 142 (2.99%) NoSQL
10 136 (2.86%) BigQuery
11 121 (2.55%) Amazon Redshift
12 120 (2.53%) Big Data
13 116 (2.44%) Amazon Athena
14 111 (2.34%) Delta Lake
15 95 (2.00%) Amazon RDS
16 93 (1.96%) MongoDB
17 84 (1.77%) DynamoDB
18 64 (1.35%) Snowflake Schema
19 63 (1.33%) MySQL
20 58 (1.22%) Redis
Development Applications
1 559 (11.76%) Git
2 414 (8.71%) Jenkins
3 341 (7.18%) GitLab
4 268 (5.64%) JIRA
5 66 (1.39%) Selenium
6 58 (1.22%) MLflow
7 39 (0.82%) Postman
8 36 (0.76%) Bitbucket
9 30 (0.63%) JMeter
10 28 (0.59%) Artifactory
10 28 (0.59%) Cypress.io
10 28 (0.59%) SonarQube
11 27 (0.57%) Cucumber
12 23 (0.48%) Maven
13 22 (0.46%) JUnit
13 22 (0.46%) REST Assured
14 21 (0.44%) Gatling
15 20 (0.42%) Sonatype Nexus
16 16 (0.34%) Zephyr
17 15 (0.32%) Robot Framework
General
1 1,032 (21.72%) Finance
2 1,029 (21.65%) Social Skills
3 677 (14.25%) Analytical Skills
4 467 (9.83%) Public Sector
5 372 (7.83%) Banking
6 189 (3.98%) Front Office
7 106 (2.23%) Documentation Skills
8 105 (2.21%) Investment Banking
9 88 (1.85%) Inclusion and Diversity
10 87 (1.83%) Retail
11 74 (1.56%) Marketing
12 58 (1.22%) Pharmaceutical
13 55 (1.16%) Telecoms
14 44 (0.93%) Financial Institution
14 44 (0.93%) Legal
15 41 (0.86%) Publishing
16 38 (0.80%) Military
17 37 (0.78%) Influencing Skills
18 28 (0.59%) Aerospace
19 27 (0.57%) Manufacturing
Job Titles
1 814 (17.13%) Developer
2 745 (15.68%) Senior
3 736 (15.49%) Data Engineer
4 412 (8.67%) Python Developer
5 394 (8.29%) Lead
6 276 (5.81%) DevOps Engineer
7 267 (5.62%) Python Engineer
8 266 (5.60%) Architect
9 262 (5.51%) Software Engineer
10 250 (5.26%) Analyst
11 210 (4.42%) Artificial Intelligence Engineer
12 186 (3.91%) AWS Engineer
13 184 (3.87%) Data Scientist
14 151 (3.18%) Senior Developer
15 148 (3.11%) Senior Data Engineer
16 142 (2.99%) Azure Engineer
17 140 (2.95%) Platform Engineer
18 137 (2.88%) Cloud Engineer
19 126 (2.65%) Data Analyst
20 110 (2.31%) Security Engineer
Libraries, Frameworks & Software Standards
1 344 (7.24%) REST
2 318 (6.69%) React
3 310 (6.52%) PySpark
4 309 (6.50%) Kafka
5 211 (4.44%) .NET
6 180 (3.79%) Node.js
7 172 (3.62%) Pandas
8 168 (3.54%) JSON
9 167 (3.51%) RESTful
10 161 (3.39%) FastAPI
11 148 (3.11%) Django
12 134 (2.82%) PyTorch
13 120 (2.53%) LangChain
14 102 (2.15%) NumPy
15 97 (2.04%) scikit-learn
16 94 (1.98%) TensorFlow
17 92 (1.94%) OpenTelemetry
18 91 (1.91%) Flask
19 90 (1.89%) Spring
20 89 (1.87%) YAML
Miscellaneous
1 641 (13.49%) Cloud Native
2 263 (5.53%) Distributed Systems
3 161 (3.39%) Onboarding
4 154 (3.24%) AI Agents
5 138 (2.90%) Data Centre
6 122 (2.57%) Product Ownership
7 117 (2.46%) Algorithms
8 110 (2.31%) Legacy Systems
9 108 (2.27%) Hybrid Cloud
10 105 (2.21%) Data Protection Act
10 105 (2.21%) Data Structures
11 103 (2.17%) Fixed Income
12 102 (2.15%) Derivative
13 94 (1.98%) Equities
14 83 (1.75%) Management Information System
15 74 (1.56%) Security Posture
16 59 (1.24%) Public Cloud
17 51 (1.07%) Self-Motivation
18 48 (1.01%) Greenfield Project
19 47 (0.99%) Linux Command Line
Operating Systems
1 568 (11.95%) Linux
2 276 (5.81%) Windows
3 180 (3.79%) Unix
4 106 (2.23%) Red Hat Enterprise Linux
5 61 (1.28%) Windows Server
6 36 (0.76%) Ubuntu
7 27 (0.57%) VMS
8 24 (0.51%) AIX
9 22 (0.46%) Android
10 15 (0.32%) Apple iOS
11 14 (0.29%) Solaris
12 13 (0.27%) CentOS
13 11 (0.23%) zOS
14 8 (0.17%) Mac OS
15 7 (0.15%) Windows Server 2019
16 6 (0.13%) Amazon Linux
16 6 (0.13%) Debian
16 6 (0.13%) Embedded Linux
17 5 (0.11%) Rocky
18 3 (0.063%) Alpine Linux
Processes & Methodologies
1 1,802 (37.92%) CI/CD
2 1,336 (28.11%) DevOps
3 1,164 (24.49%) AI
4 1,060 (22.31%) Agile
5 1,007 (21.19%) Analytics
6 885 (18.62%) Infrastructure as Code
7 859 (18.08%) Data Pipeline
8 800 (16.84%) Problem-Solving
9 757 (15.93%) Machine Learning
10 709 (14.92%) Data Engineering
11 686 (14.44%) Software Engineering
12 647 (13.62%) Containerisation
13 643 (13.53%) Data Modelling
14 595 (12.52%) ETL
15 551 (11.60%) Data Science
16 523 (11.01%) Observability
17 483 (10.16%) Test Automation
18 462 (9.72%) Business Intelligence
19 436 (9.18%) Continuous Improvement
20 423 (8.90%) LLM
Programming Languages
1 1,586 (33.38%) SQL
2 706 (14.86%) Java
3 599 (12.61%) PowerShell
4 587 (12.35%) Bash
5 380 (8.00%) JavaScript
6 341 (7.18%) TypeScript
7 291 (6.12%) C#
8 191 (4.02%) Go
9 145 (3.05%) R
10 115 (2.42%) Scala
11 107 (2.25%) C++
12 103 (2.17%) Shell Script
13 80 (1.68%) Bicep
14 52 (1.09%) PL/SQL
14 52 (1.09%) Rust
15 51 (1.07%) C
16 49 (1.03%) Groovy
17 48 (1.01%) Ruby
18 47 (0.99%) Data Analysis Expressions
18 47 (0.99%) Perl
Qualifications
1 1,042 (21.93%) Security Cleared
2 822 (17.30%) SC Cleared
3 374 (7.87%) Degree
4 168 (3.54%) DV Cleared
5 143 (3.01%) Computer Science Degree
6 113 (2.38%) BPSS Clearance
7 106 (2.23%) AWS Certification
8 104 (2.19%) Azure Certification
9 85 (1.79%) CISSP
10 76 (1.60%) Cisco Certification
11 69 (1.45%) Master's Degree
12 47 (0.99%) CCNP
13 35 (0.74%) CISM
14 33 (0.69%) Microsoft Certification
14 33 (0.69%) PhD
14 33 (0.69%) VMware Certified Professional (VCP)
15 30 (0.63%) CCIE
16 25 (0.53%) AWS Certified Solutions Architect
17 21 (0.44%) CCNA
17 21 (0.44%) DBS Check
Quality Assurance & Compliance
1 480 (10.10%) Data Quality
2 205 (4.31%) QA
3 115 (2.42%) GDPR
4 103 (2.17%) NIST
5 99 (2.08%) ISO/IEC 27001
6 73 (1.54%) Accessibility
7 26 (0.55%) WCAG
8 24 (0.51%) SLA
9 22 (0.46%) HIPAA
9 22 (0.46%) PCI DSS
10 21 (0.44%) NCSC
11 20 (0.42%) Sarbanes-Oxley
12 16 (0.34%) Actionable Recommendations
13 11 (0.23%) SOC 2
14 9 (0.19%) California Consumer Privacy Act
15 8 (0.17%) GRC
16 7 (0.15%) Cyber Essentials
16 7 (0.15%) ISO 20022
17 5 (0.11%) HL7
17 5 (0.11%) PMO
System Software
1 774 (16.29%) Docker
2 119 (2.50%) Active Directory
3 100 (2.10%) VMware Infrastructure
4 67 (1.41%) Virtual Machines
5 39 (0.82%) vSphere
6 34 (0.72%) VMware NSX
7 29 (0.61%) Hyper-V
8 26 (0.55%) Firmware
9 22 (0.46%) VMware ESXi
10 14 (0.29%) 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 5 (0.11%) SRDF
16 4 (0.084%) Ceph
16 4 (0.084%) Slurm Workload Manager
16 4 (0.084%) Varnish
Systems Management
1 1,061 (22.33%) Terraform
2 895 (18.83%) Kubernetes
3 518 (10.90%) Ansible
4 287 (6.04%) Grafana
5 237 (4.99%) Prometheus
6 73 (1.54%) Puppet
7 63 (1.33%) Argo
8 48 (1.01%) Progress Chef
9 37 (0.78%) vCenter Server
10 28 (0.59%) Istio
11 27 (0.57%) Control-M
11 27 (0.57%) Kibana
12 25 (0.53%) Nessus
13 23 (0.48%) Microsoft Intune
13 23 (0.48%) Nagios
13 23 (0.48%) ZABBIX
14 22 (0.46%) vRealize
15 18 (0.38%) HAProxy
15 18 (0.38%) IBM Guardium
16 17 (0.36%) Tivoli
Vendors
1 549 (11.55%) Microsoft
2 476 (10.02%) Databricks
3 266 (5.60%) Google
4 219 (4.61%) Oracle
5 186 (3.91%) Splunk
6 133 (2.80%) VMware
7 126 (2.65%) Cisco
8 122 (2.57%) OpenAI
9 102 (2.15%) ServiceNow
10 92 (1.94%) Red Hat
11 89 (1.87%) F5
12 81 (1.70%) Palo Alto
13 77 (1.62%) Dynatrace
14 67 (1.41%) Informatica
15 64 (1.35%) IBM
16 63 (1.33%) CyberArk
16 63 (1.33%) Fortinet
17 57 (1.20%) Foundry
18 53 (1.12%) Arista
19 47 (0.99%) SAP