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

6 months to
20 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,412 3,265 3,424
As % of all contract jobs in England 11.16% 13.32% 9.20%
As % of the Programming Languages category 40.22% 39.39% 31.68%
Number of daily rates quoted 3,037 2,357 2,491
10th Percentile £363 £393 £400
25th Percentile £425 £456 £463
Median daily rate (50th Percentile) £520 £550 £563
Median % change year-on-year -5.45% -2.22% -6.25%
75th Percentile £625 £699 £688
90th Percentile £750 £838 £800
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 111 44 87
10th Percentile £27.50 £21.25 £23.95
25th Percentile £41.94 £26.05 £40.88
Median hourly rate £57.50 £43.50 £60.00
Median % change year-on-year +32.18% -27.50% -7.69%
75th Percentile £74.26 £59.25 £70.00
90th Percentile £83.75 £76.75 £77.50
UK median hourly rate £55.00 £39.32 £52.50
% change year-on-year +39.88% -25.10% -19.23%

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 10,970 8,289 10,809
As % of all contract IT jobs advertised in England 27.74% 33.82% 29.05%
Number of daily rates quoted 7,303 5,733 7,855
10th Percentile £353 £363 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £501 £525 £540
Median % change year-on-year -4.67% -2.78% -4.85%
75th Percentile £606 £650 £656
90th Percentile £725 £775 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 520 211 434
10th Percentile £42.44 £25.25 £35.52
25th Percentile £55.91 £38.68 £47.50
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - -
75th Percentile £70.00 £68.25 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -1.92%

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 20 April 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 20 April 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 20 April 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 -3 2,513 £550 -8.33% 1,261
North of England +10 681 £478 -2.45% 484
South East -5 409 £500 -4.76% 556
Yorkshire 0 385 £475 -5.00% 175
Midlands -8 265 £498 +8.50% 263
North West +4 250 £500 +5.26% 241
South West +1 243 £500 -9.09% 223
West Midlands -7 205 £500 +1.01% 131
East of England -1 132 £500 -0.25% 239
East Midlands -11 59 £450 +5.88% 131
North East +10 55 £488 +1.30% 70
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
1 243 (5.51%) Apache Spark
2 182 (4.13%) Apache Airflow
3 131 (2.97%) Confluence
4 127 (2.88%) Apache
5 62 (1.41%) SAS
6 48 (1.09%) SharePoint
7 27 (0.61%) Jupyter
8 22 (0.50%) Microsoft Exchange
9 17 (0.39%) OpenStack
10 15 (0.34%) Palantir Foundry
11 14 (0.32%) Appian
11 14 (0.32%) nginx
12 10 (0.23%) Camunda
13 8 (0.18%) Apache Superset
13 8 (0.18%) CMS
14 7 (0.16%) ArcGIS
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.091%) CICS
17 3 (0.068%) IIS
Applications
1 130 (2.95%) Microsoft Excel
2 24 (0.54%) Chatbot
3 22 (0.50%) Microsoft Office
3 22 (0.50%) MS Visio
4 21 (0.48%) Microsoft PowerPoint
5 18 (0.41%) Spreadsheet
6 6 (0.14%) CPLEX
7 5 (0.11%) Weka
8 4 (0.091%) Microsoft Project
9 3 (0.068%) LaTeX
10 1 (0.023%) OrCAD
Business Applications
1 27 (0.61%) Aladdin
2 12 (0.27%) SAP S/4HANA
3 9 (0.20%) Fidessa
4 6 (0.14%) SAP IBP
5 5 (0.11%) BambooHR
5 5 (0.11%) Oracle EBS
6 4 (0.091%) Bloomberg AIM
7 3 (0.068%) Actimize
8 2 (0.045%) Dynamics CRM
8 2 (0.045%) Front Arena
8 2 (0.045%) Global One
8 2 (0.045%) NEC Housing
8 2 (0.045%) NetSuite
8 2 (0.045%) Remedy ITSM
9 1 (0.023%) Odoo
9 1 (0.023%) Oracle Assets
9 1 (0.023%) Salesforce CRM
9 1 (0.023%) SAP BPC
9 1 (0.023%) Shopify
9 1 (0.023%) Sprinklr
Cloud Services
1 1,675 (37.96%) AWS
2 1,537 (34.84%) Azure
3 681 (15.44%) GCP
4 578 (13.10%) GitHub
5 469 (10.63%) Power Platform
6 411 (9.32%) Serverless
7 340 (7.71%) Azure DevOps
8 327 (7.41%) Amazon S3
9 312 (7.07%) GitHub Actions
10 299 (6.78%) AWS Lambda
11 259 (5.87%) Azure Data Factory
12 201 (4.56%) Snowflake
13 179 (4.06%) AWS CloudFormation
14 157 (3.56%) Azure Synapse Analytics
15 154 (3.49%) OpenShift
16 143 (3.24%) dbt
17 135 (3.06%) Amazon EKS
18 123 (2.79%) Amazon ECS
19 102 (2.31%) Amazon EC2
20 101 (2.29%) Amazon CloudWatch
Communications & Networking
1 156 (3.54%) Firewall
2 122 (2.77%) DNS
3 92 (2.09%) Network Security
4 81 (1.84%) TCP/IP
5 68 (1.54%) VPN
6 67 (1.52%) BGP
7 60 (1.36%) WAN
8 44 (1.00%) HTTP
9 37 (0.84%) MPLS
10 34 (0.77%) OSPF
11 32 (0.73%) VLAN
12 30 (0.68%) DHCP
13 28 (0.63%) LAN
14 27 (0.61%) SAN
15 26 (0.59%) Wireshark
16 24 (0.54%) SD-WAN
16 24 (0.54%) SNMP
16 24 (0.54%) SSL
16 24 (0.54%) VXLAN
17 19 (0.43%) BIG-IP
Database & Business Intelligence
1 394 (8.93%) Power BI
2 296 (6.71%) PostgreSQL
3 255 (5.78%) Data Warehouse
4 209 (4.74%) SQL Server
5 206 (4.67%) Data Lake
6 176 (3.99%) NoSQL
7 173 (3.92%) Tableau
8 154 (3.49%) Relational Database
9 138 (3.13%) Metadata
10 121 (2.74%) BigQuery
11 116 (2.63%) Delta Lake
12 112 (2.54%) Big Data
13 107 (2.43%) Amazon Redshift
14 98 (2.22%) Amazon Athena
15 88 (1.99%) Amazon RDS
16 87 (1.97%) Azure SQL Database
17 80 (1.81%) MongoDB
17 80 (1.81%) MySQL
18 65 (1.47%) DynamoDB
19 59 (1.34%) Hadoop
Development Applications
1 548 (12.42%) Git
2 410 (9.29%) Jenkins
3 305 (6.91%) GitLab
4 240 (5.44%) JIRA
5 75 (1.70%) Selenium
6 73 (1.65%) MLflow
7 48 (1.09%) Postman
8 37 (0.84%) Cucumber
9 36 (0.82%) Bitbucket
10 30 (0.68%) JUnit
11 27 (0.61%) Artifactory
11 27 (0.61%) SpecFlow
12 25 (0.57%) Cypress.io
13 23 (0.52%) JMeter
13 23 (0.52%) Sonatype Nexus
14 22 (0.50%) Gatling
14 22 (0.50%) Maven
15 21 (0.48%) Robot Framework
15 21 (0.48%) SonarQube
16 17 (0.39%) REST Assured
General
1 1,033 (23.41%) Social Skills
2 890 (20.17%) Finance
3 633 (14.35%) Analytical Skills
4 402 (9.11%) Public Sector
5 332 (7.52%) Banking
6 163 (3.69%) Front Office
7 120 (2.72%) Documentation Skills
8 75 (1.70%) Investment Banking
9 65 (1.47%) Marketing
10 54 (1.22%) Retail
11 52 (1.18%) Telecoms
12 51 (1.16%) Pharmaceutical
13 47 (1.07%) Inclusion and Diversity
14 46 (1.04%) Legal
15 41 (0.93%) Influencing Skills
16 34 (0.77%) Financial Institution
16 34 (0.77%) Manufacturing
17 28 (0.63%) Presentation Skills
18 27 (0.61%) Publishing
19 26 (0.59%) Military
Job Titles
1 828 (18.77%) Developer
2 676 (15.32%) Data Engineer
3 610 (13.83%) Senior
4 395 (8.95%) Python Developer
5 302 (6.84%) Lead
6 299 (6.78%) Architect
7 240 (5.44%) Analyst
8 229 (5.19%) DevOps Engineer
8 229 (5.19%) Software Engineer
9 222 (5.03%) Python Engineer
10 197 (4.47%) Artificial Intelligence Engineer
11 187 (4.24%) Data Scientist
12 177 (4.01%) AWS Engineer
13 146 (3.31%) Azure Engineer
14 144 (3.26%) Platform Engineer
15 133 (3.01%) Senior Data Engineer
16 132 (2.99%) Senior Developer
17 126 (2.86%) Data Analyst
18 111 (2.52%) Full-Stack Developer
19 98 (2.22%) Security Engineer
Libraries, Frameworks & Software Standards
1 358 (8.11%) REST
2 325 (7.37%) React
3 316 (7.16%) Kafka
4 284 (6.44%) PySpark
5 223 (5.05%) Node.js
6 202 (4.58%) Pandas
7 191 (4.33%) .NET
8 172 (3.90%) PyTorch
9 144 (3.26%) RESTful
10 135 (3.06%) JSON
11 131 (2.97%) NumPy
11 131 (2.97%) TensorFlow
12 127 (2.88%) scikit-learn
13 126 (2.86%) FastAPI
14 108 (2.45%) AngularJS
15 107 (2.43%) LangChain
16 96 (2.18%) Django
16 96 (2.18%) YAML
17 95 (2.15%) LDAP
18 93 (2.11%) Flask
Miscellaneous
1 427 (9.68%) Cloud Native
2 178 (4.03%) Distributed Systems
3 142 (3.22%) Algorithms
4 133 (3.01%) Product Ownership
5 113 (2.56%) Equities
5 113 (2.56%) Fixed Income
6 109 (2.47%) AI Agents
7 105 (2.38%) Data Protection Act
8 98 (2.22%) Derivative
9 93 (2.11%) Data Structures
10 86 (1.95%) Onboarding
11 84 (1.90%) Enterprise Software
12 81 (1.84%) Hybrid Cloud
13 80 (1.81%) Security Posture
14 79 (1.79%) Data Centre
15 69 (1.56%) Management Information System
16 67 (1.52%) Legacy Systems
17 62 (1.41%) Public Cloud
18 48 (1.09%) Hedge funds
19 44 (1.00%) Greenfield Project
Operating Systems
1 541 (12.26%) Linux
2 239 (5.42%) Windows
3 160 (3.63%) Unix
4 82 (1.86%) Red Hat Enterprise Linux
5 57 (1.29%) Windows Server
6 36 (0.82%) VMS
7 33 (0.75%) Ubuntu
8 29 (0.66%) Android
9 18 (0.41%) AIX
9 18 (0.41%) CentOS
10 16 (0.36%) Apple iOS
11 15 (0.34%) Mac OS
11 15 (0.34%) Solaris
12 9 (0.20%) Debian
13 8 (0.18%) zOS
14 6 (0.14%) Embedded Linux
15 5 (0.11%) Windows 7
16 4 (0.091%) Amazon Linux
16 4 (0.091%) Rocky
17 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,600 (36.26%) CI/CD
2 1,208 (27.38%) DevOps
3 979 (22.19%) Agile
4 976 (22.12%) AI
5 959 (21.74%) Analytics
6 897 (20.33%) Problem-Solving
7 750 (17.00%) Infrastructure as Code
8 737 (16.70%) Data Pipeline
9 681 (15.44%) Machine Learning
10 645 (14.62%) Data Engineering
11 635 (14.39%) Containerisation
12 618 (14.01%) Data Modelling
13 607 (13.76%) ETL
14 531 (12.04%) Data Science
15 530 (12.01%) Software Engineering
16 481 (10.90%) Test Automation
17 467 (10.58%) Business Intelligence
18 428 (9.70%) Observability
19 362 (8.20%) LLM
20 352 (7.98%) Validation
Programming Languages
1 1,508 (34.18%) SQL
2 687 (15.57%) Java
3 552 (12.51%) PowerShell
4 474 (10.74%) Bash
5 431 (9.77%) JavaScript
6 308 (6.98%) C#
7 305 (6.91%) TypeScript
8 181 (4.10%) Go
9 153 (3.47%) R
10 133 (3.01%) Scala
11 124 (2.81%) C++
12 95 (2.15%) Shell Script
13 82 (1.86%) Ruby
14 72 (1.63%) Bicep
15 60 (1.36%) Perl
16 50 (1.13%) Kusto Query Language
17 49 (1.11%) C
18 47 (1.07%) Data Analysis Expressions
19 42 (0.95%) T-SQL
20 40 (0.91%) PL/SQL
Qualifications
1 1,025 (23.23%) Security Cleared
2 839 (19.02%) SC Cleared
3 353 (8.00%) Degree
4 163 (3.69%) Computer Science Degree
5 124 (2.81%) DV Cleared
6 107 (2.43%) BPSS Clearance
7 96 (2.18%) Azure Certification
8 85 (1.93%) CISSP
9 78 (1.77%) Master's Degree
10 77 (1.75%) AWS Certification
11 67 (1.52%) Cisco Certification
12 49 (1.11%) CCNP
13 43 (0.97%) CISM
14 39 (0.88%) PhD
15 33 (0.75%) VMware Certified Professional (VCP)
16 29 (0.66%) Microsoft Certification
17 25 (0.57%) CCNA
18 23 (0.52%) AWS Certified Solutions Architect
18 23 (0.52%) CCIE
19 22 (0.50%) GIAC
Quality Assurance & Compliance
1 444 (10.06%) Data Quality
2 183 (4.15%) QA
3 158 (3.58%) GDPR
4 93 (2.11%) NIST
5 88 (1.99%) ISO/IEC 27001
6 57 (1.29%) Accessibility
7 26 (0.59%) PCI DSS
7 26 (0.59%) Sarbanes-Oxley
8 25 (0.57%) SLA
9 21 (0.48%) HIPAA
10 18 (0.41%) NCSC
11 16 (0.36%) WCAG
12 13 (0.29%) Actionable Recommendations
13 9 (0.20%) Cyber Essentials
13 9 (0.20%) ISO 20022
13 9 (0.20%) SOC 2
14 8 (0.18%) California Consumer Privacy Act
14 8 (0.18%) PMO
15 7 (0.16%) GRC
16 6 (0.14%) PSD2
System Software
1 748 (16.95%) Docker
2 154 (3.49%) Active Directory
3 90 (2.04%) VMware Infrastructure
4 58 (1.31%) Virtual Machines
5 39 (0.88%) VMware NSX
6 38 (0.86%) vSphere
7 27 (0.61%) Firmware
8 20 (0.45%) Hyper-V
9 13 (0.29%) KVM
9 13 (0.29%) VMware ESXi
10 9 (0.20%) HDFS
11 6 (0.14%) GPFS
11 6 (0.14%) Lustre
11 6 (0.14%) Postfix
11 6 (0.14%) Slurm Workload Manager
12 5 (0.11%) NFS
12 5 (0.11%) Virtual Desktop
13 4 (0.091%) Ceph
13 4 (0.091%) Squid
13 4 (0.091%) SRDF
Systems Management
1 937 (21.24%) Terraform
2 843 (19.11%) Kubernetes
3 417 (9.45%) Ansible
4 259 (5.87%) Grafana
5 223 (5.05%) Prometheus
6 70 (1.59%) Argo
7 65 (1.47%) Puppet
8 42 (0.95%) Istio
9 36 (0.82%) Kibana
10 34 (0.77%) vCenter Server
11 26 (0.59%) Progress Chef
12 25 (0.57%) Nessus
13 23 (0.52%) Control-M
13 23 (0.52%) vRealize
14 22 (0.50%) Rancher
15 19 (0.43%) Kubeflow
15 19 (0.43%) Nagios
16 18 (0.41%) Microsoft Intune
17 17 (0.39%) IBM Guardium
18 16 (0.36%) HAProxy
Vendors
1 553 (12.53%) Microsoft
2 495 (11.22%) Databricks
3 234 (5.30%) Google
4 191 (4.33%) Oracle
4 191 (4.33%) Splunk
5 151 (3.42%) VMware
6 123 (2.79%) Red Hat
7 109 (2.47%) OpenAI
8 104 (2.36%) Cisco
9 87 (1.97%) CyberArk
10 85 (1.93%) ServiceNow
11 72 (1.63%) BeyondTrust
12 60 (1.36%) Foundry
13 51 (1.16%) Informatica
14 50 (1.13%) F5
15 49 (1.11%) IBM
16 47 (1.07%) Dynatrace
16 47 (1.07%) Palo Alto
17 43 (0.97%) SAP
18 39 (0.88%) Atlassian