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

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,398 3,263 3,445
As % of all contract jobs in England 11.20% 13.37% 9.23%
As % of the Programming Languages category 40.27% 39.52% 31.81%
Number of daily rates quoted 3,037 2,354 2,504
10th Percentile £363 £393 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £520 £563 £554
Median % change year-on-year -7.56% +1.58% -7.71%
75th Percentile £625 £700 £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 109 44 87
10th Percentile £27.50 £21.48 £22.00
25th Percentile £41.94 £26.30 £37.50
Median hourly rate £57.50 £46.25 £57.50
Median % change year-on-year +24.32% -19.57% -11.54%
75th Percentile £74.26 £61.38 £67.75
90th Percentile £83.75 £76.75 £76.00
UK median hourly rate £55.00 £43.50 £50.25
% change year-on-year +26.44% -13.43% -22.69%

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 10,922 8,256 10,829
As % of all contract IT jobs advertised in England 27.82% 33.83% 29.01%
Number of daily rates quoted 7,297 5,690 7,869
10th Percentile £355 £361 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £501 £525 £538
Median % change year-on-year -4.67% -2.42% -5.61%
75th Percentile £608 £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 513 211 430
10th Percentile £41.94 £25.26 £35.00
25th Percentile £55.00 £39.25 £46.25
Median hourly rate £65.00 £62.50 £61.05
Median % change year-on-year +4.00% +2.38% -2.32%
75th Percentile £70.00 £68.63 £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% -4.00%

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 16 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 16 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 16 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 2,496 £550 -8.33% 1,180
North of England +10 676 £481 -2.18% 489
South East -4 413 £500 -4.76% 601
Yorkshire +1 376 £475 -5.00% 187
Midlands -3 274 £492 +7.19% 280
North West +2 254 £500 +4.06% 232
South West -2 239 £500 -9.09% 236
West Midlands -4 212 £496 +0.25% 145
East of England -2 131 £500 -0.25% 246
East Midlands -11 61 £450 +5.88% 134
North East +9 55 £475 -2.56% 72
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 (5.53%) Apache Spark
2 182 (4.14%) Apache Airflow
3 130 (2.96%) Confluence
4 127 (2.89%) Apache
5 68 (1.55%) SAS
6 48 (1.09%) SharePoint
7 28 (0.64%) Jupyter
8 22 (0.50%) Microsoft Exchange
9 21 (0.48%) OpenStack
10 15 (0.34%) Palantir Foundry
11 14 (0.32%) Appian
12 13 (0.30%) nginx
13 10 (0.23%) Camunda
14 8 (0.18%) Apache Superset
14 8 (0.18%) ArcGIS
15 7 (0.16%) CMS
16 5 (0.11%) WebSphere
16 5 (0.11%) WebSphere Application Server
17 3 (0.068%) CICS
17 3 (0.068%) IIS
Applications
1 126 (2.86%) Microsoft Excel
2 24 (0.55%) 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
6 6 (0.14%) Weka
7 4 (0.091%) Microsoft Project
8 3 (0.068%) LaTeX
9 1 (0.023%) OrCAD
Business Applications
1 25 (0.57%) Aladdin
2 12 (0.27%) SAP S/4HANA
3 9 (0.20%) Fidessa
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
4 5 (0.11%) SAP IBP
5 4 (0.091%) Bloomberg AIM
6 3 (0.068%) Actimize
7 2 (0.045%) Dynamics CRM
7 2 (0.045%) Front Arena
7 2 (0.045%) Global One
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
7 2 (0.045%) Remedy ITSM
8 1 (0.023%) Odoo
8 1 (0.023%) Oracle Assets
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) Sprinklr
Cloud Services
1 1,681 (38.22%) AWS
2 1,539 (34.99%) Azure
3 676 (15.37%) GCP
4 583 (13.26%) GitHub
5 473 (10.75%) Power Platform
6 411 (9.35%) Serverless
7 341 (7.75%) Azure DevOps
8 327 (7.44%) Amazon S3
9 311 (7.07%) GitHub Actions
10 300 (6.82%) AWS Lambda
11 257 (5.84%) Azure Data Factory
12 196 (4.46%) Snowflake
13 182 (4.14%) AWS CloudFormation
14 161 (3.66%) OpenShift
15 156 (3.55%) Azure Synapse Analytics
16 140 (3.18%) dbt
17 137 (3.12%) Amazon EKS
18 123 (2.80%) Amazon ECS
19 104 (2.36%) Amazon EC2
20 102 (2.32%) Amazon CloudWatch
Communications & Networking
1 162 (3.68%) Firewall
2 125 (2.84%) DNS
3 89 (2.02%) Network Security
4 80 (1.82%) TCP/IP
5 67 (1.52%) BGP
6 66 (1.50%) VPN
7 57 (1.30%) WAN
8 43 (0.98%) HTTP
9 37 (0.84%) MPLS
10 34 (0.77%) OSPF
11 31 (0.70%) VLAN
12 29 (0.66%) DHCP
13 28 (0.64%) LAN
14 26 (0.59%) SAN
14 26 (0.59%) Wireshark
15 25 (0.57%) SNMP
16 24 (0.55%) VXLAN
17 23 (0.52%) SSL
18 22 (0.50%) SD-WAN
19 19 (0.43%) BIG-IP
Database & Business Intelligence
1 395 (8.98%) Power BI
2 294 (6.68%) PostgreSQL
3 262 (5.96%) Data Warehouse
4 207 (4.71%) Data Lake
5 204 (4.64%) SQL Server
6 177 (4.02%) NoSQL
7 169 (3.84%) Tableau
8 162 (3.68%) Relational Database
9 139 (3.16%) Metadata
10 121 (2.75%) BigQuery
11 115 (2.61%) Delta Lake
12 114 (2.59%) Big Data
13 108 (2.46%) Amazon Redshift
14 97 (2.21%) Amazon Athena
15 89 (2.02%) Amazon RDS
16 87 (1.98%) Azure SQL Database
17 80 (1.82%) MySQL
18 79 (1.80%) MongoDB
19 64 (1.46%) DynamoDB
20 60 (1.36%) Hadoop
Development Applications
1 553 (12.57%) Git
2 421 (9.57%) Jenkins
3 308 (7.00%) GitLab
4 239 (5.43%) JIRA
5 81 (1.84%) Selenium
6 73 (1.66%) MLflow
7 47 (1.07%) Postman
8 37 (0.84%) Cucumber
9 34 (0.77%) Bitbucket
9 34 (0.77%) JUnit
10 26 (0.59%) Artifactory
10 26 (0.59%) Cypress.io
11 25 (0.57%) SpecFlow
12 24 (0.55%) JMeter
13 23 (0.52%) Sonatype Nexus
14 21 (0.48%) Gatling
14 21 (0.48%) Maven
14 21 (0.48%) Robot Framework
14 21 (0.48%) SonarQube
15 17 (0.39%) REST Assured
General
1 1,038 (23.60%) Social Skills
2 880 (20.01%) Finance
3 631 (14.35%) Analytical Skills
4 410 (9.32%) Public Sector
5 332 (7.55%) Banking
6 158 (3.59%) Front Office
7 119 (2.71%) Documentation Skills
8 72 (1.64%) Investment Banking
9 63 (1.43%) Marketing
10 54 (1.23%) Telecoms
11 53 (1.21%) Retail
12 50 (1.14%) Pharmaceutical
13 47 (1.07%) Inclusion and Diversity
13 47 (1.07%) Legal
14 41 (0.93%) Influencing Skills
15 35 (0.80%) Manufacturing
16 34 (0.77%) Financial Institution
17 29 (0.66%) Publishing
18 26 (0.59%) Military
18 26 (0.59%) Presentation Skills
Job Titles
1 829 (18.85%) Developer
2 675 (15.35%) Data Engineer
3 601 (13.67%) Senior
4 397 (9.03%) Python Developer
5 305 (6.93%) Architect
6 301 (6.84%) Lead
7 237 (5.39%) Analyst
8 227 (5.16%) DevOps Engineer
8 227 (5.16%) Software Engineer
9 212 (4.82%) Python Engineer
10 197 (4.48%) Artificial Intelligence Engineer
11 185 (4.21%) Data Scientist
12 175 (3.98%) AWS Engineer
13 145 (3.30%) Azure Engineer
13 145 (3.30%) Platform Engineer
14 132 (3.00%) Senior Developer
15 130 (2.96%) Senior Data Engineer
16 124 (2.82%) Data Analyst
17 111 (2.52%) Full-Stack Developer
18 93 (2.11%) Security Engineer
Libraries, Frameworks & Software Standards
1 363 (8.25%) REST
2 320 (7.28%) React
3 313 (7.12%) Kafka
4 284 (6.46%) PySpark
5 225 (5.12%) Node.js
6 203 (4.62%) Pandas
7 190 (4.32%) .NET
8 173 (3.93%) PyTorch
9 146 (3.32%) RESTful
10 134 (3.05%) NumPy
11 133 (3.02%) JSON
12 132 (3.00%) TensorFlow
13 130 (2.96%) scikit-learn
14 128 (2.91%) FastAPI
15 109 (2.48%) AngularJS
16 104 (2.36%) LangChain
17 97 (2.21%) Django
18 96 (2.18%) YAML
19 95 (2.16%) LDAP
20 94 (2.14%) pytest
Miscellaneous
1 423 (9.62%) Cloud Native
2 175 (3.98%) Distributed Systems
3 145 (3.30%) Algorithms
4 130 (2.96%) Product Ownership
5 111 (2.52%) Fixed Income
6 109 (2.48%) Equities
7 107 (2.43%) AI Agents
8 101 (2.30%) Data Protection Act
9 96 (2.18%) Data Structures
10 95 (2.16%) Derivative
11 85 (1.93%) Onboarding
12 84 (1.91%) Enterprise Software
13 81 (1.84%) Data Centre
13 81 (1.84%) Hybrid Cloud
14 80 (1.82%) Security Posture
15 69 (1.57%) Management Information System
16 67 (1.52%) Legacy Systems
17 62 (1.41%) Public Cloud
18 49 (1.11%) Hedge funds
19 46 (1.05%) Greenfield Project
Operating Systems
1 550 (12.51%) Linux
2 242 (5.50%) Windows
3 159 (3.62%) Unix
4 81 (1.84%) Red Hat Enterprise Linux
5 54 (1.23%) Windows Server
6 35 (0.80%) VMS
7 31 (0.70%) Ubuntu
8 28 (0.64%) Android
9 18 (0.41%) AIX
10 17 (0.39%) CentOS
11 15 (0.34%) Apple iOS
11 15 (0.34%) Mac OS
11 15 (0.34%) Solaris
12 8 (0.18%) Debian
13 7 (0.16%) zOS
14 6 (0.14%) Embedded Linux
14 6 (0.14%) Windows 7
15 4 (0.091%) Amazon Linux
15 4 (0.091%) Rocky
16 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,611 (36.63%) CI/CD
2 1,223 (27.81%) DevOps
3 992 (22.56%) Agile
4 976 (22.19%) AI
5 963 (21.90%) Analytics
6 906 (20.60%) Problem-Solving
7 753 (17.12%) Infrastructure as Code
8 741 (16.85%) Data Pipeline
9 684 (15.55%) Machine Learning
10 653 (14.85%) Containerisation
11 643 (14.62%) Data Engineering
12 621 (14.12%) Data Modelling
13 612 (13.92%) ETL
14 539 (12.26%) Data Science
15 531 (12.07%) Software Engineering
16 486 (11.05%) Test Automation
17 467 (10.62%) Business Intelligence
18 429 (9.75%) Observability
19 362 (8.23%) LLM
20 346 (7.87%) Data Governance
Programming Languages
1 1,502 (34.15%) SQL
2 679 (15.44%) Java
3 546 (12.41%) PowerShell
4 484 (11.01%) Bash
5 426 (9.69%) JavaScript
6 308 (7.00%) C#
7 301 (6.84%) TypeScript
8 179 (4.07%) Go
9 150 (3.41%) R
10 133 (3.02%) Scala
11 124 (2.82%) C++
12 96 (2.18%) Shell Script
13 83 (1.89%) Ruby
14 73 (1.66%) Bicep
15 62 (1.41%) Perl
16 49 (1.11%) C
16 49 (1.11%) Kusto Query Language
17 47 (1.07%) Data Analysis Expressions
18 43 (0.98%) T-SQL
19 40 (0.91%) PL/SQL
Qualifications
1 1,035 (23.53%) Security Cleared
2 843 (19.17%) SC Cleared
3 352 (8.00%) Degree
4 165 (3.75%) Computer Science Degree
5 123 (2.80%) DV Cleared
6 106 (2.41%) BPSS Clearance
7 95 (2.16%) Azure Certification
8 82 (1.86%) CISSP
9 79 (1.80%) AWS Certification
10 77 (1.75%) Master's Degree
11 65 (1.48%) Cisco Certification
12 48 (1.09%) CCNP
13 41 (0.93%) CISM
14 38 (0.86%) PhD
15 32 (0.73%) VMware Certified Professional (VCP)
16 29 (0.66%) Microsoft Certification
17 25 (0.57%) AWS Certified Solutions Architect
17 25 (0.57%) CCNA
18 23 (0.52%) CCIE
18 23 (0.52%) GIAC
Quality Assurance & Compliance
1 444 (10.10%) Data Quality
2 184 (4.18%) QA
3 155 (3.52%) GDPR
4 92 (2.09%) NIST
5 86 (1.96%) ISO/IEC 27001
6 58 (1.32%) Accessibility
7 26 (0.59%) Sarbanes-Oxley
8 25 (0.57%) PCI DSS
8 25 (0.57%) SLA
9 20 (0.45%) HIPAA
10 18 (0.41%) NCSC
11 16 (0.36%) WCAG
12 13 (0.30%) Actionable Recommendations
13 9 (0.20%) Cyber Essentials
13 9 (0.20%) ISO 20022
14 8 (0.18%) PMO
14 8 (0.18%) SOC 2
15 7 (0.16%) California Consumer Privacy Act
15 7 (0.16%) GRC
16 6 (0.14%) PSD2
System Software
1 767 (17.44%) Docker
2 154 (3.50%) Active Directory
3 97 (2.21%) VMware Infrastructure
4 55 (1.25%) Virtual Machines
5 48 (1.09%) vSphere
6 44 (1.00%) VMware NSX
7 27 (0.61%) Firmware
8 20 (0.45%) Hyper-V
9 13 (0.30%) VMware ESXi
10 12 (0.27%) KVM
11 9 (0.20%) HDFS
12 7 (0.16%) GPFS
12 7 (0.16%) Lustre
12 7 (0.16%) Slurm Workload Manager
13 6 (0.14%) Postfix
14 5 (0.11%) NFS
14 5 (0.11%) Virtual Desktop
15 4 (0.091%) Active Directory Lightweight Directory Services
15 4 (0.091%) Oracle RAC
15 4 (0.091%) SRDF
Systems Management
1 942 (21.42%) Terraform
2 856 (19.46%) Kubernetes
3 420 (9.55%) Ansible
4 257 (5.84%) Grafana
5 221 (5.03%) Prometheus
6 74 (1.68%) Argo
7 65 (1.48%) Puppet
8 42 (0.95%) Istio
9 38 (0.86%) vCenter Server
10 36 (0.82%) Kibana
11 26 (0.59%) Progress Chef
12 25 (0.57%) Nessus
13 23 (0.52%) Control-M
14 22 (0.50%) vRealize
15 21 (0.48%) Rancher
16 19 (0.43%) Kubeflow
17 18 (0.41%) Nagios
18 17 (0.39%) IBM Guardium
18 17 (0.39%) Microsoft Intune
19 15 (0.34%) HAProxy
Vendors
1 548 (12.46%) Microsoft
2 494 (11.23%) Databricks
3 233 (5.30%) Google
4 190 (4.32%) Oracle
5 188 (4.27%) Splunk
6 159 (3.62%) VMware
7 126 (2.86%) Red Hat
8 108 (2.46%) OpenAI
9 104 (2.36%) Cisco
10 86 (1.96%) CyberArk
11 84 (1.91%) ServiceNow
12 72 (1.64%) BeyondTrust
13 60 (1.36%) Foundry
14 54 (1.23%) F5
15 51 (1.16%) Informatica
16 50 (1.14%) IBM
17 49 (1.11%) Palo Alto
18 45 (1.02%) Dynatrace
19 43 (0.98%) SAP
20 39 (0.89%) Atlassian