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

6 months to
21 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,388 3,266 3,407
As % of all contract jobs in England 11.09% 13.32% 9.20%
As % of the Programming Languages category 40.14% 39.38% 31.70%
Number of daily rates quoted 3,015 2,358 2,477
10th Percentile £363 £393 £400
25th Percentile £425 £456 £463
Median daily rate (50th Percentile) £520 £550 £560
Median % change year-on-year -5.45% -1.79% -6.67%
75th Percentile £625 £696 £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 113 44 87
10th Percentile £27.58 £21.25 £23.95
25th Percentile £41.94 £26.05 £40.88
Median hourly rate £55.50 £43.50 £60.00
Median % change year-on-year +27.59% -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 10,932 8,294 10,749
As % of all contract IT jobs advertised in England 27.64% 33.84% 29.04%
Number of daily rates quoted 7,268 5,734 7,813
10th Percentile £354 £363 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £500 £525 £540
Median % change year-on-year -4.76% -2.78% -4.52%
75th Percentile £606 £650 £653
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 524 212 428
10th Percentile £42.11 £25.25 £35.52
25th Percentile £55.00 £38.97 £47.31
Median hourly rate £65.00 £62.75 £62.18
Median % change year-on-year +3.59% +0.92% -0.52%
75th Percentile £70.00 £68.13 £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 21 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 21 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 21 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% 1,224
North of England +10 683 £478 -2.45% 485
South East -6 404 £500 -4.76% 591
Yorkshire 0 386 £475 -5.00% 159
Midlands -8 254 £500 +8.93% 273
North West +7 252 £500 +5.26% 237
South West -1 236 £500 -9.09% 243
West Midlands -8 194 £500 +1.01% 136
East of England -1 132 £500 -0.25% 254
East Midlands -13 59 £463 +8.82% 135
North East +10 54 £475 -1.30% 93
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
1 242 (5.52%) Apache Spark
2 184 (4.19%) Apache Airflow
3 128 (2.92%) Confluence
4 127 (2.89%) Apache
5 49 (1.12%) SAS
6 47 (1.07%) SharePoint
7 25 (0.57%) Jupyter
8 22 (0.50%) Microsoft Exchange
9 17 (0.39%) OpenStack
10 14 (0.32%) Appian
10 14 (0.32%) nginx
10 14 (0.32%) Palantir Foundry
11 10 (0.23%) Camunda
12 8 (0.18%) Apache Superset
12 8 (0.18%) CMS
13 7 (0.16%) ArcGIS
14 5 (0.11%) WebSphere
14 5 (0.11%) WebSphere Application Server
15 4 (0.091%) CICS
16 3 (0.068%) IIS
Applications
1 128 (2.92%) Microsoft Excel
2 24 (0.55%) Chatbot
3 22 (0.50%) Microsoft Office
4 20 (0.46%) MS Visio
5 19 (0.43%) Microsoft PowerPoint
6 18 (0.41%) Spreadsheet
7 6 (0.14%) CPLEX
8 5 (0.11%) Weka
9 4 (0.091%) Microsoft Project
10 3 (0.068%) LaTeX
11 1 (0.023%) OrCAD
11 1 (0.023%) SPSS
Business Applications
1 26 (0.59%) Aladdin
2 12 (0.27%) SAP S/4HANA
3 9 (0.21%) 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 (0.046%) Front Arena
8 2 (0.046%) Global One
8 2 (0.046%) NEC Housing
8 2 (0.046%) NetSuite
8 2 (0.046%) 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
9 1 (0.023%) Teamcenter
Cloud Services
1 1,673 (38.13%) AWS
2 1,539 (35.07%) Azure
3 679 (15.47%) GCP
4 580 (13.22%) GitHub
5 469 (10.69%) Power Platform
6 410 (9.34%) Serverless
7 338 (7.70%) Azure DevOps
8 329 (7.50%) Amazon S3
9 313 (7.13%) GitHub Actions
10 299 (6.81%) AWS Lambda
11 260 (5.93%) Azure Data Factory
12 198 (4.51%) Snowflake
13 179 (4.08%) AWS CloudFormation
14 157 (3.58%) Azure Synapse Analytics
15 143 (3.26%) dbt
16 142 (3.24%) OpenShift
17 134 (3.05%) Amazon EKS
18 123 (2.80%) Amazon ECS
19 105 (2.39%) Amazon EC2
20 104 (2.37%) Amazon CloudWatch
Communications & Networking
1 158 (3.60%) Firewall
2 122 (2.78%) DNS
3 92 (2.10%) Network Security
4 81 (1.85%) TCP/IP
5 68 (1.55%) VPN
6 67 (1.53%) BGP
7 60 (1.37%) 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 (0.64%) LAN
14 27 (0.62%) SAN
15 26 (0.59%) Wireshark
16 24 (0.55%) SD-WAN
16 24 (0.55%) SNMP
16 24 (0.55%) SSL
16 24 (0.55%) VXLAN
17 19 (0.43%) BIG-IP
Database & Business Intelligence
1 395 (9.00%) Power BI
2 295 (6.72%) PostgreSQL
3 256 (5.83%) Data Warehouse
4 210 (4.79%) SQL Server
5 209 (4.76%) Data Lake
6 177 (4.03%) Tableau
7 176 (4.01%) NoSQL
8 149 (3.40%) Relational Database
9 138 (3.14%) Metadata
10 122 (2.78%) BigQuery
11 118 (2.69%) Delta Lake
12 111 (2.53%) Big Data
13 105 (2.39%) Amazon Redshift
14 97 (2.21%) Amazon Athena
15 91 (2.07%) Amazon RDS
16 87 (1.98%) Azure SQL Database
17 80 (1.82%) MongoDB
18 78 (1.78%) MySQL
19 65 (1.48%) DynamoDB
20 60 (1.37%) Hadoop
Development Applications
1 536 (12.22%) Git
2 401 (9.14%) Jenkins
3 293 (6.68%) GitLab
4 237 (5.40%) JIRA
5 73 (1.66%) MLflow
6 65 (1.48%) Selenium
7 48 (1.09%) Postman
8 37 (0.84%) Cucumber
9 36 (0.82%) Bitbucket
10 26 (0.59%) Artifactory
10 26 (0.59%) SpecFlow
11 24 (0.55%) Cypress.io
12 23 (0.52%) JMeter
12 23 (0.52%) Sonatype Nexus
13 22 (0.50%) Gatling
13 22 (0.50%) Maven
14 21 (0.48%) JUnit
14 21 (0.48%) Robot Framework
14 21 (0.48%) SonarQube
15 17 (0.39%) REST Assured
General
1 1,022 (23.29%) Social Skills
2 893 (20.35%) Finance
3 633 (14.43%) Analytical Skills
4 400 (9.12%) Public Sector
5 331 (7.54%) Banking
6 163 (3.71%) Front Office
7 119 (2.71%) Documentation Skills
8 75 (1.71%) Investment Banking
9 65 (1.48%) Marketing
10 53 (1.21%) Retail
11 51 (1.16%) Pharmaceutical
11 51 (1.16%) Telecoms
12 47 (1.07%) Inclusion and Diversity
13 46 (1.05%) Legal
14 41 (0.93%) Influencing Skills
15 34 (0.77%) Financial Institution
16 33 (0.75%) Manufacturing
17 28 (0.64%) Presentation Skills
17 28 (0.64%) Publishing
18 26 (0.59%) Military
Job Titles
1 822 (18.73%) Developer
2 675 (15.38%) Data Engineer
3 608 (13.86%) Senior
4 391 (8.91%) Python Developer
5 303 (6.91%) Lead
6 300 (6.84%) Architect
7 240 (5.47%) Analyst
8 231 (5.26%) DevOps Engineer
9 228 (5.20%) Software Engineer
10 219 (4.99%) Python Engineer
11 198 (4.51%) Artificial Intelligence Engineer
12 188 (4.28%) Data Scientist
13 174 (3.97%) AWS Engineer
14 146 (3.33%) Azure Engineer
15 142 (3.24%) Platform Engineer
16 134 (3.05%) Senior Data Engineer
17 131 (2.99%) Senior Developer
18 127 (2.89%) Data Analyst
19 110 (2.51%) Full-Stack Developer
20 98 (2.23%) Security Engineer
Libraries, Frameworks & Software Standards
1 339 (7.73%) REST
2 319 (7.27%) React
3 314 (7.16%) Kafka
4 285 (6.49%) PySpark
5 220 (5.01%) Node.js
6 197 (4.49%) Pandas
7 191 (4.35%) .NET
8 173 (3.94%) PyTorch
9 144 (3.28%) RESTful
10 138 (3.14%) JSON
11 132 (3.01%) TensorFlow
12 127 (2.89%) NumPy
13 125 (2.85%) FastAPI
13 125 (2.85%) scikit-learn
14 108 (2.46%) LangChain
15 106 (2.42%) AngularJS
16 97 (2.21%) LDAP
17 96 (2.19%) YAML
18 95 (2.16%) Django
19 94 (2.14%) OAuth
Miscellaneous
1 426 (9.71%) Cloud Native
2 177 (4.03%) Distributed Systems
3 139 (3.17%) Algorithms
4 132 (3.01%) Product Ownership
5 113 (2.58%) Fixed Income
6 111 (2.53%) Equities
7 110 (2.51%) AI Agents
8 103 (2.35%) Data Protection Act
9 98 (2.23%) Derivative
10 90 (2.05%) Data Structures
11 86 (1.96%) Onboarding
12 85 (1.94%) Enterprise Software
13 81 (1.85%) Hybrid Cloud
14 80 (1.82%) Security Posture
15 79 (1.80%) Data Centre
16 70 (1.60%) Management Information System
17 68 (1.55%) Legacy Systems
18 62 (1.41%) Public Cloud
19 44 (1.00%) Greenfield Project
19 44 (1.00%) Hedge funds
Operating Systems
1 542 (12.35%) Linux
2 237 (5.40%) Windows
3 160 (3.65%) Unix
4 82 (1.87%) Red Hat Enterprise Linux
5 57 (1.30%) Windows Server
6 36 (0.82%) VMS
7 33 (0.75%) Ubuntu
8 28 (0.64%) 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 (0.21%) Debian
13 8 (0.18%) zOS
14 7 (0.16%) Amazon Linux
15 6 (0.14%) Embedded Linux
16 5 (0.11%) Windows 7
17 4 (0.091%) Rocky
18 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,582 (36.05%) CI/CD
2 1,198 (27.30%) DevOps
3 978 (22.29%) AI
4 964 (21.97%) Agile
5 953 (21.72%) Analytics
6 882 (20.10%) Problem-Solving
7 749 (17.07%) Infrastructure as Code
8 727 (16.57%) Data Pipeline
9 682 (15.54%) Machine Learning
10 641 (14.61%) Data Engineering
11 624 (14.22%) Containerisation
12 617 (14.06%) Data Modelling
13 605 (13.79%) ETL
14 529 (12.06%) Data Science
14 529 (12.06%) Software Engineering
15 466 (10.62%) Test Automation
16 465 (10.60%) Business Intelligence
17 428 (9.75%) Observability
18 362 (8.25%) LLM
19 348 (7.93%) Validation
Programming Languages
1 1,506 (34.32%) SQL
2 681 (15.52%) Java
3 548 (12.49%) PowerShell
4 474 (10.80%) Bash
5 420 (9.57%) JavaScript
6 306 (6.97%) C#
7 301 (6.86%) TypeScript
8 180 (4.10%) Go
9 154 (3.51%) R
10 132 (3.01%) Scala
11 122 (2.78%) C++
12 95 (2.16%) Shell Script
13 82 (1.87%) Ruby
14 72 (1.64%) Bicep
15 61 (1.39%) Perl
16 50 (1.14%) C
16 50 (1.14%) Kusto Query Language
17 47 (1.07%) Data Analysis Expressions
18 42 (0.96%) T-SQL
19 40 (0.91%) PL/SQL
Qualifications
1 1,005 (22.90%) Security Cleared
2 821 (18.71%) SC Cleared
3 351 (8.00%) Degree
4 161 (3.67%) Computer Science Degree
5 119 (2.71%) DV Cleared
6 105 (2.39%) BPSS Clearance
7 99 (2.26%) Azure Certification
8 87 (1.98%) CISSP
9 79 (1.80%) AWS Certification
10 78 (1.78%) Master's Degree
11 67 (1.53%) Cisco Certification
12 49 (1.12%) CCNP
13 45 (1.03%) CISM
14 39 (0.89%) 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
1 447 (10.19%) Data Quality
2 179 (4.08%) QA
3 159 (3.62%) GDPR
4 93 (2.12%) NIST
5 88 (2.01%) ISO/IEC 27001
6 57 (1.30%) Accessibility
7 28 (0.64%) Sarbanes-Oxley
8 26 (0.59%) PCI DSS
9 25 (0.57%) SLA
10 23 (0.52%) HIPAA
11 17 (0.39%) NCSC
12 16 (0.36%) WCAG
13 13 (0.30%) Actionable Recommendations
14 9 (0.21%) Cyber Essentials
14 9 (0.21%) ISO 20022
14 9 (0.21%) SOC 2
15 8 (0.18%) California Consumer Privacy Act
15 8 (0.18%) PMO
16 7 (0.16%) GRC
17 6 (0.14%) PSD2
System Software
1 739 (16.84%) Docker
2 155 (3.53%) Active Directory
3 90 (2.05%) VMware Infrastructure
4 58 (1.32%) Virtual Machines
5 39 (0.89%) VMware NSX
6 37 (0.84%) vSphere
7 28 (0.64%) Firmware
8 20 (0.46%) Hyper-V
9 13 (0.30%) KVM
9 13 (0.30%) VMware ESXi
10 9 (0.21%) 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
1 939 (21.40%) Terraform
2 825 (18.80%) Kubernetes
3 417 (9.50%) Ansible
4 262 (5.97%) Grafana
5 227 (5.17%) Prometheus
6 70 (1.60%) Argo
7 65 (1.48%) Puppet
8 42 (0.96%) 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
1 550 (12.53%) Microsoft
2 493 (11.24%) Databricks
3 233 (5.31%) Google
4 189 (4.31%) Splunk
5 184 (4.19%) Oracle
6 151 (3.44%) VMware
7 121 (2.76%) Red Hat
8 109 (2.48%) OpenAI
9 104 (2.37%) Cisco
10 88 (2.01%) ServiceNow
11 87 (1.98%) CyberArk
12 72 (1.64%) BeyondTrust
13 59 (1.34%) Foundry
14 51 (1.16%) Informatica
15 50 (1.14%) F5
16 49 (1.12%) IBM
17 48 (1.09%) Palo Alto
18 47 (1.07%) Dynatrace
19 42 (0.96%) SAP
20 38 (0.87%) Fortinet