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

6 months to
5 May 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,383 3,250 3,459
As % of all contract jobs in England 10.80% 13.33% 9.38%
As % of the Programming Languages category 40.08% 39.35% 31.83%
Number of daily rates quoted 2,994 2,354 2,521
10th Percentile £363 £393 £388
25th Percentile £425 £456 £463
Median daily rate (50th Percentile) £525 £550 £563
Median % change year-on-year -4.55% -2.22% -6.25%
75th Percentile £625 £700 £688
90th Percentile £750 £838 £825
UK median daily rate £519 £550 £550
% change year-on-year -5.68% - -8.33%
Number of hourly rates quoted 114 46 85
10th Percentile £28.52 £21.25 £25.35
25th Percentile £43.81 £26.37 £42.50
Median hourly rate £55.00 £39.66 £62.50
Median % change year-on-year +38.68% -36.54% -3.85%
75th Percentile £73.95 £58.44 £71.88
90th Percentile £84.63 £73.13 £77.50
UK median hourly rate £55.00 £37.50 £60.00
% change year-on-year +46.67% -37.50% -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 10,936 8,260 10,867
As % of all contract IT jobs advertised in England 26.95% 33.88% 29.47%
Number of daily rates quoted 7,251 5,727 7,900
10th Percentile £355 £363 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £507 £525 £542
Median % change year-on-year -3.43% -3.05% -4.13%
75th Percentile £613 £650 £650
90th Percentile £725 £788 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 530 219 442
10th Percentile £42.44 £25.26 £35.65
25th Percentile £55.00 £36.99 £48.11
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - +2.56%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £61.60
% change year-on-year +4.00% +1.46% +1.73%

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 5 May 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 5 May 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 5 May 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 2,476 £550 -8.33% 1,308
North of England +10 684 £481 -1.99% 487
South East 0 415 £513 -2.38% 608
Yorkshire 0 385 £475 -5.00% 137
Midlands -11 260 £500 +10.01% 238
South West -1 254 £500 -9.09% 228
North West +1 248 £500 +5.26% 252
West Midlands -7 198 £500 - 115
East of England -3 137 £500 -0.50% 211
East Midlands -13 61 £470 +10.59% 123
North East +8 60 £475 +2.70% 100
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 (5.54%) Apache Spark
2 173 (3.95%) Apache Airflow
3 128 (2.92%) Apache
4 111 (2.53%) Confluence
5 47 (1.07%) SAS
6 40 (0.91%) SharePoint
7 26 (0.59%) Jupyter
8 19 (0.43%) OpenStack
9 15 (0.34%) Microsoft Exchange
10 13 (0.30%) Palantir Foundry
11 12 (0.27%) Appian
12 8 (0.18%) Apache Superset
12 8 (0.18%) Camunda
12 8 (0.18%) CMS
13 7 (0.16%) ArcGIS
13 7 (0.16%) nginx
14 6 (0.14%) IIS
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.091%) CICS
Applications
1 122 (2.78%) Microsoft Excel
2 26 (0.59%) Chatbot
3 22 (0.50%) Microsoft Office
4 19 (0.43%) MS Visio
4 19 (0.43%) Spreadsheet
5 18 (0.41%) Microsoft PowerPoint
6 6 (0.14%) CPLEX
7 4 (0.091%) Microsoft Project
7 4 (0.091%) Weka
8 3 (0.068%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
Business Applications
1 22 (0.50%) Aladdin
2 13 (0.30%) SAP S/4HANA
3 9 (0.21%) Fidessa
4 7 (0.16%) SAP IBP
5 5 (0.11%) BambooHR
5 5 (0.11%) Oracle EBS
5 5 (0.11%) Remedy ITSM
6 4 (0.091%) Bloomberg AIM
7 2 (0.046%) Actimize
7 2 (0.046%) Front Arena
7 2 (0.046%) Global One
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Oracle ERP
8 1 (0.023%) Dynamics CRM
8 1 (0.023%) Loan IQ
8 1 (0.023%) Oracle Applications
8 1 (0.023%) ResourceLink
8 1 (0.023%) SAP APO
8 1 (0.023%) Teamcenter
Cloud Services
1 1,661 (37.90%) AWS
2 1,544 (35.23%) Azure
3 676 (15.42%) GCP
4 556 (12.69%) GitHub
5 477 (10.88%) Power Platform
6 388 (8.85%) Serverless
7 325 (7.42%) Azure DevOps
8 316 (7.21%) Amazon S3
9 302 (6.89%) GitHub Actions
10 279 (6.37%) AWS Lambda
11 252 (5.75%) Azure Data Factory
12 187 (4.27%) Snowflake
13 171 (3.90%) AWS CloudFormation
14 157 (3.58%) Azure Synapse Analytics
15 145 (3.31%) dbt
16 144 (3.29%) OpenShift
17 129 (2.94%) Amazon EKS
18 112 (2.56%) Amazon ECS
19 102 (2.33%) Amazon CloudWatch
20 94 (2.14%) Amazon EC2
Communications & Networking
1 153 (3.49%) Firewall
2 115 (2.62%) DNS
3 88 (2.01%) Network Security
4 81 (1.85%) TCP/IP
5 72 (1.64%) WAN
6 70 (1.60%) BGP
6 70 (1.60%) VPN
7 44 (1.00%) HTTP
8 42 (0.96%) OSPF
9 34 (0.78%) SNMP
10 32 (0.73%) BIG-IP
10 32 (0.73%) SD-WAN
11 31 (0.71%) MPLS
12 29 (0.66%) VXLAN
13 28 (0.64%) Wireshark
14 27 (0.62%) DHCP
14 27 (0.62%) LAN
14 27 (0.62%) SAN
15 25 (0.57%) SSL
15 25 (0.57%) VLAN
Database & Business Intelligence
1 403 (9.19%) Power BI
2 283 (6.46%) PostgreSQL
3 248 (5.66%) Data Warehouse
4 219 (5.00%) SQL Server
5 202 (4.61%) Data Lake
6 178 (4.06%) Tableau
7 159 (3.63%) NoSQL
8 150 (3.42%) Relational Database
9 138 (3.15%) Metadata
10 122 (2.78%) Delta Lake
11 119 (2.72%) BigQuery
12 117 (2.67%) Big Data
13 105 (2.40%) Amazon Redshift
14 100 (2.28%) Amazon Athena
15 87 (1.98%) Amazon RDS
16 86 (1.96%) Azure SQL Database
17 78 (1.78%) MongoDB
18 72 (1.64%) MySQL
19 64 (1.46%) DynamoDB
20 59 (1.35%) Hadoop
Development Applications
1 529 (12.07%) Git
2 379 (8.65%) Jenkins
3 290 (6.62%) GitLab
4 212 (4.84%) JIRA
5 76 (1.73%) MLflow
6 60 (1.37%) Selenium
7 48 (1.10%) Postman
8 35 (0.80%) Cucumber
9 27 (0.62%) Artifactory
9 27 (0.62%) Bitbucket
10 23 (0.52%) Cypress.io
11 22 (0.50%) Maven
11 22 (0.50%) Robot Framework
11 22 (0.50%) SonarQube
11 22 (0.50%) Sonatype Nexus
12 21 (0.48%) SpecFlow
13 20 (0.46%) JMeter
14 19 (0.43%) JUnit
15 17 (0.39%) Gatling
15 17 (0.39%) REST Assured
General
1 999 (22.79%) Social Skills
2 904 (20.63%) Finance
3 621 (14.17%) Analytical Skills
4 397 (9.06%) Public Sector
5 322 (7.35%) Banking
6 165 (3.76%) Front Office
7 123 (2.81%) Documentation Skills
8 76 (1.73%) Investment Banking
9 69 (1.57%) Marketing
10 54 (1.23%) Inclusion and Diversity
11 51 (1.16%) Retail
12 50 (1.14%) Pharmaceutical
13 49 (1.12%) Telecoms
14 39 (0.89%) Legal
15 35 (0.80%) Influencing Skills
16 33 (0.75%) Financial Institution
17 29 (0.66%) Manufacturing
17 29 (0.66%) Publishing
18 28 (0.64%) Presentation Skills
19 27 (0.62%) Military
Job Titles
1 830 (18.94%) Developer
2 675 (15.40%) Data Engineer
3 622 (14.19%) Senior
4 396 (9.03%) Python Developer
5 306 (6.98%) Lead
6 298 (6.80%) Architect
7 238 (5.43%) Analyst
8 225 (5.13%) DevOps Engineer
9 224 (5.11%) Software Engineer
10 213 (4.86%) Python Engineer
11 197 (4.49%) Artificial Intelligence Engineer
12 190 (4.33%) Data Scientist
13 159 (3.63%) AWS Engineer
14 137 (3.13%) Senior Developer
15 136 (3.10%) Azure Engineer
15 136 (3.10%) Senior Data Engineer
16 128 (2.92%) Data Analyst
17 114 (2.60%) Full-Stack Developer
17 114 (2.60%) Platform Engineer
18 108 (2.46%) Security Engineer
Libraries, Frameworks & Software Standards
1 326 (7.44%) REST
2 311 (7.10%) React
3 307 (7.00%) Kafka
4 292 (6.66%) PySpark
5 207 (4.72%) Node.js
6 195 (4.45%) .NET
7 193 (4.40%) Pandas
8 171 (3.90%) PyTorch
9 141 (3.22%) RESTful
10 138 (3.15%) JSON
11 130 (2.97%) FastAPI
12 129 (2.94%) TensorFlow
13 122 (2.78%) scikit-learn
14 118 (2.69%) NumPy
15 108 (2.46%) LangChain
15 108 (2.46%) LDAP
16 105 (2.40%) AngularJS
17 98 (2.24%) Django
18 97 (2.21%) YAML
19 96 (2.19%) Flask
Miscellaneous
1 450 (10.27%) Cloud Native
2 177 (4.04%) Distributed Systems
3 130 (2.97%) Algorithms
4 119 (2.72%) Product Ownership
5 112 (2.56%) AI Agents
6 109 (2.49%) Fixed Income
7 108 (2.46%) Data Protection Act
8 107 (2.44%) Equities
9 98 (2.24%) Derivative
10 96 (2.19%) Onboarding
11 92 (2.10%) Data Structures
12 87 (1.98%) Data Centre
13 86 (1.96%) Hybrid Cloud
14 83 (1.89%) Enterprise Software
15 78 (1.78%) Security Posture
16 75 (1.71%) Management Information System
17 74 (1.69%) Legacy Systems
18 56 (1.28%) Public Cloud
19 43 (0.98%) Distributed Computing
19 43 (0.98%) Self-Motivation
Operating Systems
1 535 (12.21%) Linux
2 236 (5.38%) Windows
3 167 (3.81%) Unix
4 71 (1.62%) Red Hat Enterprise Linux
5 47 (1.07%) Windows Server
6 34 (0.78%) Ubuntu
6 34 (0.78%) VMS
7 28 (0.64%) Android
8 22 (0.50%) AIX
9 18 (0.41%) CentOS
10 17 (0.39%) Solaris
11 16 (0.37%) Apple iOS
11 16 (0.37%) Mac OS
12 10 (0.23%) Debian
13 9 (0.21%) zOS
14 6 (0.14%) Embedded Linux
15 5 (0.11%) Amazon Linux
15 5 (0.11%) Rocky
15 5 (0.11%) Windows 7
16 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,584 (36.14%) CI/CD
2 1,183 (26.99%) DevOps
3 994 (22.68%) AI
4 951 (21.70%) Analytics
5 944 (21.54%) Agile
6 859 (19.60%) Problem-Solving
7 742 (16.93%) Infrastructure as Code
8 728 (16.61%) Data Pipeline
9 680 (15.51%) Machine Learning
10 626 (14.28%) Containerisation
11 625 (14.26%) Data Engineering
12 614 (14.01%) Data Modelling
13 597 (13.62%) ETL
14 532 (12.14%) Software Engineering
15 517 (11.80%) Data Science
16 469 (10.70%) Business Intelligence
17 450 (10.27%) Test Automation
18 439 (10.02%) Observability
19 362 (8.26%) LLM
20 347 (7.92%) Validation
Programming Languages
1 1,506 (34.36%) SQL
2 696 (15.88%) Java
3 546 (12.46%) PowerShell
4 472 (10.77%) Bash
5 407 (9.29%) JavaScript
6 304 (6.94%) C#
7 298 (6.80%) TypeScript
8 182 (4.15%) Go
9 164 (3.74%) R
10 133 (3.03%) Scala
11 122 (2.78%) C++
12 94 (2.14%) Shell Script
13 76 (1.73%) Ruby
14 70 (1.60%) Bicep
15 51 (1.16%) Data Analysis Expressions
16 49 (1.12%) C
16 49 (1.12%) Perl
17 48 (1.10%) PL/SQL
18 46 (1.05%) Kusto Query Language
19 43 (0.98%) T-SQL
Qualifications
1 990 (22.59%) Security Cleared
2 797 (18.18%) SC Cleared
3 343 (7.83%) Degree
4 162 (3.70%) Computer Science Degree
5 125 (2.85%) DV Cleared
6 108 (2.46%) BPSS Clearance
7 94 (2.14%) Azure Certification
8 84 (1.92%) CISSP
9 72 (1.64%) Master's Degree
10 71 (1.62%) AWS Certification
11 58 (1.32%) Cisco Certification
12 49 (1.12%) CISM
13 37 (0.84%) CCNP
14 35 (0.80%) PhD
15 32 (0.73%) Microsoft Certification
15 32 (0.73%) VMware Certified Professional (VCP)
16 22 (0.50%) AWS Certified Solutions Architect
17 20 (0.46%) CCIE
18 19 (0.43%) ISTQB
19 18 (0.41%) Microsoft Certified Professional
Quality Assurance & Compliance
1 440 (10.04%) Data Quality
2 184 (4.20%) QA
3 156 (3.56%) GDPR
4 98 (2.24%) NIST
5 93 (2.12%) ISO/IEC 27001
6 58 (1.32%) Accessibility
7 31 (0.71%) Sarbanes-Oxley
8 26 (0.59%) PCI DSS
9 25 (0.57%) SLA
10 23 (0.52%) HIPAA
11 17 (0.39%) WCAG
12 16 (0.37%) NCSC
13 14 (0.32%) Actionable Recommendations
14 10 (0.23%) Cyber Essentials
15 9 (0.21%) ISO 20022
16 8 (0.18%) California Consumer Privacy Act
16 8 (0.18%) GRC
16 8 (0.18%) MiFID
16 8 (0.18%) PMO
17 7 (0.16%) SOC 2
System Software
1 720 (16.43%) Docker
2 144 (3.29%) Active Directory
3 80 (1.83%) VMware Infrastructure
4 60 (1.37%) Virtual Machines
5 35 (0.80%) VMware NSX
6 32 (0.73%) vSphere
7 28 (0.64%) Firmware
8 21 (0.48%) Hyper-V
9 12 (0.27%) KVM
9 12 (0.27%) VMware ESXi
10 9 (0.21%) HDFS
11 6 (0.14%) NFS
11 6 (0.14%) Oracle RAC
11 6 (0.14%) Postfix
12 5 (0.11%) GPFS
12 5 (0.11%) Lustre
12 5 (0.11%) Slurm Workload Manager
12 5 (0.11%) Virtual Desktop
13 4 (0.091%) Active Directory Lightweight Directory Services
13 4 (0.091%) Squid
Systems Management
1 913 (20.83%) Terraform
2 821 (18.73%) Kubernetes
3 435 (9.92%) Ansible
4 266 (6.07%) Grafana
5 226 (5.16%) Prometheus
6 70 (1.60%) Puppet
7 63 (1.44%) Argo
8 39 (0.89%) Istio
9 35 (0.80%) Kibana
10 31 (0.71%) vCenter Server
11 28 (0.64%) Progress Chef
12 25 (0.57%) Nessus
13 23 (0.52%) Control-M
13 23 (0.52%) Nagios
14 21 (0.48%) Rancher
14 21 (0.48%) vRealize
15 19 (0.43%) Kubeflow
15 19 (0.43%) ZABBIX
16 17 (0.39%) IBM Guardium
16 17 (0.39%) Tivoli
Vendors
1 535 (12.21%) Microsoft
2 474 (10.81%) Databricks
3 221 (5.04%) Google
4 194 (4.43%) Oracle
5 192 (4.38%) Splunk
6 133 (3.03%) VMware
7 107 (2.44%) Red Hat
8 106 (2.42%) OpenAI
9 94 (2.14%) Cisco
10 91 (2.08%) CyberArk
11 84 (1.92%) ServiceNow
12 80 (1.83%) BeyondTrust
13 58 (1.32%) Palo Alto
14 57 (1.30%) Dynatrace
14 57 (1.30%) F5
15 56 (1.28%) Foundry
16 54 (1.23%) IBM
17 53 (1.21%) Informatica
18 44 (1.00%) SAP
19 36 (0.82%) Centrify