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

6 months to
6 May 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,387 3,259 3,459
As % of all contract jobs in England 10.79% 13.36% 9.38%
As % of the Programming Languages category 40.17% 39.46% 31.83%
Number of daily rates quoted 2,991 2,361 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 £518 £550 £550
% change year-on-year -5.91% - -8.33%
Number of hourly rates quoted 114 47 85
10th Percentile £28.52 £21.25 £25.35
25th Percentile £43.81 £26.41 £42.50
Median hourly rate £55.00 £40.00 £62.50
Median % change year-on-year +37.50% -36.00% -3.85%
75th Percentile £73.95 £58.13 £71.88
90th Percentile £84.63 £72.75 £77.50
UK median hourly rate £55.00 £38.41 £60.00
% change year-on-year +43.19% -35.98% -7.25%

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 10,920 8,258 10,867
As % of all contract IT jobs advertised in England 26.87% 33.85% 29.47%
Number of daily rates quoted 7,235 5,727 7,900
10th Percentile £355 £363 £350
25th Percentile £415 £425 £425
Median daily rate (50th Percentile) £506 £525 £541
Median % change year-on-year -3.62% -2.91% -3.92%
75th Percentile £611 £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 531 221 442
10th Percentile £41.94 £25.26 £35.65
25th Percentile £55.00 £37.50 £48.11
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - +4.17%
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% +2.67%

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 6 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 6 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 6 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 2,482 £550 -8.33% 1,233
North of England +10 683 £481 -2.31% 505
South East -1 414 £510 -2.86% 663
Yorkshire 0 383 £475 -5.00% 147
Midlands -11 261 £500 +10.01% 238
South West +1 254 £500 -9.09% 219
North West +1 249 £500 +5.26% 259
West Midlands -7 199 £500 - 117
East of England -3 133 £500 - 228
East Midlands -9 61 £470 +10.59% 121
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
1 244 (5.56%) Apache Spark
2 172 (3.92%) Apache Airflow
3 128 (2.92%) Apache
4 109 (2.48%) Confluence
5 47 (1.07%) SAS
6 40 (0.91%) SharePoint
7 27 (0.62%) Jupyter
8 18 (0.41%) 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
1 120 (2.74%) Microsoft Excel
2 25 (0.57%) Chatbot
3 22 (0.50%) Microsoft Office
4 19 (0.43%) MS Visio
5 18 (0.41%) Microsoft PowerPoint
5 18 (0.41%) Spreadsheet
6 7 (0.16%) CPLEX
7 4 (0.091%) Microsoft Project
8 3 (0.068%) LaTeX
8 3 (0.068%) Weka
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 7 (0.16%) Fidessa
3 7 (0.16%) SAP IBP
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
4 5 (0.11%) Remedy ITSM
5 4 (0.091%) Bloomberg AIM
6 2 (0.046%) Actimize
6 2 (0.046%) Front Arena
6 2 (0.046%) Global One
6 2 (0.046%) NEC Housing
6 2 (0.046%) NetSuite
6 2 (0.046%) Oracle ERP
7 1 (0.023%) Cloudability
7 1 (0.023%) Dynamics CRM
7 1 (0.023%) OneSumX
7 1 (0.023%) Oracle Applications
7 1 (0.023%) SAP APO
7 1 (0.023%) Sparx Enterprise Architect
Cloud Services
1 1,666 (37.98%) AWS
2 1,542 (35.15%) Azure
3 673 (15.34%) GCP
4 557 (12.70%) GitHub
5 472 (10.76%) Power Platform
6 386 (8.80%) Serverless
7 327 (7.45%) Azure DevOps
8 318 (7.25%) Amazon S3
9 304 (6.93%) GitHub Actions
10 278 (6.34%) AWS Lambda
11 252 (5.74%) Azure Data Factory
12 187 (4.26%) Snowflake
13 171 (3.90%) AWS CloudFormation
14 158 (3.60%) Azure Synapse Analytics
15 144 (3.28%) dbt
15 144 (3.28%) OpenShift
16 130 (2.96%) Amazon EKS
17 110 (2.51%) Amazon ECS
18 101 (2.30%) Amazon CloudWatch
19 94 (2.14%) Amazon EC2
Communications & Networking
1 152 (3.46%) Firewall
2 117 (2.67%) DNS
3 89 (2.03%) Network Security
4 81 (1.85%) TCP/IP
5 72 (1.64%) WAN
6 70 (1.60%) BGP
6 70 (1.60%) VPN
7 45 (1.03%) 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%) DHCP
12 29 (0.66%) VXLAN
13 28 (0.64%) Wireshark
14 27 (0.62%) LAN
15 26 (0.59%) SSL
16 25 (0.57%) SAN
16 25 (0.57%) VLAN
Database & Business Intelligence
1 399 (9.10%) Power BI
2 286 (6.52%) PostgreSQL
3 247 (5.63%) Data Warehouse
4 219 (4.99%) SQL Server
5 203 (4.63%) Data Lake
6 176 (4.01%) Tableau
7 157 (3.58%) NoSQL
8 150 (3.42%) Relational Database
9 139 (3.17%) Metadata
10 122 (2.78%) Delta Lake
11 118 (2.69%) Big Data
12 117 (2.67%) BigQuery
13 104 (2.37%) Amazon Redshift
14 100 (2.28%) Amazon Athena
15 86 (1.96%) Amazon RDS
16 85 (1.94%) Azure SQL Database
17 82 (1.87%) MongoDB
18 71 (1.62%) MySQL
19 63 (1.44%) DynamoDB
20 59 (1.34%) Hadoop
Development Applications
1 530 (12.08%) Git
2 380 (8.66%) Jenkins
3 290 (6.61%) GitLab
4 210 (4.79%) JIRA
5 76 (1.73%) MLflow
6 60 (1.37%) Selenium
7 50 (1.14%) Postman
8 34 (0.78%) Cucumber
9 27 (0.62%) Artifactory
9 27 (0.62%) Bitbucket
10 22 (0.50%) Cypress.io
10 22 (0.50%) JMeter
10 22 (0.50%) Robot Framework
10 22 (0.50%) SonarQube
11 21 (0.48%) SpecFlow
12 20 (0.46%) Maven
12 20 (0.46%) Sonatype Nexus
13 19 (0.43%) JUnit
14 17 (0.39%) Gatling
14 17 (0.39%) REST Assured
General
1 995 (22.68%) Social Skills
2 903 (20.58%) Finance
3 621 (14.16%) Analytical Skills
4 394 (8.98%) Public Sector
5 319 (7.27%) Banking
6 167 (3.81%) Front Office
7 119 (2.71%) Documentation Skills
8 76 (1.73%) Investment Banking
9 70 (1.60%) Marketing
10 54 (1.23%) Inclusion and Diversity
11 52 (1.19%) 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
1 827 (18.85%) Developer
2 675 (15.39%) Data Engineer
3 624 (14.22%) Senior
4 398 (9.07%) Python Developer
5 307 (7.00%) Lead
6 298 (6.79%) Architect
7 238 (5.43%) Analyst
8 224 (5.11%) DevOps Engineer
8 224 (5.11%) Software Engineer
9 210 (4.79%) Python Engineer
10 195 (4.44%) Artificial Intelligence Engineer
11 189 (4.31%) Data Scientist
12 158 (3.60%) AWS Engineer
13 139 (3.17%) Senior Developer
14 137 (3.12%) Azure Engineer
15 136 (3.10%) Senior Data Engineer
16 128 (2.92%) Data Analyst
17 114 (2.60%) Platform Engineer
18 111 (2.53%) Full-Stack Developer
18 111 (2.53%) Security Engineer
Libraries, Frameworks & Software Standards
1 325 (7.41%) REST
2 310 (7.07%) React
3 309 (7.04%) Kafka
4 292 (6.66%) PySpark
5 203 (4.63%) Node.js
6 195 (4.44%) .NET
7 188 (4.29%) Pandas
8 166 (3.78%) PyTorch
9 140 (3.19%) RESTful
10 138 (3.15%) JSON
11 131 (2.99%) FastAPI
12 123 (2.80%) TensorFlow
13 117 (2.67%) scikit-learn
14 113 (2.58%) NumPy
15 108 (2.46%) LDAP
16 105 (2.39%) LangChain
17 104 (2.37%) AngularJS
18 103 (2.35%) Django
19 97 (2.21%) YAML
20 95 (2.17%) Flask
Miscellaneous
1 458 (10.44%) Cloud Native
2 177 (4.03%) Distributed Systems
3 130 (2.96%) Algorithms
4 120 (2.74%) Product Ownership
5 110 (2.51%) AI Agents
6 109 (2.48%) Fixed Income
7 107 (2.44%) Data Protection Act
8 104 (2.37%) Equities
9 99 (2.26%) Derivative
10 97 (2.21%) Onboarding
11 93 (2.12%) Data Structures
12 89 (2.03%) Data Centre
13 87 (1.98%) Hybrid Cloud
14 83 (1.89%) Enterprise Software
15 79 (1.80%) Security Posture
16 75 (1.71%) Legacy Systems
16 75 (1.71%) Management Information System
17 54 (1.23%) Public Cloud
18 44 (1.00%) Distributed Computing
18 44 (1.00%) Self-Motivation
Operating Systems
1 536 (12.22%) Linux
2 238 (5.43%) Windows
3 170 (3.88%) 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 27 (0.62%) Android
8 22 (0.50%) AIX
9 18 (0.41%) CentOS
9 18 (0.41%) Solaris
10 16 (0.36%) Apple iOS
10 16 (0.36%) Mac OS
11 10 (0.23%) Debian
12 9 (0.21%) zOS
13 6 (0.14%) Embedded Linux
14 5 (0.11%) Rocky
14 5 (0.11%) Windows 7
15 4 (0.091%) Amazon Linux
16 3 (0.068%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,591 (36.27%) CI/CD
2 1,186 (27.03%) DevOps
3 994 (22.66%) AI
4 946 (21.56%) Analytics
5 945 (21.54%) Agile
6 858 (19.56%) Problem-Solving
7 749 (17.07%) Infrastructure as Code
8 731 (16.66%) Data Pipeline
9 673 (15.34%) Machine Learning
10 628 (14.32%) Containerisation
11 627 (14.29%) Data Engineering
12 614 (14.00%) Data Modelling
13 599 (13.65%) ETL
14 536 (12.22%) Software Engineering
15 515 (11.74%) Data Science
16 465 (10.60%) Business Intelligence
17 450 (10.26%) Test Automation
18 439 (10.01%) Observability
19 357 (8.14%) LLM
20 349 (7.96%) Validation
Programming Languages
1 1,509 (34.40%) SQL
2 694 (15.82%) Java
3 550 (12.54%) PowerShell
4 478 (10.90%) Bash
5 405 (9.23%) JavaScript
6 301 (6.86%) C#
7 299 (6.82%) TypeScript
8 181 (4.13%) Go
9 163 (3.72%) R
10 132 (3.01%) Scala
11 121 (2.76%) C++
12 94 (2.14%) Shell Script
13 76 (1.73%) Ruby
14 71 (1.62%) Bicep
15 51 (1.16%) Data Analysis Expressions
16 49 (1.12%) C
16 49 (1.12%) Perl
16 49 (1.12%) PL/SQL
17 45 (1.03%) Kusto Query Language
18 43 (0.98%) T-SQL
Qualifications
1 990 (22.57%) Security Cleared
2 798 (18.19%) SC Cleared
3 343 (7.82%) Degree
4 162 (3.69%) Computer Science Degree
5 126 (2.87%) DV Cleared
6 105 (2.39%) BPSS Clearance
7 96 (2.19%) Azure Certification
8 85 (1.94%) CISSP
9 73 (1.66%) AWS Certification
10 72 (1.64%) Master's Degree
11 58 (1.32%) Cisco Certification
12 49 (1.12%) CISM
13 37 (0.84%) CCNP
14 35 (0.80%) PhD
15 34 (0.78%) VMware Certified Professional (VCP)
16 33 (0.75%) Microsoft Certification
17 24 (0.55%) AWS Certified Solutions Architect
18 20 (0.46%) CCIE
18 20 (0.46%) ISTQB
19 18 (0.41%) GIAC
Quality Assurance & Compliance
1 440 (10.03%) Data Quality
2 185 (4.22%) QA
3 156 (3.56%) GDPR
4 98 (2.23%) NIST
5 93 (2.12%) ISO/IEC 27001
6 57 (1.30%) Accessibility
7 32 (0.73%) 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 (0.36%) 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
1 716 (16.32%) Docker
2 146 (3.33%) Active Directory
3 82 (1.87%) 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 7 (0.16%) Virtual Desktop
12 6 (0.14%) NFS
12 6 (0.14%) Oracle RAC
12 6 (0.14%) Postfix
13 4 (0.091%) Active Directory Lightweight Directory Services
13 4 (0.091%) GPFS
13 4 (0.091%) Slurm Workload Manager
13 4 (0.091%) Squid
13 4 (0.091%) SRDF
Systems Management
1 917 (20.90%) Terraform
2 821 (18.71%) Kubernetes
3 440 (10.03%) Ansible
4 270 (6.15%) Grafana
5 230 (5.24%) Prometheus
6 71 (1.62%) 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 24 (0.55%) Control-M
14 22 (0.50%) Nagios
15 21 (0.48%) Rancher
15 21 (0.48%) vRealize
16 19 (0.43%) ZABBIX
17 18 (0.41%) Kubeflow
18 17 (0.39%) IBM Guardium
18 17 (0.39%) Tivoli
Vendors
1 536 (12.22%) Microsoft
2 475 (10.83%) Databricks
3 216 (4.92%) Google
4 198 (4.51%) Oracle
5 192 (4.38%) Splunk
6 135 (3.08%) VMware
7 107 (2.44%) Red Hat
8 105 (2.39%) OpenAI
9 92 (2.10%) Cisco
9 92 (2.10%) CyberArk
10 84 (1.91%) ServiceNow
11 81 (1.85%) BeyondTrust
12 61 (1.39%) Dynatrace
13 58 (1.32%) Palo Alto
14 57 (1.30%) F5
15 54 (1.23%) Foundry
16 53 (1.21%) Informatica
17 52 (1.19%) IBM
18 44 (1.00%) SAP
19 36 (0.82%) Centrify