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

6 months to
1 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,410 3,239 3,500
As % of all contract jobs in England 11.55% 13.36% 9.29%
As % of the Programming Languages category 40.77% 39.68% 32.04%
Number of daily rates quoted 3,047 2,333 2,522
10th Percentile £363 £390 £400
25th Percentile £425 £456 £463
Median daily rate (50th Percentile) £518 £550 £550
Median % change year-on-year -5.91% - -8.33%
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 96 43 87
10th Percentile £27.00 £21.25 £22.00
25th Percentile £36.44 £25.75 £37.50
Median hourly rate £55.25 £47.50 £55.00
Median % change year-on-year +16.32% -13.64% -15.38%
75th Percentile £74.26 £65.50 £66.88
90th Percentile £80.10 £77.00 £72.50
UK median hourly rate £54.25 £42.50 £50.00
% change year-on-year +27.65% -15.00% -23.08%

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 10,818 8,163 10,923
As % of all contract IT jobs advertised in England 28.34% 33.67% 28.99%
Number of daily rates quoted 7,220 5,591 7,900
10th Percentile £352 £358 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.42% -5.45%
75th Percentile £613 £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 491 216 438
10th Percentile £41.25 £25.25 £35.00
25th Percentile £55.00 £39.25 £46.25
Median hourly rate £65.00 £62.75 £60.00
Median % change year-on-year +3.59% +4.58% -4.00%
75th Percentile £70.00 £68.75 £68.56
90th Percentile £77.00 £85.00 £75.00
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 1 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 1 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 1 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% 1,152
North of England +10 678 £476 -4.75% 475
South East -5 408 £500 -4.76% 576
Yorkshire +1 377 £479 -4.20% 164
Midlands +2 287 £495 +8.02% 255
North West +10 255 £481 -2.18% 230
South West -5 238 £519 -5.68% 280
West Midlands -2 229 £500 +2.04% 130
East of England +4 135 £500 -0.25% 219
East Midlands -12 57 £450 +5.88% 125
North East +13 55 £488 -1.27% 83
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
1 225 (5.10%) Apache Spark
2 176 (3.99%) Apache Airflow
3 139 (3.15%) Confluence
4 128 (2.90%) Apache
5 67 (1.52%) SAS
6 51 (1.16%) SharePoint
7 24 (0.54%) Jupyter
8 22 (0.50%) Microsoft Exchange
9 19 (0.43%) OpenStack
10 18 (0.41%) Palantir Foundry
11 15 (0.34%) Appian
12 12 (0.27%) nginx
13 11 (0.25%) Camunda
14 9 (0.20%) Apache Superset
15 8 (0.18%) ArcGIS
15 8 (0.18%) CMS
16 4 (0.091%) WebSphere
17 3 (0.068%) CICS
17 3 (0.068%) IBM HTTP Server
17 3 (0.068%) WebSphere Application Server
Applications
1 127 (2.88%) Microsoft Excel
2 26 (0.59%) Chatbot
3 22 (0.50%) Microsoft PowerPoint
4 21 (0.48%) Microsoft Office
5 20 (0.45%) MS Visio
6 18 (0.41%) Spreadsheet
7 6 (0.14%) Weka
8 5 (0.11%) CPLEX
9 4 (0.091%) Microsoft Project
10 3 (0.068%) LaTeX
11 1 (0.023%) OrCAD
Business Applications
1 23 (0.52%) Aladdin
2 11 (0.25%) SAP S/4HANA
3 9 (0.20%) Fidessa
4 5 (0.11%) Oracle EBS
5 4 (0.091%) Bloomberg AIM
6 3 (0.068%) Actimize
6 3 (0.068%) BambooHR
6 3 (0.068%) Remedy ITSM
6 3 (0.068%) SAP IBP
7 2 (0.045%) Cloudability
7 2 (0.045%) Front Arena
7 2 (0.045%) Global One
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
8 1 (0.023%) IBM Planning Analytics
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP APO
8 1 (0.023%) SimCorp Dimension
8 1 (0.023%) Sparx Enterprise Architect
8 1 (0.023%) Sprinklr
Cloud Services
1 1,696 (38.46%) AWS
2 1,548 (35.10%) Azure
3 701 (15.90%) GCP
4 603 (13.67%) GitHub
5 464 (10.52%) Power Platform
6 413 (9.37%) Serverless
7 344 (7.80%) Azure DevOps
8 309 (7.01%) GitHub Actions
9 296 (6.71%) Amazon S3
10 274 (6.21%) AWS Lambda
11 255 (5.78%) Azure Data Factory
12 206 (4.67%) Snowflake
13 183 (4.15%) AWS CloudFormation
14 163 (3.70%) OpenShift
15 147 (3.33%) Azure Synapse Analytics
16 142 (3.22%) dbt
17 141 (3.20%) Amazon EKS
18 121 (2.74%) Amazon ECS
19 103 (2.34%) Amazon EC2
20 99 (2.24%) Amazon CloudWatch
Communications & Networking
1 172 (3.90%) Firewall
2 135 (3.06%) DNS
3 90 (2.04%) Network Security
4 87 (1.97%) TCP/IP
5 77 (1.75%) VPN
6 67 (1.52%) BGP
7 63 (1.43%) WAN
8 44 (1.00%) HTTP
9 38 (0.86%) MPLS
10 36 (0.82%) OSPF
11 33 (0.75%) DHCP
12 30 (0.68%) VLAN
13 29 (0.66%) LAN
13 29 (0.66%) SD-WAN
13 29 (0.66%) Wireshark
14 27 (0.61%) SAN
15 25 (0.57%) SNMP
15 25 (0.57%) SSL
16 21 (0.48%) BIG-IP
16 21 (0.48%) VXLAN
Database & Business Intelligence
1 388 (8.80%) Power BI
2 296 (6.71%) PostgreSQL
3 256 (5.80%) Data Warehouse
4 200 (4.54%) Data Lake
5 185 (4.20%) NoSQL
6 177 (4.01%) SQL Server
7 166 (3.76%) Relational Database
8 156 (3.54%) Tableau
9 129 (2.93%) Metadata
10 115 (2.61%) Delta Lake
11 112 (2.54%) Big Data
12 106 (2.40%) BigQuery
13 98 (2.22%) Amazon Redshift
14 95 (2.15%) MySQL
15 91 (2.06%) Amazon RDS
16 84 (1.90%) Amazon Athena
17 83 (1.88%) Azure SQL Database
18 77 (1.75%) MongoDB
19 59 (1.34%) DynamoDB
20 57 (1.29%) Hadoop
Development Applications
1 556 (12.61%) Git
2 447 (10.14%) Jenkins
3 339 (7.69%) GitLab
4 251 (5.69%) JIRA
5 77 (1.75%) MLflow
6 76 (1.72%) Selenium
7 46 (1.04%) Postman
8 37 (0.84%) Cucumber
9 34 (0.77%) Bitbucket
9 34 (0.77%) JUnit
10 29 (0.66%) JMeter
11 25 (0.57%) Artifactory
11 25 (0.57%) SpecFlow
12 23 (0.52%) Cypress.io
12 23 (0.52%) Sonatype Nexus
13 22 (0.50%) Gatling
14 21 (0.48%) Maven
14 21 (0.48%) Robot Framework
15 19 (0.43%) PyCharm
15 19 (0.43%) SonarQube
General
1 1,085 (24.60%) Social Skills
2 896 (20.32%) Finance
3 632 (14.33%) Analytical Skills
4 407 (9.23%) Public Sector
5 364 (8.25%) Banking
6 165 (3.74%) Front Office
7 117 (2.65%) Documentation Skills
8 77 (1.75%) Investment Banking
9 63 (1.43%) Marketing
10 56 (1.27%) Pharmaceutical
10 56 (1.27%) Retail
10 56 (1.27%) Telecoms
11 49 (1.11%) Financial Institution
11 49 (1.11%) Inclusion and Diversity
12 44 (1.00%) Legal
13 41 (0.93%) Influencing Skills
14 36 (0.82%) Manufacturing
15 29 (0.66%) Presentation Skills
16 27 (0.61%) Publishing
17 26 (0.59%) Military
Job Titles
1 817 (18.53%) Developer
2 646 (14.65%) Data Engineer
3 598 (13.56%) Senior
4 376 (8.53%) Python Developer
5 307 (6.96%) Architect
6 303 (6.87%) Lead
7 244 (5.53%) Analyst
8 231 (5.24%) Software Engineer
9 230 (5.22%) DevOps Engineer
10 220 (4.99%) Python Engineer
11 209 (4.74%) Artificial Intelligence Engineer
12 179 (4.06%) AWS Engineer
13 176 (3.99%) Data Scientist
14 144 (3.27%) Platform Engineer
15 141 (3.20%) Azure Engineer
16 130 (2.95%) Senior Developer
17 125 (2.83%) Data Analyst
18 119 (2.70%) Senior Data Engineer
19 112 (2.54%) Full-Stack Developer
20 98 (2.22%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 385 (8.73%) REST
2 322 (7.30%) Kafka
3 314 (7.12%) React
4 272 (6.17%) PySpark
5 222 (5.03%) Node.js
6 199 (4.51%) Pandas
7 188 (4.26%) .NET
8 183 (4.15%) PyTorch
9 158 (3.58%) RESTful
10 147 (3.33%) TensorFlow
11 138 (3.13%) NumPy
12 137 (3.11%) scikit-learn
13 133 (3.02%) FastAPI
14 130 (2.95%) JSON
15 116 (2.63%) AngularJS
16 102 (2.31%) pytest
17 100 (2.27%) LangChain
18 98 (2.22%) Django
18 98 (2.22%) Flask
18 98 (2.22%) LDAP
Miscellaneous
1 449 (10.18%) Cloud Native
2 187 (4.24%) Distributed Systems
3 158 (3.58%) Algorithms
4 127 (2.88%) Product Ownership
5 113 (2.56%) Equities
5 113 (2.56%) Fixed Income
6 103 (2.34%) Derivative
7 98 (2.22%) Data Protection Act
8 96 (2.18%) AI Agents
9 94 (2.13%) Data Structures
10 90 (2.04%) Hybrid Cloud
11 84 (1.90%) Enterprise Software
12 82 (1.86%) Data Centre
13 79 (1.79%) Public Cloud
13 79 (1.79%) Security Posture
14 76 (1.72%) Onboarding
15 70 (1.59%) Legacy Systems
16 65 (1.47%) Management Information System
17 53 (1.20%) Hedge funds
18 47 (1.07%) Virtual Team
Operating Systems
1 574 (13.02%) Linux
2 247 (5.60%) Windows
3 156 (3.54%) Unix
4 84 (1.90%) Red Hat Enterprise Linux
5 52 (1.18%) Windows Server
6 34 (0.77%) VMS
7 32 (0.73%) Ubuntu
8 30 (0.68%) Android
9 17 (0.39%) AIX
9 17 (0.39%) CentOS
10 15 (0.34%) Apple iOS
10 15 (0.34%) Mac OS
11 14 (0.32%) Solaris
12 8 (0.18%) Debian
12 8 (0.18%) Windows 7
13 6 (0.14%) zOS
14 5 (0.11%) Embedded Linux
14 5 (0.11%) Kali Linux
15 4 (0.091%) Amazon Linux
15 4 (0.091%) Rocky
Processes & Methodologies
1 1,619 (36.71%) CI/CD
2 1,263 (28.64%) DevOps
3 1,013 (22.97%) Agile
4 986 (22.36%) AI
5 947 (21.47%) Analytics
6 925 (20.98%) Problem-Solving
7 761 (17.26%) Infrastructure as Code
8 734 (16.64%) Data Pipeline
9 709 (16.08%) Machine Learning
10 672 (15.24%) Containerisation
11 651 (14.76%) Data Engineering
12 615 (13.95%) Data Modelling
13 600 (13.61%) ETL
14 539 (12.22%) Data Science
15 536 (12.15%) Software Engineering
16 509 (11.54%) Test Automation
17 460 (10.43%) Business Intelligence
18 429 (9.73%) Observability
19 364 (8.25%) LLM
20 341 (7.73%) Data Governance
Programming Languages
1 1,475 (33.45%) SQL
2 664 (15.06%) Java
3 552 (12.52%) PowerShell
4 493 (11.18%) Bash
5 418 (9.48%) JavaScript
6 300 (6.80%) C#
7 295 (6.69%) TypeScript
8 193 (4.38%) Go
9 149 (3.38%) R
10 136 (3.08%) C++
11 113 (2.56%) Scala
12 100 (2.27%) Shell Script
13 84 (1.90%) Ruby
14 72 (1.63%) Bicep
15 67 (1.52%) Perl
16 51 (1.16%) Kusto Query Language
17 48 (1.09%) C
18 44 (1.00%) Data Analysis Expressions
19 41 (0.93%) VBA
20 36 (0.82%) PL/SQL
Qualifications
1 1,024 (23.22%) Security Cleared
2 817 (18.53%) SC Cleared
3 376 (8.53%) Degree
4 180 (4.08%) Computer Science Degree
5 133 (3.02%) DV Cleared
6 101 (2.29%) Master's Degree
7 94 (2.13%) BPSS Clearance
8 92 (2.09%) Azure Certification
9 86 (1.95%) CISSP
10 81 (1.84%) AWS Certification
11 63 (1.43%) Cisco Certification
12 48 (1.09%) CCNP
13 46 (1.04%) CISM
14 44 (1.00%) PhD
15 30 (0.68%) VMware Certified Professional (VCP)
16 29 (0.66%) Microsoft Certification
17 26 (0.59%) AWS Certified Solutions Architect
18 25 (0.57%) CCNA
19 24 (0.54%) CCIE
20 23 (0.52%) CEH
Quality Assurance & Compliance
1 433 (9.82%) Data Quality
2 185 (4.20%) QA
3 162 (3.67%) GDPR
4 93 (2.11%) NIST
5 84 (1.90%) ISO/IEC 27001
6 54 (1.22%) Accessibility
7 25 (0.57%) PCI DSS
7 25 (0.57%) SLA
8 23 (0.52%) Sarbanes-Oxley
9 21 (0.48%) NCSC
10 19 (0.43%) HIPAA
11 15 (0.34%) WCAG
12 14 (0.32%) Actionable Recommendations
13 11 (0.25%) SOC 2
14 10 (0.23%) Cyber Essentials
14 10 (0.23%) MiFID
15 8 (0.18%) California Consumer Privacy Act
15 8 (0.18%) PMO
16 7 (0.16%) GRC
16 7 (0.16%) ISO 20022
System Software
1 801 (18.16%) Docker
2 152 (3.45%) Active Directory
3 100 (2.27%) VMware Infrastructure
4 55 (1.25%) vSphere
5 52 (1.18%) Virtual Machines
6 46 (1.04%) VMware NSX
7 27 (0.61%) Firmware
8 20 (0.45%) Hyper-V
9 13 (0.29%) KVM
10 12 (0.27%) VMware ESXi
11 8 (0.18%) 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%) Virtual Desktop
15 4 (0.091%) Active Directory Lightweight Directory Services
15 4 (0.091%) NFS
16 3 (0.068%) Snort
16 3 (0.068%) Squid
Systems Management
1 955 (21.66%) Terraform
2 882 (20.00%) Kubernetes
3 451 (10.23%) Ansible
4 279 (6.33%) Grafana
5 243 (5.51%) Prometheus
6 81 (1.84%) Argo
7 69 (1.56%) Puppet
8 40 (0.91%) Istio
9 38 (0.86%) vCenter Server
10 32 (0.73%) Kibana
11 28 (0.63%) Progress Chef
12 23 (0.52%) Nessus
13 21 (0.48%) Rancher
13 21 (0.48%) vRealize
14 20 (0.45%) Kubeflow
15 19 (0.43%) Control-M
16 16 (0.36%) Microsoft Intune
16 16 (0.36%) Nagios
16 16 (0.36%) Single Sign-On
17 14 (0.32%) IBM Guardium
Vendors
1 548 (12.43%) Microsoft
2 485 (11.00%) Databricks
3 243 (5.51%) Google
4 201 (4.56%) Splunk
5 187 (4.24%) Oracle
6 168 (3.81%) VMware
7 134 (3.04%) Red Hat
8 106 (2.40%) Cisco
9 105 (2.38%) OpenAI
10 89 (2.02%) ServiceNow
11 80 (1.81%) CyberArk
12 68 (1.54%) BeyondTrust
13 66 (1.50%) Foundry
14 57 (1.29%) F5
15 52 (1.18%) Informatica
16 49 (1.11%) Palo Alto
17 47 (1.07%) IBM
18 44 (1.00%) Dynatrace
19 40 (0.91%) SAP
20 38 (0.86%) Atlassian