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

6 months to
3 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,416 3,234 3,474
As % of all contract jobs in England 11.52% 13.34% 9.24%
As % of the Programming Languages category 40.65% 39.62% 31.93%
Number of daily rates quoted 3,049 2,321 2,502
10th Percentile £363 £393 £400
25th Percentile £425 £457 £463
Median daily rate (50th Percentile) £520 £563 £550
Median % change year-on-year -7.56% +2.27% -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 100 43 85
10th Percentile £27.40 £21.25 £22.00
25th Percentile £40.75 £25.75 £37.50
Median hourly rate £57.63 £47.50 £55.00
Median % change year-on-year +21.33% -13.64% -15.38%
75th Percentile £75.00 £65.50 £67.00
90th Percentile £83.08 £77.00 £72.50
UK median hourly rate £55.00 £42.50 £50.00
% change year-on-year +29.41% -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 10,864 8,162 10,880
As % of all contract IT jobs advertised in England 28.33% 33.67% 28.95%
Number of daily rates quoted 7,253 5,585 7,873
10th Percentile £353 £358 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £505 £525 £538
Median % change year-on-year -3.81% -2.42% -5.20%
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 496 214 432
10th Percentile £41.76 £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 £68.75
90th Percentile £77.50 £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 3 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 3 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 3 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 2,491 £550 -8.33% 1,152
North of England +10 684 £481 -3.75% 475
South East -4 406 £500 -5.44% 576
Yorkshire -1 382 £480 -4.00% 164
Midlands +1 288 £496 +6.26% 255
North West +5 257 £490 -1.16% 230
South West -2 247 £525 -4.55% 280
West Midlands -1 229 £500 +2.04% 130
East of England -2 132 £500 - 219
East Midlands -12 58 £450 +3.21% 125
North East +12 54 £500 +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
1 232 (5.25%) Apache Spark
2 180 (4.08%) Apache Airflow
3 133 (3.01%) Confluence
4 131 (2.97%) Apache
5 66 (1.49%) SAS
6 51 (1.15%) SharePoint
7 26 (0.59%) Jupyter
8 23 (0.52%) Microsoft Exchange
9 19 (0.43%) OpenStack
10 18 (0.41%) Palantir Foundry
11 15 (0.34%) Appian
12 13 (0.29%) nginx
13 11 (0.25%) Camunda
14 9 (0.20%) Apache Superset
15 8 (0.18%) ArcGIS
16 7 (0.16%) CMS
17 3 (0.068%) CICS
17 3 (0.068%) IBM HTTP Server
17 3 (0.068%) WebSphere
17 3 (0.068%) WebSphere Application Server
Applications
1 125 (2.83%) Microsoft Excel
2 26 (0.59%) Chatbot
3 21 (0.48%) Microsoft Office
3 21 (0.48%) Microsoft PowerPoint
4 20 (0.45%) MS Visio
5 18 (0.41%) Spreadsheet
6 6 (0.14%) Weka
7 5 (0.11%) CPLEX
8 4 (0.091%) Microsoft Project
9 3 (0.068%) LaTeX
10 1 (0.023%) OrCAD
Business Applications
1 24 (0.54%) 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
5 4 (0.091%) SAP IBP
6 3 (0.068%) Actimize
6 3 (0.068%) BambooHR
6 3 (0.068%) Remedy ITSM
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%) OneSumX
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP APO
8 1 (0.023%) SimCorp Dimension
8 1 (0.023%) Sprinklr
Cloud Services
1 1,686 (38.18%) AWS
2 1,537 (34.81%) Azure
3 697 (15.78%) GCP
4 596 (13.50%) GitHub
5 468 (10.60%) Power Platform
6 417 (9.44%) Serverless
7 336 (7.61%) Azure DevOps
8 309 (7.00%) GitHub Actions
9 301 (6.82%) Amazon S3
10 281 (6.36%) AWS Lambda
11 255 (5.77%) Azure Data Factory
12 207 (4.69%) Snowflake
13 186 (4.21%) AWS CloudFormation
14 166 (3.76%) OpenShift
15 149 (3.37%) Azure Synapse Analytics
16 145 (3.28%) dbt
17 141 (3.19%) Amazon EKS
18 121 (2.74%) Amazon ECS
19 101 (2.29%) Amazon EC2
20 100 (2.26%) Amazon CloudWatch
Communications & Networking
1 166 (3.76%) Firewall
2 132 (2.99%) DNS
3 88 (1.99%) Network Security
4 84 (1.90%) TCP/IP
5 72 (1.63%) VPN
6 67 (1.52%) BGP
7 58 (1.31%) WAN
8 45 (1.02%) HTTP
9 38 (0.86%) MPLS
10 36 (0.82%) OSPF
11 32 (0.72%) DHCP
12 30 (0.68%) VLAN
13 29 (0.66%) LAN
13 29 (0.66%) Wireshark
14 27 (0.61%) SAN
14 27 (0.61%) SNMP
15 24 (0.54%) SSL
16 23 (0.52%) SD-WAN
17 21 (0.48%) BIG-IP
17 21 (0.48%) VXLAN
Database & Business Intelligence
1 389 (8.81%) Power BI
2 297 (6.73%) PostgreSQL
3 257 (5.82%) Data Warehouse
4 200 (4.53%) Data Lake
5 184 (4.17%) NoSQL
6 177 (4.01%) SQL Server
7 165 (3.74%) Relational Database
8 156 (3.53%) Tableau
9 132 (2.99%) Metadata
10 114 (2.58%) Big Data
10 114 (2.58%) Delta Lake
11 110 (2.49%) BigQuery
12 99 (2.24%) Amazon Redshift
13 94 (2.13%) MySQL
14 92 (2.08%) Amazon RDS
15 85 (1.92%) Amazon Athena
16 84 (1.90%) Azure SQL Database
17 75 (1.70%) MongoDB
18 62 (1.40%) DynamoDB
19 58 (1.31%) Hadoop
Development Applications
1 557 (12.61%) Git
2 439 (9.94%) Jenkins
3 333 (7.54%) GitLab
4 240 (5.43%) JIRA
5 77 (1.74%) Selenium
6 75 (1.70%) MLflow
7 45 (1.02%) Postman
8 36 (0.82%) Cucumber
9 35 (0.79%) JUnit
10 34 (0.77%) Bitbucket
11 27 (0.61%) JMeter
12 25 (0.57%) Artifactory
12 25 (0.57%) SpecFlow
13 24 (0.54%) Cypress.io
14 23 (0.52%) Sonatype Nexus
15 22 (0.50%) Maven
16 21 (0.48%) Robot Framework
16 21 (0.48%) SonarQube
17 20 (0.45%) Gatling
18 19 (0.43%) PyCharm
General
1 1,080 (24.46%) Social Skills
2 896 (20.29%) Finance
3 631 (14.29%) Analytical Skills
4 403 (9.13%) Public Sector
5 368 (8.33%) Banking
6 163 (3.69%) Front Office
7 117 (2.65%) Documentation Skills
8 79 (1.79%) Investment Banking
9 63 (1.43%) Marketing
10 56 (1.27%) Telecoms
11 55 (1.25%) Pharmaceutical
11 55 (1.25%) Retail
12 48 (1.09%) Financial Institution
12 48 (1.09%) Inclusion and Diversity
13 46 (1.04%) Legal
14 40 (0.91%) Influencing Skills
15 36 (0.82%) Manufacturing
16 29 (0.66%) Presentation Skills
17 28 (0.63%) Publishing
18 26 (0.59%) Military
Job Titles
1 825 (18.68%) Developer
2 657 (14.88%) Data Engineer
3 606 (13.72%) Senior
4 381 (8.63%) Python Developer
5 303 (6.86%) Lead
6 302 (6.84%) Architect
7 235 (5.32%) Analyst
8 233 (5.28%) DevOps Engineer
8 233 (5.28%) Software Engineer
9 223 (5.05%) Python Engineer
10 206 (4.66%) Artificial Intelligence Engineer
11 182 (4.12%) AWS Engineer
12 179 (4.05%) Data Scientist
13 144 (3.26%) Azure Engineer
13 144 (3.26%) Platform Engineer
14 131 (2.97%) Senior Developer
15 126 (2.85%) Senior Data Engineer
16 124 (2.81%) Data Analyst
17 113 (2.56%) Full-Stack Developer
18 98 (2.22%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 383 (8.67%) REST
2 324 (7.34%) Kafka
3 320 (7.25%) React
4 278 (6.30%) PySpark
5 224 (5.07%) Node.js
6 203 (4.60%) Pandas
7 187 (4.23%) .NET
8 176 (3.99%) PyTorch
9 156 (3.53%) RESTful
10 142 (3.22%) TensorFlow
11 139 (3.15%) NumPy
12 133 (3.01%) FastAPI
13 132 (2.99%) scikit-learn
14 130 (2.94%) JSON
15 113 (2.56%) AngularJS
16 101 (2.29%) LangChain
17 100 (2.26%) LDAP
18 99 (2.24%) Flask
18 99 (2.24%) pytest
19 97 (2.20%) Django
Miscellaneous
1 447 (10.12%) Cloud Native
2 185 (4.19%) Distributed Systems
3 155 (3.51%) Algorithms
4 123 (2.79%) Product Ownership
5 115 (2.60%) Equities
5 115 (2.60%) Fixed Income
6 104 (2.36%) Derivative
7 99 (2.24%) AI Agents
7 99 (2.24%) Data Protection Act
8 96 (2.17%) Data Structures
9 89 (2.02%) Hybrid Cloud
10 84 (1.90%) Enterprise Software
11 82 (1.86%) Data Centre
12 80 (1.81%) Security Posture
13 77 (1.74%) Onboarding
14 75 (1.70%) Public Cloud
15 70 (1.59%) Legacy Systems
16 64 (1.45%) Management Information System
17 55 (1.25%) Hedge funds
18 47 (1.06%) Virtual Team
Operating Systems
1 573 (12.98%) Linux
2 247 (5.59%) Windows
3 153 (3.46%) Unix
4 85 (1.92%) Red Hat Enterprise Linux
5 51 (1.15%) Windows Server
6 35 (0.79%) VMS
7 32 (0.72%) Ubuntu
8 30 (0.68%) Android
9 19 (0.43%) AIX
10 17 (0.38%) CentOS
11 15 (0.34%) Apple iOS
11 15 (0.34%) Mac OS
12 14 (0.32%) Solaris
13 8 (0.18%) Debian
14 7 (0.16%) Windows 7
15 6 (0.14%) zOS
16 5 (0.11%) Embedded Linux
16 5 (0.11%) Kali Linux
17 4 (0.091%) Amazon Linux
17 4 (0.091%) Rocky
Processes & Methodologies
1 1,619 (36.66%) CI/CD
2 1,257 (28.46%) DevOps
3 1,009 (22.85%) Agile
4 988 (22.37%) AI
5 952 (21.56%) Analytics
6 918 (20.79%) Problem-Solving
7 757 (17.14%) Infrastructure as Code
8 741 (16.78%) Data Pipeline
9 705 (15.96%) Machine Learning
10 678 (15.35%) Containerisation
11 650 (14.72%) Data Engineering
12 611 (13.84%) Data Modelling
13 606 (13.72%) ETL
14 537 (12.16%) Data Science
15 536 (12.14%) Software Engineering
16 496 (11.23%) Test Automation
17 457 (10.35%) Business Intelligence
18 425 (9.62%) Observability
19 363 (8.22%) LLM
20 342 (7.74%) Data Governance
Programming Languages
1 1,483 (33.58%) SQL
2 671 (15.19%) Java
3 557 (12.61%) PowerShell
4 495 (11.21%) Bash
5 418 (9.47%) JavaScript
6 302 (6.84%) C#
7 298 (6.75%) TypeScript
8 195 (4.42%) Go
9 147 (3.33%) R
10 131 (2.97%) C++
11 115 (2.60%) Scala
12 99 (2.24%) Shell Script
13 84 (1.90%) Ruby
14 74 (1.68%) Bicep
15 67 (1.52%) Perl
16 50 (1.13%) Kusto Query Language
17 47 (1.06%) C
18 44 (1.00%) Data Analysis Expressions
19 40 (0.91%) VBA
20 38 (0.86%) T-SQL
Qualifications
1 1,022 (23.14%) Security Cleared
2 818 (18.52%) SC Cleared
3 373 (8.45%) Degree
4 181 (4.10%) Computer Science Degree
5 133 (3.01%) DV Cleared
6 97 (2.20%) Master's Degree
7 95 (2.15%) BPSS Clearance
8 94 (2.13%) Azure Certification
9 86 (1.95%) CISSP
10 80 (1.81%) AWS Certification
11 63 (1.43%) Cisco Certification
12 47 (1.06%) CCNP
13 46 (1.04%) CISM
14 42 (0.95%) PhD
15 31 (0.70%) VMware Certified Professional (VCP)
16 29 (0.66%) Microsoft Certification
17 26 (0.59%) AWS Certified Solutions Architect
18 25 (0.57%) CCNA
19 23 (0.52%) CCIE
19 23 (0.52%) CEH
Quality Assurance & Compliance
1 438 (9.92%) Data Quality
2 183 (4.14%) QA
3 162 (3.67%) GDPR
4 91 (2.06%) NIST
5 84 (1.90%) ISO/IEC 27001
6 56 (1.27%) Accessibility
7 26 (0.59%) PCI DSS
8 25 (0.57%) SLA
9 24 (0.54%) Sarbanes-Oxley
10 21 (0.48%) NCSC
11 20 (0.45%) HIPAA
12 16 (0.36%) WCAG
13 13 (0.29%) Actionable Recommendations
14 11 (0.25%) SOC 2
15 10 (0.23%) Cyber Essentials
15 10 (0.23%) MiFID
16 8 (0.18%) California Consumer Privacy Act
16 8 (0.18%) PMO
17 7 (0.16%) GRC
17 7 (0.16%) ISO 20022
System Software
1 798 (18.07%) Docker
2 152 (3.44%) Active Directory
3 102 (2.31%) VMware Infrastructure
4 55 (1.25%) vSphere
5 53 (1.20%) Virtual Machines
6 47 (1.06%) VMware NSX
7 26 (0.59%) 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
1 952 (21.56%) Terraform
2 882 (19.97%) Kubernetes
3 442 (10.01%) Ansible
4 274 (6.20%) Grafana
5 239 (5.41%) Prometheus
6 81 (1.83%) Argo
7 67 (1.52%) Puppet
8 40 (0.91%) Istio
9 38 (0.86%) vCenter Server
10 31 (0.70%) Kibana
11 28 (0.63%) Progress Chef
12 23 (0.52%) Nessus
13 22 (0.50%) vRealize
14 21 (0.48%) Rancher
15 20 (0.45%) Kubeflow
16 19 (0.43%) Control-M
16 19 (0.43%) Nagios
17 17 (0.38%) Microsoft Intune
18 16 (0.36%) Single Sign-On
19 14 (0.32%) IBM Guardium
Vendors
1 545 (12.34%) Microsoft
2 490 (11.10%) Databricks
3 246 (5.57%) Google
4 202 (4.57%) Splunk
5 187 (4.23%) Oracle
6 170 (3.85%) VMware
7 132 (2.99%) Red Hat
8 104 (2.36%) OpenAI
9 101 (2.29%) Cisco
10 87 (1.97%) ServiceNow
11 81 (1.83%) CyberArk
12 68 (1.54%) BeyondTrust
13 64 (1.45%) Foundry
14 56 (1.27%) F5
15 52 (1.18%) Informatica
16 48 (1.09%) Palo Alto
17 47 (1.06%) IBM
18 44 (1.00%) Dynatrace
19 42 (0.95%) SAP
20 38 (0.86%) Atlassian