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

6 months to
21 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,385 3,265 3,507
As % of all contract jobs in England 11.71% 13.33% 9.30%
As % of the Programming Languages category 40.73% 39.45% 32.18%
Number of daily rates quoted 3,030 2,324 2,514
10th Percentile £363 £389 £400
25th Percentile £424 £458 £463
Median daily rate (50th Percentile) £520 £561 £550
Median % change year-on-year -7.35% +2.05% -8.33%
75th Percentile £630 £689 £688
90th Percentile £750 £834 £800
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 82 42 92
10th Percentile £27.50 £21.25 £23.01
25th Percentile £41.42 £25.50 £39.38
Median hourly rate £56.63 £50.00 £54.25
Median % change year-on-year +13.27% -7.83% -16.54%
75th Percentile £74.26 £66.00 £66.81
90th Percentile £80.18 £78.58 £72.50
UK median hourly rate £54.00 £42.50 £50.00
% change year-on-year +27.06% -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 10,765 8,276 10,897
As % of all contract IT jobs advertised in England 28.75% 33.79% 28.91%
Number of daily rates quoted 7,186 5,597 7,872
10th Percentile £352 £358 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £505 £525 £538
Median % change year-on-year -3.81% -2.33% -6.03%
75th Percentile £613 £650 £656
90th Percentile £725 £775 £774
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 458 218 445
10th Percentile £41.94 £25.25 £35.20
25th Percentile £55.00 £39.25 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -4.00%
75th Percentile £70.00 £68.75 £67.50
90th Percentile £76.48 £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 21 March 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 March 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 March 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 2,489 £550 -8.33% 1,216
North of England +14 676 £475 -5.00% 484
South East -7 413 £500 -6.10% 635
Yorkshire +3 360 £485 -3.10% 173
Midlands -1 286 £498 +4.84% 249
North West +13 270 £465 -6.91% 228
West Midlands -4 232 £500 - 125
South West -1 230 £525 -8.70% 270
East of England -2 131 £500 +1.52% 237
North East +12 54 £475 -7.32% 85
East Midlands -17 53 £447 +5.18% 124
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
1 227 (5.18%) Apache Spark
2 168 (3.83%) Apache Airflow
3 144 (3.28%) Confluence
4 124 (2.83%) Apache
5 63 (1.44%) SAS
6 53 (1.21%) SharePoint
7 25 (0.57%) Microsoft Exchange
8 23 (0.52%) Jupyter
9 20 (0.46%) OpenStack
9 20 (0.46%) Palantir Foundry
10 18 (0.41%) Appian
11 12 (0.27%) nginx
12 11 (0.25%) Camunda
13 8 (0.18%) CMS
14 7 (0.16%) Apache Superset
15 6 (0.14%) ArcGIS
16 4 (0.091%) Oracle Application Server
17 3 (0.068%) Ethereum
17 3 (0.068%) IIS
17 3 (0.068%) WebSphere
Applications
1 119 (2.71%) Microsoft Excel
2 28 (0.64%) Chatbot
3 25 (0.57%) Microsoft Office
4 22 (0.50%) Microsoft PowerPoint
5 20 (0.46%) MS Visio
6 12 (0.27%) Spreadsheet
7 8 (0.18%) Weka
8 4 (0.091%) CPLEX
8 4 (0.091%) Microsoft Project
9 3 (0.068%) LaTeX
10 1 (0.023%) OrCAD
Business Applications
1 25 (0.57%) Aladdin
2 12 (0.27%) Fidessa
3 10 (0.23%) SAP S/4HANA
4 5 (0.11%) Oracle EBS
5 4 (0.091%) Bloomberg AIM
6 3 (0.068%) Actimize
6 3 (0.068%) BambooHR
7 2 (0.046%) Cloudability
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Remedy ITSM
8 1 (0.023%) Dynamics CRM
8 1 (0.023%) IntelliMatch
8 1 (0.023%) Loan IQ
8 1 (0.023%) Odoo
8 1 (0.023%) ResourceLink
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) SimCorp Dimension
Cloud Services
1 1,688 (38.49%) AWS
2 1,548 (35.30%) Azure
3 705 (16.08%) GCP
4 619 (14.12%) GitHub
5 450 (10.26%) Power Platform
6 420 (9.58%) Serverless
7 345 (7.87%) Azure DevOps
8 313 (7.14%) GitHub Actions
9 293 (6.68%) Amazon S3
10 275 (6.27%) AWS Lambda
11 250 (5.70%) Azure Data Factory
12 216 (4.93%) Snowflake
13 188 (4.29%) AWS CloudFormation
14 168 (3.83%) OpenShift
15 149 (3.40%) Amazon EKS
16 147 (3.35%) Azure Synapse Analytics
17 131 (2.99%) dbt
18 126 (2.87%) Amazon ECS
19 109 (2.49%) Amazon EC2
20 104 (2.37%) Amazon CloudWatch
Communications & Networking
1 176 (4.01%) Firewall
2 131 (2.99%) DNS
3 97 (2.21%) Network Security
4 89 (2.03%) TCP/IP
5 74 (1.69%) VPN
6 61 (1.39%) BGP
7 58 (1.32%) WAN
8 45 (1.03%) HTTP
9 39 (0.89%) Wireshark
10 37 (0.84%) MPLS
11 32 (0.73%) OSPF
11 32 (0.73%) SSL
12 30 (0.68%) LAN
13 29 (0.66%) DHCP
13 29 (0.66%) SD-WAN
14 27 (0.62%) VLAN
15 24 (0.55%) SAN
16 22 (0.50%) Multicast
16 22 (0.50%) SNMP
17 21 (0.48%) VXLAN
Database & Business Intelligence
1 375 (8.55%) Power BI
2 315 (7.18%) PostgreSQL
3 256 (5.84%) Data Warehouse
4 201 (4.58%) Data Lake
5 194 (4.42%) NoSQL
6 184 (4.20%) SQL Server
7 177 (4.04%) Relational Database
8 145 (3.31%) Tableau
9 125 (2.85%) Big Data
10 123 (2.81%) Metadata
11 111 (2.53%) Delta Lake
12 100 (2.28%) BigQuery
13 96 (2.19%) MySQL
14 95 (2.17%) Amazon RDS
14 95 (2.17%) Amazon Redshift
15 84 (1.92%) Azure SQL Database
16 82 (1.87%) MongoDB
17 74 (1.69%) Amazon Athena
18 65 (1.48%) Hadoop
19 59 (1.35%) DynamoDB
Development Applications
1 554 (12.63%) Git
2 464 (10.58%) Jenkins
3 353 (8.05%) GitLab
4 257 (5.86%) JIRA
5 79 (1.80%) MLflow
6 73 (1.66%) Selenium
7 44 (1.00%) Postman
8 40 (0.91%) Cucumber
9 39 (0.89%) Bitbucket
10 33 (0.75%) JUnit
11 29 (0.66%) JMeter
12 28 (0.64%) Sonatype Nexus
13 26 (0.59%) Artifactory
14 25 (0.57%) SpecFlow
15 23 (0.52%) Cypress.io
16 22 (0.50%) Gatling
17 21 (0.48%) Maven
18 20 (0.46%) Robot Framework
19 19 (0.43%) CircleCI
19 19 (0.43%) SonarQube
General
1 1,110 (25.31%) Social Skills
2 917 (20.91%) Finance
3 628 (14.32%) Analytical Skills
4 404 (9.21%) Public Sector
5 371 (8.46%) Banking
6 173 (3.95%) Front Office
7 117 (2.67%) Documentation Skills
8 87 (1.98%) Investment Banking
9 58 (1.32%) Marketing
10 57 (1.30%) Retail
11 56 (1.28%) Pharmaceutical
12 53 (1.21%) Telecoms
13 52 (1.19%) Inclusion and Diversity
14 50 (1.14%) Financial Institution
15 43 (0.98%) Legal
16 41 (0.94%) Influencing Skills
17 37 (0.84%) Manufacturing
18 32 (0.73%) Presentation Skills
19 26 (0.59%) Military
20 24 (0.55%) Publishing
Job Titles
1 823 (18.77%) Developer
2 638 (14.55%) Data Engineer
3 600 (13.68%) Senior
4 366 (8.35%) Python Developer
5 311 (7.09%) Lead
6 294 (6.70%) Architect
7 246 (5.61%) DevOps Engineer
8 236 (5.38%) Analyst
9 225 (5.13%) Software Engineer
10 216 (4.93%) Python Engineer
11 210 (4.79%) Artificial Intelligence Engineer
12 184 (4.20%) AWS Engineer
13 176 (4.01%) Data Scientist
14 144 (3.28%) Platform Engineer
15 139 (3.17%) Azure Engineer
16 130 (2.96%) Senior Developer
17 118 (2.69%) Senior Data Engineer
18 116 (2.65%) Data Analyst
19 115 (2.62%) Full-Stack Developer
20 103 (2.35%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 385 (8.78%) REST
2 319 (7.27%) React
3 316 (7.21%) Kafka
4 273 (6.23%) PySpark
5 227 (5.18%) Node.js
6 191 (4.36%) Pandas
6 191 (4.36%) PyTorch
7 178 (4.06%) .NET
8 167 (3.81%) RESTful
9 157 (3.58%) TensorFlow
10 143 (3.26%) FastAPI
11 137 (3.12%) NumPy
12 136 (3.10%) scikit-learn
13 129 (2.94%) AngularJS
14 120 (2.74%) JSON
15 101 (2.30%) Flask
16 99 (2.26%) Django
16 99 (2.26%) LDAP
17 97 (2.21%) LangChain
17 97 (2.21%) pytest
Miscellaneous
1 455 (10.38%) Cloud Native
2 179 (4.08%) Distributed Systems
3 166 (3.79%) Algorithms
4 124 (2.83%) Product Ownership
5 120 (2.74%) Equities
6 116 (2.65%) Fixed Income
7 105 (2.39%) Derivative
8 101 (2.30%) Data Protection Act
9 95 (2.17%) Data Structures
10 92 (2.10%) AI Agents
10 92 (2.10%) Hybrid Cloud
11 85 (1.94%) Onboarding
12 83 (1.89%) Enterprise Software
13 82 (1.87%) Security Posture
14 77 (1.76%) Data Centre
15 76 (1.73%) Public Cloud
16 75 (1.71%) Legacy Systems
17 68 (1.55%) Management Information System
18 56 (1.28%) Hedge funds
19 50 (1.14%) Foreign Exchange (FX)
Operating Systems
1 588 (13.41%) Linux
2 262 (5.97%) Windows
3 155 (3.53%) Unix
4 78 (1.78%) Red Hat Enterprise Linux
5 52 (1.19%) Windows Server
6 31 (0.71%) Android
7 30 (0.68%) Ubuntu
7 30 (0.68%) VMS
8 18 (0.41%) CentOS
9 16 (0.36%) Apple iOS
10 15 (0.34%) AIX
11 14 (0.32%) Mac OS
11 14 (0.32%) Solaris
12 9 (0.21%) Kali Linux
12 9 (0.21%) Windows 7
13 6 (0.14%) Debian
14 5 (0.11%) zOS
15 4 (0.091%) Amazon Linux
15 4 (0.091%) Rocky
16 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,620 (36.94%) CI/CD
2 1,279 (29.17%) DevOps
3 1,014 (23.12%) Agile
4 970 (22.12%) AI
5 933 (21.28%) Problem-Solving
6 924 (21.07%) Analytics
7 767 (17.49%) Infrastructure as Code
8 718 (16.37%) Data Pipeline
9 711 (16.21%) Machine Learning
10 683 (15.58%) Containerisation
11 649 (14.80%) Data Engineering
12 606 (13.82%) Data Modelling
13 599 (13.66%) ETL
14 536 (12.22%) Data Science
15 525 (11.97%) Software Engineering
16 519 (11.84%) Test Automation
17 447 (10.19%) Business Intelligence
18 418 (9.53%) Observability
19 365 (8.32%) LLM
20 339 (7.73%) Microservices
Programming Languages
1 1,460 (33.30%) SQL
2 670 (15.28%) Java
3 571 (13.02%) PowerShell
4 506 (11.54%) Bash
5 418 (9.53%) JavaScript
6 295 (6.73%) TypeScript
7 290 (6.61%) C#
8 201 (4.58%) Go
9 144 (3.28%) C++
10 138 (3.15%) R
11 116 (2.65%) Scala
12 103 (2.35%) Shell Script
13 88 (2.01%) Ruby
14 74 (1.69%) Perl
15 73 (1.66%) Bicep
16 54 (1.23%) Kusto Query Language
17 45 (1.03%) Data Analysis Expressions
18 43 (0.98%) C
19 38 (0.87%) VBA
20 36 (0.82%) T-SQL
Qualifications
1 1,019 (23.24%) Security Cleared
2 810 (18.47%) SC Cleared
3 392 (8.94%) Degree
4 197 (4.49%) Computer Science Degree
5 137 (3.12%) DV Cleared
6 107 (2.44%) Master's Degree
7 92 (2.10%) BPSS Clearance
8 91 (2.08%) AWS Certification
8 91 (2.08%) Azure Certification
9 87 (1.98%) CISSP
10 64 (1.46%) Cisco Certification
11 48 (1.09%) CCNP
12 45 (1.03%) CISM
13 42 (0.96%) PhD
14 29 (0.66%) Microsoft Certification
15 27 (0.62%) VMware Certified Professional (VCP)
16 26 (0.59%) CEH
17 25 (0.57%) CCIE
18 24 (0.55%) CCNA
18 24 (0.55%) Microsoft Certified Professional
Quality Assurance & Compliance
1 425 (9.69%) Data Quality
2 181 (4.13%) QA
3 164 (3.74%) GDPR
4 97 (2.21%) NIST
5 85 (1.94%) ISO/IEC 27001
6 51 (1.16%) Accessibility
7 28 (0.64%) Sarbanes-Oxley
8 25 (0.57%) PCI DSS
9 24 (0.55%) SLA
10 23 (0.52%) NCSC
11 21 (0.48%) HIPAA
12 15 (0.34%) WCAG
13 14 (0.32%) Actionable Recommendations
14 11 (0.25%) PSD2
14 11 (0.25%) SOC 2
15 10 (0.23%) MiFID
16 9 (0.21%) Cyber Essentials
17 8 (0.18%) EMIR
17 8 (0.18%) EU AI Act
17 8 (0.18%) PMO
System Software
1 828 (18.88%) Docker
2 158 (3.60%) Active Directory
3 102 (2.33%) VMware Infrastructure
4 53 (1.21%) vSphere
5 50 (1.14%) Virtual Machines
6 45 (1.03%) VMware NSX
7 23 (0.52%) Firmware
8 20 (0.46%) Hyper-V
9 13 (0.30%) KVM
10 10 (0.23%) VMware ESXi
11 9 (0.21%) GPFS
11 9 (0.21%) Lustre
11 9 (0.21%) Slurm Workload Manager
12 8 (0.18%) HDFS
13 5 (0.11%) Postfix
14 4 (0.091%) Active Directory Lightweight Directory Services
14 4 (0.091%) Virtual Desktop
14 4 (0.091%) Virtual Servers
15 3 (0.068%) Ceph
15 3 (0.068%) Embedded Firmware
Systems Management
1 955 (21.78%) Terraform
2 919 (20.96%) Kubernetes
3 464 (10.58%) Ansible
4 288 (6.57%) Grafana
5 257 (5.86%) Prometheus
6 90 (2.05%) Argo
7 71 (1.62%) Puppet
8 42 (0.96%) Istio
9 36 (0.82%) vCenter Server
10 32 (0.73%) Kibana
11 28 (0.64%) Progress Chef
12 26 (0.59%) Nessus
13 23 (0.52%) Single Sign-On
14 22 (0.50%) Rancher
15 20 (0.46%) Control-M
16 19 (0.43%) Microsoft Intune
17 18 (0.41%) vRealize
18 17 (0.39%) IBM Guardium
19 16 (0.36%) Kubeflow
20 14 (0.32%) ITRS Geneos
Vendors
1 553 (12.61%) Microsoft
2 466 (10.63%) Databricks
3 254 (5.79%) Google
4 201 (4.58%) Splunk
5 189 (4.31%) Oracle
6 172 (3.92%) VMware
7 141 (3.22%) Red Hat
8 105 (2.39%) Cisco
9 102 (2.33%) OpenAI
10 90 (2.05%) ServiceNow
11 82 (1.87%) CyberArk
12 69 (1.57%) Foundry
13 67 (1.53%) BeyondTrust
14 57 (1.30%) F5
15 53 (1.21%) Informatica
15 53 (1.21%) Palo Alto
16 48 (1.09%) IBM
17 43 (0.98%) Dynatrace
18 39 (0.89%) Atlassian
18 39 (0.89%) SAP