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

6 months to
28 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,426 3,244 3,493
As % of all contract jobs in England 11.66% 13.37% 9.28%
As % of the Programming Languages category 40.84% 39.59% 32.05%
Number of daily rates quoted 3,050 2,336 2,513
10th Percentile £363 £391 £400
25th Percentile £425 £459 £463
Median daily rate (50th Percentile) £520 £564 £550
Median % change year-on-year -7.76% +2.50% -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 95 42 88
10th Percentile £26.90 £21.25 £22.00
25th Percentile £37.88 £25.50 £37.50
Median hourly rate £55.00 £50.00 £56.25
Median % change year-on-year +10.00% -11.11% -13.46%
75th Percentile £74.26 £65.75 £67.13
90th Percentile £80.12 £77.25 £73.08
UK median hourly rate £53.25 £43.50 £50.00
% change year-on-year +22.41% -13.00% -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 10,837 8,195 10,898
As % of all contract IT jobs advertised in England 28.54% 33.79% 28.95%
Number of daily rates quoted 7,209 5,609 7,877
10th Percentile £352 £360 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £501 £525 £538
Median % change year-on-year -4.67% -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 486 216 436
10th Percentile £41.25 £25.25 £35.00
25th Percentile £54.66 £40.75 £46.25
Median hourly rate £65.00 £62.75 £60.00
Median % change year-on-year +3.59% +4.58% -4.76%
75th Percentile £70.00 £68.75 £68.75
90th Percentile £77.00 £85.00 £77.02
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 28 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 28 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 28 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 2,506 £550 -8.33% 1,152
North of England +13 674 £479 -4.25% 475
South East -6 418 £500 -6.10% 576
Yorkshire 0 368 £482 -3.60% 164
Midlands +1 286 £496 +4.47% 255
North West +8 260 £475 -4.90% 230
South West +3 242 £525 -8.70% 280
West Midlands -2 229 £500 - 130
East of England +2 140 £500 - 219
East Midlands -16 56 £450 +5.88% 125
North East +16 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
1 227 (5.13%) Apache Spark
2 174 (3.93%) Apache Airflow
3 143 (3.23%) Confluence
4 130 (2.94%) Apache
5 66 (1.49%) SAS
6 51 (1.15%) SharePoint
7 24 (0.54%) Jupyter
8 23 (0.52%) Microsoft Exchange
9 20 (0.45%) OpenStack
10 19 (0.43%) Palantir Foundry
11 15 (0.34%) Appian
12 12 (0.27%) nginx
13 11 (0.25%) Camunda
14 8 (0.18%) ArcGIS
14 8 (0.18%) CMS
15 7 (0.16%) Apache Superset
16 4 (0.090%) WebSphere
17 3 (0.068%) IBM HTTP Server
17 3 (0.068%) IIS
17 3 (0.068%) WebSphere Application Server
Applications
1 127 (2.87%) Microsoft Excel
2 27 (0.61%) Chatbot
3 24 (0.54%) Microsoft Office
4 22 (0.50%) Microsoft PowerPoint
5 20 (0.45%) MS Visio
6 18 (0.41%) Spreadsheet
7 8 (0.18%) Weka
8 5 (0.11%) CPLEX
9 4 (0.090%) 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 10 (0.23%) Fidessa
4 5 (0.11%) Oracle EBS
5 4 (0.090%) Bloomberg AIM
6 3 (0.068%) Actimize
6 3 (0.068%) BambooHR
6 3 (0.068%) SAP IBP
7 2 (0.045%) Cloudability
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
7 2 (0.045%) Remedy ITSM
8 1 (0.023%) IntelliMatch
8 1 (0.023%) Odoo
8 1 (0.023%) OneSumX
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) Sparx Enterprise Architect
8 1 (0.023%) Sprinklr
Cloud Services
1 1,699 (38.39%) AWS
2 1,562 (35.29%) Azure
3 714 (16.13%) GCP
4 614 (13.87%) GitHub
5 454 (10.26%) Power Platform
6 420 (9.49%) Serverless
7 349 (7.89%) Azure DevOps
8 313 (7.07%) GitHub Actions
9 297 (6.71%) Amazon S3
10 277 (6.26%) AWS Lambda
11 254 (5.74%) Azure Data Factory
12 208 (4.70%) Snowflake
13 186 (4.20%) AWS CloudFormation
14 161 (3.64%) OpenShift
15 149 (3.37%) Azure Synapse Analytics
16 143 (3.23%) Amazon EKS
17 139 (3.14%) dbt
18 123 (2.78%) Amazon ECS
19 106 (2.39%) Amazon EC2
20 103 (2.33%) Amazon CloudWatch
Communications & Networking
1 175 (3.95%) Firewall
2 134 (3.03%) DNS
3 92 (2.08%) Network Security
3 92 (2.08%) TCP/IP
4 77 (1.74%) VPN
5 67 (1.51%) BGP
6 62 (1.40%) WAN
7 45 (1.02%) HTTP
8 38 (0.86%) MPLS
9 36 (0.81%) OSPF
10 35 (0.79%) Wireshark
11 30 (0.68%) VLAN
12 29 (0.66%) DHCP
12 29 (0.66%) LAN
12 29 (0.66%) SD-WAN
13 28 (0.63%) SSL
14 26 (0.59%) SAN
15 25 (0.56%) SNMP
16 24 (0.54%) Multicast
17 22 (0.50%) VXLAN
Database & Business Intelligence
1 379 (8.56%) Power BI
2 304 (6.87%) PostgreSQL
3 255 (5.76%) Data Warehouse
4 200 (4.52%) Data Lake
5 191 (4.32%) NoSQL
6 178 (4.02%) SQL Server
7 176 (3.98%) Relational Database
8 150 (3.39%) Tableau
9 129 (2.91%) Metadata
10 117 (2.64%) Big Data
11 113 (2.55%) Delta Lake
12 104 (2.35%) BigQuery
13 97 (2.19%) Amazon Redshift
13 97 (2.19%) MySQL
14 92 (2.08%) Amazon RDS
15 83 (1.88%) Azure SQL Database
16 79 (1.78%) Amazon Athena
16 79 (1.78%) MongoDB
17 61 (1.38%) DynamoDB
17 61 (1.38%) Hadoop
Development Applications
1 559 (12.63%) Git
2 463 (10.46%) Jenkins
3 351 (7.93%) GitLab
4 253 (5.72%) JIRA
5 80 (1.81%) MLflow
6 75 (1.69%) Selenium
7 45 (1.02%) Postman
8 37 (0.84%) Cucumber
9 36 (0.81%) Bitbucket
10 35 (0.79%) JUnit
11 29 (0.66%) JMeter
12 26 (0.59%) Artifactory
13 25 (0.56%) SpecFlow
14 24 (0.54%) Sonatype Nexus
15 23 (0.52%) Cypress.io
16 22 (0.50%) Gatling
16 22 (0.50%) Maven
17 20 (0.45%) Robot Framework
18 19 (0.43%) SonarQube
19 18 (0.41%) PyCharm
General
1 1,109 (25.06%) Social Skills
2 910 (20.56%) Finance
3 637 (14.39%) Analytical Skills
4 407 (9.20%) Public Sector
5 363 (8.20%) Banking
6 166 (3.75%) Front Office
7 121 (2.73%) Documentation Skills
8 79 (1.78%) Investment Banking
9 63 (1.42%) Marketing
10 56 (1.27%) Pharmaceutical
10 56 (1.27%) Retail
10 56 (1.27%) Telecoms
11 51 (1.15%) Inclusion and Diversity
12 50 (1.13%) Financial Institution
13 44 (0.99%) Legal
14 43 (0.97%) Influencing Skills
15 36 (0.81%) Manufacturing
16 29 (0.66%) Presentation Skills
17 27 (0.61%) Publishing
18 26 (0.59%) Military
Job Titles
1 818 (18.48%) Developer
2 643 (14.53%) Data Engineer
3 608 (13.74%) Senior
4 372 (8.40%) Python Developer
5 306 (6.91%) Lead
6 302 (6.82%) Architect
7 243 (5.49%) DevOps Engineer
8 241 (5.45%) Analyst
9 232 (5.24%) Software Engineer
10 223 (5.04%) Python Engineer
11 212 (4.79%) Artificial Intelligence Engineer
12 178 (4.02%) AWS Engineer
13 176 (3.98%) Data Scientist
14 147 (3.32%) Platform Engineer
15 142 (3.21%) Azure Engineer
16 131 (2.96%) Senior Developer
17 123 (2.78%) Data Analyst
18 119 (2.69%) Senior Data Engineer
19 111 (2.51%) Full-Stack Developer
20 101 (2.28%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 393 (8.88%) REST
2 320 (7.23%) Kafka
3 316 (7.14%) React
4 275 (6.21%) PySpark
5 222 (5.02%) Node.js
6 199 (4.50%) Pandas
7 190 (4.29%) PyTorch
8 189 (4.27%) .NET
9 164 (3.71%) RESTful
10 155 (3.50%) TensorFlow
11 139 (3.14%) NumPy
12 138 (3.12%) scikit-learn
13 137 (3.10%) FastAPI
14 129 (2.91%) JSON
15 120 (2.71%) AngularJS
16 101 (2.28%) Flask
17 99 (2.24%) LangChain
18 98 (2.21%) LDAP
18 98 (2.21%) pytest
19 97 (2.19%) Django
Miscellaneous
1 448 (10.12%) Cloud Native
2 185 (4.18%) Distributed Systems
3 166 (3.75%) Algorithms
4 128 (2.89%) Product Ownership
5 115 (2.60%) Equities
5 115 (2.60%) Fixed Income
6 102 (2.30%) Data Protection Act
6 102 (2.30%) Derivative
7 96 (2.17%) Data Structures
8 95 (2.15%) Hybrid Cloud
9 94 (2.12%) AI Agents
10 84 (1.90%) Enterprise Software
11 81 (1.83%) Data Centre
12 80 (1.81%) Security Posture
13 78 (1.76%) Onboarding
13 78 (1.76%) Public Cloud
14 73 (1.65%) Legacy Systems
15 65 (1.47%) Management Information System
16 54 (1.22%) Hedge funds
17 47 (1.06%) Foreign Exchange (FX)
Operating Systems
1 588 (13.29%) Linux
2 257 (5.81%) Windows
3 155 (3.50%) Unix
4 84 (1.90%) Red Hat Enterprise Linux
5 54 (1.22%) Windows Server
6 33 (0.75%) VMS
7 32 (0.72%) Ubuntu
8 31 (0.70%) Android
9 17 (0.38%) AIX
9 17 (0.38%) CentOS
10 14 (0.32%) Apple iOS
10 14 (0.32%) Mac OS
10 14 (0.32%) Solaris
11 8 (0.18%) Windows 7
12 6 (0.14%) Debian
12 6 (0.14%) Kali Linux
12 6 (0.14%) zOS
13 5 (0.11%) Embedded Linux
14 4 (0.090%) Amazon Linux
14 4 (0.090%) Rocky
Processes & Methodologies
1 1,633 (36.90%) CI/CD
2 1,283 (28.99%) DevOps
3 1,022 (23.09%) Agile
4 988 (22.32%) AI
5 943 (21.31%) Analytics
6 936 (21.15%) Problem-Solving
7 773 (17.46%) Infrastructure as Code
8 736 (16.63%) Data Pipeline
9 724 (16.36%) Machine Learning
10 682 (15.41%) Containerisation
11 651 (14.71%) Data Engineering
12 616 (13.92%) Data Modelling
13 598 (13.51%) ETL
14 541 (12.22%) Data Science
15 537 (12.13%) Software Engineering
16 515 (11.64%) Test Automation
17 453 (10.23%) Business Intelligence
18 427 (9.65%) Observability
19 367 (8.29%) LLM
20 345 (7.79%) Continuous Improvement
Programming Languages
1 1,469 (33.19%) SQL
2 666 (15.05%) Java
3 567 (12.81%) PowerShell
4 508 (11.48%) Bash
5 415 (9.38%) JavaScript
6 299 (6.76%) C#
7 297 (6.71%) TypeScript
8 198 (4.47%) Go
9 147 (3.32%) R
10 143 (3.23%) C++
11 115 (2.60%) Scala
12 97 (2.19%) Shell Script
13 83 (1.88%) Ruby
14 73 (1.65%) Bicep
15 69 (1.56%) Perl
16 52 (1.17%) Kusto Query Language
17 48 (1.08%) C
18 43 (0.97%) Data Analysis Expressions
19 38 (0.86%) VBA
20 36 (0.81%) T-SQL
Qualifications
1 1,027 (23.20%) Security Cleared
2 818 (18.48%) SC Cleared
3 386 (8.72%) Degree
4 185 (4.18%) Computer Science Degree
5 136 (3.07%) DV Cleared
6 104 (2.35%) Master's Degree
7 93 (2.10%) Azure Certification
7 93 (2.10%) BPSS Clearance
8 86 (1.94%) AWS Certification
9 85 (1.92%) CISSP
10 63 (1.42%) Cisco Certification
11 48 (1.08%) CCNP
12 45 (1.02%) CISM
13 44 (0.99%) PhD
14 32 (0.72%) VMware Certified Professional (VCP)
15 30 (0.68%) Microsoft Certification
16 26 (0.59%) AWS Certified Solutions Architect
17 25 (0.56%) CCNA
18 24 (0.54%) CCIE
19 23 (0.52%) Microsoft Certified Professional
Quality Assurance & Compliance
1 432 (9.76%) Data Quality
2 184 (4.16%) QA
3 162 (3.66%) GDPR
4 95 (2.15%) NIST
5 84 (1.90%) ISO/IEC 27001
6 54 (1.22%) Accessibility
7 25 (0.56%) PCI DSS
7 25 (0.56%) Sarbanes-Oxley
8 22 (0.50%) NCSC
9 21 (0.47%) SLA
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%) EU AI Act
15 8 (0.18%) PMO
15 8 (0.18%) PSD2
System Software
1 816 (18.44%) Docker
2 156 (3.52%) Active Directory
3 104 (2.35%) VMware Infrastructure
4 55 (1.24%) vSphere
5 52 (1.17%) Virtual Machines
6 48 (1.08%) VMware NSX
7 27 (0.61%) Firmware
8 21 (0.47%) Hyper-V
9 13 (0.29%) KVM
10 12 (0.27%) VMware ESXi
11 9 (0.20%) GPFS
11 9 (0.20%) Lustre
11 9 (0.20%) Slurm Workload Manager
12 8 (0.18%) HDFS
13 5 (0.11%) Postfix
14 4 (0.090%) Active Directory Lightweight Directory Services
14 4 (0.090%) Virtual Desktop
15 3 (0.068%) Ceph
15 3 (0.068%) Embedded Firmware
15 3 (0.068%) PowerHA
Systems Management
1 962 (21.74%) Terraform
2 901 (20.36%) Kubernetes
3 463 (10.46%) Ansible
4 286 (6.46%) Grafana
5 254 (5.74%) Prometheus
6 81 (1.83%) Argo
7 71 (1.60%) Puppet
8 40 (0.90%) Istio
9 38 (0.86%) vCenter Server
10 32 (0.72%) Kibana
11 28 (0.63%) Progress Chef
12 24 (0.54%) Nessus
13 22 (0.50%) Rancher
13 22 (0.50%) vRealize
14 20 (0.45%) Kubeflow
15 19 (0.43%) Control-M
16 18 (0.41%) Single Sign-On
17 16 (0.36%) Microsoft Intune
17 16 (0.36%) Nagios
18 15 (0.34%) IBM Guardium
Vendors
1 554 (12.52%) Microsoft
2 480 (10.85%) Databricks
3 250 (5.65%) Google
4 202 (4.56%) Splunk
5 188 (4.25%) Oracle
6 175 (3.95%) VMware
7 134 (3.03%) Red Hat
8 104 (2.35%) Cisco
8 104 (2.35%) OpenAI
9 90 (2.03%) ServiceNow
10 80 (1.81%) CyberArk
11 70 (1.58%) Foundry
12 67 (1.51%) BeyondTrust
13 57 (1.29%) F5
14 52 (1.17%) Palo Alto
15 50 (1.13%) Informatica
16 48 (1.08%) IBM
17 44 (0.99%) Dynatrace
18 41 (0.93%) Atlassian
19 39 (0.88%) SAP