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

6 months to
2 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,421 3,242 3,489
As % of all contract jobs in England 11.56% 13.37% 9.27%
As % of the Programming Languages category 40.75% 39.67% 32.03%
Number of daily rates quoted 3,055 2,331 2,517
10th Percentile £363 £393 £400
25th Percentile £425 £456 £463
Median daily rate (50th Percentile) £518 £555 £550
Median % change year-on-year -6.76% +0.91% -8.33%
75th Percentile £625 £695 £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 85
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 £67.00
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 10,849 8,173 10,892
As % of all contract IT jobs advertised in England 28.36% 33.71% 28.95%
Number of daily rates quoted 7,238 5,597 7,877
10th Percentile £352 £358 £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 493 216 434
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 £68.75
90th Percentile £76.85 £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 2 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 2 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 2 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 +11 684 £480 -4.00% 475
South East -8 408 £500 -4.76% 576
Yorkshire 0 380 £480 -4.00% 164
Midlands +1 287 £495 +6.00% 255
North West +8 258 £481 -2.92% 230
South West -2 244 £519 -5.68% 280
West Midlands 0 228 £500 +2.04% 130
East of England 0 132 £500 - 219
East Midlands -11 58 £450 +3.21% 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
1 229 (5.18%) Apache Spark
2 178 (4.03%) Apache Airflow
3 139 (3.14%) Confluence
4 131 (2.96%) Apache
5 67 (1.52%) SAS
6 51 (1.15%) SharePoint
7 25 (0.57%) Jupyter
8 22 (0.50%) 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%) IIS
17 3 (0.068%) WebSphere Application Server
Applications
1 127 (2.87%) 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 19 (0.43%) Spreadsheet
6 6 (0.14%) Weka
7 5 (0.11%) CPLEX
8 4 (0.090%) Microsoft Project
9 3 (0.068%) LaTeX
10 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 (0.090%) 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%) IntelliMatch
8 1 (0.023%) Odoo
8 1 (0.023%) OneSumX
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) Sparx Enterprise Architect
8 1 (0.023%) Sprinklr
Cloud Services
1 1,693 (38.29%) AWS
2 1,545 (34.95%) Azure
3 703 (15.90%) GCP
4 604 (13.66%) GitHub
5 466 (10.54%) Power Platform
6 414 (9.36%) Serverless
7 341 (7.71%) Azure DevOps
8 309 (6.99%) GitHub Actions
9 300 (6.79%) Amazon S3
10 278 (6.29%) AWS Lambda
11 253 (5.72%) Azure Data Factory
12 205 (4.64%) Snowflake
13 185 (4.18%) AWS CloudFormation
14 163 (3.69%) OpenShift
15 147 (3.33%) Azure Synapse Analytics
16 145 (3.28%) dbt
17 141 (3.19%) Amazon EKS
18 121 (2.74%) Amazon ECS
19 103 (2.33%) Amazon EC2
20 100 (2.26%) Amazon CloudWatch
Communications & Networking
1 173 (3.91%) Firewall
2 135 (3.05%) DNS
3 90 (2.04%) Network Security
4 87 (1.97%) TCP/IP
5 78 (1.76%) VPN
6 67 (1.52%) BGP
7 62 (1.40%) WAN
8 44 (1.00%) HTTP
9 38 (0.86%) MPLS
10 36 (0.81%) OSPF
11 32 (0.72%) DHCP
12 30 (0.68%) VLAN
13 29 (0.66%) Wireshark
14 28 (0.63%) LAN
14 28 (0.63%) SD-WAN
15 27 (0.61%) SAN
15 27 (0.61%) SNMP
16 25 (0.57%) SSL
17 21 (0.48%) BIG-IP
17 21 (0.48%) VXLAN
Database & Business Intelligence
1 388 (8.78%) Power BI
2 297 (6.72%) PostgreSQL
3 256 (5.79%) Data Warehouse
4 200 (4.52%) Data Lake
5 184 (4.16%) NoSQL
6 175 (3.96%) SQL Server
7 166 (3.75%) Relational Database
8 157 (3.55%) Tableau
9 131 (2.96%) Metadata
10 115 (2.60%) Delta Lake
11 113 (2.56%) Big Data
12 109 (2.47%) BigQuery
13 99 (2.24%) Amazon Redshift
14 95 (2.15%) MySQL
15 91 (2.06%) Amazon RDS
16 85 (1.92%) Amazon Athena
17 84 (1.90%) Azure SQL Database
18 76 (1.72%) MongoDB
19 60 (1.36%) DynamoDB
20 57 (1.29%) Snowflake Schema
Development Applications
1 557 (12.60%) Git
2 444 (10.04%) Jenkins
3 342 (7.74%) GitLab
4 247 (5.59%) JIRA
5 76 (1.72%) Selenium
6 75 (1.70%) MLflow
7 46 (1.04%) Postman
8 37 (0.84%) Cucumber
9 35 (0.79%) JUnit
10 34 (0.77%) Bitbucket
11 29 (0.66%) JMeter
12 25 (0.57%) Artifactory
12 25 (0.57%) SpecFlow
13 23 (0.52%) Cypress.io
13 23 (0.52%) Sonatype Nexus
14 22 (0.50%) Gatling
15 21 (0.48%) Maven
15 21 (0.48%) Robot Framework
16 20 (0.45%) SonarQube
17 19 (0.43%) PyCharm
General
1 1,083 (24.50%) Social Skills
2 894 (20.22%) Finance
3 627 (14.18%) Analytical Skills
4 405 (9.16%) Public Sector
5 363 (8.21%) Banking
6 163 (3.69%) Front Office
7 117 (2.65%) Documentation Skills
8 77 (1.74%) Investment Banking
9 63 (1.43%) Marketing
10 56 (1.27%) Telecoms
11 55 (1.24%) Pharmaceutical
11 55 (1.24%) Retail
12 49 (1.11%) Financial Institution
12 49 (1.11%) Inclusion and Diversity
13 45 (1.02%) Legal
14 41 (0.93%) Influencing Skills
15 36 (0.81%) Manufacturing
16 29 (0.66%) Presentation Skills
17 28 (0.63%) Publishing
18 26 (0.59%) Military
Job Titles
1 822 (18.59%) Developer
2 653 (14.77%) Data Engineer
3 602 (13.62%) Senior
4 380 (8.60%) Python Developer
5 307 (6.94%) Architect
6 303 (6.85%) Lead
7 238 (5.38%) Analyst
8 233 (5.27%) DevOps Engineer
9 232 (5.25%) Software Engineer
10 222 (5.02%) Python Engineer
11 204 (4.61%) Artificial Intelligence Engineer
12 180 (4.07%) AWS Engineer
13 178 (4.03%) Data Scientist
14 144 (3.26%) Azure Engineer
14 144 (3.26%) Platform Engineer
15 130 (2.94%) Senior Developer
16 125 (2.83%) Data Analyst
17 124 (2.80%) Senior Data Engineer
18 113 (2.56%) Full-Stack Developer
19 100 (2.26%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 384 (8.69%) REST
2 324 (7.33%) Kafka
3 317 (7.17%) React
4 278 (6.29%) PySpark
5 222 (5.02%) Node.js
6 202 (4.57%) Pandas
7 188 (4.25%) .NET
8 177 (4.00%) PyTorch
9 157 (3.55%) RESTful
10 142 (3.21%) TensorFlow
11 138 (3.12%) NumPy
12 133 (3.01%) FastAPI
13 132 (2.99%) scikit-learn
14 128 (2.90%) JSON
15 112 (2.53%) AngularJS
16 100 (2.26%) Flask
16 100 (2.26%) LangChain
16 100 (2.26%) pytest
17 98 (2.22%) Django
17 98 (2.22%) LDAP
Miscellaneous
1 450 (10.18%) Cloud Native
2 184 (4.16%) Distributed Systems
3 156 (3.53%) Algorithms
4 128 (2.90%) Product Ownership
5 115 (2.60%) Equities
6 114 (2.58%) Fixed Income
7 103 (2.33%) Derivative
8 98 (2.22%) AI Agents
8 98 (2.22%) Data Protection Act
9 94 (2.13%) Data Structures
10 89 (2.01%) Hybrid Cloud
11 84 (1.90%) Enterprise Software
12 82 (1.85%) Data Centre
13 80 (1.81%) Public Cloud
13 80 (1.81%) Security Posture
14 76 (1.72%) Onboarding
15 71 (1.61%) Legacy Systems
16 64 (1.45%) Management Information System
17 55 (1.24%) Hedge funds
18 47 (1.06%) Virtual Team
Operating Systems
1 573 (12.96%) Linux
2 246 (5.56%) Windows
3 153 (3.46%) Unix
4 84 (1.90%) Red Hat Enterprise Linux
5 51 (1.15%) Windows Server
6 34 (0.77%) 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
13 8 (0.18%) Windows 7
14 6 (0.14%) zOS
15 5 (0.11%) Embedded Linux
15 5 (0.11%) Kali Linux
16 4 (0.090%) Amazon Linux
16 4 (0.090%) Rocky
Processes & Methodologies
1 1,623 (36.71%) CI/CD
2 1,262 (28.55%) DevOps
3 1,014 (22.94%) Agile
4 985 (22.28%) AI
5 951 (21.51%) Analytics
6 919 (20.79%) Problem-Solving
7 765 (17.30%) Infrastructure as Code
8 740 (16.74%) Data Pipeline
9 705 (15.95%) Machine Learning
10 676 (15.29%) Containerisation
11 654 (14.79%) Data Engineering
12 616 (13.93%) Data Modelling
13 605 (13.68%) ETL
14 537 (12.15%) Data Science
15 536 (12.12%) Software Engineering
16 508 (11.49%) Test Automation
17 458 (10.36%) Business Intelligence
18 426 (9.64%) Observability
19 361 (8.17%) LLM
20 342 (7.74%) Data Governance
Programming Languages
1 1,482 (33.52%) SQL
2 671 (15.18%) Java
3 552 (12.49%) PowerShell
4 495 (11.20%) Bash
5 416 (9.41%) JavaScript
6 299 (6.76%) C#
7 295 (6.67%) TypeScript
8 195 (4.41%) Go
9 148 (3.35%) R
10 133 (3.01%) C++
11 114 (2.58%) Scala
12 100 (2.26%) Shell Script
13 84 (1.90%) Ruby
14 74 (1.67%) Bicep
15 67 (1.52%) Perl
16 50 (1.13%) Kusto Query Language
17 48 (1.09%) C
18 44 (1.00%) Data Analysis Expressions
19 41 (0.93%) VBA
20 37 (0.84%) T-SQL
Qualifications
1 1,025 (23.18%) Security Cleared
2 819 (18.53%) SC Cleared
3 375 (8.48%) Degree
4 182 (4.12%) Computer Science Degree
5 134 (3.03%) DV Cleared
6 99 (2.24%) Master's Degree
7 94 (2.13%) Azure Certification
7 94 (2.13%) BPSS Clearance
8 86 (1.95%) CISSP
9 80 (1.81%) AWS Certification
10 63 (1.43%) Cisco Certification
11 47 (1.06%) CCNP
12 46 (1.04%) CISM
13 44 (1.00%) PhD
14 30 (0.68%) VMware Certified Professional (VCP)
15 29 (0.66%) Microsoft Certification
16 26 (0.59%) AWS Certified Solutions Architect
17 25 (0.57%) CCNA
18 23 (0.52%) CCIE
18 23 (0.52%) CEH
Quality Assurance & Compliance
1 438 (9.91%) Data Quality
2 186 (4.21%) QA
3 163 (3.69%) GDPR
4 91 (2.06%) NIST
5 84 (1.90%) ISO/IEC 27001
6 55 (1.24%) 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 13 (0.29%) 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 (18.12%) Docker
2 152 (3.44%) Active Directory
3 101 (2.28%) VMware Infrastructure
4 55 (1.24%) vSphere
5 52 (1.18%) Virtual Machines
6 47 (1.06%) 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 (0.090%) Active Directory Lightweight Directory Services
15 4 (0.090%) NFS
16 3 (0.068%) Embedded Firmware
16 3 (0.068%) SRDF
Systems Management
1 958 (21.67%) Terraform
2 883 (19.97%) Kubernetes
3 449 (10.16%) Ansible
4 277 (6.27%) Grafana
5 242 (5.47%) Prometheus
6 82 (1.85%) Argo
7 68 (1.54%) Puppet
8 40 (0.90%) Istio
9 38 (0.86%) vCenter Server
10 31 (0.70%) 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
15 19 (0.43%) Nagios
16 16 (0.36%) Microsoft Intune
16 16 (0.36%) Single Sign-On
17 14 (0.32%) IBM Guardium
Vendors
1 545 (12.33%) Microsoft
2 491 (11.11%) Databricks
3 245 (5.54%) Google
4 202 (4.57%) Splunk
5 186 (4.21%) Oracle
6 169 (3.82%) VMware
7 134 (3.03%) Red Hat
8 105 (2.38%) Cisco
9 104 (2.35%) OpenAI
10 86 (1.95%) ServiceNow
11 80 (1.81%) CyberArk
12 68 (1.54%) BeyondTrust
13 64 (1.45%) Foundry
14 57 (1.29%) F5
15 52 (1.18%) Informatica
16 49 (1.11%) Palo Alto
17 48 (1.09%) IBM
18 44 (1.00%) Dynatrace
19 40 (0.90%) SAP
20 38 (0.86%) Atlassian