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

6 months to
9 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 3,243 3,459
As % of all contract jobs in England 11.29% 13.32% 9.23%
As % of the Programming Languages category 40.30% 39.44% 31.90%
Number of daily rates quoted 3,041 2,339 2,505
10th Percentile £363 £393 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £518 £555 £550
Median % change year-on-year -6.76% +0.91% -8.33%
75th Percentile £625 £699 £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 105 43 83
10th Percentile £27.50 £21.40 £22.00
25th Percentile £41.94 £26.29 £37.50
Median hourly rate £57.50 £52.50 £52.50
Median % change year-on-year +9.52% - -19.23%
75th Percentile £74.26 £64.13 £66.88
90th Percentile £82.60 £77.00 £72.50
UK median hourly rate £55.00 £44.75 £48.50
% change year-on-year +22.91% -7.73% -25.38%

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 10,958 8,223 10,844
As % of all contract IT jobs advertised in England 28.02% 33.76% 28.94%
Number of daily rates quoted 7,313 5,656 7,874
10th Percentile £353 £361 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.42% -4.78%
75th Percentile £610 £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 512 212 432
10th Percentile £41.94 £25.31 £35.00
25th Percentile £55.00 £41.44 £46.25
Median hourly rate £65.00 £63.00 £60.00
Median % change year-on-year +3.17% +5.00% -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 9 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 9 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 9 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 2,507 £550 -8.33% 1,152
North of England +10 670 £482 -3.55% 475
South East -4 405 £500 -4.76% 576
Yorkshire +1 368 £480 -4.00% 164
Midlands -2 280 £495 +7.84% 255
North West +6 255 £500 +1.83% 230
South West 0 244 £500 -9.09% 280
West Midlands -1 219 £500 +2.04% 130
East of England +4 135 £500 -0.25% 219
East Midlands -10 60 £450 +5.88% 125
North East +12 56 £475 -3.80% 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
1 231 (5.23%) Apache Spark
2 178 (4.03%) Apache Airflow
3 130 (2.94%) Confluence
4 127 (2.88%) Apache
5 67 (1.52%) SAS
6 50 (1.13%) SharePoint
7 28 (0.63%) Jupyter
8 23 (0.52%) Microsoft Exchange
9 19 (0.43%) OpenStack
10 15 (0.34%) Appian
10 15 (0.34%) Palantir Foundry
11 13 (0.29%) nginx
12 11 (0.25%) Camunda
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
14 7 (0.16%) CMS
15 3 (0.068%) CICS
15 3 (0.068%) IBM HTTP Server
15 3 (0.068%) IIS
15 3 (0.068%) WebSphere Application Server
Applications
1 126 (2.85%) Microsoft Excel
2 27 (0.61%) Chatbot
3 22 (0.50%) Microsoft Office
3 22 (0.50%) MS Visio
4 21 (0.48%) Microsoft PowerPoint
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 25 (0.57%) Aladdin
2 12 (0.27%) SAP S/4HANA
3 9 (0.20%) Fidessa
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
5 4 (0.091%) Bloomberg AIM
5 4 (0.091%) Remedy ITSM
5 4 (0.091%) SAP IBP
6 3 (0.068%) Actimize
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%) Odoo
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SAP APO
8 1 (0.023%) SAP BPC
8 1 (0.023%) Shopify
8 1 (0.023%) Sprinklr
8 1 (0.023%) Teamcenter
Cloud Services
1 1,697 (38.43%) AWS
2 1,556 (35.24%) Azure
3 683 (15.47%) GCP
4 589 (13.34%) GitHub
5 473 (10.71%) Power Platform
6 408 (9.24%) Serverless
7 346 (7.84%) Azure DevOps
8 313 (7.09%) Amazon S3
9 308 (6.97%) GitHub Actions
10 288 (6.52%) AWS Lambda
11 258 (5.84%) Azure Data Factory
12 211 (4.78%) Snowflake
13 184 (4.17%) AWS CloudFormation
14 160 (3.62%) OpenShift
15 155 (3.51%) Azure Synapse Analytics
16 145 (3.28%) dbt
17 141 (3.19%) Amazon EKS
18 116 (2.63%) Amazon ECS
19 106 (2.40%) Amazon EC2
20 100 (2.26%) Amazon CloudWatch
Communications & Networking
1 168 (3.80%) Firewall
2 130 (2.94%) DNS
3 89 (2.02%) Network Security
4 84 (1.90%) TCP/IP
5 72 (1.63%) VPN
6 68 (1.54%) BGP
7 58 (1.31%) WAN
8 44 (1.00%) 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
14 28 (0.63%) SAN
15 27 (0.61%) SNMP
16 26 (0.59%) Wireshark
17 24 (0.54%) SSL
17 24 (0.54%) VXLAN
18 23 (0.52%) SD-WAN
19 20 (0.45%) BIG-IP
Database & Business Intelligence
1 393 (8.90%) Power BI
2 290 (6.57%) PostgreSQL
3 267 (6.05%) Data Warehouse
4 209 (4.73%) Data Lake
5 191 (4.33%) SQL Server
6 174 (3.94%) NoSQL
7 166 (3.76%) Relational Database
8 163 (3.69%) Tableau
9 136 (3.08%) Metadata
10 116 (2.63%) Delta Lake
11 114 (2.58%) BigQuery
12 107 (2.42%) Big Data
13 103 (2.33%) Amazon Redshift
14 90 (2.04%) Amazon Athena
15 89 (2.02%) Amazon RDS
16 88 (1.99%) MySQL
17 87 (1.97%) Azure SQL Database
18 74 (1.68%) MongoDB
19 62 (1.40%) DynamoDB
20 58 (1.31%) Snowflake Schema
Development Applications
1 551 (12.48%) Git
2 417 (9.44%) Jenkins
3 315 (7.13%) GitLab
4 239 (5.41%) JIRA
5 78 (1.77%) Selenium
6 74 (1.68%) MLflow
7 45 (1.02%) Postman
8 36 (0.82%) Cucumber
8 36 (0.82%) JUnit
9 34 (0.77%) Bitbucket
10 26 (0.59%) Artifactory
10 26 (0.59%) JMeter
11 25 (0.57%) SpecFlow
12 23 (0.52%) Sonatype Nexus
13 21 (0.48%) Cypress.io
13 21 (0.48%) Maven
13 21 (0.48%) Robot Framework
13 21 (0.48%) SonarQube
14 19 (0.43%) Gatling
14 19 (0.43%) PyCharm
General
1 1,066 (24.14%) Social Skills
2 888 (20.11%) Finance
3 633 (14.33%) Analytical Skills
4 405 (9.17%) Public Sector
5 345 (7.81%) Banking
6 161 (3.65%) Front Office
7 121 (2.74%) Documentation Skills
8 76 (1.72%) Investment Banking
9 62 (1.40%) Marketing
10 58 (1.31%) Telecoms
11 54 (1.22%) Retail
12 51 (1.15%) Inclusion and Diversity
13 48 (1.09%) Legal
13 48 (1.09%) Pharmaceutical
14 41 (0.93%) Influencing Skills
15 36 (0.82%) Financial Institution
16 35 (0.79%) Manufacturing
17 30 (0.68%) Presentation Skills
18 29 (0.66%) Publishing
19 28 (0.63%) Military
Job Titles
1 821 (18.59%) Developer
2 669 (15.15%) Data Engineer
3 600 (13.59%) Senior
4 386 (8.74%) Python Developer
5 305 (6.91%) Architect
6 302 (6.84%) Lead
7 239 (5.41%) Analyst
8 232 (5.25%) DevOps Engineer
9 227 (5.14%) Software Engineer
10 222 (5.03%) Python Engineer
11 202 (4.57%) Artificial Intelligence Engineer
12 181 (4.10%) Data Scientist
13 175 (3.96%) AWS Engineer
14 148 (3.35%) Azure Engineer
15 143 (3.24%) Platform Engineer
16 130 (2.94%) Senior Data Engineer
16 130 (2.94%) Senior Developer
17 125 (2.83%) Data Analyst
18 110 (2.49%) Full-Stack Developer
19 92 (2.08%) Consultant
Libraries, Frameworks & Software Standards
1 372 (8.42%) REST
2 319 (7.22%) Kafka
3 317 (7.18%) React
4 283 (6.41%) PySpark
5 226 (5.12%) Node.js
6 210 (4.76%) Pandas
7 186 (4.21%) .NET
8 174 (3.94%) PyTorch
9 143 (3.24%) RESTful
10 141 (3.19%) NumPy
11 137 (3.10%) TensorFlow
12 134 (3.03%) JSON
13 133 (3.01%) scikit-learn
14 129 (2.92%) FastAPI
15 111 (2.51%) AngularJS
16 104 (2.36%) LangChain
17 101 (2.29%) LDAP
18 98 (2.22%) Django
18 98 (2.22%) Flask
19 96 (2.17%) pytest
Miscellaneous
1 424 (9.60%) Cloud Native
2 169 (3.83%) Distributed Systems
3 151 (3.42%) Algorithms
4 122 (2.76%) Product Ownership
5 115 (2.60%) Equities
6 114 (2.58%) Fixed Income
7 105 (2.38%) Data Protection Act
8 103 (2.33%) AI Agents
9 99 (2.24%) Derivative
10 97 (2.20%) Data Structures
11 86 (1.95%) Enterprise Software
12 85 (1.92%) Hybrid Cloud
13 83 (1.88%) Data Centre
14 82 (1.86%) Onboarding
15 80 (1.81%) Security Posture
16 68 (1.54%) Legacy Systems
16 68 (1.54%) Management Information System
17 62 (1.40%) Public Cloud
18 55 (1.25%) Hedge funds
19 45 (1.02%) Distributed Computing
Operating Systems
1 558 (12.64%) Linux
2 251 (5.68%) Windows
3 151 (3.42%) Unix
4 81 (1.83%) Red Hat Enterprise Linux
5 54 (1.22%) Windows Server
6 35 (0.79%) VMS
7 32 (0.72%) Ubuntu
8 29 (0.66%) Android
9 19 (0.43%) AIX
10 17 (0.38%) CentOS
11 16 (0.36%) Apple iOS
11 16 (0.36%) Mac OS
12 14 (0.32%) Solaris
13 8 (0.18%) Debian
14 7 (0.16%) Windows 7
15 6 (0.14%) Embedded Linux
15 6 (0.14%) zOS
16 4 (0.091%) Amazon Linux
16 4 (0.091%) Rocky
17 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,614 (36.55%) CI/CD
2 1,242 (28.13%) DevOps
3 993 (22.49%) Agile
4 984 (22.28%) AI
5 973 (22.03%) Analytics
6 930 (21.06%) Problem-Solving
7 746 (16.89%) Infrastructure as Code
8 745 (16.87%) Data Pipeline
9 688 (15.58%) Machine Learning
10 653 (14.79%) Containerisation
11 650 (14.72%) Data Engineering
12 626 (14.18%) Data Modelling
13 616 (13.95%) ETL
14 544 (12.32%) Data Science
15 528 (11.96%) Software Engineering
16 490 (11.10%) Test Automation
17 465 (10.53%) Business Intelligence
18 425 (9.62%) Observability
19 366 (8.29%) LLM
20 345 (7.81%) Data Governance
Programming Languages
1 1,504 (34.06%) SQL
2 672 (15.22%) Java
3 563 (12.75%) PowerShell
4 492 (11.14%) Bash
5 414 (9.38%) JavaScript
6 300 (6.79%) C#
7 294 (6.66%) TypeScript
8 176 (3.99%) Go
9 149 (3.37%) R
10 133 (3.01%) C++
11 118 (2.67%) Scala
12 94 (2.13%) Shell Script
13 85 (1.92%) Ruby
14 75 (1.70%) Bicep
15 65 (1.47%) Perl
16 52 (1.18%) C
17 49 (1.11%) Kusto Query Language
18 46 (1.04%) Data Analysis Expressions
19 41 (0.93%) VBA
20 39 (0.88%) T-SQL
Qualifications
1 1,020 (23.10%) Security Cleared
2 823 (18.64%) SC Cleared
3 355 (8.04%) Degree
4 166 (3.76%) Computer Science Degree
5 125 (2.83%) DV Cleared
6 97 (2.20%) Azure Certification
6 97 (2.20%) BPSS Clearance
7 87 (1.97%) CISSP
8 81 (1.83%) AWS Certification
9 80 (1.81%) Master's Degree
10 64 (1.45%) Cisco Certification
11 47 (1.06%) CCNP
12 46 (1.04%) CISM
13 40 (0.91%) PhD
14 33 (0.75%) VMware Certified Professional (VCP)
15 31 (0.70%) Microsoft Certification
16 26 (0.59%) AWS Certified Solutions Architect
16 26 (0.59%) CCNA
17 23 (0.52%) CCIE
17 23 (0.52%) ISTQB
Quality Assurance & Compliance
1 447 (10.12%) Data Quality
2 186 (4.21%) QA
3 166 (3.76%) GDPR
4 97 (2.20%) NIST
5 90 (2.04%) ISO/IEC 27001
6 57 (1.29%) Accessibility
7 25 (0.57%) PCI DSS
7 25 (0.57%) Sarbanes-Oxley
8 24 (0.54%) SLA
9 21 (0.48%) HIPAA
10 20 (0.45%) NCSC
11 16 (0.36%) WCAG
12 13 (0.29%) Actionable Recommendations
13 11 (0.25%) SOC 2
14 9 (0.20%) Cyber Essentials
15 8 (0.18%) California Consumer Privacy Act
15 8 (0.18%) PMO
16 7 (0.16%) GRC
16 7 (0.16%) ISO 20022
17 6 (0.14%) PSD2
System Software
1 770 (17.44%) Docker
2 162 (3.67%) Active Directory
3 101 (2.29%) VMware Infrastructure
4 56 (1.27%) Virtual Machines
5 50 (1.13%) vSphere
6 46 (1.04%) VMware NSX
7 28 (0.63%) Firmware
8 23 (0.52%) Hyper-V
9 13 (0.29%) VMware ESXi
10 12 (0.27%) KVM
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%) NFS
14 5 (0.11%) Virtual Desktop
15 4 (0.091%) Active Directory Lightweight Directory Services
15 4 (0.091%) Oracle RAC
15 4 (0.091%) SRDF
Systems Management
1 941 (21.31%) Terraform
2 857 (19.41%) Kubernetes
3 431 (9.76%) Ansible
4 254 (5.75%) Grafana
5 220 (4.98%) Prometheus
6 76 (1.72%) Argo
7 67 (1.52%) Puppet
8 40 (0.91%) Istio
9 38 (0.86%) vCenter Server
10 31 (0.70%) Kibana
11 27 (0.61%) Progress Chef
12 22 (0.50%) Nessus
12 22 (0.50%) Rancher
12 22 (0.50%) vRealize
13 20 (0.45%) Kubeflow
14 19 (0.43%) Control-M
14 19 (0.43%) Nagios
15 18 (0.41%) Microsoft Intune
16 15 (0.34%) Single Sign-On
17 14 (0.32%) IBM Guardium
Vendors
1 547 (12.39%) Microsoft
2 496 (11.23%) Databricks
3 234 (5.30%) Google
4 188 (4.26%) Splunk
5 186 (4.21%) Oracle
6 168 (3.80%) VMware
7 125 (2.83%) Red Hat
8 108 (2.45%) OpenAI
9 106 (2.40%) Cisco
10 87 (1.97%) CyberArk
11 86 (1.95%) ServiceNow
12 75 (1.70%) BeyondTrust
13 61 (1.38%) Foundry
14 55 (1.25%) F5
15 52 (1.18%) Informatica
16 48 (1.09%) Palo Alto
17 46 (1.04%) IBM
18 43 (0.97%) Dynatrace
19 42 (0.95%) SAP
20 39 (0.88%) Atlassian