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

6 months to
9 May 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,386 3,225 3,481
As % of all contract jobs in England 10.76% 13.27% 9.45%
As % of the Programming Languages category 40.15% 39.27% 32.06%
Number of daily rates quoted 2,983 2,337 2,542
10th Percentile £363 £391 £395
25th Percentile £425 £456 £464
Median daily rate (50th Percentile) £525 £550 £567
Median % change year-on-year -4.55% -3.04% -5.46%
75th Percentile £625 £699 £690
90th Percentile £750 £838 £825
UK median daily rate £520 £550 £551
% change year-on-year -5.45% -0.09% -8.25%
Number of hourly rates quoted 113 46 84
10th Percentile £30.10 £21.63 £25.55
25th Percentile £43.81 £26.75 £45.26
Median hourly rate £55.00 £39.66 £62.50
Median % change year-on-year +38.68% -36.54% -3.85%
75th Percentile £74.26 £58.44 £72.50
90th Percentile £84.75 £73.13 £78.38
UK median hourly rate £55.00 £39.32 £60.00
% change year-on-year +39.88% -34.47% -6.80%

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 10,925 8,212 10,858
As % of all contract IT jobs advertised in England 26.81% 33.79% 29.48%
Number of daily rates quoted 7,224 5,704 7,900
10th Percentile £353 £363 £350
25th Percentile £415 £420 £425
Median daily rate (50th Percentile) £505 £525 £550
Median % change year-on-year -3.81% -4.55% -2.28%
75th Percentile £606 £650 £656
90th Percentile £725 £788 £775
UK median daily rate £500 £525 £530
% change year-on-year -4.76% -0.94% -3.64%
Number of hourly rates quoted 533 219 444
10th Percentile £42.05 £26.15 £37.63
25th Percentile £55.00 £37.81 £49.34
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - +2.17%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £62.00
% change year-on-year +4.00% +0.81% +2.27%

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 May 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 May 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 May 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 2,484 £550 -8.33% 1,222
North of England +9 691 £478 -2.75% 464
South East -3 414 £513 -2.38% 598
Yorkshire 0 385 £475 -5.00% 129
Midlands -11 257 £500 +10.01% 207
South West +2 253 £500 -6.98% 202
North West +3 251 £500 +5.26% 250
West Midlands -9 195 £500 - 99
East of England -5 130 £500 - 178
North East +7 64 £475 +5.56% 85
East Midlands -10 61 £470 +10.59% 108
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
1 243 (5.54%) Apache Spark
2 176 (4.01%) Apache Airflow
3 132 (3.01%) Apache
4 109 (2.49%) Confluence
5 46 (1.05%) SAS
6 41 (0.93%) SharePoint
7 30 (0.68%) Jupyter
8 19 (0.43%) OpenStack
9 15 (0.34%) Microsoft Exchange
10 14 (0.32%) Palantir Foundry
11 11 (0.25%) Appian
12 8 (0.18%) Apache Superset
12 8 (0.18%) CMS
13 7 (0.16%) ArcGIS
13 7 (0.16%) Camunda
13 7 (0.16%) nginx
14 6 (0.14%) IIS
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.091%) CICS
Applications
1 113 (2.58%) Microsoft Excel
2 26 (0.59%) Chatbot
3 24 (0.55%) Microsoft Office
4 19 (0.43%) MS Visio
5 17 (0.39%) Microsoft PowerPoint
6 16 (0.36%) Spreadsheet
7 7 (0.16%) CPLEX
8 4 (0.091%) Microsoft Project
9 3 (0.068%) LaTeX
9 3 (0.068%) Weka
10 1 (0.023%) OrCAD
10 1 (0.023%) SPSS
Business Applications
1 23 (0.52%) Aladdin
2 13 (0.30%) SAP S/4HANA
3 7 (0.16%) Fidessa
3 7 (0.16%) SAP IBP
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
4 5 (0.11%) Remedy ITSM
5 4 (0.091%) Bloomberg AIM
6 2 (0.046%) Actimize
6 2 (0.046%) Front Arena
6 2 (0.046%) Global One
6 2 (0.046%) NEC Housing
6 2 (0.046%) NetSuite
6 2 (0.046%) Oracle Assets
6 2 (0.046%) Oracle ERP
6 2 (0.046%) SimCorp Dimension
7 1 (0.023%) Loan IQ
7 1 (0.023%) Oracle Applications
7 1 (0.023%) SAP APO
7 1 (0.023%) Teamcenter
Cloud Services
1 1,673 (38.14%) AWS
2 1,536 (35.02%) Azure
3 659 (15.03%) GCP
4 554 (12.63%) GitHub
5 461 (10.51%) Power Platform
6 386 (8.80%) Serverless
7 331 (7.55%) Azure DevOps
8 321 (7.32%) Amazon S3
9 303 (6.91%) GitHub Actions
10 280 (6.38%) AWS Lambda
11 250 (5.70%) Azure Data Factory
12 189 (4.31%) Snowflake
13 167 (3.81%) AWS CloudFormation
14 157 (3.58%) Azure Synapse Analytics
15 146 (3.33%) dbt
16 144 (3.28%) OpenShift
17 128 (2.92%) Amazon EKS
18 108 (2.46%) Amazon ECS
19 102 (2.33%) Amazon CloudWatch
20 98 (2.23%) Amazon EC2
Communications & Networking
1 154 (3.51%) Firewall
2 119 (2.71%) DNS
3 89 (2.03%) Network Security
4 83 (1.89%) TCP/IP
5 72 (1.64%) WAN
6 70 (1.60%) BGP
7 69 (1.57%) VPN
8 44 (1.00%) HTTP
9 42 (0.96%) OSPF
10 34 (0.78%) SNMP
11 33 (0.75%) BIG-IP
12 32 (0.73%) SD-WAN
13 31 (0.71%) DHCP
13 31 (0.71%) MPLS
14 29 (0.66%) VXLAN
14 29 (0.66%) Wireshark
15 27 (0.62%) LAN
15 27 (0.62%) SAN
16 26 (0.59%) SSL
17 25 (0.57%) VLAN
Database & Business Intelligence
1 395 (9.01%) Power BI
2 288 (6.57%) PostgreSQL
3 250 (5.70%) Data Warehouse
4 219 (4.99%) SQL Server
5 200 (4.56%) Data Lake
6 175 (3.99%) Tableau
7 156 (3.56%) NoSQL
8 154 (3.51%) Relational Database
9 141 (3.21%) Metadata
10 123 (2.80%) Delta Lake
11 118 (2.69%) Big Data
11 118 (2.69%) BigQuery
12 102 (2.33%) Amazon Redshift
13 100 (2.28%) Amazon Athena
14 87 (1.98%) Amazon RDS
15 84 (1.92%) Azure SQL Database
16 80 (1.82%) MongoDB
17 70 (1.60%) MySQL
18 65 (1.48%) DynamoDB
19 59 (1.35%) Hadoop
Development Applications
1 525 (11.97%) Git
2 381 (8.69%) Jenkins
3 294 (6.70%) GitLab
4 207 (4.72%) JIRA
5 76 (1.73%) MLflow
6 59 (1.35%) Selenium
7 50 (1.14%) Postman
8 32 (0.73%) Cucumber
9 28 (0.64%) Artifactory
10 26 (0.59%) Bitbucket
11 23 (0.52%) JMeter
12 22 (0.50%) Cypress.io
12 22 (0.50%) Robot Framework
12 22 (0.50%) SonarQube
13 20 (0.46%) Maven
13 20 (0.46%) Sonatype Nexus
14 19 (0.43%) JUnit
14 19 (0.43%) SpecFlow
15 17 (0.39%) Gatling
15 17 (0.39%) REST Assured
General
1 986 (22.48%) Social Skills
2 912 (20.79%) Finance
3 612 (13.95%) Analytical Skills
4 389 (8.87%) Public Sector
5 320 (7.30%) Banking
6 171 (3.90%) Front Office
7 119 (2.71%) Documentation Skills
8 80 (1.82%) Investment Banking
9 64 (1.46%) Marketing
10 57 (1.30%) Inclusion and Diversity
11 52 (1.19%) Retail
12 49 (1.12%) Telecoms
13 48 (1.09%) Pharmaceutical
14 39 (0.89%) Legal
15 34 (0.78%) Influencing Skills
16 32 (0.73%) Financial Institution
17 30 (0.68%) Publishing
18 29 (0.66%) Manufacturing
19 28 (0.64%) Military
19 28 (0.64%) Presentation Skills
Job Titles
1 816 (18.60%) Developer
2 680 (15.50%) Data Engineer
3 612 (13.95%) Senior
4 391 (8.91%) Python Developer
5 306 (6.98%) Lead
6 297 (6.77%) Architect
7 240 (5.47%) Analyst
8 228 (5.20%) DevOps Engineer
9 223 (5.08%) Software Engineer
10 211 (4.81%) Python Engineer
11 197 (4.49%) Artificial Intelligence Engineer
12 183 (4.17%) Data Scientist
13 156 (3.56%) AWS Engineer
14 143 (3.26%) Azure Engineer
15 136 (3.10%) Senior Data Engineer
16 130 (2.96%) Data Analyst
17 128 (2.92%) Senior Developer
18 114 (2.60%) Full-Stack Developer
19 113 (2.58%) Platform Engineer
20 110 (2.51%) Security Engineer
Libraries, Frameworks & Software Standards
1 318 (7.25%) REST
2 317 (7.23%) React
3 308 (7.02%) Kafka
4 298 (6.79%) PySpark
5 197 (4.49%) .NET
5 197 (4.49%) Node.js
6 184 (4.20%) Pandas
7 165 (3.76%) PyTorch
8 140 (3.19%) RESTful
9 139 (3.17%) JSON
10 130 (2.96%) FastAPI
11 122 (2.78%) TensorFlow
12 114 (2.60%) scikit-learn
13 110 (2.51%) NumPy
14 108 (2.46%) LangChain
15 107 (2.44%) LDAP
16 104 (2.37%) AngularJS
17 103 (2.35%) Django
18 99 (2.26%) YAML
19 91 (2.07%) Flask
Miscellaneous
1 459 (10.47%) Cloud Native
2 184 (4.20%) Distributed Systems
3 128 (2.92%) Algorithms
4 115 (2.62%) Product Ownership
5 113 (2.58%) AI Agents
6 109 (2.49%) Data Protection Act
7 107 (2.44%) Fixed Income
8 105 (2.39%) Equities
9 99 (2.26%) Derivative
9 99 (2.26%) Onboarding
10 94 (2.14%) Data Centre
10 94 (2.14%) Data Structures
11 84 (1.92%) Hybrid Cloud
12 83 (1.89%) Enterprise Software
13 79 (1.80%) Security Posture
14 78 (1.78%) Management Information System
15 77 (1.76%) Legacy Systems
16 55 (1.25%) Public Cloud
17 45 (1.03%) Self-Motivation
18 44 (1.00%) Distributed Computing
Operating Systems
1 537 (12.24%) Linux
2 241 (5.49%) Windows
3 176 (4.01%) Unix
4 73 (1.66%) Red Hat Enterprise Linux
5 49 (1.12%) Windows Server
6 35 (0.80%) Ubuntu
7 32 (0.73%) VMS
8 25 (0.57%) Android
9 23 (0.52%) AIX
10 20 (0.46%) CentOS
11 19 (0.43%) Solaris
12 16 (0.36%) Apple iOS
13 15 (0.34%) Mac OS
14 10 (0.23%) Debian
15 9 (0.21%) zOS
16 6 (0.14%) Embedded Linux
16 6 (0.14%) Rocky
17 5 (0.11%) Amazon Linux
17 5 (0.11%) Windows 7
18 3 (0.068%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,600 (36.48%) CI/CD
2 1,184 (26.99%) DevOps
3 995 (22.69%) AI
4 936 (21.34%) Analytics
5 927 (21.14%) Agile
6 847 (19.31%) Problem-Solving
7 749 (17.08%) Infrastructure as Code
8 740 (16.87%) Data Pipeline
9 670 (15.28%) Machine Learning
10 635 (14.48%) Data Engineering
11 633 (14.43%) Containerisation
12 617 (14.07%) Data Modelling
13 605 (13.79%) ETL
14 530 (12.08%) Software Engineering
15 508 (11.58%) Data Science
16 462 (10.53%) Business Intelligence
17 451 (10.28%) Test Automation
18 440 (10.03%) Observability
19 363 (8.28%) LLM
20 352 (8.03%) Validation
Programming Languages
1 1,516 (34.56%) SQL
2 692 (15.78%) Java
3 549 (12.52%) PowerShell
4 477 (10.88%) Bash
5 405 (9.23%) JavaScript
6 304 (6.93%) C#
7 299 (6.82%) TypeScript
8 183 (4.17%) Go
9 159 (3.63%) R
10 134 (3.06%) Scala
11 122 (2.78%) C++
12 97 (2.21%) Shell Script
13 72 (1.64%) Bicep
14 71 (1.62%) Ruby
15 52 (1.19%) Data Analysis Expressions
16 51 (1.16%) Perl
16 51 (1.16%) PL/SQL
17 49 (1.12%) C
18 44 (1.00%) Kusto Query Language
19 43 (0.98%) T-SQL
Qualifications
1 987 (22.50%) Security Cleared
2 792 (18.06%) SC Cleared
3 339 (7.73%) Degree
4 160 (3.65%) Computer Science Degree
5 129 (2.94%) DV Cleared
6 101 (2.30%) BPSS Clearance
7 97 (2.21%) Azure Certification
8 83 (1.89%) CISSP
9 73 (1.66%) AWS Certification
10 70 (1.60%) Master's Degree
11 58 (1.32%) Cisco Certification
12 47 (1.07%) CISM
13 37 (0.84%) CCNP
14 34 (0.78%) PhD
15 33 (0.75%) VMware Certified Professional (VCP)
16 30 (0.68%) Microsoft Certification
17 24 (0.55%) AWS Certified Solutions Architect
18 20 (0.46%) CCIE
18 20 (0.46%) ISTQB
19 18 (0.41%) GIAC
Quality Assurance & Compliance
1 446 (10.17%) Data Quality
2 189 (4.31%) QA
3 154 (3.51%) GDPR
4 98 (2.23%) NIST
5 93 (2.12%) ISO/IEC 27001
6 55 (1.25%) Accessibility
7 32 (0.73%) Sarbanes-Oxley
8 26 (0.59%) SLA
9 25 (0.57%) PCI DSS
10 23 (0.52%) HIPAA
11 17 (0.39%) WCAG
12 16 (0.36%) NCSC
13 15 (0.34%) Actionable Recommendations
14 10 (0.23%) Cyber Essentials
15 9 (0.21%) ISO 20022
16 8 (0.18%) California Consumer Privacy Act
16 8 (0.18%) GRC
16 8 (0.18%) MiFID
16 8 (0.18%) PMO
17 7 (0.16%) SOC 2
System Software
1 711 (16.21%) Docker
2 149 (3.40%) Active Directory
3 82 (1.87%) VMware Infrastructure
4 59 (1.35%) Virtual Machines
5 34 (0.78%) VMware NSX
6 31 (0.71%) vSphere
7 29 (0.66%) Firmware
8 22 (0.50%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.27%) VMware ESXi
11 9 (0.21%) HDFS
12 8 (0.18%) NFS
13 7 (0.16%) Postfix
13 7 (0.16%) Virtual Desktop
14 6 (0.14%) Oracle RAC
15 5 (0.11%) Squid
16 4 (0.091%) Active Directory Lightweight Directory Services
16 4 (0.091%) GPFS
16 4 (0.091%) Slurm Workload Manager
16 4 (0.091%) SRDF
Systems Management
1 913 (20.82%) Terraform
2 817 (18.63%) Kubernetes
3 449 (10.24%) Ansible
4 273 (6.22%) Grafana
5 230 (5.24%) Prometheus
6 70 (1.60%) Puppet
7 60 (1.37%) Argo
8 39 (0.89%) Istio
9 35 (0.80%) Kibana
10 30 (0.68%) vCenter Server
11 29 (0.66%) Progress Chef
12 25 (0.57%) Nessus
13 24 (0.55%) Control-M
14 23 (0.52%) Nagios
15 21 (0.48%) vRealize
16 20 (0.46%) ZABBIX
17 19 (0.43%) Rancher
18 17 (0.39%) HAProxy
18 17 (0.39%) Kubeflow
18 17 (0.39%) Tivoli
Vendors
1 524 (11.95%) Microsoft
2 474 (10.81%) Databricks
3 210 (4.79%) Google
4 199 (4.54%) Oracle
5 194 (4.42%) Splunk
6 135 (3.08%) VMware
7 107 (2.44%) Red Hat
8 104 (2.37%) OpenAI
9 95 (2.17%) Cisco
10 92 (2.10%) CyberArk
11 82 (1.87%) ServiceNow
12 81 (1.85%) BeyondTrust
13 62 (1.41%) Dynatrace
14 60 (1.37%) F5
15 59 (1.35%) Palo Alto
16 55 (1.25%) Foundry
17 54 (1.23%) IBM
18 53 (1.21%) Informatica
19 44 (1.00%) SAP
20 37 (0.84%) Fortinet