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

6 months to
12 May 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,336 3,218 3,478
As % of all contract jobs in England 10.68% 13.24% 9.46%
As % of the Programming Languages category 40.07% 39.16% 32.00%
Number of daily rates quoted 2,946 2,330 2,538
10th Percentile £363 £391 £388
25th Percentile £425 £455 £463
Median daily rate (50th Percentile) £525 £550 £567
Median % change year-on-year -4.55% -3.04% -5.46%
75th Percentile £625 £696 £695
90th Percentile £750 £838 £825
UK median daily rate £520 £550 £553
% change year-on-year -5.45% -0.45% -7.92%
Number of hourly rates quoted 112 46 85
10th Percentile £30.05 £21.63 £25.65
25th Percentile £43.81 £26.75 £46.18
Median hourly rate £55.00 £39.66 £62.50
Median % change year-on-year +38.68% -36.54% -3.85%
75th Percentile £74.45 £58.44 £72.50
90th Percentile £84.88 £73.13 £78.25
UK median hourly rate £55.00 £39.32 £60.25
% change year-on-year +39.88% -34.74% -6.41%

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 10,822 8,217 10,870
As % of all contract IT jobs advertised in England 26.66% 33.80% 29.57%
Number of daily rates quoted 7,139 5,712 7,899
10th Percentile £352 £363 £350
25th Percentile £415 £420 £425
Median daily rate (50th Percentile) £505 £525 £550
Median % change year-on-year -3.81% -4.55% -2.48%
75th Percentile £609 £650 £656
90th Percentile £720 £788 £775
UK median daily rate £500 £523 £530
% change year-on-year -4.40% -1.32% -3.64%
Number of hourly rates quoted 538 217 443
10th Percentile £41.94 £26.25 £37.78
25th Percentile £55.00 £37.50 £50.38
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - -
75th Percentile £70.00 £68.00 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £62.43
% change year-on-year +4.00% +0.12% -0.12%

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 12 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 12 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 12 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 2,456 £550 -8.33% 1,308
North of England +7 691 £478 -1.95% 483
South East -3 406 £513 -1.44% 690
Yorkshire 0 386 £475 -5.00% 134
South West -2 252 £500 -8.05% 245
Midlands -9 251 £500 +11.11% 247
North West 0 247 £500 +5.26% 261
West Midlands -11 192 £500 - 113
East of England -2 125 £500 - 246
North East +10 67 £475 +5.56% 90
East Midlands -14 58 £497 +17.51% 133
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
1 240 (5.54%) Apache Spark
2 174 (4.01%) Apache Airflow
3 131 (3.02%) Apache
4 107 (2.47%) Confluence
5 46 (1.06%) SAS
6 37 (0.85%) SharePoint
7 30 (0.69%) Jupyter
8 17 (0.39%) OpenStack
9 15 (0.35%) 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%) IIS
14 6 (0.14%) nginx
15 5 (0.12%) WebSphere
15 5 (0.12%) WebSphere Application Server
16 4 (0.092%) CICS
Applications
1 113 (2.61%) Microsoft Excel
2 26 (0.60%) Chatbot
3 24 (0.55%) Microsoft Office
4 19 (0.44%) MS Visio
5 17 (0.39%) Microsoft PowerPoint
6 16 (0.37%) Spreadsheet
7 7 (0.16%) CPLEX
8 4 (0.092%) Microsoft Project
9 3 (0.069%) LaTeX
10 1 (0.023%) OrCAD
10 1 (0.023%) SPSS
10 1 (0.023%) Weka
Business Applications
1 23 (0.53%) Aladdin
2 13 (0.30%) SAP S/4HANA
3 7 (0.16%) Fidessa
3 7 (0.16%) SAP IBP
4 5 (0.12%) BambooHR
4 5 (0.12%) Oracle EBS
4 5 (0.12%) Remedy ITSM
5 4 (0.092%) 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%) Orchestrade
6 2 (0.046%) SimCorp Dimension
7 1 (0.023%) Oracle Applications
7 1 (0.023%) SAP APO
7 1 (0.023%) Teamcenter
Cloud Services
1 1,654 (38.15%) AWS
2 1,513 (34.89%) Azure
3 645 (14.88%) GCP
4 545 (12.57%) GitHub
5 454 (10.47%) Power Platform
6 383 (8.83%) Serverless
7 330 (7.61%) Azure DevOps
8 314 (7.24%) Amazon S3
9 300 (6.92%) GitHub Actions
10 277 (6.39%) AWS Lambda
11 246 (5.67%) Azure Data Factory
12 185 (4.27%) Snowflake
13 160 (3.69%) AWS CloudFormation
14 156 (3.60%) Azure Synapse Analytics
15 146 (3.37%) dbt
16 141 (3.25%) OpenShift
17 125 (2.88%) Amazon EKS
18 103 (2.38%) Amazon ECS
19 102 (2.35%) Amazon CloudWatch
20 94 (2.17%) Amazon EC2
Communications & Networking
1 157 (3.62%) Firewall
2 118 (2.72%) DNS
3 88 (2.03%) Network Security
4 82 (1.89%) TCP/IP
5 75 (1.73%) WAN
6 72 (1.66%) BGP
7 68 (1.57%) VPN
8 45 (1.04%) HTTP
9 44 (1.01%) OSPF
10 36 (0.83%) BIG-IP
11 35 (0.81%) SD-WAN
12 34 (0.78%) SNMP
13 32 (0.74%) VXLAN
14 31 (0.71%) DHCP
15 30 (0.69%) MPLS
16 29 (0.67%) Wireshark
17 28 (0.65%) SAN
18 27 (0.62%) LAN
19 26 (0.60%) SSL
20 25 (0.58%) VLAN
Database & Business Intelligence
1 393 (9.06%) Power BI
2 280 (6.46%) PostgreSQL
3 244 (5.63%) Data Warehouse
4 215 (4.96%) SQL Server
5 199 (4.59%) Data Lake
6 175 (4.04%) Tableau
7 153 (3.53%) Relational Database
8 152 (3.51%) NoSQL
9 136 (3.14%) Metadata
10 123 (2.84%) Delta Lake
11 118 (2.72%) BigQuery
12 116 (2.68%) Big Data
13 100 (2.31%) Amazon Athena
14 99 (2.28%) Amazon Redshift
15 81 (1.87%) Azure SQL Database
16 80 (1.85%) Amazon RDS
16 80 (1.85%) MongoDB
17 68 (1.57%) MySQL
18 64 (1.48%) DynamoDB
19 58 (1.34%) Hadoop
Development Applications
1 519 (11.97%) Git
2 379 (8.74%) Jenkins
3 295 (6.80%) GitLab
4 205 (4.73%) JIRA
5 76 (1.75%) MLflow
6 59 (1.36%) Selenium
7 50 (1.15%) Postman
8 32 (0.74%) Cucumber
9 27 (0.62%) Artifactory
10 24 (0.55%) Bitbucket
11 23 (0.53%) JMeter
12 22 (0.51%) Cypress.io
12 22 (0.51%) Robot Framework
12 22 (0.51%) SonarQube
13 20 (0.46%) Maven
13 20 (0.46%) Sonatype Nexus
14 19 (0.44%) JUnit
14 19 (0.44%) SpecFlow
15 17 (0.39%) Gatling
15 17 (0.39%) REST Assured
General
1 967 (22.30%) Social Skills
2 904 (20.85%) Finance
3 607 (14.00%) Analytical Skills
4 385 (8.88%) Public Sector
5 322 (7.43%) Banking
6 171 (3.94%) Front Office
7 116 (2.68%) Documentation Skills
8 82 (1.89%) Investment Banking
9 62 (1.43%) Marketing
10 56 (1.29%) Inclusion and Diversity
11 50 (1.15%) Retail
12 49 (1.13%) Telecoms
13 48 (1.11%) Pharmaceutical
14 37 (0.85%) Legal
15 34 (0.78%) Influencing Skills
16 31 (0.71%) Financial Institution
17 30 (0.69%) Publishing
18 29 (0.67%) Manufacturing
19 28 (0.65%) Military
20 26 (0.60%) Presentation Skills
Job Titles
1 802 (18.50%) Developer
2 678 (15.64%) Data Engineer
3 614 (14.16%) Senior
4 387 (8.93%) Python Developer
5 297 (6.85%) Lead
6 292 (6.73%) Architect
7 237 (5.47%) Analyst
8 229 (5.28%) DevOps Engineer
9 222 (5.12%) Software Engineer
10 212 (4.89%) Python Engineer
11 198 (4.57%) Artificial Intelligence Engineer
12 182 (4.20%) Data Scientist
13 156 (3.60%) AWS Engineer
14 143 (3.30%) Azure Engineer
15 136 (3.14%) Senior Data Engineer
16 127 (2.93%) Data Analyst
16 127 (2.93%) Senior Developer
17 113 (2.61%) Full-Stack Developer
17 113 (2.61%) Platform Engineer
18 107 (2.47%) Security Engineer
Libraries, Frameworks & Software Standards
1 314 (7.24%) REST
2 313 (7.22%) React
3 300 (6.92%) Kafka
4 298 (6.87%) PySpark
5 197 (4.54%) .NET
6 193 (4.45%) Node.js
7 183 (4.22%) Pandas
8 162 (3.74%) PyTorch
9 139 (3.21%) JSON
9 139 (3.21%) RESTful
10 130 (3.00%) FastAPI
11 119 (2.74%) TensorFlow
12 113 (2.61%) scikit-learn
13 110 (2.54%) NumPy
14 104 (2.40%) Django
14 104 (2.40%) LangChain
14 104 (2.40%) LDAP
15 99 (2.28%) AngularJS
15 99 (2.28%) YAML
16 90 (2.08%) Flask
Miscellaneous
1 453 (10.45%) Cloud Native
2 187 (4.31%) Distributed Systems
3 125 (2.88%) Algorithms
4 111 (2.56%) AI Agents
5 109 (2.51%) Product Ownership
6 107 (2.47%) Data Protection Act
7 104 (2.40%) Fixed Income
8 103 (2.38%) Equities
9 99 (2.28%) Derivative
10 98 (2.26%) Data Centre
11 97 (2.24%) Onboarding
12 94 (2.17%) Data Structures
13 85 (1.96%) Hybrid Cloud
14 83 (1.91%) Enterprise Software
15 79 (1.82%) Security Posture
16 76 (1.75%) Legacy Systems
17 75 (1.73%) Management Information System
18 52 (1.20%) Public Cloud
19 44 (1.01%) Self-Motivation
20 43 (0.99%) Distributed Computing
Operating Systems
1 523 (12.06%) Linux
2 235 (5.42%) Windows
3 173 (3.99%) Unix
4 73 (1.68%) Red Hat Enterprise Linux
5 48 (1.11%) Windows Server
6 35 (0.81%) Ubuntu
7 32 (0.74%) VMS
8 24 (0.55%) Android
9 23 (0.53%) AIX
10 20 (0.46%) CentOS
11 19 (0.44%) Solaris
12 16 (0.37%) Apple iOS
13 13 (0.30%) 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 (0.12%) Amazon Linux
18 4 (0.092%) Windows 7
19 3 (0.069%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,588 (36.62%) CI/CD
2 1,175 (27.10%) DevOps
3 986 (22.74%) AI
4 919 (21.19%) Analytics
5 910 (20.99%) Agile
6 827 (19.07%) Problem-Solving
7 746 (17.20%) Infrastructure as Code
8 730 (16.84%) Data Pipeline
9 659 (15.20%) Machine Learning
10 627 (14.46%) Data Engineering
11 619 (14.28%) Containerisation
12 613 (14.14%) Data Modelling
13 598 (13.79%) ETL
14 526 (12.13%) Software Engineering
15 498 (11.49%) Data Science
16 455 (10.49%) Business Intelligence
17 442 (10.19%) Test Automation
18 440 (10.15%) Observability
19 363 (8.37%) LLM
20 347 (8.00%) Validation
Programming Languages
1 1,498 (34.55%) SQL
2 683 (15.75%) Java
3 541 (12.48%) PowerShell
4 471 (10.86%) Bash
5 399 (9.20%) JavaScript
6 306 (7.06%) C#
7 297 (6.85%) TypeScript
8 185 (4.27%) Go
9 154 (3.55%) R
10 132 (3.04%) Scala
11 120 (2.77%) C++
12 97 (2.24%) Shell Script
13 71 (1.64%) Ruby
14 70 (1.61%) Bicep
15 52 (1.20%) Data Analysis Expressions
16 51 (1.18%) Perl
17 49 (1.13%) PL/SQL
18 48 (1.11%) C
19 43 (0.99%) T-SQL
20 42 (0.97%) Kusto Query Language
Qualifications
1 976 (22.51%) Security Cleared
2 782 (18.04%) SC Cleared
3 331 (7.63%) Degree
4 156 (3.60%) Computer Science Degree
5 127 (2.93%) DV Cleared
6 99 (2.28%) BPSS Clearance
7 96 (2.21%) Azure Certification
8 76 (1.75%) CISSP
9 70 (1.61%) AWS Certification
10 68 (1.57%) Master's Degree
11 58 (1.34%) Cisco Certification
12 41 (0.95%) CISM
13 37 (0.85%) CCNP
14 33 (0.76%) PhD
15 32 (0.74%) VMware Certified Professional (VCP)
16 29 (0.67%) Microsoft Certification
17 24 (0.55%) AWS Certified Solutions Architect
18 20 (0.46%) CCIE
18 20 (0.46%) ISTQB
19 17 (0.39%) Microsoft Certified Professional
Quality Assurance & Compliance
1 441 (10.17%) Data Quality
2 188 (4.34%) QA
3 149 (3.44%) GDPR
4 92 (2.12%) NIST
5 88 (2.03%) ISO/IEC 27001
6 53 (1.22%) Accessibility
7 29 (0.67%) Sarbanes-Oxley
8 26 (0.60%) SLA
9 25 (0.58%) PCI DSS
10 23 (0.53%) HIPAA
11 17 (0.39%) WCAG
12 15 (0.35%) Actionable Recommendations
12 15 (0.35%) NCSC
13 10 (0.23%) Cyber Essentials
14 9 (0.21%) ISO 20022
15 8 (0.18%) California Consumer Privacy Act
15 8 (0.18%) GRC
15 8 (0.18%) MiFID
16 7 (0.16%) PMO
16 7 (0.16%) SOC 2
System Software
1 696 (16.05%) Docker
2 144 (3.32%) Active Directory
3 81 (1.87%) VMware Infrastructure
4 59 (1.36%) Virtual Machines
5 33 (0.76%) VMware NSX
6 30 (0.69%) vSphere
7 28 (0.65%) Firmware
8 22 (0.51%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.28%) 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
14 6 (0.14%) Squid
15 4 (0.092%) Active Directory Lightweight Directory Services
15 4 (0.092%) SRDF
16 3 (0.069%) Embedded Firmware
16 3 (0.069%) Sendmail
Systems Management
1 905 (20.87%) Terraform
2 803 (18.52%) Kubernetes
3 446 (10.29%) Ansible
4 266 (6.13%) Grafana
5 229 (5.28%) Prometheus
6 66 (1.52%) Puppet
7 57 (1.31%) Argo
8 38 (0.88%) Istio
9 34 (0.78%) Kibana
10 29 (0.67%) Progress Chef
10 29 (0.67%) vCenter Server
11 25 (0.58%) Nessus
12 24 (0.55%) Control-M
13 23 (0.53%) Nagios
14 21 (0.48%) vRealize
15 20 (0.46%) ZABBIX
16 19 (0.44%) Rancher
17 17 (0.39%) HAProxy
17 17 (0.39%) Kubeflow
17 17 (0.39%) Tivoli
Vendors
1 511 (11.79%) Microsoft
2 471 (10.86%) Databricks
3 211 (4.87%) Google
4 197 (4.54%) Oracle
5 191 (4.40%) Splunk
6 132 (3.04%) VMware
7 105 (2.42%) Red Hat
8 102 (2.35%) OpenAI
9 94 (2.17%) Cisco
10 86 (1.98%) CyberArk
11 82 (1.89%) ServiceNow
12 77 (1.78%) BeyondTrust
13 63 (1.45%) Dynatrace
13 63 (1.45%) F5
14 60 (1.38%) Palo Alto
15 53 (1.22%) IBM
16 51 (1.18%) Foundry
16 51 (1.18%) Informatica
17 44 (1.01%) SAP
18 38 (0.88%) Arista