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

6 months to
25 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,730 3,609 3,540
As % of all contract jobs in England 10.35% 13.10% 10.65%
As % of the Programming Languages category 39.80% 40.02% 33.26%
Number of daily rates quoted 3,125 2,451 2,584
10th Percentile £375 £361 £375
25th Percentile £447 £438 £468
Median daily rate (50th Percentile) £545 £540 £580
Median % change year-on-year +0.93% -6.90% -3.33%
75th Percentile £650 £658 £725
90th Percentile £750 £800 £850
UK median daily rate £533 £525 £575
% change year-on-year +1.43% -8.70% -4.17%
Number of hourly rates quoted 117 71 94
10th Percentile £30.82 £31.61 £22.98
25th Percentile £42.50 £36.13 £46.18
Median hourly rate £62.00 £50.00 £67.26
Median % change year-on-year +24.00% -25.66% +3.48%
75th Percentile £77.50 £58.88 £71.41
90th Percentile £88.75 £82.96 £77.50
UK median hourly rate £57.50 £50.00 £57.50
% change year-on-year +15.00% -13.04% -11.54%

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 11,884 9,019 10,642
As % of all contract IT jobs advertised in England 26.01% 32.74% 32.03%
Number of daily rates quoted 7,706 6,157 7,495
10th Percentile £363 £345 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £550
Median % change year-on-year +1.94% -6.36% -
75th Percentile £625 £638 £650
90th Percentile £738 £753 £788
UK median daily rate £518 £505 £530
% change year-on-year +2.48% -4.72% -3.64%
Number of hourly rates quoted 490 263 335
10th Percentile £30.00 £29.46 £31.25
25th Percentile £51.50 £40.63 £51.25
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.59%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.08 £79.75 £79.00
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +4.55%

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 25 August 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 25 August 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 25 August 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 -4 2,780 £575 - 2,786
North of England +3 720 £500 +2.56% 471
South East -10 439 £538 +7.50% 446
Yorkshire -1 367 £500 - 121
South West -3 292 £525 - 405
North West -2 270 £500 +5.26% 264
Midlands -17 237 £477 +0.42% 189
West Midlands -19 188 £488 +2.63% 123
East of England -13 139 £500 -0.50% 279
North East -2 94 £425 -18.27% 88
East Midlands -11 49 £469 +11.61% 65
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
1 260 (5.50%) Apache Airflow
2 241 (5.10%) Apache Spark
3 188 (3.97%) Apache
4 137 (2.90%) Confluence
5 52 (1.10%) Jupyter
6 39 (0.82%) SharePoint
7 34 (0.72%) SAS
8 27 (0.57%) OpenStack
9 20 (0.42%) ArcGIS
9 20 (0.42%) Palantir Foundry
10 17 (0.36%) nginx
11 12 (0.25%) IIS
12 8 (0.17%) CMS
13 7 (0.15%) Tomcat
14 6 (0.13%) Apache Superset
14 6 (0.13%) WebSphere
15 5 (0.11%) Camunda
15 5 (0.11%) CICS
15 5 (0.11%) Oracle SOA Suite
15 5 (0.11%) WebSphere Application Server
Applications
1 96 (2.03%) Microsoft Excel
2 26 (0.55%) Chatbot
3 25 (0.53%) Microsoft Office
4 18 (0.38%) Microsoft PowerPoint
4 18 (0.38%) Spreadsheet
5 16 (0.34%) CPLEX
6 14 (0.30%) MS Visio
7 3 (0.063%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) Mozilla Thunderbird
9 1 (0.021%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 21 (0.44%) Aladdin
2 17 (0.36%) SAP S/4HANA
3 16 (0.34%) Remedy ITSM
4 7 (0.15%) Dynamics CRM
4 7 (0.15%) Oracle EBS
4 7 (0.15%) SAP IBP
5 6 (0.13%) NetSuite
5 6 (0.13%) Remedy AR System
6 5 (0.11%) BambooHR
6 5 (0.11%) Sage X3
7 4 (0.085%) Oracle ERP
8 3 (0.063%) Endur
8 3 (0.063%) Front Arena
8 3 (0.063%) Salesforce CRM
8 3 (0.063%) SimCorp Dimension
8 3 (0.063%) Teamcenter
9 2 (0.042%) IBM Planning Analytics
9 2 (0.042%) Oracle Assets
9 2 (0.042%) SAP ERP
9 2 (0.042%) Workday HCM
Cloud Services
1 1,800 (38.05%) AWS
2 1,649 (34.86%) Azure
3 719 (15.20%) GCP
4 575 (12.16%) GitHub
5 426 (9.01%) Power Platform
6 402 (8.50%) Serverless
7 380 (8.03%) Azure DevOps
8 354 (7.48%) GitHub Actions
9 331 (7.00%) Amazon S3
10 302 (6.38%) AWS Lambda
11 266 (5.62%) Snowflake
12 208 (4.40%) Azure Data Factory
13 204 (4.31%) dbt
14 146 (3.09%) Amazon CloudWatch
15 141 (2.98%) Amazon EKS
16 140 (2.96%) AWS CloudFormation
17 123 (2.60%) Azure Synapse Analytics
18 119 (2.52%) Entra ID
19 116 (2.45%) Amazon EC2
20 106 (2.24%) SaaS
Communications & Networking
1 255 (5.39%) Firewall
2 187 (3.95%) DNS
3 146 (3.09%) TCP/IP
4 121 (2.56%) BGP
5 116 (2.45%) Network Security
6 115 (2.43%) VPN
7 106 (2.24%) WAN
8 77 (1.63%) DHCP
9 67 (1.42%) OSPF
10 57 (1.21%) SD-WAN
11 53 (1.12%) VLAN
12 52 (1.10%) VXLAN
13 51 (1.08%) HTTP
14 47 (0.99%) BIG-IP
15 42 (0.89%) F5 BIG-IP LTM
15 42 (0.89%) SSL
16 41 (0.87%) Ethernet VPN
17 40 (0.85%) MPLS
18 38 (0.80%) SNMP
19 31 (0.66%) Internet
Database & Business Intelligence
1 391 (8.27%) Power BI
2 288 (6.09%) Data Warehouse
3 271 (5.73%) PostgreSQL
4 194 (4.10%) SQL Server
5 175 (3.70%) Tableau
6 173 (3.66%) Metadata
7 158 (3.34%) Relational Database
8 153 (3.23%) Data Lake
9 148 (3.13%) NoSQL
10 143 (3.02%) BigQuery
11 120 (2.54%) Amazon Redshift
12 113 (2.39%) Big Data
13 107 (2.26%) Amazon Athena
14 105 (2.22%) Delta Lake
15 104 (2.20%) Amazon RDS
16 93 (1.97%) MongoDB
17 82 (1.73%) DynamoDB
18 69 (1.46%) MySQL
19 62 (1.31%) Redis
20 52 (1.10%) Snowflake Schema
Development Applications
1 599 (12.66%) Git
2 414 (8.75%) Jenkins
3 382 (8.08%) GitLab
4 240 (5.07%) JIRA
5 78 (1.65%) Selenium
6 44 (0.93%) JMeter
7 42 (0.89%) MLflow
7 42 (0.89%) Postman
8 38 (0.80%) SonarQube
9 35 (0.74%) Bitbucket
10 28 (0.59%) Artifactory
10 28 (0.59%) Claude Code
10 28 (0.59%) Cucumber
10 28 (0.59%) Gatling
11 26 (0.55%) Maven
12 25 (0.53%) Sonatype Nexus
13 24 (0.51%) Cypress.io
13 24 (0.51%) LoadRunner
14 21 (0.44%) REST Assured
15 17 (0.36%) JUnit
General
1 1,060 (22.41%) Social Skills
2 1,027 (21.71%) Finance
3 724 (15.31%) Analytical Skills
4 468 (9.89%) Public Sector
5 381 (8.05%) Banking
6 172 (3.64%) Front Office
7 105 (2.22%) Investment Banking
8 98 (2.07%) Retail
9 96 (2.03%) Inclusion and Diversity
10 91 (1.92%) Documentation Skills
11 81 (1.71%) Marketing
12 70 (1.48%) Telecoms
13 48 (1.01%) Pharmaceutical
14 46 (0.97%) Aerospace
15 43 (0.91%) Military
16 42 (0.89%) Legal
17 41 (0.87%) Financial Institution
18 38 (0.80%) Publishing
19 35 (0.74%) Law
20 33 (0.70%) Influencing Skills
Job Titles
1 789 (16.68%) Senior
2 747 (15.79%) Developer
3 694 (14.67%) Data Engineer
4 433 (9.15%) Lead
5 392 (8.29%) Python Developer
6 293 (6.19%) Python Engineer
7 280 (5.92%) DevOps Engineer
8 250 (5.29%) Software Engineer
9 246 (5.20%) Analyst
10 244 (5.16%) Architect
11 213 (4.50%) Artificial Intelligence Engineer
12 181 (3.83%) AWS Engineer
13 162 (3.42%) Data Scientist
14 152 (3.21%) Senior Developer
15 151 (3.19%) Platform Engineer
16 150 (3.17%) Senior Data Engineer
17 149 (3.15%) Cloud Engineer
18 140 (2.96%) Azure Engineer
19 117 (2.47%) Data Analyst
20 116 (2.45%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,128 (23.85%) Terraform
2 407 (8.60%) REST
3 337 (7.12%) PySpark
4 306 (6.47%) Kafka
5 271 (5.73%) React
6 214 (4.52%) .NET
7 173 (3.66%) Django
7 173 (3.66%) JSON
8 163 (3.45%) FastAPI
9 159 (3.36%) RESTful
10 151 (3.19%) Pandas
11 145 (3.07%) Node.js
12 112 (2.37%) LangChain
13 108 (2.28%) pytest
14 105 (2.22%) PyTorch
15 101 (2.14%) HTML
16 99 (2.09%) YAML
17 98 (2.07%) Flask
18 91 (1.92%) OAuth
19 90 (1.90%) CSS
Miscellaneous
1 660 (13.95%) Cloud Native
2 261 (5.52%) Distributed Systems
3 196 (4.14%) AI Agents
4 189 (4.00%) Onboarding
5 148 (3.13%) Data Centre
6 141 (2.98%) Product Ownership
7 120 (2.54%) Algorithms
7 120 (2.54%) Legacy Systems
8 111 (2.35%) Hybrid Cloud
9 109 (2.30%) Data Structures
10 98 (2.07%) Derivative
11 95 (2.01%) Data Protection Act
12 86 (1.82%) Equities
13 85 (1.80%) Management Information System
14 70 (1.48%) Fixed Income
15 68 (1.44%) Security Posture
16 65 (1.37%) Enterprise Software
17 58 (1.23%) Public Cloud
18 57 (1.21%) PKI
19 50 (1.06%) Self-Motivation
Operating Systems
1 617 (13.04%) Linux
2 303 (6.41%) Windows
3 197 (4.16%) Unix
4 124 (2.62%) Red Hat Enterprise Linux
5 75 (1.59%) Windows Server
6 40 (0.85%) Ubuntu
7 28 (0.59%) VMS
8 27 (0.57%) AIX
9 17 (0.36%) CentOS
9 17 (0.36%) Solaris
10 15 (0.32%) Android
11 10 (0.21%) Mac OS
12 9 (0.19%) Apple iOS
12 9 (0.19%) zOS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
14 6 (0.13%) Embedded Linux
15 5 (0.11%) Debian
16 4 (0.085%) Windows Server 2008
Processes & Methodologies
1 1,865 (39.43%) CI/CD
2 1,379 (29.15%) DevOps
3 1,220 (25.79%) AI
4 1,051 (22.22%) Agile
5 989 (20.91%) Infrastructure as Code
6 971 (20.53%) Analytics
7 851 (17.99%) Data Pipeline
8 798 (16.87%) Problem-Solving
9 739 (15.62%) Software Engineering
10 703 (14.86%) Machine Learning
11 685 (14.48%) Data Engineering
12 639 (13.51%) Containerisation
13 619 (13.09%) Data Modelling
14 572 (12.09%) Observability
15 552 (11.67%) ETL
16 526 (11.12%) Test Automation
17 515 (10.89%) Continuous Improvement
18 495 (10.47%) Data Science
19 486 (10.27%) Validation
20 461 (9.75%) Business Intelligence
Programming Languages
1 1,583 (33.47%) SQL
2 709 (14.99%) Java
3 672 (14.21%) PowerShell
4 646 (13.66%) Bash
5 369 (7.80%) JavaScript
6 303 (6.41%) TypeScript
7 272 (5.75%) C#
8 161 (3.40%) Go
9 133 (2.81%) R
10 120 (2.54%) Bicep
10 120 (2.54%) C++
11 109 (2.30%) Scala
11 109 (2.30%) Shell Script
12 67 (1.42%) Perl
13 54 (1.14%) Data Analysis Expressions
13 54 (1.14%) Groovy
14 53 (1.12%) C
15 52 (1.10%) PL/SQL
16 50 (1.06%) Rust
17 43 (0.91%) Ruby
Qualifications
1 1,100 (23.26%) Security Cleared
2 894 (18.90%) SC Cleared
3 382 (8.08%) Degree
4 185 (3.91%) DV Cleared
5 146 (3.09%) Computer Science Degree
6 131 (2.77%) Azure Certification
7 119 (2.52%) AWS Certification
8 87 (1.84%) CISSP
9 84 (1.78%) BPSS Clearance
10 83 (1.75%) Cisco Certification
11 64 (1.35%) Master's Degree
12 45 (0.95%) CCNP
13 43 (0.91%) Microsoft Certification
14 35 (0.74%) PhD
15 30 (0.63%) CISM
15 30 (0.63%) VMware Certified Professional (VCP)
16 29 (0.61%) CCIE
17 26 (0.55%) AWS Certified Solutions Architect
18 24 (0.51%) DBS Check
19 21 (0.44%) ISTQB
Quality Assurance & Compliance
1 516 (10.91%) Data Quality
2 245 (5.18%) QA
3 104 (2.20%) NIST
4 96 (2.03%) GDPR
4 96 (2.03%) ISO/IEC 27001
5 73 (1.54%) Accessibility
6 38 (0.80%) SLA
7 29 (0.61%) Actionable Recommendations
8 27 (0.57%) WCAG
9 26 (0.55%) NCSC
10 25 (0.53%) Sarbanes-Oxley
11 23 (0.49%) PCI DSS
12 13 (0.27%) HIPAA
13 10 (0.21%) ISO 20022
13 10 (0.21%) SOC 2
14 7 (0.15%) Cyber Essentials
15 6 (0.13%) California Consumer Privacy Act
15 6 (0.13%) NIST 800
16 5 (0.11%) GRC
16 5 (0.11%) HL7
System Software
1 808 (17.08%) Docker
2 144 (3.04%) Active Directory
3 109 (2.30%) VMware Infrastructure
4 53 (1.12%) Virtual Machines
5 38 (0.80%) Hyper-V
6 37 (0.78%) vSphere
7 34 (0.72%) VMware NSX
8 27 (0.57%) Firmware
9 21 (0.44%) VMware ESXi
10 13 (0.27%) NFS
10 13 (0.27%) Virtual Desktop
11 12 (0.25%) Oracle RAC
12 10 (0.21%) Squid
13 8 (0.17%) Postfix
14 7 (0.15%) PowerHA
15 6 (0.13%) KVM
16 4 (0.085%) Dovecot
16 4 (0.085%) HDFS
16 4 (0.085%) Slurm Workload Manager
16 4 (0.085%) Varnish
Systems Management
1 921 (19.47%) Kubernetes
2 555 (11.73%) Ansible
3 274 (5.79%) Grafana
4 205 (4.33%) Prometheus
5 78 (1.65%) Puppet
6 66 (1.40%) Progress Chef
7 60 (1.27%) Argo
8 28 (0.59%) Istio
9 27 (0.57%) Single Sign-On
10 25 (0.53%) Control-M
11 24 (0.51%) ZABBIX
12 23 (0.49%) vCenter Server
13 22 (0.47%) Nagios
14 21 (0.44%) Kibana
14 21 (0.44%) Microsoft Intune
15 20 (0.42%) vRealize
16 17 (0.36%) Packer
16 17 (0.36%) Tivoli
17 16 (0.34%) HAProxy
17 16 (0.34%) Netcool
Vendors
1 606 (12.81%) Microsoft
2 479 (10.13%) Databricks
3 281 (5.94%) Google
4 211 (4.46%) Oracle
5 188 (3.97%) Splunk
6 142 (3.00%) VMware
7 135 (2.85%) Cisco
8 118 (2.49%) ServiceNow
9 116 (2.45%) OpenAI
10 95 (2.01%) Dynatrace
11 85 (1.80%) Red Hat
12 82 (1.73%) F5
13 79 (1.67%) IBM
14 77 (1.63%) Palo Alto
15 66 (1.40%) Fortinet
16 65 (1.37%) CyberArk
17 64 (1.35%) Informatica
18 57 (1.21%) SAP
19 54 (1.14%) Foundry
20 52 (1.10%) Arista