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

6 months to
26 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,727 3,612 3,540
As % of all contract jobs in England 10.35% 13.11% 10.66%
As % of the Programming Languages category 39.84% 40.01% 33.27%
Number of daily rates quoted 3,123 2,453 2,584
10th Percentile £375 £363 £375
25th Percentile £447 £438 £468
Median daily rate (50th Percentile) £549 £540 £580
Median % change year-on-year +1.67% -6.90% -3.33%
75th Percentile £650 £656 £725
90th Percentile £750 £800 £850
UK median daily rate £535 £525 £575
% change year-on-year +1.90% -8.70% -4.17%
Number of hourly rates quoted 118 71 94
10th Percentile £30.87 £31.61 £22.98
25th Percentile £42.83 £36.13 £46.18
Median hourly rate £62.57 £50.00 £67.26
Median % change year-on-year +25.14% -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 11,864 9,028 10,639
As % of all contract IT jobs advertised in England 25.97% 32.77% 32.03%
Number of daily rates quoted 7,693 6,169 7,493
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 £750 £788
UK median daily rate £519 £505 £530
% change year-on-year +2.77% -4.72% -3.64%
Number of hourly rates quoted 488 264 335
10th Percentile £29.99 £29.53 £31.25
25th Percentile £51.31 £40.94 £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 £78.75 £79.63 £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 26 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 26 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 26 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 2,781 £575 - 676
North of England +1 723 £500 +2.56% 270
South East -10 438 £538 +7.50% 257
Yorkshire -1 369 £500 - 73
South West -3 290 £525 - 293
North West -2 271 £513 +7.89% 140
Midlands -18 231 £475 - 132
West Midlands -20 184 £477 +0.42% 85
East of England -12 140 £500 -0.50% 119
North East -1 94 £425 -18.27% 57
East Midlands -10 47 £469 +11.61% 46
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
1 261 (5.52%) Apache Airflow
2 239 (5.06%) Apache Spark
3 189 (4.00%) Apache
4 138 (2.92%) Confluence
5 52 (1.10%) Jupyter
6 39 (0.83%) SharePoint
7 34 (0.72%) SAS
8 28 (0.59%) OpenStack
9 21 (0.44%) Palantir Foundry
10 20 (0.42%) ArcGIS
11 17 (0.36%) nginx
12 13 (0.28%) IIS
13 8 (0.17%) CMS
13 8 (0.17%) WebSphere
14 7 (0.15%) Apache Superset
14 7 (0.15%) Tomcat
15 5 (0.11%) Apache Solr
15 5 (0.11%) Camunda
15 5 (0.11%) CICS
15 5 (0.11%) WebSphere Application Server
Applications
1 97 (2.05%) Microsoft Excel
2 26 (0.55%) Chatbot
3 24 (0.51%) Microsoft Office
4 19 (0.40%) Spreadsheet
5 17 (0.36%) Microsoft PowerPoint
6 16 (0.34%) CPLEX
7 13 (0.28%) MS Visio
8 3 (0.063%) Microsoft Project
9 2 (0.042%) Navisworks
9 2 (0.042%) Revit
10 1 (0.021%) Adobe Creative Suite
10 1 (0.021%) CINEMA 4D
10 1 (0.021%) Houdini
10 1 (0.021%) Mozilla Thunderbird
10 1 (0.021%) OrCAD
10 1 (0.021%) Simulink
10 1 (0.021%) SPSS
10 1 (0.021%) Weka
10 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 1,798 (38.04%) AWS
2 1,649 (34.88%) Azure
3 717 (15.17%) GCP
4 580 (12.27%) GitHub
5 427 (9.03%) Power Platform
6 402 (8.50%) Serverless
7 377 (7.98%) Azure DevOps
8 355 (7.51%) GitHub Actions
9 333 (7.04%) Amazon S3
10 301 (6.37%) AWS Lambda
11 266 (5.63%) Snowflake
12 207 (4.38%) Azure Data Factory
13 206 (4.36%) dbt
14 148 (3.13%) Amazon CloudWatch
15 141 (2.98%) Amazon EKS
15 141 (2.98%) AWS CloudFormation
16 124 (2.62%) Azure Synapse Analytics
17 119 (2.52%) Entra ID
18 115 (2.43%) Amazon EC2
19 106 (2.24%) SaaS
Communications & Networking
1 254 (5.37%) Firewall
2 188 (3.98%) DNS
3 147 (3.11%) TCP/IP
4 119 (2.52%) BGP
5 116 (2.45%) Network Security
6 115 (2.43%) VPN
7 105 (2.22%) WAN
8 77 (1.63%) DHCP
9 66 (1.40%) OSPF
10 57 (1.21%) SD-WAN
11 53 (1.12%) VLAN
12 52 (1.10%) HTTP
13 51 (1.08%) VXLAN
14 47 (0.99%) BIG-IP
15 42 (0.89%) F5 BIG-IP LTM
15 42 (0.89%) SSL
16 40 (0.85%) Ethernet VPN
17 38 (0.80%) SNMP
18 37 (0.78%) MPLS
19 31 (0.66%) Internet
Database & Business Intelligence
1 392 (8.29%) Power BI
2 287 (6.07%) Data Warehouse
3 273 (5.78%) PostgreSQL
4 193 (4.08%) SQL Server
5 176 (3.72%) Tableau
6 174 (3.68%) Metadata
7 158 (3.34%) Relational Database
8 153 (3.24%) Data Lake
9 145 (3.07%) NoSQL
10 143 (3.03%) BigQuery
11 120 (2.54%) Amazon Redshift
12 111 (2.35%) Big Data
13 108 (2.28%) Amazon Athena
14 106 (2.24%) Delta Lake
15 103 (2.18%) Amazon RDS
16 94 (1.99%) MongoDB
17 83 (1.76%) DynamoDB
18 70 (1.48%) MySQL
19 65 (1.38%) Redis
20 52 (1.10%) Snowflake Schema
Development Applications
1 597 (12.63%) Git
2 416 (8.80%) Jenkins
3 381 (8.06%) GitLab
4 241 (5.10%) JIRA
5 79 (1.67%) Selenium
6 44 (0.93%) JMeter
7 43 (0.91%) MLflow
8 42 (0.89%) Postman
9 38 (0.80%) SonarQube
10 35 (0.74%) Bitbucket
11 28 (0.59%) Artifactory
11 28 (0.59%) Claude Code
11 28 (0.59%) Cucumber
11 28 (0.59%) Gatling
12 27 (0.57%) Maven
13 26 (0.55%) Sonatype Nexus
14 24 (0.51%) Cypress.io
14 24 (0.51%) LoadRunner
15 21 (0.44%) REST Assured
16 17 (0.36%) JUnit
General
1 1,063 (22.49%) Social Skills
2 1,030 (21.79%) Finance
3 724 (15.32%) Analytical Skills
4 469 (9.92%) Public Sector
5 382 (8.08%) Banking
6 170 (3.60%) Front Office
7 105 (2.22%) Investment Banking
8 97 (2.05%) Retail
9 96 (2.03%) Inclusion and Diversity
10 91 (1.93%) Documentation Skills
11 80 (1.69%) Marketing
12 71 (1.50%) Telecoms
13 47 (0.99%) Aerospace
13 47 (0.99%) Pharmaceutical
14 44 (0.93%) Military
15 42 (0.89%) Legal
16 41 (0.87%) Financial Institution
17 38 (0.80%) Publishing
18 35 (0.74%) Law
19 33 (0.70%) Influencing Skills
Job Titles
1 786 (16.63%) Senior
2 742 (15.70%) Developer
3 695 (14.70%) Data Engineer
4 433 (9.16%) Lead
5 389 (8.23%) Python Developer
6 293 (6.20%) Python Engineer
7 279 (5.90%) DevOps Engineer
8 249 (5.27%) Software Engineer
9 248 (5.25%) Analyst
10 243 (5.14%) Architect
11 216 (4.57%) Artificial Intelligence Engineer
12 181 (3.83%) AWS Engineer
13 160 (3.38%) Data Scientist
14 152 (3.22%) Platform Engineer
14 152 (3.22%) Senior Developer
15 150 (3.17%) Senior Data Engineer
16 149 (3.15%) Cloud Engineer
17 138 (2.92%) Azure Engineer
18 119 (2.52%) Data Analyst
19 115 (2.43%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,131 (23.93%) Terraform
2 411 (8.69%) REST
3 336 (7.11%) PySpark
4 309 (6.54%) Kafka
5 272 (5.75%) React
6 215 (4.55%) .NET
7 173 (3.66%) JSON
8 172 (3.64%) Django
9 165 (3.49%) FastAPI
10 157 (3.32%) RESTful
11 151 (3.19%) Pandas
12 145 (3.07%) Node.js
13 112 (2.37%) LangChain
14 109 (2.31%) pytest
15 102 (2.16%) HTML
16 101 (2.14%) PyTorch
17 99 (2.09%) YAML
18 97 (2.05%) Flask
19 91 (1.93%) CSS
19 91 (1.93%) OAuth
Miscellaneous
1 659 (13.94%) Cloud Native
2 264 (5.58%) Distributed Systems
3 200 (4.23%) AI Agents
4 193 (4.08%) Onboarding
5 147 (3.11%) Data Centre
6 141 (2.98%) Product Ownership
7 121 (2.56%) Legacy Systems
8 116 (2.45%) Algorithms
9 111 (2.35%) Data Structures
9 111 (2.35%) Hybrid Cloud
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 (1.38%) Enterprise Software
17 58 (1.23%) Public Cloud
18 57 (1.21%) PKI
19 49 (1.04%) Self-Motivation
Operating Systems
1 621 (13.14%) Linux
2 303 (6.41%) Windows
3 199 (4.21%) Unix
4 125 (2.64%) 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 1,868 (39.52%) CI/CD
2 1,379 (29.17%) DevOps
3 1,222 (25.85%) AI
4 1,048 (22.17%) Agile
5 992 (20.99%) Infrastructure as Code
6 970 (20.52%) Analytics
7 852 (18.02%) Data Pipeline
8 794 (16.80%) Problem-Solving
9 741 (15.68%) Software Engineering
10 700 (14.81%) Machine Learning
11 685 (14.49%) Data Engineering
12 639 (13.52%) Containerisation
13 618 (13.07%) Data Modelling
14 582 (12.31%) Observability
15 550 (11.64%) ETL
16 524 (11.09%) Test Automation
17 521 (11.02%) Continuous Improvement
18 491 (10.39%) Data Science
19 484 (10.24%) Validation
20 460 (9.73%) Business Intelligence
Programming Languages
1 1,584 (33.51%) SQL
2 712 (15.06%) Java
3 673 (14.24%) PowerShell
4 649 (13.73%) Bash
5 369 (7.81%) JavaScript
6 304 (6.43%) TypeScript
7 272 (5.75%) C#
8 161 (3.41%) Go
9 134 (2.83%) R
10 120 (2.54%) Bicep
11 119 (2.52%) C++
12 110 (2.33%) Shell Script
13 109 (2.31%) Scala
14 68 (1.44%) Perl
15 54 (1.14%) Data Analysis Expressions
15 54 (1.14%) Groovy
16 52 (1.10%) PL/SQL
17 51 (1.08%) C
17 51 (1.08%) Rust
18 44 (0.93%) Ruby
Qualifications
1 1,097 (23.21%) Security Cleared
2 891 (18.85%) SC Cleared
3 381 (8.06%) Degree
4 184 (3.89%) 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 81 (1.71%) Cisco Certification
11 64 (1.35%) Master's Degree
12 44 (0.93%) CCNP
13 43 (0.91%) Microsoft Certification
14 34 (0.72%) PhD
15 30 (0.63%) CISM
15 30 (0.63%) VMware Certified Professional (VCP)
16 27 (0.57%) CCIE
17 26 (0.55%) AWS Certified Solutions Architect
18 24 (0.51%) DBS Check
19 21 (0.44%) ISTQB
Quality Assurance & Compliance
1 519 (10.98%) Data Quality
2 247 (5.23%) QA
3 105 (2.22%) NIST
4 96 (2.03%) GDPR
4 96 (2.03%) ISO/IEC 27001
5 72 (1.52%) 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 24 (0.51%) PCI DSS
12 13 (0.28%) 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%) IFRS
System Software
1 808 (17.09%) Docker
2 144 (3.05%) Active Directory
3 109 (2.31%) 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 (0.28%) NFS
10 13 (0.28%) 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 5 (0.11%) Slurm Workload Manager
17 4 (0.085%) Ceph
17 4 (0.085%) Dovecot
17 4 (0.085%) HDFS
Systems Management
1 924 (19.55%) Kubernetes
2 552 (11.68%) Ansible
3 275 (5.82%) Grafana
4 207 (4.38%) Prometheus
5 78 (1.65%) Puppet
6 67 (1.42%) 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%) Kibana
13 22 (0.47%) Nagios
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 (12.82%) Microsoft
2 481 (10.18%) Databricks
3 281 (5.94%) Google
4 212 (4.48%) Oracle
5 191 (4.04%) Splunk
6 142 (3.00%) VMware
7 132 (2.79%) Cisco
8 118 (2.50%) OpenAI
8 118 (2.50%) ServiceNow
9 95 (2.01%) Dynatrace
10 85 (1.80%) Red Hat
11 80 (1.69%) F5
12 79 (1.67%) IBM
13 76 (1.61%) Palo Alto
14 65 (1.38%) CyberArk
14 65 (1.38%) Fortinet
15 64 (1.35%) Informatica
16 57 (1.21%) SAP
17 53 (1.12%) Foundry
18 50 (1.06%) Arista