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

6 months to
9 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 12
Rank change year-on-year -3 +2 0
Contract jobs citing Python 4,856 3,621 3,540
As % of all contract jobs in England 10.48% 13.12% 10.86%
As % of the Programming Languages category 40.38% 40.04% 33.68%
Number of daily rates quoted 3,184 2,443 2,551
10th Percentile £375 £361 £375
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £537 £600
Median % change year-on-year +2.42% -10.50% -
75th Percentile £650 £656 £725
90th Percentile £750 £798 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -4.17%
Number of hourly rates quoted 129 74 88
10th Percentile £33.51 £32.30 £24.28
25th Percentile £43.81 £36.25 £46.23
Median hourly rate £63.48 £50.00 £68.75
Median % change year-on-year +26.96% -27.27% +5.77%
75th Percentile £83.00 £58.94 £72.41
90th Percentile £92.11 £84.39 £79.13
UK median hourly rate £63.14 £50.00 £62.25
% change year-on-year +26.27% -19.68% -4.23%

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 12,027 9,043 10,510
As % of all contract IT jobs advertised in England 25.97% 32.77% 32.24%
Number of daily rates quoted 7,780 6,139 7,282
10th Percentile £363 £346 £355
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £550
Median % change year-on-year +2.44% -6.82% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £520 £500 £525
% change year-on-year +4.00% -4.76% -4.55%
Number of hourly rates quoted 500 262 303
10th Percentile £29.81 £31.25 £30.65
25th Percentile £51.25 £42.25 £50.69
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.17%
75th Percentile £70.63 £68.00 £70.00
90th Percentile £82.25 £80.00 £79.83
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +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 September 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 September 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 September 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 2,889 £575 - 4,927
North of England -1 734 £500 +5.26% 698
South East -7 454 £538 +7.50% 840
Yorkshire -1 378 £500 +1.75% 214
South West -2 283 £550 +4.76% 476
North West -1 277 £525 +11.94% 386
Midlands -20 230 £500 +5.26% 339
West Midlands -18 186 £500 +4.71% 178
East of England -9 148 £500 -4.76% 494
North East -3 91 £425 -2.86% 102
East Midlands -16 44 £478 +15.18% 160
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 (5.37%) Apache Airflow
2 245 (5.05%) Apache Spark
3 195 (4.02%) Apache
4 137 (2.82%) Confluence
5 52 (1.07%) Jupyter
6 45 (0.93%) SharePoint
7 35 (0.72%) SAS
8 28 (0.58%) OpenStack
9 22 (0.45%) Palantir Foundry
10 21 (0.43%) ArcGIS
11 20 (0.41%) IIS
12 18 (0.37%) nginx
13 8 (0.16%) CMS
14 7 (0.14%) Apache Superset
14 7 (0.14%) Tomcat
14 7 (0.14%) WebSphere
15 6 (0.12%) Microsoft Exchange
16 5 (0.10%) Apache Solr
16 5 (0.10%) Camunda
16 5 (0.10%) Oracle SOA Suite
Applications
1 99 (2.04%) Microsoft Excel
2 27 (0.56%) Chatbot
3 23 (0.47%) Microsoft Office
4 18 (0.37%) CPLEX
4 18 (0.37%) Spreadsheet
5 16 (0.33%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 3 (0.062%) Microsoft Project
8 2 (0.041%) Navisworks
8 2 (0.041%) 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 18 (0.37%) Remedy ITSM
1 18 (0.37%) SAP S/4HANA
2 17 (0.35%) Aladdin
3 8 (0.16%) Dynamics CRM
3 8 (0.16%) Remedy AR System
4 7 (0.14%) Front Arena
4 7 (0.14%) Oracle EBS
4 7 (0.14%) SAP IBP
5 6 (0.12%) NetSuite
6 5 (0.10%) Sage X3
6 5 (0.10%) Summit
7 4 (0.082%) Oracle ERP
7 4 (0.082%) Salesforce CRM
8 3 (0.062%) Endur
8 3 (0.062%) Payment Gateway
8 3 (0.062%) Teamcenter
9 2 (0.041%) Global One
9 2 (0.041%) Oracle Assets
9 2 (0.041%) SAP ERP
9 2 (0.041%) Workday HCM
Cloud Services
1 1,831 (37.71%) AWS
2 1,678 (34.56%) Azure
3 725 (14.93%) GCP
4 621 (12.79%) GitHub
5 427 (8.79%) Power Platform
6 424 (8.73%) Serverless
7 397 (8.18%) Azure DevOps
8 376 (7.74%) GitHub Actions
9 340 (7.00%) Amazon S3
10 311 (6.40%) AWS Lambda
11 274 (5.64%) Snowflake
12 210 (4.32%) Azure Data Factory
13 209 (4.30%) dbt
14 156 (3.21%) Amazon CloudWatch
15 143 (2.94%) AWS CloudFormation
16 137 (2.82%) Amazon EKS
17 129 (2.66%) Entra ID
18 123 (2.53%) Azure Synapse Analytics
19 117 (2.41%) Amazon EC2
20 116 (2.39%) SaaS
Communications & Networking
1 259 (5.33%) Firewall
2 183 (3.77%) DNS
3 145 (2.99%) TCP/IP
4 127 (2.62%) Network Security
5 118 (2.43%) BGP
6 114 (2.35%) VPN
7 106 (2.18%) WAN
8 78 (1.61%) DHCP
9 67 (1.38%) OSPF
10 62 (1.28%) SD-WAN
11 54 (1.11%) VLAN
12 52 (1.07%) BIG-IP
13 50 (1.03%) HTTP
14 48 (0.99%) VXLAN
15 46 (0.95%) F5 BIG-IP LTM
16 44 (0.91%) SSL
17 36 (0.74%) Ethernet VPN
18 35 (0.72%) SNMP
19 33 (0.68%) MPLS
20 32 (0.66%) Wireless
Database & Business Intelligence
1 387 (7.97%) Power BI
2 294 (6.05%) Data Warehouse
3 274 (5.64%) PostgreSQL
4 197 (4.06%) SQL Server
5 182 (3.75%) Metadata
6 171 (3.52%) Tableau
7 167 (3.44%) Relational Database
8 161 (3.32%) Data Lake
9 150 (3.09%) NoSQL
10 145 (2.99%) BigQuery
11 116 (2.39%) Amazon Redshift
11 116 (2.39%) Big Data
12 114 (2.35%) Delta Lake
13 111 (2.29%) Amazon Athena
14 110 (2.27%) Amazon RDS
15 92 (1.89%) MongoDB
16 88 (1.81%) DynamoDB
17 78 (1.61%) MySQL
18 65 (1.34%) Redis
19 53 (1.09%) Snowflake Schema
Development Applications
1 642 (13.22%) Git
2 416 (8.57%) Jenkins
3 390 (8.03%) GitLab
4 249 (5.13%) JIRA
5 94 (1.94%) Selenium
6 51 (1.05%) JMeter
7 47 (0.97%) Postman
8 44 (0.91%) MLflow
9 42 (0.86%) SonarQube
10 37 (0.76%) Bitbucket
11 32 (0.66%) Claude Code
12 30 (0.62%) Cucumber
13 28 (0.58%) Artifactory
13 28 (0.58%) Gatling
13 28 (0.58%) Maven
14 27 (0.56%) Sonatype Nexus
15 26 (0.54%) LoadRunner
16 24 (0.49%) Cypress.io
17 22 (0.45%) REST Assured
18 17 (0.35%) Zephyr
General
1 1,125 (23.17%) Social Skills
2 1,059 (21.81%) Finance
3 750 (15.44%) Analytical Skills
4 476 (9.80%) Public Sector
5 397 (8.18%) Banking
6 167 (3.44%) Front Office
7 109 (2.24%) Investment Banking
8 102 (2.10%) Retail
9 95 (1.96%) Inclusion and Diversity
10 90 (1.85%) Documentation Skills
11 86 (1.77%) Marketing
12 70 (1.44%) Telecoms
13 51 (1.05%) Aerospace
14 49 (1.01%) Military
15 47 (0.97%) Pharmaceutical
16 42 (0.86%) Law
17 40 (0.82%) Legal
18 39 (0.80%) Financial Institution
18 39 (0.80%) Influencing Skills
19 38 (0.78%) Publishing
Job Titles
1 821 (16.91%) Senior
2 762 (15.69%) Developer
3 721 (14.85%) Data Engineer
4 439 (9.04%) Lead
5 393 (8.09%) Python Developer
6 299 (6.16%) Python Engineer
7 285 (5.87%) DevOps Engineer
8 262 (5.40%) Analyst
9 243 (5.00%) Architect
10 242 (4.98%) Software Engineer
11 232 (4.78%) Artificial Intelligence Engineer
12 186 (3.83%) AWS Engineer
13 165 (3.40%) Data Scientist
14 163 (3.36%) Senior Data Engineer
14 163 (3.36%) Senior Developer
15 156 (3.21%) Cloud Engineer
15 156 (3.21%) Platform Engineer
16 143 (2.94%) Azure Engineer
17 126 (2.59%) Data Analyst
18 125 (2.57%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,170 (24.09%) Terraform
2 427 (8.79%) REST
3 341 (7.02%) PySpark
4 311 (6.40%) Kafka
5 275 (5.66%) React
6 231 (4.76%) .NET
7 182 (3.75%) JSON
8 181 (3.73%) Django
9 172 (3.54%) FastAPI
10 159 (3.27%) RESTful
11 148 (3.05%) Pandas
12 137 (2.82%) Node.js
13 121 (2.49%) LangChain
14 120 (2.47%) pytest
15 106 (2.18%) Flask
16 104 (2.14%) HTML
17 99 (2.04%) YAML
18 98 (2.02%) PyTorch
19 97 (2.00%) OAuth
20 91 (1.87%) CSS
Miscellaneous
1 694 (14.29%) Cloud Native
2 264 (5.44%) Distributed Systems
3 215 (4.43%) AI Agents
4 199 (4.10%) Onboarding
5 143 (2.94%) Product Ownership
6 142 (2.92%) Data Centre
7 125 (2.57%) Legacy Systems
8 122 (2.51%) Algorithms
9 119 (2.45%) Data Structures
10 114 (2.35%) Hybrid Cloud
11 92 (1.89%) Management Information System
12 91 (1.87%) Data Protection Act
13 90 (1.85%) Derivative
14 82 (1.69%) Enterprise Software
15 78 (1.61%) Equities
16 75 (1.54%) Security Posture
17 62 (1.28%) Public Cloud
18 59 (1.21%) PKI
19 58 (1.19%) Fixed Income
20 53 (1.09%) Self-Motivation
Operating Systems
1 636 (13.10%) Linux
2 309 (6.36%) Windows
3 210 (4.32%) Unix
4 135 (2.78%) Red Hat Enterprise Linux
5 82 (1.69%) Windows Server
6 40 (0.82%) Ubuntu
7 30 (0.62%) VMS
8 20 (0.41%) AIX
9 18 (0.37%) CentOS
10 17 (0.35%) Solaris
11 15 (0.31%) Android
12 9 (0.19%) Apple iOS
13 8 (0.16%) Amazon Linux
13 8 (0.16%) Mac OS
13 8 (0.16%) Windows 10
13 8 (0.16%) Windows Server 2019
13 8 (0.16%) zOS
14 6 (0.12%) Embedded Linux
15 5 (0.10%) Debian
16 4 (0.082%) Windows Server 2008
Processes & Methodologies
1 1,965 (40.47%) CI/CD
2 1,420 (29.24%) DevOps
3 1,294 (26.65%) AI
4 1,084 (22.32%) Agile
5 1,050 (21.62%) Infrastructure as Code
6 984 (20.26%) Analytics
7 871 (17.94%) Data Pipeline
8 801 (16.50%) Problem-Solving
9 776 (15.98%) Software Engineering
10 725 (14.93%) Machine Learning
11 719 (14.81%) Data Engineering
12 671 (13.82%) Containerisation
13 644 (13.26%) Data Modelling
14 619 (12.75%) Observability
15 558 (11.49%) Test Automation
16 557 (11.47%) ETL
17 546 (11.24%) Continuous Improvement
18 512 (10.54%) Validation
19 503 (10.36%) Data Science
20 468 (9.64%) Platform Engineering
Programming Languages
1 1,645 (33.88%) SQL
2 719 (14.81%) Java
3 686 (14.13%) PowerShell
4 662 (13.63%) Bash
5 383 (7.89%) JavaScript
6 305 (6.28%) TypeScript
7 289 (5.95%) C#
8 164 (3.38%) Go
9 136 (2.80%) R
10 123 (2.53%) Shell Script
11 121 (2.49%) Bicep
12 119 (2.45%) C++
13 112 (2.31%) Scala
14 72 (1.48%) Perl
15 56 (1.15%) Data Analysis Expressions
16 55 (1.13%) Groovy
17 51 (1.05%) Rust
18 49 (1.01%) C
18 49 (1.01%) PL/SQL
19 46 (0.95%) Ruby
Qualifications
1 1,173 (24.16%) Security Cleared
2 946 (19.48%) SC Cleared
3 384 (7.91%) Degree
4 212 (4.37%) DV Cleared
5 143 (2.94%) Computer Science Degree
6 133 (2.74%) Azure Certification
7 120 (2.47%) AWS Certification
8 93 (1.92%) BPSS Clearance
9 92 (1.89%) CISSP
10 80 (1.65%) Cisco Certification
11 61 (1.26%) Master's Degree
12 43 (0.89%) Microsoft Certification
13 40 (0.82%) CCNP
14 34 (0.70%) PhD
15 32 (0.66%) CISM
15 32 (0.66%) VMware Certified Professional (VCP)
16 28 (0.58%) AWS Certified Solutions Architect
17 26 (0.54%) DBS Check
18 25 (0.51%) CCIE
18 25 (0.51%) ISTQB
Quality Assurance & Compliance
1 549 (11.31%) Data Quality
2 259 (5.33%) QA
3 108 (2.22%) NIST
4 99 (2.04%) ISO/IEC 27001
5 93 (1.92%) GDPR
6 73 (1.50%) Accessibility
7 34 (0.70%) SLA
8 33 (0.68%) Actionable Recommendations
9 28 (0.58%) NCSC
10 26 (0.54%) WCAG
11 22 (0.45%) PCI DSS
11 22 (0.45%) Sarbanes-Oxley
12 16 (0.33%) SOC 2
13 14 (0.29%) HIPAA
14 10 (0.21%) ISO 20022
15 8 (0.16%) Cyber Essentials
16 6 (0.12%) California Consumer Privacy Act
16 6 (0.12%) MiFID
16 6 (0.12%) NIST 800
17 5 (0.10%) HL7
System Software
1 828 (17.05%) Docker
2 154 (3.17%) Active Directory
3 115 (2.37%) VMware Infrastructure
4 59 (1.21%) Virtual Machines
5 46 (0.95%) Hyper-V
6 35 (0.72%) VMware NSX
7 34 (0.70%) vSphere
8 21 (0.43%) Firmware
9 20 (0.41%) VMware ESXi
10 19 (0.39%) NFS
11 11 (0.23%) Oracle RAC
11 11 (0.23%) Virtual Desktop
12 10 (0.21%) Squid
13 7 (0.14%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) PowerHA
14 5 (0.10%) Slurm Workload Manager
15 4 (0.082%) Ceph
15 4 (0.082%) Dovecot
15 4 (0.082%) HDFS
Systems Management
1 950 (19.56%) Kubernetes
2 551 (11.35%) Ansible
3 274 (5.64%) Grafana
4 201 (4.14%) Prometheus
5 75 (1.54%) Puppet
6 69 (1.42%) Progress Chef
7 61 (1.26%) Argo
8 27 (0.56%) Single Sign-On
9 26 (0.54%) Control-M
10 24 (0.49%) Istio
10 24 (0.49%) Kibana
11 21 (0.43%) Microsoft Intune
11 21 (0.43%) vCenter Server
11 21 (0.43%) ZABBIX
12 20 (0.41%) Nagios
13 18 (0.37%) FortiGate
13 18 (0.37%) Packer
13 18 (0.37%) vRealize
14 16 (0.33%) ITRS Geneos
15 15 (0.31%) HAProxy
Vendors
1 634 (13.06%) Microsoft
2 503 (10.36%) Databricks
3 304 (6.26%) Google
4 212 (4.37%) Oracle
5 192 (3.95%) Splunk
6 151 (3.11%) VMware
7 133 (2.74%) Cisco
8 129 (2.66%) OpenAI
9 111 (2.29%) ServiceNow
10 93 (1.92%) Red Hat
11 92 (1.89%) Dynatrace
12 83 (1.71%) F5
13 81 (1.67%) Palo Alto
14 78 (1.61%) IBM
15 69 (1.42%) Fortinet
16 65 (1.34%) CyberArk
17 63 (1.30%) Informatica
18 62 (1.28%) Foundry
19 58 (1.19%) SAP
20 52 (1.07%) Salesforce