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

6 months to
16 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 10
Rank change year-on-year -3 0 +2
Contract jobs citing Python 4,804 3,639 3,596
As % of all contract jobs in England 10.42% 13.11% 11.00%
As % of the Programming Languages category 40.17% 40.12% 33.87%
Number of daily rates quoted 3,138 2,434 2,561
10th Percentile £375 £360 £373
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £536 £593
Median % change year-on-year +2.61% -9.54% -1.25%
75th Percentile £650 £650 £725
90th Percentile £750 £788 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -4.17%
Number of hourly rates quoted 128 73 88
10th Percentile £35.44 £31.32 £24.28
25th Percentile £44.89 £36.00 £46.23
Median hourly rate £63.48 £50.00 £69.38
Median % change year-on-year +26.96% -27.93% +6.73%
75th Percentile £80.75 £58.75 £74.00
90th Percentile £92.11 £83.00 £79.13
UK median hourly rate £63.14 £50.00 £62.50
% change year-on-year +26.27% -20.00% -3.85%

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 11,959 9,070 10,616
As % of all contract IT jobs advertised in England 25.94% 32.67% 32.47%
Number of daily rates quoted 7,738 6,143 7,288
10th Percentile £363 £345 £353
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 £501 £525
% change year-on-year +3.90% -4.67% -4.55%
Number of hourly rates quoted 501 260 304
10th Percentile £28.50 £31.25 £30.73
25th Percentile £51.25 £42.25 £50.94
Median hourly rate £65.00 £55.50 £65.00
Median % change year-on-year +17.12% -14.62% +0.78%
75th Percentile £70.50 £68.00 £70.00
90th Percentile £82.25 £80.00 £79.75
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 16 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 16 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 16 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 2,841 £575 - 7,727
North of England +1 740 £500 +5.04% 1,091
South East -4 457 £543 +8.50% 1,166
Yorkshire -2 387 £500 - 344
South West -3 280 £550 +4.76% 642
North West -3 277 £525 +10.53% 612
Midlands -19 220 £500 +5.26% 520
West Midlands -21 176 £500 - 307
East of England -11 147 £480 -8.57% 736
North East -4 88 £425 -2.86% 137
East Midlands -13 44 £469 +12.95% 212
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
1 254 (5.29%) Apache Airflow
2 235 (4.89%) Apache Spark
3 190 (3.96%) Apache
4 136 (2.83%) Confluence
5 52 (1.08%) Jupyter
6 49 (1.02%) SharePoint
7 33 (0.69%) SAS
8 29 (0.60%) OpenStack
9 21 (0.44%) ArcGIS
9 21 (0.44%) nginx
10 20 (0.42%) IIS
10 20 (0.42%) Palantir Foundry
11 7 (0.15%) CMS
11 7 (0.15%) Tomcat
12 6 (0.12%) Microsoft Exchange
12 6 (0.12%) WebSphere
13 5 (0.10%) Apache Solr
13 5 (0.10%) Apache Superset
13 5 (0.10%) Camunda
13 5 (0.10%) Oracle SOA Suite
Applications
1 92 (1.92%) Microsoft Excel
2 27 (0.56%) Chatbot
3 22 (0.46%) Microsoft Office
4 17 (0.35%) CPLEX
4 17 (0.35%) Spreadsheet
5 13 (0.27%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 2 (0.042%) Microsoft Project
7 2 (0.042%) Navisworks
7 2 (0.042%) Revit
8 1 (0.021%) Adobe Creative Suite
8 1 (0.021%) CINEMA 4D
8 1 (0.021%) Houdini
8 1 (0.021%) Mozilla Thunderbird
8 1 (0.021%) OrCAD
8 1 (0.021%) Simulink
8 1 (0.021%) SPSS
8 1 (0.021%) Weka
8 1 (0.021%) Zemax
Business Applications
1 18 (0.37%) Remedy ITSM
2 17 (0.35%) Aladdin
2 17 (0.35%) SAP S/4HANA
3 9 (0.19%) Dynamics CRM
4 8 (0.17%) Front Arena
4 8 (0.17%) Remedy AR System
5 7 (0.15%) SAP IBP
6 6 (0.12%) NetSuite
6 6 (0.12%) Summit
7 5 (0.10%) Oracle EBS
7 5 (0.10%) Sage X3
8 4 (0.083%) Oracle ERP
8 4 (0.083%) Salesforce CRM
9 3 (0.062%) Endur
9 3 (0.062%) Payment Gateway
9 3 (0.062%) Teamcenter
10 2 (0.042%) Actimize
10 2 (0.042%) Global One
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Workday HCM
Cloud Services
1 1,805 (37.57%) AWS
2 1,640 (34.14%) Azure
3 734 (15.28%) GCP
4 619 (12.89%) GitHub
5 418 (8.70%) Serverless
6 416 (8.66%) Power Platform
7 376 (7.83%) Azure DevOps
8 375 (7.81%) GitHub Actions
9 331 (6.89%) Amazon S3
10 305 (6.35%) AWS Lambda
11 277 (5.77%) Snowflake
12 213 (4.43%) dbt
13 197 (4.10%) Azure Data Factory
14 157 (3.27%) Amazon CloudWatch
15 142 (2.96%) AWS CloudFormation
16 138 (2.87%) Amazon EKS
17 136 (2.83%) Entra ID
18 118 (2.46%) Amazon EC2
19 112 (2.33%) Azure Synapse Analytics
19 112 (2.33%) SaaS
Communications & Networking
1 260 (5.41%) Firewall
2 184 (3.83%) DNS
3 146 (3.04%) TCP/IP
4 132 (2.75%) Network Security
5 118 (2.46%) BGP
6 115 (2.39%) VPN
7 107 (2.23%) WAN
8 77 (1.60%) DHCP
9 68 (1.42%) OSPF
10 63 (1.31%) SD-WAN
11 56 (1.17%) BIG-IP
12 52 (1.08%) VLAN
13 49 (1.02%) F5 BIG-IP LTM
13 49 (1.02%) HTTP
14 47 (0.98%) VXLAN
15 45 (0.94%) SSL
16 39 (0.81%) Ethernet VPN
17 35 (0.73%) MPLS
17 35 (0.73%) Wireless
18 33 (0.69%) Internet
Database & Business Intelligence
1 376 (7.83%) Power BI
2 293 (6.10%) Data Warehouse
3 272 (5.66%) PostgreSQL
4 190 (3.96%) SQL Server
5 181 (3.77%) Metadata
6 164 (3.41%) Relational Database
7 162 (3.37%) Tableau
8 156 (3.25%) Data Lake
9 153 (3.18%) BigQuery
10 146 (3.04%) NoSQL
11 112 (2.33%) Amazon Redshift
12 111 (2.31%) Amazon RDS
13 109 (2.27%) Big Data
14 108 (2.25%) Delta Lake
15 107 (2.23%) Amazon Athena
16 91 (1.89%) MongoDB
17 88 (1.83%) DynamoDB
18 78 (1.62%) MySQL
19 64 (1.33%) Redis
20 49 (1.02%) Snowflake Schema
Development Applications
1 654 (13.61%) Git
2 424 (8.83%) Jenkins
3 398 (8.28%) GitLab
4 254 (5.29%) JIRA
5 94 (1.96%) Selenium
6 46 (0.96%) JMeter
6 46 (0.96%) Postman
7 44 (0.92%) SonarQube
8 38 (0.79%) MLflow
9 37 (0.77%) Bitbucket
9 37 (0.77%) Claude Code
10 34 (0.71%) Artifactory
11 29 (0.60%) Maven
12 28 (0.58%) Cucumber
13 27 (0.56%) Gatling
14 26 (0.54%) Sonatype Nexus
15 24 (0.50%) LoadRunner
16 23 (0.48%) Cypress.io
17 22 (0.46%) REST Assured
18 17 (0.35%) Zephyr
General
1 1,119 (23.29%) Social Skills
2 1,068 (22.23%) Finance
3 731 (15.22%) Analytical Skills
4 459 (9.55%) Public Sector
5 407 (8.47%) Banking
6 160 (3.33%) Front Office
7 109 (2.27%) Investment Banking
8 100 (2.08%) Retail
9 91 (1.89%) Inclusion and Diversity
10 87 (1.81%) Marketing
11 83 (1.73%) Documentation Skills
12 71 (1.48%) Telecoms
13 51 (1.06%) Aerospace
14 50 (1.04%) Military
15 46 (0.96%) Pharmaceutical
16 43 (0.90%) Law
17 39 (0.81%) Financial Institution
18 38 (0.79%) Influencing Skills
19 37 (0.77%) Legal
20 36 (0.75%) Publishing
Job Titles
1 838 (17.44%) Senior
2 735 (15.30%) Developer
3 705 (14.68%) Data Engineer
4 437 (9.10%) Lead
5 380 (7.91%) Python Developer
6 300 (6.24%) Python Engineer
7 294 (6.12%) DevOps Engineer
8 258 (5.37%) Analyst
9 250 (5.20%) Artificial Intelligence Engineer
10 243 (5.06%) Software Engineer
11 229 (4.77%) Architect
12 181 (3.77%) AWS Engineer
13 167 (3.48%) Senior Data Engineer
14 166 (3.46%) Senior Developer
15 157 (3.27%) Cloud Engineer
16 156 (3.25%) Data Scientist
16 156 (3.25%) Platform Engineer
17 140 (2.91%) Azure Engineer
18 133 (2.77%) Network Engineer
19 122 (2.54%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,190 (24.77%) Terraform
2 431 (8.97%) REST
3 327 (6.81%) PySpark
4 307 (6.39%) Kafka
5 268 (5.58%) React
6 231 (4.81%) .NET
7 179 (3.73%) JSON
8 177 (3.68%) Django
9 172 (3.58%) FastAPI
10 161 (3.35%) RESTful
11 139 (2.89%) Pandas
12 136 (2.83%) Node.js
13 126 (2.62%) LangChain
14 120 (2.50%) pytest
15 104 (2.16%) Flask
16 103 (2.14%) OAuth
17 100 (2.08%) HTML
18 96 (2.00%) YAML
19 93 (1.94%) PyTorch
20 88 (1.83%) LangGraph
Miscellaneous
1 682 (14.20%) Cloud Native
2 260 (5.41%) Distributed Systems
3 228 (4.75%) AI Agents
4 205 (4.27%) Onboarding
5 143 (2.98%) Data Centre
6 141 (2.94%) Product Ownership
7 125 (2.60%) Data Structures
8 121 (2.52%) Legacy Systems
9 116 (2.41%) Algorithms
10 111 (2.31%) Hybrid Cloud
11 90 (1.87%) Enterprise Software
11 90 (1.87%) Management Information System
12 88 (1.83%) Data Protection Act
13 86 (1.79%) Derivative
14 78 (1.62%) Security Posture
15 73 (1.52%) Equities
16 66 (1.37%) Public Cloud
17 62 (1.29%) PKI
18 55 (1.14%) Fixed Income
18 55 (1.14%) Replication
Operating Systems
1 642 (13.36%) Linux
2 308 (6.41%) Windows
3 206 (4.29%) Unix
4 139 (2.89%) Red Hat Enterprise Linux
5 81 (1.69%) Windows Server
6 44 (0.92%) Ubuntu
7 31 (0.65%) VMS
8 21 (0.44%) CentOS
9 16 (0.33%) AIX
9 16 (0.33%) Solaris
10 15 (0.31%) Android
11 9 (0.19%) Apple iOS
12 8 (0.17%) Amazon Linux
12 8 (0.17%) Mac OS
12 8 (0.17%) Windows 10
12 8 (0.17%) Windows Server 2019
12 8 (0.17%) zOS
13 6 (0.12%) Embedded Linux
13 6 (0.12%) Rocky
14 5 (0.10%) Debian
Processes & Methodologies
1 1,968 (40.97%) CI/CD
2 1,408 (29.31%) DevOps
3 1,312 (27.31%) AI
4 1,078 (22.44%) Agile
5 1,070 (22.27%) Infrastructure as Code
6 974 (20.27%) Analytics
7 860 (17.90%) Data Pipeline
8 790 (16.44%) Problem-Solving
9 785 (16.34%) Software Engineering
10 716 (14.90%) Data Engineering
10 716 (14.90%) Machine Learning
11 665 (13.84%) Containerisation
12 636 (13.24%) Data Modelling
13 619 (12.89%) Observability
14 562 (11.70%) Continuous Improvement
15 554 (11.53%) ETL
16 552 (11.49%) Test Automation
17 521 (10.85%) Validation
18 492 (10.24%) Data Science
19 473 (9.85%) Platform Engineering
Programming Languages
1 1,615 (33.62%) SQL
2 710 (14.78%) Java
3 682 (14.20%) PowerShell
4 668 (13.91%) Bash
5 383 (7.97%) JavaScript
6 307 (6.39%) TypeScript
7 286 (5.95%) C#
8 171 (3.56%) Go
9 129 (2.69%) R
10 122 (2.54%) Shell Script
11 117 (2.44%) Bicep
12 114 (2.37%) C++
13 107 (2.23%) Scala
14 72 (1.50%) Perl
15 55 (1.14%) Data Analysis Expressions
16 53 (1.10%) Groovy
17 51 (1.06%) C
17 51 (1.06%) Rust
18 47 (0.98%) PL/SQL
19 41 (0.85%) Ruby
Qualifications
1 1,162 (24.19%) Security Cleared
2 933 (19.42%) SC Cleared
3 378 (7.87%) Degree
4 218 (4.54%) DV Cleared
5 137 (2.85%) Computer Science Degree
6 136 (2.83%) Azure Certification
7 123 (2.56%) AWS Certification
8 91 (1.89%) BPSS Clearance
8 91 (1.89%) CISSP
9 79 (1.64%) Cisco Certification
10 56 (1.17%) Master's Degree
11 46 (0.96%) Microsoft Certification
12 39 (0.81%) CCNP
13 34 (0.71%) PhD
14 33 (0.69%) VMware Certified Professional (VCP)
15 31 (0.65%) CISM
16 28 (0.58%) AWS Certified Solutions Architect
17 26 (0.54%) CCIE
18 25 (0.52%) DBS Check
19 23 (0.48%) ISTQB
Quality Assurance & Compliance
1 542 (11.28%) Data Quality
2 270 (5.62%) QA
3 107 (2.23%) NIST
4 92 (1.92%) ISO/IEC 27001
5 89 (1.85%) GDPR
6 70 (1.46%) Accessibility
7 35 (0.73%) SLA
8 34 (0.71%) Actionable Recommendations
9 26 (0.54%) NCSC
10 23 (0.48%) PCI DSS
10 23 (0.48%) WCAG
11 20 (0.42%) Sarbanes-Oxley
12 16 (0.33%) SOC 2
13 13 (0.27%) HIPAA
14 10 (0.21%) ISO 20022
15 8 (0.17%) 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
1 825 (17.17%) Docker
2 154 (3.21%) Active Directory
3 113 (2.35%) VMware Infrastructure
4 59 (1.23%) Virtual Machines
5 46 (0.96%) Hyper-V
6 34 (0.71%) VMware NSX
7 33 (0.69%) vSphere
8 20 (0.42%) VMware ESXi
9 19 (0.40%) Firmware
9 19 (0.40%) NFS
10 12 (0.25%) Oracle RAC
11 11 (0.23%) Virtual Desktop
12 10 (0.21%) Squid
13 7 (0.15%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) Slurm Workload Manager
15 4 (0.083%) Ceph
15 4 (0.083%) Dovecot
15 4 (0.083%) HDFS
15 4 (0.083%) PowerHA
Systems Management
1 955 (19.88%) Kubernetes
2 569 (11.84%) Ansible
3 270 (5.62%) Grafana
4 199 (4.14%) Prometheus
5 77 (1.60%) Puppet
6 70 (1.46%) Progress Chef
7 60 (1.25%) Argo
8 34 (0.71%) Single Sign-On
9 26 (0.54%) Control-M
10 25 (0.52%) Kibana
11 24 (0.50%) Microsoft Intune
12 23 (0.48%) Istio
13 21 (0.44%) vCenter Server
14 19 (0.40%) FortiGate
14 19 (0.40%) Packer
14 19 (0.40%) vRealize
14 19 (0.40%) ZABBIX
15 17 (0.35%) HAProxy
15 17 (0.35%) Nagios
16 16 (0.33%) ITRS Geneos
Vendors
1 630 (13.11%) Microsoft
2 491 (10.22%) Databricks
3 303 (6.31%) Google
4 203 (4.23%) Oracle
5 185 (3.85%) Splunk
6 150 (3.12%) VMware
7 135 (2.81%) Cisco
8 133 (2.77%) OpenAI
9 110 (2.29%) ServiceNow
10 90 (1.87%) Red Hat
11 89 (1.85%) Dynatrace
12 86 (1.79%) F5
13 82 (1.71%) Palo Alto
14 75 (1.56%) IBM
15 68 (1.42%) Fortinet
16 66 (1.37%) Foundry
17 62 (1.29%) CyberArk
18 60 (1.25%) SAP
19 59 (1.23%) Informatica
20 50 (1.04%) Arista