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

6 months to
20 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 10
Rank change year-on-year -3 0 +2
Contract jobs citing Python 4,806 3,653 3,651
As % of all contract jobs in England 10.38% 13.15% 11.08%
As % of the Programming Languages category 40.07% 40.00% 34.06%
Number of daily rates quoted 3,142 2,429 2,584
10th Percentile £375 £363 £375
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £530 £596
Median % change year-on-year +3.77% -11.04% -0.71%
75th Percentile £650 £650 £725
90th Percentile £750 £788 £850
UK median daily rate £537 £525 £575
% change year-on-year +2.29% -8.70% -4.17%
Number of hourly rates quoted 129 74 89
10th Percentile £33.51 £32.30 £24.60
25th Percentile £43.81 £36.25 £46.25
Median hourly rate £63.48 £50.00 £70.00
Median % change year-on-year +26.96% -28.57% +7.69%
75th Percentile £80.00 £58.44 £74.00
90th Percentile £92.11 £82.00 £80.00
UK median hourly rate £61.97 £50.00 £62.50
% change year-on-year +23.95% -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 11,994 9,132 10,718
As % of all contract IT jobs advertised in England 25.90% 32.88% 32.54%
Number of daily rates quoted 7,749 6,167 7,323
10th Percentile £363 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £514 £550
Median % change year-on-year +2.14% -6.55% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £523 £505 £525
% change year-on-year +3.47% -3.81% -4.55%
Number of hourly rates quoted 521 260 308
10th Percentile £26.85 £31.25 £30.35
25th Percentile £51.25 £42.44 £49.81
Median hourly rate £65.00 £56.25 £65.00
Median % change year-on-year +15.56% -13.46% -
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.00 £78.88 £79.42
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +3.17%

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 20 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 20 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 20 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 -4 2,842 £575 - 6,436
North of England +1 737 £500 +4.17% 919
South East -7 456 £543 +8.50% 1,063
Yorkshire -2 378 £500 - 301
North West -2 282 £525 +10.53% 501
South West -2 280 £550 +4.76% 564
Midlands -22 220 £500 +5.26% 442
West Midlands -24 177 £500 - 259
East of England -9 152 £478 -9.05% 636
North East -2 87 £425 -5.56% 121
East Midlands -16 43 £475 +15.85% 183
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
1 252 (5.24%) Apache Airflow
2 240 (4.99%) Apache Spark
3 189 (3.93%) Apache
4 138 (2.87%) Confluence
5 53 (1.10%) Jupyter
6 47 (0.98%) SharePoint
7 33 (0.69%) SAS
8 29 (0.60%) OpenStack
9 21 (0.44%) ArcGIS
9 21 (0.44%) nginx
9 21 (0.44%) Palantir Foundry
10 20 (0.42%) IIS
11 8 (0.17%) CMS
12 7 (0.15%) Tomcat
13 6 (0.12%) Microsoft Exchange
13 6 (0.12%) WebSphere
14 5 (0.10%) Apache Solr
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
15 4 (0.083%) Apache Superset
Applications
1 88 (1.83%) Microsoft Excel
2 28 (0.58%) Chatbot
3 22 (0.46%) Microsoft Office
4 17 (0.35%) Spreadsheet
5 16 (0.33%) CPLEX
6 13 (0.27%) Microsoft PowerPoint
7 12 (0.25%) MS Visio
8 2 (0.042%) 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%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 20 (0.42%) Remedy ITSM
2 18 (0.37%) Aladdin
3 17 (0.35%) SAP S/4HANA
4 9 (0.19%) Dynamics CRM
5 8 (0.17%) Remedy AR System
6 7 (0.15%) Front Arena
6 7 (0.15%) SAP IBP
7 6 (0.12%) NetSuite
7 6 (0.12%) Summit
8 5 (0.10%) Sage X3
9 4 (0.083%) Oracle ERP
9 4 (0.083%) Salesforce CRM
10 3 (0.062%) Endur
10 3 (0.062%) Oracle EBS
10 3 (0.062%) Payment Gateway
10 3 (0.062%) Teamcenter
11 2 (0.042%) Actimize
11 2 (0.042%) Oracle Assets
11 2 (0.042%) SimCorp Dimension
11 2 (0.042%) Workday HCM
Cloud Services
1 1,800 (37.45%) AWS
2 1,651 (34.35%) Azure
3 750 (15.61%) GCP
4 616 (12.82%) GitHub
5 419 (8.72%) Serverless
6 409 (8.51%) Power Platform
7 375 (7.80%) Azure DevOps
7 375 (7.80%) GitHub Actions
8 332 (6.91%) Amazon S3
9 304 (6.33%) AWS Lambda
10 278 (5.78%) Snowflake
11 214 (4.45%) dbt
12 197 (4.10%) Azure Data Factory
13 160 (3.33%) Amazon CloudWatch
14 150 (3.12%) Entra ID
15 144 (3.00%) AWS CloudFormation
16 143 (2.98%) Amazon EKS
17 120 (2.50%) Amazon EC2
18 114 (2.37%) Azure Synapse Analytics
19 112 (2.33%) SaaS
Communications & Networking
1 263 (5.47%) Firewall
2 179 (3.72%) DNS
3 148 (3.08%) TCP/IP
4 138 (2.87%) Network Security
5 120 (2.50%) BGP
6 118 (2.46%) VPN
7 109 (2.27%) WAN
8 77 (1.60%) DHCP
9 68 (1.41%) OSPF
10 66 (1.37%) SD-WAN
11 56 (1.17%) BIG-IP
12 52 (1.08%) VLAN
13 50 (1.04%) VXLAN
14 49 (1.02%) F5 BIG-IP LTM
15 47 (0.98%) HTTP
16 46 (0.96%) SSL
17 42 (0.87%) Ethernet VPN
18 37 (0.77%) Wireless
19 36 (0.75%) MPLS
20 34 (0.71%) Broadband
Database & Business Intelligence
1 369 (7.68%) Power BI
2 289 (6.01%) Data Warehouse
3 268 (5.58%) PostgreSQL
4 184 (3.83%) Metadata
5 181 (3.77%) SQL Server
6 162 (3.37%) Relational Database
7 157 (3.27%) BigQuery
7 157 (3.27%) Data Lake
7 157 (3.27%) Tableau
8 146 (3.04%) NoSQL
9 112 (2.33%) Amazon Redshift
10 111 (2.31%) Amazon RDS
10 111 (2.31%) Big Data
11 108 (2.25%) Amazon Athena
11 108 (2.25%) Delta Lake
12 88 (1.83%) DynamoDB
12 88 (1.83%) MongoDB
13 78 (1.62%) MySQL
14 65 (1.35%) Redis
15 50 (1.04%) Snowflake Schema
Development Applications
1 669 (13.92%) Git
2 421 (8.76%) Jenkins
3 408 (8.49%) GitLab
4 262 (5.45%) JIRA
5 97 (2.02%) Selenium
6 48 (1.00%) Postman
7 47 (0.98%) JMeter
8 44 (0.92%) SonarQube
9 40 (0.83%) Bitbucket
10 39 (0.81%) MLflow
11 37 (0.77%) Claude Code
12 30 (0.62%) Artifactory
12 30 (0.62%) Cucumber
13 28 (0.58%) Sonatype Nexus
14 27 (0.56%) Maven
15 24 (0.50%) Cypress.io
15 24 (0.50%) LoadRunner
16 23 (0.48%) Gatling
16 23 (0.48%) REST Assured
17 19 (0.40%) Zephyr
General
1 1,125 (23.41%) Social Skills
2 1,066 (22.18%) Finance
3 746 (15.52%) Analytical Skills
4 451 (9.38%) Public Sector
5 417 (8.68%) Banking
6 157 (3.27%) Front Office
7 110 (2.29%) Investment Banking
8 101 (2.10%) Retail
9 92 (1.91%) Inclusion and Diversity
10 87 (1.81%) Marketing
11 82 (1.71%) Documentation Skills
12 75 (1.56%) Telecoms
13 52 (1.08%) Aerospace
13 52 (1.08%) Military
14 46 (0.96%) Pharmaceutical
15 44 (0.92%) Law
16 38 (0.79%) Financial Institution
17 36 (0.75%) Influencing Skills
17 36 (0.75%) Legal
18 35 (0.73%) Publishing
Job Titles
1 850 (17.69%) Senior
2 738 (15.36%) Developer
3 701 (14.59%) Data Engineer
4 434 (9.03%) Lead
5 379 (7.89%) Python Developer
6 298 (6.20%) Python Engineer
7 295 (6.14%) DevOps Engineer
8 253 (5.26%) Artificial Intelligence Engineer
9 251 (5.22%) Analyst
10 244 (5.08%) Software Engineer
11 226 (4.70%) Architect
12 183 (3.81%) AWS Engineer
13 171 (3.56%) Senior Data Engineer
14 166 (3.45%) Senior Developer
15 160 (3.33%) Cloud Engineer
16 157 (3.27%) Data Scientist
17 156 (3.25%) Platform Engineer
18 147 (3.06%) Azure Engineer
19 138 (2.87%) Network Engineer
20 118 (2.46%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,202 (25.01%) Terraform
2 439 (9.13%) REST
3 325 (6.76%) PySpark
4 306 (6.37%) Kafka
5 270 (5.62%) React
6 228 (4.74%) .NET
7 176 (3.66%) JSON
8 175 (3.64%) Django
9 171 (3.56%) FastAPI
10 164 (3.41%) RESTful
11 137 (2.85%) Node.js
12 136 (2.83%) Pandas
13 131 (2.73%) LangChain
14 128 (2.66%) pytest
15 109 (2.27%) OAuth
16 103 (2.14%) Flask
17 101 (2.10%) HTML
18 97 (2.02%) YAML
19 95 (1.98%) PyTorch
20 91 (1.89%) LangGraph
Miscellaneous
1 685 (14.25%) Cloud Native
2 250 (5.20%) Distributed Systems
3 239 (4.97%) AI Agents
4 213 (4.43%) Onboarding
5 147 (3.06%) Data Centre
6 136 (2.83%) Product Ownership
7 123 (2.56%) Data Structures
8 122 (2.54%) Legacy Systems
9 114 (2.37%) Algorithms
10 104 (2.16%) Hybrid Cloud
11 93 (1.94%) Enterprise Software
12 90 (1.87%) Management Information System
13 83 (1.73%) Data Protection Act
13 83 (1.73%) Security Posture
14 81 (1.69%) Derivative
15 73 (1.52%) Equities
16 69 (1.44%) Public Cloud
17 63 (1.31%) PKI
18 56 (1.17%) Self-Motivation
19 55 (1.14%) Replication
Operating Systems
1 644 (13.40%) Linux
2 313 (6.51%) Windows
3 204 (4.24%) Unix
4 139 (2.89%) Red Hat Enterprise Linux
5 84 (1.75%) Windows Server
6 44 (0.92%) Ubuntu
7 34 (0.71%) VMS
8 22 (0.46%) CentOS
9 15 (0.31%) AIX
9 15 (0.31%) Android
9 15 (0.31%) Solaris
10 9 (0.19%) Apple iOS
11 8 (0.17%) Amazon Linux
11 8 (0.17%) Mac OS
11 8 (0.17%) Windows 10
11 8 (0.17%) Windows Server 2019
11 8 (0.17%) zOS
12 6 (0.12%) Embedded Linux
13 4 (0.083%) Debian
13 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 1,986 (41.32%) CI/CD
2 1,405 (29.23%) DevOps
3 1,323 (27.53%) AI
4 1,093 (22.74%) Infrastructure as Code
5 1,087 (22.62%) Agile
6 964 (20.06%) Analytics
7 858 (17.85%) Data Pipeline
8 788 (16.40%) Problem-Solving
9 786 (16.35%) Software Engineering
10 722 (15.02%) Data Engineering
11 717 (14.92%) Machine Learning
12 664 (13.82%) Containerisation
13 637 (13.25%) Observability
14 634 (13.19%) Data Modelling
15 568 (11.82%) Continuous Improvement
15 568 (11.82%) Test Automation
16 559 (11.63%) ETL
17 541 (11.26%) Validation
18 489 (10.17%) Data Science
19 474 (9.86%) Platform Engineering
Programming Languages
1 1,605 (33.40%) SQL
2 696 (14.48%) Java
3 685 (14.25%) PowerShell
4 665 (13.84%) Bash
5 378 (7.87%) JavaScript
6 309 (6.43%) TypeScript
7 286 (5.95%) C#
8 183 (3.81%) Go
9 128 (2.66%) R
10 120 (2.50%) Shell Script
11 118 (2.46%) Bicep
12 113 (2.35%) C++
13 105 (2.18%) Scala
14 74 (1.54%) Perl
15 55 (1.14%) Groovy
16 54 (1.12%) Data Analysis Expressions
17 51 (1.06%) C
17 51 (1.06%) Rust
18 44 (0.92%) PL/SQL
19 36 (0.75%) Ruby
Qualifications
1 1,160 (24.14%) Security Cleared
2 929 (19.33%) SC Cleared
3 380 (7.91%) Degree
4 220 (4.58%) DV Cleared
5 144 (3.00%) Azure Certification
6 135 (2.81%) Computer Science Degree
7 129 (2.68%) AWS Certification
8 93 (1.94%) BPSS Clearance
8 93 (1.94%) CISSP
9 79 (1.64%) Cisco Certification
10 62 (1.29%) Master's Degree
11 47 (0.98%) Microsoft Certification
12 39 (0.81%) CCNP
13 35 (0.73%) PhD
14 31 (0.65%) CISM
15 30 (0.62%) AWS Certified Solutions Architect
15 30 (0.62%) VMware Certified Professional (VCP)
16 27 (0.56%) CCIE
17 26 (0.54%) DBS Check
18 23 (0.48%) ISTQB
Quality Assurance & Compliance
1 546 (11.36%) Data Quality
2 283 (5.89%) QA
3 109 (2.27%) NIST
4 97 (2.02%) ISO/IEC 27001
5 86 (1.79%) GDPR
6 71 (1.48%) Accessibility
7 38 (0.79%) SLA
8 35 (0.73%) Actionable Recommendations
9 28 (0.58%) NCSC
10 25 (0.52%) PCI DSS
11 22 (0.46%) WCAG
12 20 (0.42%) Sarbanes-Oxley
13 19 (0.40%) SOC 2
14 15 (0.31%) HIPAA
15 9 (0.19%) ISO 20022
16 8 (0.17%) Cyber Essentials
17 6 (0.12%) Basel III
17 6 (0.12%) California Consumer Privacy Act
17 6 (0.12%) MiFID
17 6 (0.12%) NIST 800
System Software
1 832 (17.31%) Docker
2 158 (3.29%) Active Directory
3 112 (2.33%) VMware Infrastructure
4 60 (1.25%) Virtual Machines
5 47 (0.98%) Hyper-V
6 33 (0.69%) VMware NSX
7 31 (0.65%) vSphere
8 20 (0.42%) Firmware
8 20 (0.42%) VMware ESXi
9 19 (0.40%) NFS
10 13 (0.27%) Virtual Desktop
11 11 (0.23%) Oracle RAC
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
1 957 (19.91%) Kubernetes
2 568 (11.82%) Ansible
3 267 (5.56%) Grafana
4 200 (4.16%) Prometheus
5 76 (1.58%) Puppet
6 70 (1.46%) Progress Chef
7 54 (1.12%) Argo
8 36 (0.75%) Single Sign-On
9 28 (0.58%) Kibana
10 26 (0.54%) Control-M
11 23 (0.48%) Istio
11 23 (0.48%) Microsoft Intune
12 20 (0.42%) FortiGate
12 20 (0.42%) Packer
13 18 (0.37%) ZABBIX
14 17 (0.35%) vCenter Server
15 16 (0.33%) Nagios
15 16 (0.33%) vRealize
16 15 (0.31%) ITRS Geneos
17 14 (0.29%) Kustomize
Vendors
1 635 (13.21%) Microsoft
2 500 (10.40%) Databricks
3 319 (6.64%) Google
4 199 (4.14%) Oracle
5 183 (3.81%) Splunk
6 145 (3.02%) VMware
7 139 (2.89%) Cisco
8 137 (2.85%) OpenAI
9 120 (2.50%) ServiceNow
10 92 (1.91%) Dynatrace
11 86 (1.79%) Red Hat
12 85 (1.77%) F5
13 84 (1.75%) Palo Alto
14 79 (1.64%) IBM
15 71 (1.48%) Fortinet
15 71 (1.48%) Foundry
16 63 (1.31%) CyberArk
17 60 (1.25%) SAP
18 58 (1.21%) Informatica
19 50 (1.04%) Arista