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

6 months to
21 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 10
Rank change year-on-year -3 0 +2
Contract jobs citing Python 4,778 3,625 3,653
As % of all contract jobs in England 10.36% 13.14% 11.13%
As % of the Programming Languages category 40.09% 40.01% 34.17%
Number of daily rates quoted 3,124 2,409 2,589
10th Percentile £375 £363 £375
25th Percentile £450 £435 £469
Median daily rate (50th Percentile) £550 £530 £600
Median % change year-on-year +3.77% -11.59% -0.08%
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 73 88
10th Percentile £33.51 £32.07 £24.28
25th Percentile £43.81 £36.25 £46.23
Median hourly rate £63.48 £50.00 £69.38
Median % change year-on-year +26.96% -27.93% +6.73%
75th Percentile £80.00 £58.75 £74.00
90th Percentile £92.11 £83.00 £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 11,919 9,060 10,690
As % of all contract IT jobs advertised in England 25.85% 32.85% 32.58%
Number of daily rates quoted 7,704 6,114 7,299
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 £528
% change year-on-year +3.47% -4.27% -4.09%
Number of hourly rates quoted 521 257 309
10th Percentile £26.85 £31.25 £30.00
25th Percentile £51.25 £42.25 £49.25
Median hourly rate £65.00 £56.00 £65.00
Median % change year-on-year +16.07% -13.85% -
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.00 £79.25 £80.00
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 21 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 21 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 21 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 2,822 £575 - 7,721
North of England 0 736 £500 +5.15% 1,093
South East -5 456 £543 +8.50% 1,166
Yorkshire -2 376 £500 - 343
North West 0 283 £525 +11.94% 620
South West -2 279 £550 +4.76% 642
Midlands -23 218 £500 +5.26% 513
West Midlands -24 176 £500 - 304
East of England -14 149 £484 -7.86% 721
North East -5 87 £425 -8.11% 135
East Midlands -16 42 £475 +15.85% 208
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
1 251 (5.25%) Apache Airflow
2 240 (5.02%) Apache Spark
3 189 (3.96%) Apache
4 136 (2.85%) Confluence
5 53 (1.11%) Jupyter
6 47 (0.98%) SharePoint
7 33 (0.69%) SAS
8 29 (0.61%) 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 (0.13%) Microsoft Exchange
13 6 (0.13%) WebSphere
14 5 (0.10%) Apache Solr
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
15 4 (0.084%) Apache Superset
Applications
1 89 (1.86%) Microsoft Excel
2 28 (0.59%) Chatbot
3 22 (0.46%) Microsoft Office
4 17 (0.36%) 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 (0.38%) Aladdin
3 17 (0.36%) 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 (0.13%) NetSuite
7 6 (0.13%) Summit
8 5 (0.10%) Sage X3
9 4 (0.084%) Oracle ERP
9 4 (0.084%) Salesforce CRM
10 3 (0.063%) Endur
10 3 (0.063%) Oracle EBS
10 3 (0.063%) Payment Gateway
10 3 (0.063%) 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 1,788 (37.42%) AWS
2 1,639 (34.30%) Azure
3 745 (15.59%) GCP
4 608 (12.72%) GitHub
5 415 (8.69%) Serverless
6 410 (8.58%) Power Platform
7 370 (7.74%) Azure DevOps
8 366 (7.66%) GitHub Actions
9 330 (6.91%) Amazon S3
10 301 (6.30%) AWS Lambda
11 279 (5.84%) Snowflake
12 214 (4.48%) dbt
13 195 (4.08%) Azure Data Factory
14 160 (3.35%) Amazon CloudWatch
15 148 (3.10%) Entra ID
16 143 (2.99%) Amazon EKS
16 143 (2.99%) AWS CloudFormation
17 120 (2.51%) Amazon EC2
18 114 (2.39%) Azure Synapse Analytics
19 111 (2.32%) SaaS
Communications & Networking
1 260 (5.44%) Firewall
2 179 (3.75%) DNS
3 148 (3.10%) TCP/IP
4 137 (2.87%) Network Security
5 118 (2.47%) BGP
6 116 (2.43%) VPN
7 107 (2.24%) WAN
8 77 (1.61%) DHCP
9 67 (1.40%) OSPF
10 66 (1.38%) SD-WAN
11 56 (1.17%) BIG-IP
12 51 (1.07%) VLAN
13 50 (1.05%) VXLAN
14 49 (1.03%) F5 BIG-IP LTM
15 47 (0.98%) HTTP
16 46 (0.96%) SSL
17 42 (0.88%) Ethernet VPN
18 37 (0.77%) Wireless
19 36 (0.75%) MPLS
20 34 (0.71%) Broadband
Database & Business Intelligence
1 370 (7.74%) Power BI
2 290 (6.07%) Data Warehouse
3 267 (5.59%) PostgreSQL
4 184 (3.85%) Metadata
5 179 (3.75%) SQL Server
6 162 (3.39%) Relational Database
7 157 (3.29%) BigQuery
7 157 (3.29%) Data Lake
7 157 (3.29%) Tableau
8 144 (3.01%) NoSQL
9 112 (2.34%) Amazon Redshift
10 111 (2.32%) Amazon RDS
10 111 (2.32%) Big Data
11 108 (2.26%) Delta Lake
12 106 (2.22%) Amazon Athena
13 88 (1.84%) MongoDB
14 86 (1.80%) DynamoDB
15 78 (1.63%) MySQL
16 65 (1.36%) Redis
17 50 (1.05%) Snowflake Schema
Development Applications
1 663 (13.88%) Git
2 415 (8.69%) Jenkins
3 401 (8.39%) GitLab
4 260 (5.44%) JIRA
5 96 (2.01%) Selenium
6 48 (1.00%) Postman
7 47 (0.98%) JMeter
8 44 (0.92%) SonarQube
9 40 (0.84%) Bitbucket
10 39 (0.82%) MLflow
11 37 (0.77%) Claude Code
12 30 (0.63%) Artifactory
12 30 (0.63%) Cucumber
13 28 (0.59%) Sonatype Nexus
14 27 (0.57%) Maven
15 24 (0.50%) LoadRunner
16 23 (0.48%) Gatling
17 22 (0.46%) Cypress.io
17 22 (0.46%) REST Assured
18 19 (0.40%) Atlassian Bamboo
General
1 1,120 (23.44%) Social Skills
2 1,057 (22.12%) Finance
3 742 (15.53%) Analytical Skills
4 449 (9.40%) Public Sector
5 413 (8.64%) Banking
6 157 (3.29%) Front Office
7 109 (2.28%) Investment Banking
8 101 (2.11%) Retail
9 92 (1.93%) Inclusion and Diversity
10 87 (1.82%) Marketing
11 82 (1.72%) Documentation Skills
12 75 (1.57%) Telecoms
13 52 (1.09%) Aerospace
13 52 (1.09%) Military
14 44 (0.92%) Law
14 44 (0.92%) Pharmaceutical
15 37 (0.77%) Financial Institution
16 36 (0.75%) Influencing Skills
16 36 (0.75%) Legal
17 35 (0.73%) Publishing
Job Titles
1 841 (17.60%) Senior
2 731 (15.30%) Developer
3 700 (14.65%) Data Engineer
4 434 (9.08%) Lead
5 373 (7.81%) Python Developer
6 297 (6.22%) Python Engineer
7 289 (6.05%) DevOps Engineer
8 253 (5.30%) Artificial Intelligence Engineer
9 251 (5.25%) Analyst
10 241 (5.04%) Software Engineer
11 224 (4.69%) Architect
12 183 (3.83%) AWS Engineer
13 169 (3.54%) Senior Data Engineer
14 162 (3.39%) Senior Developer
15 159 (3.33%) Cloud Engineer
16 157 (3.29%) Data Scientist
17 153 (3.20%) Platform Engineer
18 147 (3.08%) Azure Engineer
19 135 (2.83%) Network Engineer
20 117 (2.45%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,190 (24.91%) Terraform
2 438 (9.17%) REST
3 325 (6.80%) PySpark
4 306 (6.40%) Kafka
5 265 (5.55%) React
6 224 (4.69%) .NET
7 174 (3.64%) JSON
8 173 (3.62%) Django
9 170 (3.56%) FastAPI
10 161 (3.37%) RESTful
11 135 (2.83%) Node.js
12 134 (2.80%) Pandas
13 131 (2.74%) LangChain
14 127 (2.66%) pytest
15 107 (2.24%) OAuth
16 101 (2.11%) HTML
17 100 (2.09%) Flask
18 95 (1.99%) PyTorch
19 94 (1.97%) YAML
20 91 (1.90%) LangGraph
Miscellaneous
1 680 (14.23%) Cloud Native
2 248 (5.19%) Distributed Systems
3 239 (5.00%) AI Agents
4 211 (4.42%) Onboarding
5 145 (3.03%) Data Centre
6 135 (2.83%) Product Ownership
7 123 (2.57%) Data Structures
8 120 (2.51%) Legacy Systems
9 114 (2.39%) Algorithms
10 104 (2.18%) Hybrid Cloud
11 92 (1.93%) Enterprise Software
12 89 (1.86%) Management Information System
13 83 (1.74%) Data Protection Act
13 83 (1.74%) Security Posture
14 81 (1.70%) Derivative
15 73 (1.53%) Equities
16 68 (1.42%) Public Cloud
17 63 (1.32%) PKI
18 56 (1.17%) Self-Motivation
19 53 (1.11%) Replication
Operating Systems
1 642 (13.44%) Linux
2 313 (6.55%) Windows
3 203 (4.25%) Unix
4 139 (2.91%) Red Hat Enterprise Linux
5 84 (1.76%) 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 (0.13%) Embedded Linux
13 4 (0.084%) Debian
13 4 (0.084%) Windows Server 2008
Processes & Methodologies
1 1,976 (41.36%) CI/CD
2 1,394 (29.18%) DevOps
3 1,315 (27.52%) AI
4 1,082 (22.65%) Infrastructure as Code
5 1,080 (22.60%) Agile
6 965 (20.20%) Analytics
7 855 (17.89%) Data Pipeline
8 784 (16.41%) Software Engineering
9 779 (16.30%) Problem-Solving
10 722 (15.11%) Data Engineering
11 714 (14.94%) Machine Learning
12 656 (13.73%) Containerisation
13 635 (13.29%) Data Modelling
14 634 (13.27%) Observability
15 565 (11.83%) Continuous Improvement
16 559 (11.70%) Test Automation
17 558 (11.68%) ETL
18 541 (11.32%) Validation
19 487 (10.19%) Data Science
20 468 (9.79%) Platform Engineering
Programming Languages
1 1,595 (33.38%) SQL
2 693 (14.50%) Java
3 678 (14.19%) PowerShell
4 657 (13.75%) Bash
5 374 (7.83%) JavaScript
6 306 (6.40%) TypeScript
7 280 (5.86%) C#
8 183 (3.83%) Go
9 125 (2.62%) R
10 119 (2.49%) Shell Script
11 115 (2.41%) Bicep
12 113 (2.37%) C++
13 105 (2.20%) Scala
14 74 (1.55%) Perl
15 55 (1.15%) Data Analysis Expressions
15 55 (1.15%) Groovy
16 51 (1.07%) C
17 50 (1.05%) Rust
18 44 (0.92%) PL/SQL
19 35 (0.73%) T-SQL
Qualifications
1 1,155 (24.17%) Security Cleared
2 924 (19.34%) SC Cleared
3 380 (7.95%) Degree
4 220 (4.60%) DV Cleared
5 140 (2.93%) Azure Certification
6 135 (2.83%) Computer Science Degree
7 128 (2.68%) AWS Certification
8 92 (1.93%) BPSS Clearance
9 91 (1.90%) CISSP
10 78 (1.63%) Cisco Certification
11 62 (1.30%) Master's Degree
12 47 (0.98%) Microsoft Certification
13 38 (0.80%) CCNP
14 35 (0.73%) PhD
15 30 (0.63%) AWS Certified Solutions Architect
15 30 (0.63%) VMware Certified Professional (VCP)
16 29 (0.61%) CISM
17 27 (0.57%) CCIE
18 26 (0.54%) DBS Check
19 22 (0.46%) ISTQB
Quality Assurance & Compliance
1 547 (11.45%) Data Quality
2 280 (5.86%) QA
3 109 (2.28%) NIST
4 96 (2.01%) ISO/IEC 27001
5 84 (1.76%) GDPR
6 71 (1.49%) Accessibility
7 38 (0.80%) SLA
8 35 (0.73%) Actionable Recommendations
9 28 (0.59%) NCSC
10 25 (0.52%) PCI DSS
11 22 (0.46%) WCAG
12 19 (0.40%) SOC 2
13 18 (0.38%) Sarbanes-Oxley
14 13 (0.27%) HIPAA
15 9 (0.19%) ISO 20022
16 8 (0.17%) Cyber Essentials
17 6 (0.13%) Basel III
17 6 (0.13%) California Consumer Privacy Act
17 6 (0.13%) MiFID
17 6 (0.13%) NIST 800
System Software
1 822 (17.20%) Docker
2 157 (3.29%) Active Directory
3 112 (2.34%) VMware Infrastructure
4 60 (1.26%) 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 (0.084%) Ceph
15 4 (0.084%) Dovecot
15 4 (0.084%) HDFS
15 4 (0.084%) PowerHA
Systems Management
1 947 (19.82%) Kubernetes
2 560 (11.72%) Ansible
3 263 (5.50%) Grafana
4 197 (4.12%) Prometheus
5 72 (1.51%) Puppet
6 66 (1.38%) Progress Chef
7 54 (1.13%) Argo
8 36 (0.75%) Single Sign-On
9 28 (0.59%) 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 (0.38%) ZABBIX
14 17 (0.36%) 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 (13.29%) Microsoft
2 494 (10.34%) Databricks
3 316 (6.61%) Google
4 198 (4.14%) Oracle
5 180 (3.77%) Splunk
6 145 (3.03%) VMware
7 137 (2.87%) Cisco
7 137 (2.87%) OpenAI
8 118 (2.47%) ServiceNow
9 92 (1.93%) Dynatrace
10 86 (1.80%) Red Hat
11 85 (1.78%) F5
12 83 (1.74%) Palo Alto
13 79 (1.65%) IBM
14 71 (1.49%) Foundry
15 69 (1.44%) Fortinet
16 63 (1.32%) CyberArk
17 58 (1.21%) Informatica
17 58 (1.21%) SAP
18 48 (1.00%) Arista