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

6 months to
26 Jun 2026
Same period 2025 Same period 2024
Rank 12 10 14
Rank change year-on-year -2 +4 -2
Contract jobs citing Python 4,612 3,327 3,668
As % of all contract jobs in England 10.63% 13.20% 9.82%
As % of the Programming Languages category 39.68% 38.89% 32.09%
Number of daily rates quoted 3,087 2,343 2,684
10th Percentile £366 £375 £375
25th Percentile £430 £449 £463
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £630 £675 £706
90th Percentile £750 £825 £850
UK median daily rate £525 £538 £560
% change year-on-year -2.33% -4.02% -6.67%
Number of hourly rates quoted 100 51 104
10th Percentile £28.50 £27.50 £22.00
25th Percentile £43.34 £34.33 £46.25
Median hourly rate £55.00 £50.00 £65.00
Median % change year-on-year +10.00% -23.08% -
75th Percentile £74.76 £55.00 £71.88
90th Percentile £85.30 £63.75 £77.50
UK median hourly rate £54.00 £44.75 £62.25
% change year-on-year +20.67% -28.11% -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 11,623 8,554 11,429
As % of all contract IT jobs advertised in England 26.78% 33.94% 30.60%
Number of daily rates quoted 7,579 5,927 8,171
10th Percentile £362 £355 £350
25th Percentile £424 £413 £425
Median daily rate (50th Percentile) £518 £520 £540
Median % change year-on-year -0.48% -3.70% -3.57%
75th Percentile £615 £638 £650
90th Percentile £725 £775 £788
UK median daily rate £510 £510 £525
% change year-on-year - -2.86% -4.55%
Number of hourly rates quoted 516 203 491
10th Percentile £36.25 £28.18 £35.52
25th Percentile £55.38 £35.50 £50.31
Median hourly rate £65.00 £55.00 £64.00
Median % change year-on-year +18.18% -14.06% +2.40%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.38 £84.90 £77.50
UK median hourly rate £65.00 £54.94 £62.50
% change year-on-year +18.32% -12.10% -

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 June 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 June 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 June 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 2,661 £550 -4.35% 1,081
North of England +9 780 £488 +2.63% 340
Yorkshire +2 429 £500 - 95
South East -7 415 £525 +5.00% 571
North West +6 274 £500 +5.26% 188
South West -3 259 £500 -9.09% 193
Midlands -17 235 £477 +3.92% 163
West Midlands -17 188 £475 - 82
East of England -14 128 £500 -0.50% 174
North East +10 89 £450 +5.88% 61
East Midlands -8 46 £497 +10.64% 81
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
1 250 (5.42%) Apache Spark
2 221 (4.79%) Apache Airflow
3 160 (3.47%) Apache
4 131 (2.84%) Confluence
5 50 (1.08%) Jupyter
6 46 (1.00%) SAS
7 45 (0.98%) SharePoint
8 18 (0.39%) Palantir Foundry
9 17 (0.37%) OpenStack
10 14 (0.30%) Microsoft Exchange
11 12 (0.26%) nginx
12 11 (0.24%) ArcGIS
12 11 (0.24%) IIS
13 8 (0.17%) Apache Superset
14 7 (0.15%) Appian
15 6 (0.13%) Camunda
15 6 (0.13%) CICS
15 6 (0.13%) CMS
15 6 (0.13%) Tomcat
16 5 (0.11%) WebSphere
Applications
1 100 (2.17%) Microsoft Excel
2 28 (0.61%) Chatbot
3 24 (0.52%) Microsoft Office
4 20 (0.43%) Microsoft PowerPoint
5 19 (0.41%) MS Visio
6 18 (0.39%) Spreadsheet
7 14 (0.30%) CPLEX
8 4 (0.087%) Microsoft Project
9 2 (0.043%) LaTeX
10 1 (0.022%) OrCAD
10 1 (0.022%) SPSS
10 1 (0.022%) Weka
10 1 (0.022%) Zemax
Business Applications
1 23 (0.50%) Aladdin
2 20 (0.43%) SAP S/4HANA
3 10 (0.22%) Remedy ITSM
4 7 (0.15%) Oracle EBS
4 7 (0.15%) SAP IBP
5 6 (0.13%) Dynamics CRM
5 6 (0.13%) Fidessa
6 5 (0.11%) BambooHR
6 5 (0.11%) NetSuite
7 4 (0.087%) Oracle ERP
7 4 (0.087%) Sage X3
8 3 (0.065%) Bloomberg AIM
8 3 (0.065%) SimCorp Dimension
9 2 (0.043%) Endur
9 2 (0.043%) Front Arena
9 2 (0.043%) Global One
9 2 (0.043%) Oracle Assets
9 2 (0.043%) Orchestrade
9 2 (0.043%) Teamcenter
10 1 (0.022%) SAP APO
Cloud Services
1 1,763 (38.23%) AWS
2 1,592 (34.52%) Azure
3 689 (14.94%) GCP
4 535 (11.60%) GitHub
5 451 (9.78%) Power Platform
6 406 (8.80%) Serverless
7 347 (7.52%) Amazon S3
8 343 (7.44%) Azure DevOps
9 300 (6.50%) AWS Lambda
10 299 (6.48%) GitHub Actions
11 230 (4.99%) Azure Data Factory
12 223 (4.84%) Snowflake
13 185 (4.01%) dbt
14 148 (3.21%) Azure Synapse Analytics
15 140 (3.04%) AWS CloudFormation
16 136 (2.95%) OpenShift
17 128 (2.78%) Amazon CloudWatch
18 127 (2.75%) Amazon EKS
19 106 (2.30%) Amazon EC2
20 96 (2.08%) Entra ID
Communications & Networking
1 208 (4.51%) Firewall
2 138 (2.99%) DNS
3 104 (2.25%) WAN
4 101 (2.19%) BGP
5 96 (2.08%) TCP/IP
6 90 (1.95%) Network Security
7 87 (1.89%) VPN
8 60 (1.30%) OSPF
9 54 (1.17%) BIG-IP
10 49 (1.06%) SD-WAN
11 44 (0.95%) HTTP
12 43 (0.93%) VXLAN
13 40 (0.87%) DHCP
13 40 (0.87%) VLAN
14 37 (0.80%) F5 BIG-IP LTM
15 36 (0.78%) LAN
15 36 (0.78%) MPLS
16 35 (0.76%) SSL
17 33 (0.72%) Ethernet VPN
18 32 (0.69%) SAN
Database & Business Intelligence
1 391 (8.48%) Power BI
2 299 (6.48%) PostgreSQL
3 273 (5.92%) Data Warehouse
4 228 (4.94%) SQL Server
5 183 (3.97%) Data Lake
6 178 (3.86%) Tableau
7 152 (3.30%) Relational Database
8 150 (3.25%) NoSQL
9 137 (2.97%) Metadata
10 122 (2.65%) BigQuery
11 120 (2.60%) Delta Lake
12 119 (2.58%) Amazon Athena
12 119 (2.58%) Amazon Redshift
13 114 (2.47%) Big Data
14 92 (1.99%) MongoDB
15 87 (1.89%) Amazon RDS
16 77 (1.67%) DynamoDB
17 65 (1.41%) MySQL
18 63 (1.37%) Snowflake Schema
19 59 (1.28%) Azure SQL Database
Development Applications
1 533 (11.56%) Git
2 405 (8.78%) Jenkins
3 335 (7.26%) GitLab
4 255 (5.53%) JIRA
5 63 (1.37%) MLflow
6 58 (1.26%) Selenium
7 45 (0.98%) Postman
8 31 (0.67%) Bitbucket
8 31 (0.67%) JMeter
9 29 (0.63%) Artifactory
10 28 (0.61%) Cypress.io
11 27 (0.59%) SonarQube
12 24 (0.52%) Cucumber
12 24 (0.52%) Maven
13 22 (0.48%) Gatling
14 21 (0.46%) Sonatype Nexus
15 20 (0.43%) JUnit
16 19 (0.41%) REST Assured
17 17 (0.37%) Robot Framework
18 14 (0.30%) Zephyr
General
1 1,021 (22.14%) Finance
2 1,018 (22.07%) Social Skills
3 644 (13.96%) Analytical Skills
4 431 (9.35%) Public Sector
5 363 (7.87%) Banking
6 182 (3.95%) Front Office
7 114 (2.47%) Documentation Skills
8 103 (2.23%) Investment Banking
9 84 (1.82%) Inclusion and Diversity
10 77 (1.67%) Retail
11 68 (1.47%) Marketing
12 55 (1.19%) Pharmaceutical
13 51 (1.11%) Telecoms
14 42 (0.91%) Financial Institution
14 42 (0.91%) Legal
15 41 (0.89%) Publishing
16 36 (0.78%) Influencing Skills
17 31 (0.67%) Military
18 30 (0.65%) Presentation Skills
19 26 (0.56%) Manufacturing
Job Titles
1 803 (17.41%) Developer
2 739 (16.02%) Data Engineer
3 693 (15.03%) Senior
4 407 (8.82%) Python Developer
5 357 (7.74%) Lead
6 278 (6.03%) Architect
7 254 (5.51%) DevOps Engineer
7 254 (5.51%) Python Engineer
8 243 (5.27%) Software Engineer
9 237 (5.14%) Analyst
10 220 (4.77%) Artificial Intelligence Engineer
11 182 (3.95%) AWS Engineer
12 177 (3.84%) Data Scientist
13 146 (3.17%) Senior Data Engineer
14 145 (3.14%) Senior Developer
15 144 (3.12%) Azure Engineer
16 128 (2.78%) Cloud Engineer
17 124 (2.69%) Platform Engineer
18 122 (2.65%) Data Analyst
19 114 (2.47%) Security Engineer
Libraries, Frameworks & Software Standards
1 346 (7.50%) REST
2 324 (7.03%) React
3 323 (7.00%) PySpark
4 290 (6.29%) Kafka
5 209 (4.53%) .NET
6 178 (3.86%) Node.js
7 172 (3.73%) Pandas
8 164 (3.56%) RESTful
9 161 (3.49%) JSON
10 155 (3.36%) FastAPI
11 142 (3.08%) PyTorch
12 139 (3.01%) Django
13 119 (2.58%) LangChain
14 103 (2.23%) scikit-learn
15 102 (2.21%) NumPy
16 99 (2.15%) TensorFlow
17 93 (2.02%) Flask
18 90 (1.95%) OAuth
18 90 (1.95%) Spring
18 90 (1.95%) YAML
Miscellaneous
1 615 (13.33%) Cloud Native
2 241 (5.23%) Distributed Systems
3 141 (3.06%) AI Agents
4 137 (2.97%) Onboarding
5 130 (2.82%) Data Centre
6 121 (2.62%) Product Ownership
7 119 (2.58%) Algorithms
8 107 (2.32%) Data Structures
9 103 (2.23%) Legacy Systems
10 101 (2.19%) Data Protection Act
11 99 (2.15%) Hybrid Cloud
12 98 (2.12%) Derivative
13 96 (2.08%) Equities
14 95 (2.06%) Fixed Income
15 87 (1.89%) Management Information System
16 79 (1.71%) Security Posture
17 58 (1.26%) Public Cloud
18 55 (1.19%) Enterprise Software
19 52 (1.13%) Greenfield Project
20 49 (1.06%) Self-Motivation
Operating Systems
1 526 (11.41%) Linux
2 255 (5.53%) Windows
3 180 (3.90%) Unix
4 97 (2.10%) Red Hat Enterprise Linux
5 61 (1.32%) Windows Server
6 39 (0.85%) Ubuntu
7 26 (0.56%) VMS
8 24 (0.52%) AIX
9 23 (0.50%) Android
10 17 (0.37%) CentOS
11 16 (0.35%) Apple iOS
11 16 (0.35%) Solaris
12 11 (0.24%) zOS
13 9 (0.20%) Mac OS
14 7 (0.15%) Debian
14 7 (0.15%) Windows Server 2019
15 6 (0.13%) Rocky
16 5 (0.11%) Amazon Linux
17 3 (0.065%) Oracle Linux
17 3 (0.065%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,740 (37.73%) CI/CD
2 1,289 (27.95%) DevOps
3 1,151 (24.96%) AI
4 1,009 (21.88%) Agile
5 981 (21.27%) Analytics
6 838 (18.17%) Data Pipeline
7 834 (18.08%) Infrastructure as Code
8 807 (17.50%) Problem-Solving
9 714 (15.48%) Machine Learning
10 699 (15.16%) Data Engineering
11 631 (13.68%) Software Engineering
12 629 (13.64%) Containerisation
13 623 (13.51%) Data Modelling
14 599 (12.99%) ETL
15 534 (11.58%) Data Science
16 485 (10.52%) Observability
17 466 (10.10%) Test Automation
18 463 (10.04%) Business Intelligence
19 425 (9.22%) LLM
20 397 (8.61%) Validation
Programming Languages
1 1,562 (33.87%) SQL
2 689 (14.94%) Java
3 560 (12.14%) PowerShell
4 525 (11.38%) Bash
5 378 (8.20%) JavaScript
6 334 (7.24%) TypeScript
7 294 (6.37%) C#
8 182 (3.95%) Go
9 138 (2.99%) R
10 112 (2.43%) Scala
11 107 (2.32%) C++
12 95 (2.06%) Shell Script
13 75 (1.63%) Bicep
14 51 (1.11%) PL/SQL
15 50 (1.08%) Ruby
16 49 (1.06%) C
16 49 (1.06%) Perl
16 49 (1.06%) Rust
17 48 (1.04%) Data Analysis Expressions
17 48 (1.04%) Groovy
Qualifications
1 999 (21.66%) Security Cleared
2 800 (17.35%) SC Cleared
3 366 (7.94%) Degree
4 146 (3.17%) DV Cleared
5 145 (3.14%) Computer Science Degree
6 104 (2.25%) BPSS Clearance
7 97 (2.10%) Azure Certification
8 94 (2.04%) AWS Certification
9 86 (1.86%) CISSP
10 68 (1.47%) Cisco Certification
11 60 (1.30%) Master's Degree
12 44 (0.95%) CCNP
13 36 (0.78%) CISM
14 33 (0.72%) VMware Certified Professional (VCP)
15 32 (0.69%) PhD
16 31 (0.67%) Microsoft Certification
17 28 (0.61%) CCIE
18 23 (0.50%) AWS Certified Solutions Architect
19 21 (0.46%) ISTQB
20 18 (0.39%) DBS Check
Quality Assurance & Compliance
1 472 (10.23%) Data Quality
2 191 (4.14%) QA
3 121 (2.62%) GDPR
4 101 (2.19%) ISO/IEC 27001
5 100 (2.17%) NIST
6 59 (1.28%) Accessibility
7 23 (0.50%) HIPAA
7 23 (0.50%) PCI DSS
7 23 (0.50%) Sarbanes-Oxley
7 23 (0.50%) SLA
8 22 (0.48%) WCAG
9 14 (0.30%) Actionable Recommendations
9 14 (0.30%) NCSC
10 13 (0.28%) SOC 2
11 10 (0.22%) Cyber Essentials
12 9 (0.20%) GRC
13 8 (0.17%) California Consumer Privacy Act
14 7 (0.15%) ISO 20022
15 5 (0.11%) MiFID
15 5 (0.11%) PSD2
System Software
1 736 (15.96%) Docker
2 119 (2.58%) Active Directory
3 86 (1.86%) VMware Infrastructure
4 66 (1.43%) Virtual Machines
5 35 (0.76%) vSphere
6 32 (0.69%) VMware NSX
7 27 (0.59%) Firmware
8 21 (0.46%) Hyper-V
9 16 (0.35%) VMware ESXi
10 13 (0.28%) KVM
10 13 (0.28%) NFS
11 9 (0.20%) Oracle RAC
11 9 (0.20%) Squid
12 8 (0.17%) Virtual Desktop
13 7 (0.15%) Postfix
14 5 (0.11%) Active Directory Lightweight Directory Services
14 5 (0.11%) HDFS
14 5 (0.11%) SRDF
15 4 (0.087%) Slurm Workload Manager
15 4 (0.087%) Varnish
Systems Management
1 1,015 (22.01%) Terraform
2 854 (18.52%) Kubernetes
3 481 (10.43%) Ansible
4 262 (5.68%) Grafana
5 228 (4.94%) Prometheus
6 68 (1.47%) Puppet
7 47 (1.02%) Argo
8 39 (0.85%) Progress Chef
9 31 (0.67%) Istio
9 31 (0.67%) vCenter Server
10 29 (0.63%) Kibana
11 26 (0.56%) Control-M
12 24 (0.52%) Nessus
13 23 (0.50%) vRealize
14 22 (0.48%) Microsoft Intune
15 21 (0.46%) Nagios
15 21 (0.46%) ZABBIX
16 20 (0.43%) HAProxy
17 17 (0.37%) IBM Guardium
17 17 (0.37%) Tivoli
Vendors
1 532 (11.54%) Microsoft
2 489 (10.60%) Databricks
3 253 (5.49%) Google
4 211 (4.58%) Oracle
5 184 (3.99%) Splunk
6 126 (2.73%) OpenAI
7 121 (2.62%) VMware
8 112 (2.43%) Cisco
9 100 (2.17%) Red Hat
10 95 (2.06%) ServiceNow
11 80 (1.73%) F5
12 78 (1.69%) Palo Alto
13 74 (1.60%) Dynatrace
14 69 (1.50%) CyberArk
15 64 (1.39%) Informatica
16 60 (1.30%) IBM
17 55 (1.19%) BeyondTrust
17 55 (1.19%) Foundry
18 53 (1.15%) Fortinet
19 50 (1.08%) Arista