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

6 months to
26 Sep 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,830 3,698 3,656
As % of all contract jobs in England 10.37% 13.24% 11.16%
As % of the Programming Languages category 39.92% 40.25% 34.32%
Number of daily rates quoted 3,167 2,455 2,557
10th Percentile £375 £362 £371
25th Percentile £450 £435 £469
Median daily rate (50th Percentile) £550 £530 £590
Median % change year-on-year +3.77% -10.17% -1.67%
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% -4.12%
Number of hourly rates quoted 122 73 89
10th Percentile £36.03 £32.07 £24.60
25th Percentile £45.81 £36.25 £46.25
Median hourly rate £66.50 £50.00 £70.00
Median % change year-on-year +33.00% -28.57% +7.69%
75th Percentile £83.46 £58.75 £74.00
90th Percentile £92.11 £83.25 £81.00
UK median hourly rate £63.14 £50.00 £64.76
% change year-on-year +26.27% -22.79% -0.37%

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 12,100 9,187 10,652
As % of all contract IT jobs advertised in England 25.99% 32.88% 32.53%
Number of daily rates quoted 7,841 6,202 7,188
10th Percentile £363 £348 £353
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £550
Median % change year-on-year +1.94% -6.36% -
75th Percentile £630 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £525 £507 £525
% change year-on-year +3.65% -3.52% -4.55%
Number of hourly rates quoted 514 260 310
10th Percentile £26.51 £31.25 £29.78
25th Percentile £51.25 £42.44 £47.69
Median hourly rate £65.00 £57.00 £65.00
Median % change year-on-year +14.04% -12.31% -
75th Percentile £70.38 £68.00 £70.00
90th Percentile £81.58 £78.75 £79.25
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 26 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 26 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 26 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 2,845 £575 - 6,587
North of England +1 751 £500 +5.26% 1,032
South East -5 457 £545 +9.00% 1,162
Yorkshire -2 382 £500 - 335
North West -1 291 £525 +16.67% 564
South West -4 282 £550 +4.76% 638
Midlands -21 227 £500 +2.46% 508
West Midlands -19 187 £515 +3.05% 312
East of England -18 149 £484 -7.86% 669
North East -4 87 £425 -5.56% 139
East Midlands -19 40 £463 +12.80% 196
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 (5.26%) Apache Airflow
2 246 (5.09%) Apache Spark
3 195 (4.04%) Apache
4 132 (2.73%) Confluence
5 53 (1.10%) Jupyter
6 48 (0.99%) SharePoint
7 33 (0.68%) SAS
8 30 (0.62%) OpenStack
9 22 (0.46%) nginx
9 22 (0.46%) Palantir Foundry
10 21 (0.43%) IIS
11 19 (0.39%) ArcGIS
12 8 (0.17%) CMS
13 7 (0.14%) Tomcat
14 6 (0.12%) Microsoft Exchange
15 5 (0.10%) Apache Solr
15 5 (0.10%) Camunda
15 5 (0.10%) Oracle SOA Suite
15 5 (0.10%) WebSphere
16 4 (0.083%) Apache Superset
Applications
1 85 (1.76%) Microsoft Excel
2 30 (0.62%) Chatbot
3 20 (0.41%) Microsoft Office
4 15 (0.31%) CPLEX
5 13 (0.27%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
6 12 (0.25%) Spreadsheet
7 2 (0.041%) Microsoft Project
7 2 (0.041%) Navisworks
7 2 (0.041%) 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%) Simulink
8 1 (0.021%) SPSS
8 1 (0.021%) Weka
8 1 (0.021%) Zemax
Business Applications
1 23 (0.48%) Remedy ITSM
2 18 (0.37%) Aladdin
3 16 (0.33%) SAP S/4HANA
4 9 (0.19%) Dynamics CRM
5 8 (0.17%) Remedy AR System
6 7 (0.14%) Front Arena
6 7 (0.14%) SAP IBP
7 6 (0.12%) NetSuite
7 6 (0.12%) Summit
8 5 (0.10%) Sage X3
9 4 (0.083%) Oracle EBS
9 4 (0.083%) Oracle ERP
9 4 (0.083%) Salesforce CRM
10 3 (0.062%) Endur
10 3 (0.062%) Payment Gateway
10 3 (0.062%) Teamcenter
11 2 (0.041%) Oracle Assets
11 2 (0.041%) Orchestrade
11 2 (0.041%) SimCorp Dimension
11 2 (0.041%) Workday HCM
Cloud Services
1 1,794 (37.14%) AWS
2 1,648 (34.12%) Azure
3 753 (15.59%) GCP
4 619 (12.82%) GitHub
5 418 (8.65%) Serverless
6 414 (8.57%) Power Platform
7 378 (7.83%) Azure DevOps
8 375 (7.76%) GitHub Actions
9 334 (6.92%) Amazon S3
10 302 (6.25%) AWS Lambda
11 284 (5.88%) Snowflake
12 219 (4.53%) dbt
13 196 (4.06%) Azure Data Factory
14 161 (3.33%) Amazon CloudWatch
15 155 (3.21%) Entra ID
16 147 (3.04%) Amazon EKS
17 142 (2.94%) AWS CloudFormation
18 120 (2.48%) Amazon EC2
19 113 (2.34%) SaaS
20 112 (2.32%) Azure Synapse Analytics
Communications & Networking
1 258 (5.34%) Firewall
2 177 (3.66%) DNS
3 145 (3.00%) TCP/IP
4 142 (2.94%) Network Security
5 118 (2.44%) BGP
6 115 (2.38%) VPN
7 106 (2.19%) WAN
8 75 (1.55%) DHCP
9 67 (1.39%) OSPF
10 66 (1.37%) SD-WAN
11 57 (1.18%) BIG-IP
12 50 (1.04%) VXLAN
13 49 (1.01%) F5 BIG-IP LTM
14 47 (0.97%) VLAN
15 46 (0.95%) HTTP
15 46 (0.95%) SSL
16 43 (0.89%) Ethernet VPN
17 38 (0.79%) MPLS
17 38 (0.79%) Wi-Fi
18 37 (0.77%) Wireless
Database & Business Intelligence
1 372 (7.70%) Power BI
2 295 (6.11%) Data Warehouse
3 275 (5.69%) PostgreSQL
4 181 (3.75%) Metadata
5 178 (3.69%) SQL Server
6 166 (3.44%) Data Lake
6 166 (3.44%) Relational Database
7 164 (3.40%) BigQuery
8 152 (3.15%) Tableau
9 148 (3.06%) NoSQL
10 114 (2.36%) Amazon Redshift
11 112 (2.32%) Big Data
12 109 (2.26%) Delta Lake
13 108 (2.24%) Amazon RDS
14 106 (2.19%) Amazon Athena
15 94 (1.95%) MongoDB
16 87 (1.80%) DynamoDB
17 85 (1.76%) MySQL
18 67 (1.39%) Redis
19 48 (0.99%) Snowflake Schema
Development Applications
1 678 (14.04%) Git
2 422 (8.74%) Jenkins
3 416 (8.61%) GitLab
4 263 (5.45%) JIRA
5 97 (2.01%) Selenium
6 54 (1.12%) Postman
7 52 (1.08%) JMeter
8 43 (0.89%) SonarQube
9 40 (0.83%) Bitbucket
9 40 (0.83%) MLflow
10 39 (0.81%) Claude Code
11 32 (0.66%) Artifactory
11 32 (0.66%) Cucumber
12 29 (0.60%) Sonatype Nexus
13 28 (0.58%) LoadRunner
14 25 (0.52%) Maven
15 24 (0.50%) Gatling
15 24 (0.50%) REST Assured
16 23 (0.48%) Cypress.io
17 20 (0.41%) Zephyr
General
1 1,119 (23.17%) Social Skills
2 1,084 (22.44%) Finance
3 735 (15.22%) Analytical Skills
4 452 (9.36%) Public Sector
5 431 (8.92%) Banking
6 159 (3.29%) Front Office
7 110 (2.28%) Investment Banking
8 103 (2.13%) Retail
9 93 (1.93%) Inclusion and Diversity
10 81 (1.68%) Documentation Skills
11 79 (1.64%) Marketing
11 79 (1.64%) Telecoms
12 54 (1.12%) Military
13 51 (1.06%) Aerospace
14 46 (0.95%) Law
15 43 (0.89%) Pharmaceutical
16 38 (0.79%) Financial Institution
17 34 (0.70%) Influencing Skills
17 34 (0.70%) Legal
18 33 (0.68%) Manufacturing
Job Titles
1 860 (17.81%) Senior
2 743 (15.38%) Developer
3 718 (14.87%) Data Engineer
4 443 (9.17%) Lead
5 377 (7.81%) Python Developer
6 300 (6.21%) Python Engineer
7 298 (6.17%) DevOps Engineer
8 263 (5.45%) Artificial Intelligence Engineer
9 250 (5.18%) Analyst
10 242 (5.01%) Software Engineer
11 216 (4.47%) Architect
12 184 (3.81%) AWS Engineer
13 169 (3.50%) Senior Data Engineer
14 164 (3.40%) Senior Developer
15 158 (3.27%) Cloud Engineer
15 158 (3.27%) Data Scientist
16 157 (3.25%) Platform Engineer
17 151 (3.13%) Azure Engineer
18 136 (2.82%) Network Engineer
19 128 (2.65%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,213 (25.11%) Terraform
2 453 (9.38%) REST
3 327 (6.77%) PySpark
4 317 (6.56%) Kafka
5 271 (5.61%) React
6 219 (4.53%) .NET
7 179 (3.71%) Django
8 176 (3.64%) FastAPI
9 171 (3.54%) JSON
10 168 (3.48%) RESTful
11 135 (2.80%) LangChain
12 131 (2.71%) Node.js
12 131 (2.71%) Pandas
12 131 (2.71%) pytest
13 110 (2.28%) OAuth
14 105 (2.17%) Flask
15 100 (2.07%) HTML
16 95 (1.97%) LangGraph
17 94 (1.95%) PyTorch
18 92 (1.90%) YAML
Miscellaneous
1 700 (14.49%) Cloud Native
2 250 (5.18%) Distributed Systems
3 246 (5.09%) AI Agents
4 223 (4.62%) Onboarding
5 147 (3.04%) Data Centre
6 136 (2.82%) Product Ownership
7 124 (2.57%) Data Structures
8 123 (2.55%) Legacy Systems
9 113 (2.34%) Algorithms
10 103 (2.13%) Hybrid Cloud
11 97 (2.01%) Enterprise Software
12 90 (1.86%) Management Information System
13 84 (1.74%) Security Posture
14 82 (1.70%) Derivative
15 79 (1.64%) Data Protection Act
16 74 (1.53%) Equities
17 72 (1.49%) Public Cloud
18 66 (1.37%) PKI
19 56 (1.16%) Self-Motivation
20 55 (1.14%) Replication
Operating Systems
1 652 (13.50%) Linux
2 317 (6.56%) Windows
3 210 (4.35%) Unix
4 137 (2.84%) Red Hat Enterprise Linux
5 81 (1.68%) Windows Server
6 42 (0.87%) Ubuntu
7 32 (0.66%) VMS
8 24 (0.50%) CentOS
9 20 (0.41%) Solaris
10 14 (0.29%) AIX
11 13 (0.27%) Android
12 10 (0.21%) Apple iOS
13 9 (0.19%) Mac OS
14 8 (0.17%) Amazon Linux
14 8 (0.17%) Windows 10
14 8 (0.17%) Windows Server 2019
15 7 (0.14%) zOS
16 4 (0.083%) Debian
16 4 (0.083%) Embedded Linux
16 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,016 (41.74%) CI/CD
2 1,416 (29.32%) DevOps
3 1,350 (27.95%) AI
4 1,099 (22.75%) Infrastructure as Code
5 1,089 (22.55%) Agile
6 973 (20.14%) Analytics
7 863 (17.87%) Data Pipeline
8 800 (16.56%) Software Engineering
9 774 (16.02%) Problem-Solving
10 732 (15.16%) Data Engineering
11 722 (14.95%) Machine Learning
12 660 (13.66%) Containerisation
13 648 (13.42%) Data Modelling
14 644 (13.33%) Observability
15 581 (12.03%) Test Automation
16 577 (11.95%) Continuous Improvement
17 570 (11.80%) ETL
18 553 (11.45%) Validation
19 486 (10.06%) Data Science
20 485 (10.04%) Platform Engineering
Programming Languages
1 1,621 (33.56%) SQL
2 688 (14.24%) Java
3 685 (14.18%) PowerShell
4 659 (13.64%) Bash
5 384 (7.95%) JavaScript
6 310 (6.42%) TypeScript
7 275 (5.69%) C#
8 188 (3.89%) Go
9 125 (2.59%) R
10 120 (2.48%) Shell Script
11 116 (2.40%) Bicep
12 108 (2.24%) C++
13 104 (2.15%) Scala
14 73 (1.51%) Perl
15 56 (1.16%) Data Analysis Expressions
16 51 (1.06%) Groovy
17 49 (1.01%) Rust
18 46 (0.95%) C
19 44 (0.91%) PL/SQL
20 37 (0.77%) T-SQL
Qualifications
1 1,175 (24.33%) Security Cleared
2 943 (19.52%) SC Cleared
3 373 (7.72%) Degree
4 226 (4.68%) DV Cleared
5 138 (2.86%) Azure Certification
6 137 (2.84%) Computer Science Degree
7 129 (2.67%) AWS Certification
8 102 (2.11%) BPSS Clearance
9 94 (1.95%) CISSP
10 76 (1.57%) Cisco Certification
11 64 (1.33%) Master's Degree
12 46 (0.95%) Microsoft Certification
13 37 (0.77%) CCNP
14 35 (0.72%) PhD
15 29 (0.60%) CCIE
15 29 (0.60%) CISM
16 28 (0.58%) AWS Certified Solutions Architect
16 28 (0.58%) DBS Check
17 26 (0.54%) Microsoft Certified Professional
17 26 (0.54%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 558 (11.55%) Data Quality
2 291 (6.02%) QA
3 112 (2.32%) NIST
4 99 (2.05%) ISO/IEC 27001
5 80 (1.66%) GDPR
6 70 (1.45%) Accessibility
7 42 (0.87%) SLA
8 36 (0.75%) Actionable Recommendations
9 28 (0.58%) NCSC
10 26 (0.54%) PCI DSS
11 22 (0.46%) WCAG
12 21 (0.43%) SOC 2
13 19 (0.39%) Sarbanes-Oxley
14 15 (0.31%) HIPAA
15 9 (0.19%) ISO 20022
16 7 (0.14%) Basel III
16 7 (0.14%) Cyber Essentials
17 6 (0.12%) MiFID
17 6 (0.12%) NIST 800
18 5 (0.10%) HL7
System Software
1 831 (17.20%) Docker
2 161 (3.33%) Active Directory
3 111 (2.30%) VMware Infrastructure
4 61 (1.26%) Virtual Machines
5 46 (0.95%) Hyper-V
6 31 (0.64%) VMware NSX
7 29 (0.60%) vSphere
8 19 (0.39%) NFS
9 18 (0.37%) VMware ESXi
10 16 (0.33%) Firmware
11 13 (0.27%) Virtual Desktop
12 12 (0.25%) Oracle RAC
13 10 (0.21%) Squid
14 7 (0.14%) Postfix
15 5 (0.10%) HDFS
15 5 (0.10%) KVM
15 5 (0.10%) Slurm Workload Manager
16 4 (0.083%) Ceph
16 4 (0.083%) Dovecot
16 4 (0.083%) PowerHA
Systems Management
1 960 (19.88%) Kubernetes
2 567 (11.74%) Ansible
3 267 (5.53%) Grafana
4 200 (4.14%) Prometheus
5 73 (1.51%) Puppet
6 67 (1.39%) Progress Chef
7 57 (1.18%) Argo
8 37 (0.77%) Single Sign-On
9 29 (0.60%) Kibana
10 27 (0.56%) Control-M
11 25 (0.52%) Istio
12 24 (0.50%) Microsoft Intune
13 21 (0.43%) Packer
14 20 (0.41%) FortiGate
15 17 (0.35%) ZABBIX
16 15 (0.31%) ITRS Geneos
16 15 (0.31%) Nagios
16 15 (0.31%) vCenter Server
17 14 (0.29%) Kustomize
17 14 (0.29%) VxRail
Vendors
1 650 (13.46%) Microsoft
2 505 (10.46%) Databricks
3 328 (6.79%) Google
4 208 (4.31%) Oracle
5 184 (3.81%) Splunk
6 143 (2.96%) VMware
7 141 (2.92%) OpenAI
8 138 (2.86%) Cisco
9 123 (2.55%) ServiceNow
10 94 (1.95%) Dynatrace
11 85 (1.76%) Red Hat
12 84 (1.74%) F5
13 82 (1.70%) Palo Alto
14 81 (1.68%) IBM
15 70 (1.45%) Foundry
16 69 (1.43%) Fortinet
17 67 (1.39%) CyberArk
18 57 (1.18%) Informatica
18 57 (1.18%) SAP
19 47 (0.97%) Arista