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

6 months to
30 Sep 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,815 3,684 3,602
As % of all contract jobs in England 10.34% 13.28% 11.22%
As % of the Programming Languages category 39.81% 40.24% 34.46%
Number of daily rates quoted 3,162 2,442 2,510
10th Percentile £375 £360 £363
25th Percentile £450 £434 £468
Median daily rate (50th Percentile) £550 £525 £588
Median % change year-on-year +4.76% -10.64% -2.08%
75th Percentile £651 £650 £714
90th Percentile £750 £775 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -3.77%
Number of hourly rates quoted 117 72 84
10th Percentile £36.15 £33.91 £27.00
25th Percentile £47.50 £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 £83.62 £58.81 £74.00
90th Percentile £92.11 £84.13 £83.50
UK median hourly rate £63.14 £50.00 £67.02
% change year-on-year +26.27% -25.40% +3.11%

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 12,094 9,156 10,452
As % of all contract IT jobs advertised in England 25.98% 33.00% 32.55%
Number of daily rates quoted 7,840 6,169 7,000
10th Percentile £363 £345 £354
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £545
Median % change year-on-year +1.94% -5.50% -0.91%
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 506 260 299
10th Percentile £26.51 £31.25 £30.40
25th Percentile £51.25 £42.44 £48.50
Median hourly rate £65.00 £57.00 £65.00
Median % change year-on-year +14.04% -12.31% -
75th Percentile £71.00 £67.63 £70.00
90th Percentile £81.13 £76.50 £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 30 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 30 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 30 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 2,844 £575 - 5,472
North of England +1 757 £500 +5.26% 872
South East -5 452 £544 +8.75% 837
Yorkshire -2 384 £500 - 266
North West +1 294 £525 +16.67% 491
South West -4 272 £550 +2.33% 541
Midlands -20 227 £500 +0.81% 397
West Midlands -18 187 £520 +4.00% 254
East of England -16 146 £480 -8.57% 530
North East -1 88 £425 -10.53% 117
East Midlands -16 40 £463 +12.80% 143
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
1 253 (5.25%) Apache Airflow
2 243 (5.05%) Apache Spark
3 193 (4.01%) Apache
4 131 (2.72%) Confluence
5 53 (1.10%) Jupyter
6 49 (1.02%) SharePoint
7 30 (0.62%) OpenStack
7 30 (0.62%) SAS
8 22 (0.46%) nginx
8 22 (0.46%) Palantir Foundry
9 21 (0.44%) IIS
10 19 (0.39%) ArcGIS
11 8 (0.17%) CMS
12 7 (0.15%) Microsoft Exchange
12 7 (0.15%) Tomcat
13 5 (0.10%) Apache Solr
13 5 (0.10%) Camunda
13 5 (0.10%) Oracle SOA Suite
13 5 (0.10%) WebSphere
14 4 (0.083%) Apache Superset
Applications
1 81 (1.68%) Microsoft Excel
2 30 (0.62%) Chatbot
3 20 (0.42%) Microsoft Office
4 15 (0.31%) CPLEX
5 13 (0.27%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 11 (0.23%) Spreadsheet
8 2 (0.042%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
8 2 (0.042%) Simulink
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%) SPSS
9 1 (0.021%) Weka
9 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 (0.15%) Front Arena
7 6 (0.12%) NetSuite
7 6 (0.12%) Summit
8 5 (0.10%) Sage X3
8 5 (0.10%) SAP IBP
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 (0.042%) Oracle Assets
11 2 (0.042%) Orchestrade
11 2 (0.042%) SimCorp Dimension
11 2 (0.042%) Workday HCM
Cloud Services
1 1,794 (37.26%) AWS
2 1,658 (34.43%) Azure
3 763 (15.85%) GCP
4 616 (12.79%) GitHub
5 414 (8.60%) Serverless
6 408 (8.47%) Power Platform
7 375 (7.79%) Azure DevOps
8 370 (7.68%) GitHub Actions
9 335 (6.96%) Amazon S3
10 299 (6.21%) AWS Lambda
11 286 (5.94%) Snowflake
12 223 (4.63%) dbt
13 195 (4.05%) Azure Data Factory
14 167 (3.47%) Amazon CloudWatch
15 157 (3.26%) Entra ID
16 148 (3.07%) Amazon EKS
17 141 (2.93%) AWS CloudFormation
18 122 (2.53%) Amazon EC2
19 115 (2.39%) SaaS
20 112 (2.33%) Azure Synapse Analytics
Communications & Networking
1 259 (5.38%) Firewall
2 178 (3.70%) DNS
3 148 (3.07%) Network Security
4 145 (3.01%) TCP/IP
5 116 (2.41%) VPN
6 115 (2.39%) BGP
7 104 (2.16%) WAN
8 75 (1.56%) DHCP
9 66 (1.37%) SD-WAN
10 65 (1.35%) OSPF
11 58 (1.20%) BIG-IP
12 50 (1.04%) F5 BIG-IP LTM
12 50 (1.04%) VXLAN
13 47 (0.98%) SSL
14 46 (0.96%) VLAN
15 45 (0.93%) HTTP
16 43 (0.89%) Ethernet VPN
17 38 (0.79%) Broadband
17 38 (0.79%) Wi-Fi
18 37 (0.77%) Wireless
Database & Business Intelligence
1 365 (7.58%) Power BI
2 295 (6.13%) Data Warehouse
3 275 (5.71%) PostgreSQL
4 181 (3.76%) SQL Server
5 180 (3.74%) Metadata
6 167 (3.47%) Data Lake
7 164 (3.41%) BigQuery
8 163 (3.39%) Relational Database
9 154 (3.20%) Tableau
10 147 (3.05%) NoSQL
11 114 (2.37%) Amazon Redshift
12 111 (2.31%) Big Data
12 111 (2.31%) Delta Lake
13 109 (2.26%) Amazon RDS
14 102 (2.12%) Amazon Athena
15 95 (1.97%) MongoDB
16 84 (1.74%) DynamoDB
17 83 (1.72%) MySQL
18 67 (1.39%) Redis
19 49 (1.02%) Snowflake Schema
Development Applications
1 674 (14.00%) Git
2 425 (8.83%) Jenkins
3 414 (8.60%) GitLab
4 261 (5.42%) JIRA
5 95 (1.97%) Selenium
6 54 (1.12%) Postman
7 52 (1.08%) JMeter
8 44 (0.91%) SonarQube
9 42 (0.87%) Claude Code
10 41 (0.85%) Bitbucket
11 39 (0.81%) MLflow
12 34 (0.71%) Artifactory
13 32 (0.66%) Cucumber
14 31 (0.64%) Sonatype Nexus
15 28 (0.58%) LoadRunner
15 28 (0.58%) Maven
16 24 (0.50%) Gatling
16 24 (0.50%) REST Assured
17 23 (0.48%) Cypress.io
18 20 (0.42%) Zephyr
General
1 1,117 (23.20%) Social Skills
2 1,090 (22.64%) Finance
3 726 (15.08%) Analytical Skills
4 454 (9.43%) Public Sector
5 435 (9.03%) Banking
6 162 (3.36%) Front Office
7 114 (2.37%) Investment Banking
8 104 (2.16%) Retail
9 94 (1.95%) Inclusion and Diversity
10 78 (1.62%) Documentation Skills
11 77 (1.60%) Marketing
12 76 (1.58%) Telecoms
13 55 (1.14%) Military
14 49 (1.02%) Aerospace
15 45 (0.93%) Law
16 42 (0.87%) Pharmaceutical
17 40 (0.83%) Financial Institution
18 37 (0.77%) Legal
19 33 (0.69%) Back Office
19 33 (0.69%) Publishing
Job Titles
1 858 (17.82%) Senior
2 737 (15.31%) Developer
3 717 (14.89%) Data Engineer
4 442 (9.18%) Lead
5 376 (7.81%) Python Developer
6 302 (6.27%) DevOps Engineer
7 294 (6.11%) Python Engineer
8 269 (5.59%) Artificial Intelligence Engineer
9 244 (5.07%) Analyst
10 235 (4.88%) Software Engineer
11 211 (4.38%) Architect
12 182 (3.78%) AWS Engineer
13 170 (3.53%) Senior Data Engineer
14 161 (3.34%) Data Scientist
14 161 (3.34%) Senior Developer
15 159 (3.30%) Cloud Engineer
16 156 (3.24%) Platform Engineer
17 150 (3.12%) Azure Engineer
18 134 (2.78%) Network Engineer
19 128 (2.66%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,218 (25.30%) Terraform
2 456 (9.47%) REST
3 328 (6.81%) PySpark
4 318 (6.60%) Kafka
5 269 (5.59%) React
6 214 (4.44%) .NET
7 180 (3.74%) Django
8 177 (3.68%) FastAPI
9 169 (3.51%) JSON
10 167 (3.47%) RESTful
11 137 (2.85%) LangChain
12 130 (2.70%) Node.js
12 130 (2.70%) pytest
13 129 (2.68%) Pandas
14 110 (2.28%) OAuth
15 104 (2.16%) Flask
16 100 (2.08%) HTML
17 95 (1.97%) LangGraph
18 94 (1.95%) PyTorch
19 90 (1.87%) YAML
Miscellaneous
1 703 (14.60%) Cloud Native
2 250 (5.19%) AI Agents
3 249 (5.17%) Distributed Systems
4 229 (4.76%) Onboarding
5 145 (3.01%) Data Centre
6 134 (2.78%) Product Ownership
7 126 (2.62%) Data Structures
8 122 (2.53%) Legacy Systems
9 110 (2.28%) Algorithms
10 104 (2.16%) Hybrid Cloud
11 97 (2.01%) Enterprise Software
12 89 (1.85%) Management Information System
13 85 (1.77%) Security Posture
14 83 (1.72%) Derivative
15 81 (1.68%) Data Protection Act
16 74 (1.54%) Equities
16 74 (1.54%) Public Cloud
17 68 (1.41%) PKI
18 55 (1.14%) Replication
19 54 (1.12%) Fixed Income
Operating Systems
1 657 (13.64%) Linux
2 318 (6.60%) Windows
3 210 (4.36%) Unix
4 135 (2.80%) Red Hat Enterprise Linux
5 82 (1.70%) Windows Server
6 42 (0.87%) Ubuntu
7 33 (0.69%) VMS
8 24 (0.50%) CentOS
9 20 (0.42%) Solaris
10 13 (0.27%) AIX
10 13 (0.27%) Android
11 10 (0.21%) Apple iOS
12 9 (0.19%) Mac OS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
14 7 (0.15%) zOS
15 5 (0.10%) Embedded Linux
16 4 (0.083%) Debian
16 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,016 (41.87%) CI/CD
2 1,415 (29.39%) DevOps
3 1,353 (28.10%) AI
4 1,108 (23.01%) Infrastructure as Code
5 1,077 (22.37%) Agile
6 969 (20.12%) Analytics
7 857 (17.80%) Data Pipeline
8 802 (16.66%) Software Engineering
9 758 (15.74%) Problem-Solving
10 737 (15.31%) Data Engineering
11 709 (14.72%) Machine Learning
12 655 (13.60%) Containerisation
13 643 (13.35%) Observability
14 639 (13.27%) Data Modelling
15 579 (12.02%) Test Automation
16 575 (11.94%) Continuous Improvement
17 568 (11.80%) ETL
18 549 (11.40%) Validation
19 495 (10.28%) Platform Engineering
20 488 (10.13%) Data Science
Programming Languages
1 1,609 (33.42%) SQL
2 692 (14.37%) Java
3 688 (14.29%) PowerShell
4 665 (13.81%) Bash
5 381 (7.91%) JavaScript
6 307 (6.38%) TypeScript
7 272 (5.65%) C#
8 189 (3.93%) Go
9 122 (2.53%) Shell Script
10 121 (2.51%) R
11 117 (2.43%) Bicep
12 110 (2.28%) C++
13 105 (2.18%) Scala
14 74 (1.54%) Perl
15 57 (1.18%) Data Analysis Expressions
16 51 (1.06%) Groovy
17 49 (1.02%) Rust
18 46 (0.96%) C
19 42 (0.87%) PL/SQL
20 38 (0.79%) T-SQL
Qualifications
1 1,170 (24.30%) Security Cleared
2 935 (19.42%) SC Cleared
3 371 (7.71%) Degree
4 226 (4.69%) DV Cleared
5 138 (2.87%) Azure Certification
6 134 (2.78%) Computer Science Degree
7 131 (2.72%) AWS Certification
8 102 (2.12%) BPSS Clearance
9 95 (1.97%) CISSP
10 75 (1.56%) Cisco Certification
11 65 (1.35%) Master's Degree
12 46 (0.96%) Microsoft Certification
13 36 (0.75%) CCNP
14 33 (0.69%) 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
18 25 (0.52%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 555 (11.53%) Data Quality
2 290 (6.02%) QA
3 113 (2.35%) NIST
4 98 (2.04%) ISO/IEC 27001
5 80 (1.66%) GDPR
6 69 (1.43%) Accessibility
7 42 (0.87%) SLA
8 36 (0.75%) Actionable Recommendations
9 29 (0.60%) NCSC
10 25 (0.52%) PCI DSS
11 22 (0.46%) SOC 2
11 22 (0.46%) WCAG
12 19 (0.39%) Sarbanes-Oxley
13 15 (0.31%) HIPAA
14 9 (0.19%) ISO 20022
15 7 (0.15%) Basel III
15 7 (0.15%) California Consumer Privacy Act
15 7 (0.15%) Cyber Essentials
16 6 (0.12%) MiFID
16 6 (0.12%) NIST 800
System Software
1 834 (17.32%) Docker
2 165 (3.43%) Active Directory
3 111 (2.31%) VMware Infrastructure
4 63 (1.31%) Virtual Machines
5 46 (0.96%) 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 11 (0.23%) Oracle RAC
13 10 (0.21%) Squid
14 7 (0.15%) 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
1 969 (20.12%) Kubernetes
2 567 (11.78%) Ansible
3 273 (5.67%) Grafana
4 205 (4.26%) Prometheus
5 74 (1.54%) Puppet
6 68 (1.41%) Progress Chef
7 60 (1.25%) Argo
8 37 (0.77%) Single Sign-On
9 30 (0.62%) Kibana
10 26 (0.54%) Control-M
10 26 (0.54%) Istio
11 25 (0.52%) Microsoft Intune
12 22 (0.46%) Packer
13 20 (0.42%) FortiGate
14 16 (0.33%) ZABBIX
15 15 (0.31%) ITRS Geneos
15 15 (0.31%) vCenter Server
16 14 (0.29%) HAProxy
16 14 (0.29%) Kustomize
16 14 (0.29%) VxRail
Vendors
1 652 (13.54%) Microsoft
2 507 (10.53%) Databricks
3 332 (6.90%) Google
4 206 (4.28%) Oracle
5 182 (3.78%) Splunk
6 145 (3.01%) OpenAI
7 142 (2.95%) VMware
8 136 (2.82%) Cisco
9 122 (2.53%) ServiceNow
10 93 (1.93%) Dynatrace
11 85 (1.77%) F5
11 85 (1.77%) Red Hat
12 81 (1.68%) Palo Alto
13 80 (1.66%) IBM
14 70 (1.45%) Foundry
15 69 (1.43%) CyberArk
16 67 (1.39%) Fortinet
17 57 (1.18%) Informatica
18 55 (1.14%) SAP
19 45 (0.93%) Arista