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

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 14 10 14
Rank change year-on-year -4 +4 -3
Contract jobs citing Python 4,730 3,535 3,555
As % of all contract jobs in England 10.56% 12.99% 9.83%
As % of the Programming Languages category 39.75% 39.27% 31.77%
Number of daily rates quoted 3,151 2,449 2,664
10th Percentile £368 £366 £375
25th Percentile £438 £440 £463
Median daily rate (50th Percentile) £530 £550 £575
Median % change year-on-year -3.64% -4.35% -4.17%
75th Percentile £638 £675 £713
90th Percentile £750 £813 £850
UK median daily rate £525 £536 £560
% change year-on-year -1.96% -4.38% -6.67%
Number of hourly rates quoted 106 58 103
10th Percentile £29.25 £32.74 £22.00
25th Percentile £42.83 £36.25 £41.25
Median hourly rate £57.50 £50.72 £65.00
Median % change year-on-year +13.37% -21.97% -0.76%
75th Percentile £77.50 £58.75 £71.88
90th Percentile £88.75 £76.11 £77.50
UK median hourly rate £55.00 £50.00 £61.00
% change year-on-year +10.00% -18.03% -6.15%

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 11,899 9,002 11,191
As % of all contract IT jobs advertised in England 26.57% 33.09% 30.94%
Number of daily rates quoted 7,754 6,201 8,063
10th Percentile £363 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £520 £540
Median % change year-on-year +0.05% -3.75% -1.82%
75th Percentile £619 £638 £650
90th Percentile £738 £775 £788
UK median daily rate £513 £505 £525
% change year-on-year +1.49% -3.81% -4.55%
Number of hourly rates quoted 487 227 438
10th Percentile £34.01 £29.07 £35.37
25th Percentile £55.00 £39.25 £51.25
Median hourly rate £65.00 £61.50 £65.00
Median % change year-on-year +5.69% -5.38% +4.00%
75th Percentile £71.00 £68.00 £70.00
90th Percentile £82.25 £83.58 £75.00
UK median hourly rate £65.00 £57.50 £62.50
% change year-on-year +13.04% -8.00% -

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 17 July 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 17 July 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 17 July 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 2,712 £560 -2.61% 1,116
North of England +5 780 £490 +3.16% 512
South East -10 445 £537 +7.40% 555
Yorkshire +2 419 £500 +2.04% 163
North West +2 286 £525 +10.53% 269
South West -2 283 £500 -8.05% 234
Midlands -14 258 £476 +5.78% 264
West Midlands -18 208 £475 +5.56% 133
East of England -13 132 £500 -0.50% 260
North East +4 88 £425 -2.86% 83
East Midlands -10 49 £485 +8.50% 128
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
1 249 (5.26%) Apache Spark
2 237 (5.01%) Apache Airflow
3 176 (3.72%) Apache
4 148 (3.13%) Confluence
5 48 (1.01%) SAS
6 47 (0.99%) Jupyter
7 43 (0.91%) SharePoint
8 23 (0.49%) OpenStack
9 18 (0.38%) Palantir Foundry
10 16 (0.34%) ArcGIS
11 15 (0.32%) nginx
12 14 (0.30%) Microsoft Exchange
13 11 (0.23%) IIS
14 9 (0.19%) CMS
15 8 (0.17%) Apache Superset
16 6 (0.13%) Camunda
16 6 (0.13%) CICS
16 6 (0.13%) Tomcat
17 5 (0.11%) WebSphere
17 5 (0.11%) WebSphere Application Server
Applications
1 107 (2.26%) Microsoft Excel
2 26 (0.55%) Chatbot
2 26 (0.55%) Microsoft Office
3 22 (0.47%) Microsoft PowerPoint
4 19 (0.40%) Spreadsheet
5 18 (0.38%) MS Visio
6 15 (0.32%) CPLEX
7 2 (0.042%) Microsoft Project
8 1 (0.021%) OrCAD
8 1 (0.021%) Simulink
8 1 (0.021%) SPSS
8 1 (0.021%) Weka
8 1 (0.021%) Zemax
Business Applications
1 24 (0.51%) Aladdin
2 20 (0.42%) SAP S/4HANA
3 11 (0.23%) Remedy ITSM
4 8 (0.17%) Oracle EBS
5 7 (0.15%) Dynamics CRM
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
7 5 (0.11%) BambooHR
7 5 (0.11%) Sage X3
8 4 (0.085%) Oracle ERP
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
10 2 (0.042%) Endur
10 2 (0.042%) Fidessa
10 2 (0.042%) Front Arena
10 2 (0.042%) Global One
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Orchestrade
10 2 (0.042%) Remedy AR System
10 2 (0.042%) Teamcenter
Cloud Services
1 1,801 (38.08%) AWS
2 1,621 (34.27%) Azure
3 690 (14.59%) GCP
4 557 (11.78%) GitHub
5 446 (9.43%) Power Platform
6 404 (8.54%) Serverless
7 362 (7.65%) Amazon S3
8 346 (7.32%) Azure DevOps
9 321 (6.79%) GitHub Actions
10 302 (6.38%) AWS Lambda
11 241 (5.10%) Snowflake
12 219 (4.63%) Azure Data Factory
13 199 (4.21%) dbt
14 144 (3.04%) AWS CloudFormation
15 140 (2.96%) Amazon CloudWatch
15 140 (2.96%) Azure Synapse Analytics
16 139 (2.94%) Amazon EKS
17 136 (2.88%) OpenShift
18 108 (2.28%) Amazon EC2
19 103 (2.18%) Entra ID
Communications & Networking
1 232 (4.90%) Firewall
2 161 (3.40%) DNS
3 121 (2.56%) TCP/IP
4 113 (2.39%) BGP
5 109 (2.30%) WAN
6 99 (2.09%) VPN
7 98 (2.07%) Network Security
8 67 (1.42%) OSPF
9 53 (1.12%) DHCP
10 51 (1.08%) BIG-IP
11 49 (1.04%) SD-WAN
12 48 (1.01%) VLAN
13 44 (0.93%) HTTP
13 44 (0.93%) VXLAN
14 42 (0.89%) F5 BIG-IP LTM
15 39 (0.82%) LAN
15 39 (0.82%) MPLS
16 37 (0.78%) SNMP
17 36 (0.76%) SSL
18 34 (0.72%) SAN
Database & Business Intelligence
1 392 (8.29%) Power BI
2 299 (6.32%) PostgreSQL
3 283 (5.98%) Data Warehouse
4 213 (4.50%) SQL Server
5 182 (3.85%) Tableau
6 176 (3.72%) Data Lake
7 150 (3.17%) Metadata
8 144 (3.04%) Relational Database
9 143 (3.02%) NoSQL
10 135 (2.85%) BigQuery
11 120 (2.54%) Amazon Redshift
11 120 (2.54%) Big Data
12 115 (2.43%) Amazon Athena
13 106 (2.24%) Delta Lake
14 94 (1.99%) MongoDB
15 93 (1.97%) Amazon RDS
16 84 (1.78%) DynamoDB
17 63 (1.33%) Snowflake Schema
18 58 (1.23%) MySQL
19 57 (1.21%) Redis
Development Applications
1 558 (11.80%) Git
2 409 (8.65%) Jenkins
3 337 (7.12%) GitLab
4 263 (5.56%) JIRA
5 64 (1.35%) Selenium
6 59 (1.25%) MLflow
7 37 (0.78%) Bitbucket
8 35 (0.74%) Postman
9 30 (0.63%) JMeter
10 28 (0.59%) Artifactory
10 28 (0.59%) SonarQube
11 27 (0.57%) Cucumber
12 26 (0.55%) Cypress.io
13 23 (0.49%) Maven
14 22 (0.47%) REST Assured
15 21 (0.44%) Gatling
15 21 (0.44%) JUnit
16 19 (0.40%) Sonatype Nexus
17 16 (0.34%) Zephyr
18 14 (0.30%) Robot Framework
General
1 1,034 (21.86%) Finance
2 1,029 (21.75%) Social Skills
3 678 (14.33%) Analytical Skills
4 466 (9.85%) Public Sector
5 371 (7.84%) Banking
6 189 (4.00%) Front Office
7 108 (2.28%) Documentation Skills
8 103 (2.18%) Investment Banking
9 89 (1.88%) Inclusion and Diversity
10 87 (1.84%) Retail
11 72 (1.52%) Marketing
12 57 (1.21%) Pharmaceutical
13 56 (1.18%) Telecoms
14 45 (0.95%) Legal
15 43 (0.91%) Financial Institution
16 41 (0.87%) Publishing
17 39 (0.82%) Military
18 37 (0.78%) Influencing Skills
19 28 (0.59%) Aerospace
20 27 (0.57%) Manufacturing
Job Titles
1 805 (17.02%) Developer
2 740 (15.64%) Senior
3 727 (15.37%) Data Engineer
4 408 (8.63%) Python Developer
5 396 (8.37%) Lead
6 277 (5.86%) DevOps Engineer
7 269 (5.69%) Python Engineer
8 262 (5.54%) Architect
8 262 (5.54%) Software Engineer
9 251 (5.31%) Analyst
10 213 (4.50%) Artificial Intelligence Engineer
11 185 (3.91%) AWS Engineer
11 185 (3.91%) Data Scientist
12 153 (3.23%) Senior Developer
13 144 (3.04%) Senior Data Engineer
14 142 (3.00%) Azure Engineer
15 140 (2.96%) Platform Engineer
16 136 (2.88%) Cloud Engineer
17 128 (2.71%) Data Analyst
18 108 (2.28%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 347 (7.34%) REST
2 314 (6.64%) React
3 311 (6.58%) Kafka
4 307 (6.49%) PySpark
5 206 (4.36%) .NET
6 179 (3.78%) Node.js
7 168 (3.55%) JSON
7 168 (3.55%) Pandas
8 163 (3.45%) FastAPI
9 159 (3.36%) RESTful
10 151 (3.19%) Django
11 134 (2.83%) PyTorch
12 120 (2.54%) LangChain
13 100 (2.11%) NumPy
14 97 (2.05%) scikit-learn
15 93 (1.97%) TensorFlow
16 92 (1.95%) Flask
16 92 (1.95%) OpenTelemetry
17 89 (1.88%) Spring
17 89 (1.88%) YAML
Miscellaneous
1 640 (13.53%) Cloud Native
2 265 (5.60%) Distributed Systems
3 166 (3.51%) Onboarding
4 159 (3.36%) AI Agents
5 140 (2.96%) Data Centre
6 120 (2.54%) Product Ownership
7 117 (2.47%) Algorithms
8 111 (2.35%) Hybrid Cloud
9 109 (2.30%) Legacy Systems
10 106 (2.24%) Data Structures
11 104 (2.20%) Fixed Income
12 103 (2.18%) Data Protection Act
13 101 (2.14%) Derivative
14 92 (1.95%) Equities
15 82 (1.73%) Management Information System
16 76 (1.61%) Security Posture
17 54 (1.14%) Public Cloud
18 51 (1.08%) Self-Motivation
19 49 (1.04%) Greenfield Project
19 49 (1.04%) PKI
Operating Systems
1 570 (12.05%) Linux
2 278 (5.88%) Windows
3 179 (3.78%) Unix
4 109 (2.30%) Red Hat Enterprise Linux
5 61 (1.29%) Windows Server
6 36 (0.76%) Ubuntu
7 27 (0.57%) VMS
8 24 (0.51%) AIX
9 22 (0.47%) Android
10 15 (0.32%) Apple iOS
11 14 (0.30%) Solaris
12 13 (0.27%) CentOS
13 11 (0.23%) zOS
14 8 (0.17%) Mac OS
15 7 (0.15%) Windows Server 2019
16 6 (0.13%) Amazon Linux
16 6 (0.13%) Debian
16 6 (0.13%) Embedded Linux
17 5 (0.11%) Rocky
18 4 (0.085%) Windows 10
Processes & Methodologies
1 1,795 (37.95%) CI/CD
2 1,325 (28.01%) DevOps
3 1,163 (24.59%) AI
4 1,061 (22.43%) Agile
5 999 (21.12%) Analytics
6 883 (18.67%) Infrastructure as Code
7 860 (18.18%) Data Pipeline
8 789 (16.68%) Problem-Solving
9 753 (15.92%) Machine Learning
10 707 (14.95%) Data Engineering
11 688 (14.55%) Software Engineering
12 641 (13.55%) Containerisation
13 635 (13.42%) Data Modelling
14 591 (12.49%) ETL
15 548 (11.59%) Data Science
16 527 (11.14%) Observability
17 476 (10.06%) Test Automation
18 461 (9.75%) Business Intelligence
19 444 (9.39%) Continuous Improvement
20 423 (8.94%) LLM
Programming Languages
1 1,570 (33.19%) SQL
2 693 (14.65%) Java
3 603 (12.75%) PowerShell
4 590 (12.47%) Bash
5 376 (7.95%) JavaScript
6 341 (7.21%) TypeScript
7 282 (5.96%) C#
8 190 (4.02%) Go
9 142 (3.00%) R
10 112 (2.37%) Scala
11 107 (2.26%) C++
12 102 (2.16%) Shell Script
13 80 (1.69%) Bicep
14 52 (1.10%) PL/SQL
14 52 (1.10%) Rust
15 51 (1.08%) C
16 49 (1.04%) Groovy
17 48 (1.01%) Ruby
18 47 (0.99%) Data Analysis Expressions
18 47 (0.99%) Perl
Qualifications
1 1,050 (22.20%) Security Cleared
2 831 (17.57%) SC Cleared
3 369 (7.80%) Degree
4 171 (3.62%) DV Cleared
5 137 (2.90%) Computer Science Degree
6 109 (2.30%) BPSS Clearance
7 108 (2.28%) AWS Certification
8 103 (2.18%) Azure Certification
9 84 (1.78%) CISSP
10 76 (1.61%) Cisco Certification
11 67 (1.42%) Master's Degree
12 47 (0.99%) CCNP
13 35 (0.74%) CISM
13 35 (0.74%) Microsoft Certification
14 32 (0.68%) VMware Certified Professional (VCP)
15 30 (0.63%) CCIE
15 30 (0.63%) PhD
16 25 (0.53%) AWS Certified Solutions Architect
17 22 (0.47%) DBS Check
18 20 (0.42%) CCNA
Quality Assurance & Compliance
1 478 (10.11%) Data Quality
2 203 (4.29%) QA
3 114 (2.41%) GDPR
4 103 (2.18%) NIST
5 100 (2.11%) ISO/IEC 27001
6 74 (1.56%) Accessibility
7 26 (0.55%) WCAG
8 25 (0.53%) SLA
9 22 (0.47%) HIPAA
10 21 (0.44%) NCSC
10 21 (0.44%) PCI DSS
11 20 (0.42%) Sarbanes-Oxley
12 18 (0.38%) Actionable Recommendations
13 11 (0.23%) SOC 2
14 9 (0.19%) California Consumer Privacy Act
15 8 (0.17%) GRC
16 7 (0.15%) ISO 20022
17 6 (0.13%) Cyber Essentials
18 5 (0.11%) NIST 800
18 5 (0.11%) PMO
System Software
1 771 (16.30%) Docker
2 124 (2.62%) Active Directory
3 101 (2.14%) VMware Infrastructure
4 66 (1.40%) Virtual Machines
5 41 (0.87%) vSphere
6 36 (0.76%) VMware NSX
7 30 (0.63%) Hyper-V
8 26 (0.55%) Firmware
9 22 (0.47%) VMware ESXi
10 14 (0.30%) NFS
11 12 (0.25%) KVM
12 10 (0.21%) Oracle RAC
13 9 (0.19%) Squid
13 9 (0.19%) Virtual Desktop
14 7 (0.15%) HDFS
14 7 (0.15%) Postfix
15 5 (0.11%) SRDF
16 4 (0.085%) Ceph
16 4 (0.085%) Slurm Workload Manager
16 4 (0.085%) Varnish
Systems Management
1 1,062 (22.45%) Terraform
2 893 (18.88%) Kubernetes
3 521 (11.01%) Ansible
4 288 (6.09%) Grafana
5 238 (5.03%) Prometheus
6 73 (1.54%) Puppet
7 64 (1.35%) Argo
8 47 (0.99%) Progress Chef
9 37 (0.78%) vCenter Server
10 26 (0.55%) Control-M
10 26 (0.55%) Kibana
11 25 (0.53%) Istio
12 24 (0.51%) Microsoft Intune
12 24 (0.51%) Nessus
13 23 (0.49%) Nagios
13 23 (0.49%) ZABBIX
14 21 (0.44%) vRealize
15 18 (0.38%) IBM Guardium
16 17 (0.36%) HAProxy
16 17 (0.36%) Tivoli
Vendors
1 552 (11.67%) Microsoft
2 472 (9.98%) Databricks
3 261 (5.52%) Google
4 211 (4.46%) Oracle
5 184 (3.89%) Splunk
6 135 (2.85%) VMware
7 127 (2.68%) Cisco
8 119 (2.52%) OpenAI
9 104 (2.20%) ServiceNow
10 92 (1.95%) Red Hat
11 88 (1.86%) F5
12 81 (1.71%) Palo Alto
13 78 (1.65%) Dynatrace
14 66 (1.40%) Informatica
15 64 (1.35%) CyberArk
15 64 (1.35%) Fortinet
15 64 (1.35%) IBM
16 56 (1.18%) Foundry
17 52 (1.10%) Arista
18 47 (0.99%) SAP