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

6 months to
1 Jul 2026
Same period 2025 Same period 2024
Rank 13 10 14
Rank change year-on-year -3 +4 -2
Contract jobs citing Python 4,650 3,378 3,656
As % of all contract jobs in England 10.61% 13.18% 9.85%
As % of the Programming Languages category 39.69% 39.06% 32.06%
Number of daily rates quoted 3,105 2,366 2,673
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 £626 £675 £710
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 101 52 105
10th Percentile £28.50 £27.57 £22.00
25th Percentile £41.94 £34.54 £46.25
Median hourly rate £55.00 £50.00 £65.00
Median % change year-on-year +10.00% -23.08% -0.38%
75th Percentile £74.26 £55.00 £71.88
90th Percentile £85.00 £63.70 £77.50
UK median hourly rate £53.25 £45.00 £62.00
% change year-on-year +18.33% -27.42% -4.62%

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 11,717 8,649 11,405
As % of all contract IT jobs advertised in England 26.73% 33.74% 30.72%
Number of daily rates quoted 7,622 5,974 8,150
10th Percentile £360 £354 £350
25th Percentile £424 £413 £425
Median daily rate (50th Percentile) £518 £520 £543
Median % change year-on-year -0.48% -4.15% -2.25%
75th Percentile £614 £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 511 213 484
10th Percentile £35.25 £28.18 £35.60
25th Percentile £55.25 £36.25 £50.47
Median hourly rate £65.00 £56.75 £64.50
Median % change year-on-year +14.54% -12.02% +3.20%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.75 £82.37 £75.88
UK median hourly rate £65.00 £55.00 £62.50
% change year-on-year +18.18% -12.00% -

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 1 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 1 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 1 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 -3 2,670 £550 -4.35% 1,844
North of England +7 792 £488 +1.56% 458
Yorkshire +2 434 £500 - 133
South East -6 431 £525 +4.48% 673
North West +6 281 £500 +5.26% 244
South West -4 260 £500 -9.09% 295
Midlands -15 239 £476 +3.70% 237
West Midlands -15 191 £472 -0.63% 118
East of England -13 130 £500 -0.25% 242
North East +8 89 £438 +2.94% 84
East Midlands -9 47 £495 +10.31% 119
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
1 248 (5.33%) Apache Spark
2 224 (4.82%) Apache Airflow
3 162 (3.48%) Apache
4 136 (2.92%) Confluence
5 49 (1.05%) Jupyter
6 47 (1.01%) SAS
7 46 (0.99%) SharePoint
8 19 (0.41%) OpenStack
9 18 (0.39%) Palantir Foundry
10 15 (0.32%) 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
14 7 (0.15%) CMS
15 6 (0.13%) Camunda
15 6 (0.13%) CICS
15 6 (0.13%) Tomcat
16 5 (0.11%) WebSphere Application Server
Applications
1 100 (2.15%) Microsoft Excel
2 29 (0.62%) Chatbot
3 26 (0.56%) Microsoft Office
4 21 (0.45%) Microsoft PowerPoint
5 20 (0.43%) MS Visio
6 18 (0.39%) Spreadsheet
7 14 (0.30%) CPLEX
8 3 (0.065%) Microsoft Project
9 1 (0.022%) LaTeX
9 1 (0.022%) OrCAD
9 1 (0.022%) SPSS
9 1 (0.022%) Weka
9 1 (0.022%) Zemax
Business Applications
1 22 (0.47%) Aladdin
2 20 (0.43%) SAP S/4HANA
3 11 (0.24%) 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
5 6 (0.13%) NetSuite
6 5 (0.11%) BambooHR
6 5 (0.11%) Sage X3
7 4 (0.086%) Oracle ERP
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%) Remedy AR System
9 2 (0.043%) Teamcenter
Cloud Services
1 1,767 (38.00%) AWS
2 1,600 (34.41%) Azure
3 692 (14.88%) GCP
4 539 (11.59%) GitHub
5 449 (9.66%) Power Platform
6 406 (8.73%) Serverless
7 349 (7.51%) Amazon S3
8 346 (7.44%) Azure DevOps
9 303 (6.52%) GitHub Actions
10 299 (6.43%) AWS Lambda
11 228 (4.90%) Azure Data Factory
11 228 (4.90%) Snowflake
12 189 (4.06%) dbt
13 145 (3.12%) Azure Synapse Analytics
14 139 (2.99%) AWS CloudFormation
15 134 (2.88%) OpenShift
16 130 (2.80%) Amazon CloudWatch
16 130 (2.80%) Amazon EKS
17 109 (2.34%) Amazon EC2
18 97 (2.09%) Amazon ECS
Communications & Networking
1 212 (4.56%) Firewall
2 140 (3.01%) DNS
3 108 (2.32%) WAN
4 103 (2.22%) BGP
5 100 (2.15%) TCP/IP
6 97 (2.09%) Network Security
7 91 (1.96%) VPN
8 61 (1.31%) OSPF
9 54 (1.16%) BIG-IP
10 51 (1.10%) SD-WAN
11 43 (0.92%) HTTP
11 43 (0.92%) VXLAN
12 40 (0.86%) DHCP
12 40 (0.86%) VLAN
13 37 (0.80%) F5 BIG-IP LTM
13 37 (0.80%) LAN
13 37 (0.80%) MPLS
13 37 (0.80%) SSL
14 33 (0.71%) Ethernet VPN
14 33 (0.71%) SNMP
Database & Business Intelligence
1 390 (8.39%) Power BI
2 303 (6.52%) PostgreSQL
3 277 (5.96%) Data Warehouse
4 231 (4.97%) SQL Server
5 182 (3.91%) Data Lake
6 178 (3.83%) Tableau
7 151 (3.25%) Relational Database
8 149 (3.20%) NoSQL
9 134 (2.88%) Metadata
10 126 (2.71%) BigQuery
11 122 (2.62%) Amazon Redshift
12 121 (2.60%) Delta Lake
13 118 (2.54%) Amazon Athena
14 113 (2.43%) Big Data
15 95 (2.04%) MongoDB
16 88 (1.89%) Amazon RDS
17 78 (1.68%) DynamoDB
18 65 (1.40%) MySQL
19 62 (1.33%) Snowflake Schema
20 56 (1.20%) Azure SQL Database
Development Applications
1 545 (11.72%) Git
2 408 (8.77%) Jenkins
3 339 (7.29%) GitLab
4 263 (5.66%) JIRA
5 63 (1.35%) MLflow
6 58 (1.25%) Selenium
7 45 (0.97%) Postman
8 31 (0.67%) Bitbucket
8 31 (0.67%) JMeter
9 29 (0.62%) Artifactory
10 28 (0.60%) Cypress.io
11 27 (0.58%) SonarQube
12 25 (0.54%) Maven
13 23 (0.49%) Cucumber
14 22 (0.47%) Gatling
14 22 (0.47%) Sonatype Nexus
15 20 (0.43%) JUnit
16 19 (0.41%) REST Assured
17 17 (0.37%) Robot Framework
18 15 (0.32%) Zephyr
General
1 1,024 (22.02%) Finance
2 1,018 (21.89%) Social Skills
3 647 (13.91%) Analytical Skills
4 436 (9.38%) Public Sector
5 368 (7.91%) Banking
6 186 (4.00%) Front Office
7 115 (2.47%) Documentation Skills
8 105 (2.26%) Investment Banking
9 85 (1.83%) Inclusion and Diversity
10 79 (1.70%) Retail
11 70 (1.51%) Marketing
12 55 (1.18%) Pharmaceutical
13 52 (1.12%) Telecoms
14 43 (0.92%) Financial Institution
14 43 (0.92%) Legal
15 41 (0.88%) Publishing
16 36 (0.77%) Influencing Skills
17 33 (0.71%) Military
18 30 (0.65%) Presentation Skills
19 27 (0.58%) Manufacturing
Job Titles
1 808 (17.38%) Developer
2 739 (15.89%) Data Engineer
3 705 (15.16%) Senior
4 412 (8.86%) Python Developer
5 364 (7.83%) Lead
6 277 (5.96%) Architect
7 260 (5.59%) DevOps Engineer
8 255 (5.48%) Python Engineer
9 251 (5.40%) Software Engineer
10 238 (5.12%) Analyst
11 215 (4.62%) Artificial Intelligence Engineer
12 183 (3.94%) AWS Engineer
13 180 (3.87%) Data Scientist
14 147 (3.16%) Senior Data Engineer
15 146 (3.14%) Senior Developer
16 144 (3.10%) Azure Engineer
17 130 (2.80%) Cloud Engineer
17 130 (2.80%) Platform Engineer
18 121 (2.60%) Data Analyst
19 114 (2.45%) Security Engineer
Libraries, Frameworks & Software Standards
1 345 (7.42%) REST
2 324 (6.97%) PySpark
3 320 (6.88%) React
4 303 (6.52%) Kafka
5 211 (4.54%) .NET
6 178 (3.83%) Node.js
7 171 (3.68%) Pandas
8 165 (3.55%) RESTful
9 162 (3.48%) JSON
10 158 (3.40%) FastAPI
11 146 (3.14%) Django
12 141 (3.03%) PyTorch
13 118 (2.54%) LangChain
14 103 (2.22%) scikit-learn
15 102 (2.19%) NumPy
16 100 (2.15%) TensorFlow
17 93 (2.00%) Flask
18 92 (1.98%) OpenTelemetry
18 92 (1.98%) Spring
18 92 (1.98%) YAML
Miscellaneous
1 623 (13.40%) Cloud Native
2 250 (5.38%) Distributed Systems
3 143 (3.08%) Onboarding
4 141 (3.03%) AI Agents
5 131 (2.82%) Data Centre
6 122 (2.62%) Product Ownership
7 119 (2.56%) Algorithms
8 106 (2.28%) Data Structures
9 105 (2.26%) Legacy Systems
10 102 (2.19%) Hybrid Cloud
11 101 (2.17%) Data Protection Act
12 99 (2.13%) Fixed Income
13 97 (2.09%) Derivative
14 95 (2.04%) Equities
15 87 (1.87%) Management Information System
16 77 (1.66%) Security Posture
17 59 (1.27%) Public Cloud
18 53 (1.14%) Enterprise Software
19 51 (1.10%) Greenfield Project
20 48 (1.03%) Self-Motivation
Operating Systems
1 544 (11.70%) Linux
2 264 (5.68%) Windows
3 185 (3.98%) Unix
4 98 (2.11%) Red Hat Enterprise Linux
5 62 (1.33%) Windows Server
6 39 (0.84%) Ubuntu
7 26 (0.56%) VMS
8 24 (0.52%) AIX
9 23 (0.49%) Android
10 17 (0.37%) CentOS
11 16 (0.34%) Apple iOS
11 16 (0.34%) Solaris
12 11 (0.24%) zOS
13 9 (0.19%) 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 1,763 (37.91%) CI/CD
2 1,307 (28.11%) DevOps
3 1,158 (24.90%) AI
4 1,021 (21.96%) Agile
5 988 (21.25%) Analytics
6 843 (18.13%) Infrastructure as Code
7 840 (18.06%) Data Pipeline
8 800 (17.20%) Problem-Solving
9 719 (15.46%) Machine Learning
10 700 (15.05%) Data Engineering
11 643 (13.83%) Software Engineering
12 638 (13.72%) Containerisation
13 623 (13.40%) Data Modelling
14 601 (12.92%) ETL
15 535 (11.51%) Data Science
16 502 (10.80%) Observability
17 468 (10.06%) Test Automation
18 461 (9.91%) Business Intelligence
19 427 (9.18%) LLM
20 400 (8.60%) Continuous Improvement
Programming Languages
1 1,568 (33.72%) SQL
2 695 (14.95%) Java
3 567 (12.19%) PowerShell
4 542 (11.66%) Bash
5 377 (8.11%) JavaScript
6 336 (7.23%) TypeScript
7 292 (6.28%) C#
8 185 (3.98%) Go
9 141 (3.03%) R
10 114 (2.45%) Scala
11 107 (2.30%) C++
12 96 (2.06%) Shell Script
13 79 (1.70%) Bicep
14 52 (1.12%) PL/SQL
14 52 (1.12%) Ruby
15 50 (1.08%) Rust
16 49 (1.05%) Groovy
16 49 (1.05%) Perl
17 47 (1.01%) C
17 47 (1.01%) Data Analysis Expressions
Qualifications
1 1,009 (21.70%) Security Cleared
2 804 (17.29%) SC Cleared
3 366 (7.87%) Degree
4 148 (3.18%) DV Cleared
5 142 (3.05%) Computer Science Degree
6 106 (2.28%) BPSS Clearance
7 98 (2.11%) Azure Certification
8 95 (2.04%) AWS Certification
9 88 (1.89%) CISSP
10 72 (1.55%) Cisco Certification
11 60 (1.29%) Master's Degree
12 45 (0.97%) CCNP
13 36 (0.77%) CISM
14 33 (0.71%) VMware Certified Professional (VCP)
15 32 (0.69%) Microsoft Certification
16 31 (0.67%) PhD
17 29 (0.62%) CCIE
18 23 (0.49%) AWS Certified Solutions Architect
19 20 (0.43%) ISTQB
20 18 (0.39%) DBS Check
Quality Assurance & Compliance
1 467 (10.04%) Data Quality
2 190 (4.09%) QA
3 122 (2.62%) GDPR
4 104 (2.24%) NIST
5 101 (2.17%) ISO/IEC 27001
6 63 (1.35%) Accessibility
7 24 (0.52%) WCAG
8 23 (0.49%) HIPAA
8 23 (0.49%) PCI DSS
8 23 (0.49%) Sarbanes-Oxley
8 23 (0.49%) SLA
9 16 (0.34%) NCSC
10 13 (0.28%) Actionable Recommendations
10 13 (0.28%) SOC 2
11 9 (0.19%) California Consumer Privacy Act
11 9 (0.19%) Cyber Essentials
11 9 (0.19%) GRC
12 7 (0.15%) ISO 20022
13 5 (0.11%) MiFID
13 5 (0.11%) PSD2
System Software
1 750 (16.13%) Docker
2 114 (2.45%) Active Directory
3 87 (1.87%) VMware Infrastructure
4 67 (1.44%) Virtual Machines
5 34 (0.73%) vSphere
6 32 (0.69%) VMware NSX
7 25 (0.54%) Firmware
8 20 (0.43%) Hyper-V
9 18 (0.39%) VMware ESXi
10 14 (0.30%) NFS
11 12 (0.26%) KVM
12 9 (0.19%) Oracle RAC
12 9 (0.19%) Squid
13 8 (0.17%) Virtual Desktop
14 7 (0.15%) Postfix
15 5 (0.11%) Active Directory Lightweight Directory Services
15 5 (0.11%) HDFS
15 5 (0.11%) SRDF
16 4 (0.086%) Slurm Workload Manager
16 4 (0.086%) Varnish
Systems Management
1 1,026 (22.06%) Terraform
2 874 (18.80%) Kubernetes
3 498 (10.71%) Ansible
4 269 (5.78%) Grafana
5 233 (5.01%) Prometheus
6 69 (1.48%) Puppet
7 49 (1.05%) Argo
8 39 (0.84%) Progress Chef
9 33 (0.71%) vCenter Server
10 30 (0.65%) Istio
11 28 (0.60%) Kibana
12 27 (0.58%) Control-M
13 25 (0.54%) Nessus
14 23 (0.49%) Microsoft Intune
14 23 (0.49%) vRealize
15 22 (0.47%) Nagios
15 22 (0.47%) ZABBIX
16 20 (0.43%) HAProxy
17 18 (0.39%) IBM Guardium
18 17 (0.37%) Tivoli
Vendors
1 542 (11.66%) Microsoft
2 489 (10.52%) Databricks
3 257 (5.53%) Google
4 212 (4.56%) Oracle
5 186 (4.00%) Splunk
6 127 (2.73%) OpenAI
7 121 (2.60%) VMware
8 116 (2.49%) Cisco
9 101 (2.17%) ServiceNow
10 98 (2.11%) Red Hat
11 82 (1.76%) F5
12 79 (1.70%) Palo Alto
13 77 (1.66%) Dynatrace
14 66 (1.42%) Informatica
15 64 (1.38%) CyberArk
16 60 (1.29%) IBM
17 56 (1.20%) Fortinet
18 54 (1.16%) Foundry
19 51 (1.10%) Arista
20 50 (1.08%) BeyondTrust