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

6 months to
16 Jul 2026
Same period 2025 Same period 2024
Rank 14 10 14
Rank change year-on-year -4 +4 -3
Contract jobs citing Python 4,745 3,531 3,561
As % of all contract jobs in England 10.60% 12.99% 9.74%
As % of the Programming Languages category 39.83% 39.18% 31.58%
Number of daily rates quoted 3,161 2,448 2,671
10th Percentile £368 £368 £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 £537 £560
% change year-on-year -2.23% -4.11% -6.67%
Number of hourly rates quoted 108 61 102
10th Percentile £28.50 £28.18 £22.00
25th Percentile £42.19 £35.00 £46.18
Median hourly rate £55.25 £50.00 £66.00
Median % change year-on-year +10.50% -24.24% +0.76%
75th Percentile £77.50 £58.75 £71.88
90th Percentile £88.75 £75.00 £77.50
UK median hourly rate £54.00 £50.00 £62.00
% change year-on-year +8.00% -19.35% -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 11,913 9,012 11,277
As % of all contract IT jobs advertised in England 26.62% 33.15% 30.85%
Number of daily rates quoted 7,754 6,201 8,125
10th Percentile £361 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £520 £540
Median % change year-on-year - -3.70% -1.82%
75th Percentile £619 £638 £650
90th Percentile £738 £775 £788
UK median daily rate £513 £508 £525
% change year-on-year +0.99% -3.33% -4.55%
Number of hourly rates quoted 500 233 456
10th Percentile £34.01 £28.23 £35.61
25th Percentile £54.28 £37.50 £50.00
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +4.00%
75th Percentile £70.25 £68.00 £70.00
90th Percentile £82.25 £82.37 £75.00
UK median hourly rate £65.00 £56.75 £62.50
% change year-on-year +14.54% -9.20% -

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 16 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 16 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 16 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 2,727 £560 -2.61% 1,133
North of England +6 782 £492 +3.04% 459
South East -9 445 £537 +7.40% 516
Yorkshire +2 422 £500 +1.75% 155
North West +4 285 £525 +10.53% 229
South West -1 282 £500 -9.09% 238
Midlands -14 256 £476 +5.78% 239
West Midlands -15 206 £475 +5.56% 122
East of England -15 132 £500 -0.50% 222
North East +5 88 £425 -2.86% 78
East Midlands -7 49 £485 +8.08% 116
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 (5.27%) Apache Spark
2 235 (4.95%) Apache Airflow
3 175 (3.69%) Apache
4 147 (3.10%) Confluence
5 48 (1.01%) SAS
6 47 (0.99%) Jupyter
7 43 (0.91%) SharePoint
8 23 (0.48%) OpenStack
9 19 (0.40%) Palantir Foundry
10 15 (0.32%) ArcGIS
11 14 (0.30%) Microsoft Exchange
11 14 (0.30%) nginx
12 11 (0.23%) IIS
13 9 (0.19%) CMS
14 8 (0.17%) Apache Superset
15 6 (0.13%) Camunda
15 6 (0.13%) CICS
15 6 (0.13%) Tomcat
16 5 (0.11%) WebSphere
16 5 (0.11%) WebSphere Application Server
Applications
1 105 (2.21%) Microsoft Excel
2 27 (0.57%) Microsoft Office
3 26 (0.55%) Chatbot
4 22 (0.46%) Microsoft PowerPoint
5 20 (0.42%) MS Visio
6 18 (0.38%) Spreadsheet
7 15 (0.32%) CPLEX
8 2 (0.042%) Microsoft Project
9 1 (0.021%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 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 (0.084%) Oracle ERP
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
10 2 (0.042%) Bloomberg AIM
10 2 (0.042%) Endur
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 1,800 (37.93%) AWS
2 1,623 (34.20%) Azure
3 691 (14.56%) GCP
4 559 (11.78%) GitHub
5 444 (9.36%) Power Platform
6 404 (8.51%) Serverless
7 364 (7.67%) Amazon S3
8 349 (7.36%) Azure DevOps
9 321 (6.77%) GitHub Actions
10 302 (6.36%) AWS Lambda
11 240 (5.06%) Snowflake
12 220 (4.64%) Azure Data Factory
13 196 (4.13%) dbt
14 143 (3.01%) AWS CloudFormation
15 141 (2.97%) Azure Synapse Analytics
16 139 (2.93%) Amazon CloudWatch
17 138 (2.91%) Amazon EKS
18 136 (2.87%) OpenShift
19 110 (2.32%) Amazon EC2
20 102 (2.15%) Entra ID
Communications & Networking
1 231 (4.87%) Firewall
2 159 (3.35%) DNS
3 121 (2.55%) TCP/IP
4 113 (2.38%) BGP
5 111 (2.34%) WAN
6 100 (2.11%) Network Security
6 100 (2.11%) VPN
7 67 (1.41%) OSPF
8 51 (1.07%) BIG-IP
9 50 (1.05%) DHCP
9 50 (1.05%) SD-WAN
10 48 (1.01%) VLAN
11 44 (0.93%) HTTP
11 44 (0.93%) VXLAN
12 42 (0.89%) F5 BIG-IP LTM
13 40 (0.84%) LAN
14 39 (0.82%) MPLS
15 37 (0.78%) SNMP
15 37 (0.78%) SSL
16 35 (0.74%) SAN
Database & Business Intelligence
1 390 (8.22%) Power BI
2 302 (6.36%) PostgreSQL
3 283 (5.96%) Data Warehouse
4 216 (4.55%) SQL Server
5 181 (3.81%) Tableau
6 177 (3.73%) Data Lake
7 150 (3.16%) Metadata
8 147 (3.10%) Relational Database
9 142 (2.99%) NoSQL
10 133 (2.80%) BigQuery
11 121 (2.55%) Amazon Redshift
11 121 (2.55%) Big Data
12 115 (2.42%) Amazon Athena
13 108 (2.28%) Delta Lake
14 94 (1.98%) Amazon RDS
15 92 (1.94%) MongoDB
16 84 (1.77%) DynamoDB
17 63 (1.33%) Snowflake Schema
18 62 (1.31%) MySQL
19 57 (1.20%) Hadoop
Development Applications
1 562 (11.84%) Git
2 410 (8.64%) Jenkins
3 340 (7.17%) GitLab
4 267 (5.63%) JIRA
5 65 (1.37%) Selenium
6 59 (1.24%) MLflow
7 37 (0.78%) Postman
8 36 (0.76%) Bitbucket
9 30 (0.63%) JMeter
10 28 (0.59%) Artifactory
10 28 (0.59%) Cypress.io
10 28 (0.59%) SonarQube
11 27 (0.57%) Cucumber
12 23 (0.48%) Maven
13 22 (0.46%) JUnit
13 22 (0.46%) REST Assured
14 21 (0.44%) Gatling
15 20 (0.42%) Sonatype Nexus
16 16 (0.34%) Zephyr
17 15 (0.32%) Robot Framework
General
1 1,033 (21.77%) Finance
2 1,029 (21.69%) Social Skills
3 677 (14.27%) Analytical Skills
4 470 (9.91%) Public Sector
5 372 (7.84%) Banking
6 189 (3.98%) Front Office
7 108 (2.28%) Documentation Skills
8 103 (2.17%) Investment Banking
9 88 (1.85%) Inclusion and Diversity
9 88 (1.85%) Retail
10 72 (1.52%) Marketing
11 57 (1.20%) Pharmaceutical
12 55 (1.16%) Telecoms
13 44 (0.93%) Financial Institution
13 44 (0.93%) Legal
14 41 (0.86%) Publishing
15 39 (0.82%) Military
16 37 (0.78%) Influencing Skills
17 29 (0.61%) Aerospace
18 28 (0.59%) Manufacturing
Job Titles
1 810 (17.07%) Developer
2 747 (15.74%) Senior
3 732 (15.43%) Data Engineer
4 412 (8.68%) Python Developer
5 395 (8.32%) Lead
6 277 (5.84%) DevOps Engineer
7 267 (5.63%) Python Engineer
8 265 (5.58%) Architect
9 264 (5.56%) Software Engineer
10 249 (5.25%) Analyst
11 214 (4.51%) Artificial Intelligence Engineer
12 185 (3.90%) AWS Engineer
13 183 (3.86%) Data Scientist
14 153 (3.22%) Senior Developer
15 145 (3.06%) Senior Data Engineer
16 143 (3.01%) Azure Engineer
17 140 (2.95%) Platform Engineer
18 136 (2.87%) Cloud Engineer
19 127 (2.68%) Data Analyst
20 108 (2.28%) Security Engineer
Libraries, Frameworks & Software Standards
1 349 (7.36%) REST
2 317 (6.68%) React
3 311 (6.55%) Kafka
4 309 (6.51%) PySpark
5 206 (4.34%) .NET
6 180 (3.79%) Node.js
7 169 (3.56%) Pandas
8 168 (3.54%) JSON
9 163 (3.44%) RESTful
10 162 (3.41%) FastAPI
11 151 (3.18%) Django
12 136 (2.87%) PyTorch
13 123 (2.59%) LangChain
14 101 (2.13%) NumPy
15 98 (2.07%) scikit-learn
16 95 (2.00%) TensorFlow
17 92 (1.94%) Flask
17 92 (1.94%) OpenTelemetry
18 90 (1.90%) Spring
19 89 (1.88%) YAML
Miscellaneous
1 638 (13.45%) Cloud Native
2 265 (5.58%) Distributed Systems
3 166 (3.50%) Onboarding
4 158 (3.33%) AI Agents
5 138 (2.91%) Data Centre
6 120 (2.53%) Product Ownership
7 118 (2.49%) Algorithms
8 110 (2.32%) Hybrid Cloud
9 109 (2.30%) Legacy Systems
10 106 (2.23%) Data Structures
11 105 (2.21%) Data Protection Act
12 102 (2.15%) Derivative
12 102 (2.15%) Fixed Income
13 93 (1.96%) Equities
14 84 (1.77%) Management Information System
15 74 (1.56%) Security Posture
16 57 (1.20%) Public Cloud
17 51 (1.07%) Self-Motivation
18 49 (1.03%) Greenfield Project
19 48 (1.01%) Linux Command Line
Operating Systems
1 567 (11.95%) Linux
2 276 (5.82%) Windows
3 181 (3.81%) Unix
4 107 (2.26%) 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 (0.46%) 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 3 (0.063%) Alpine Linux
Processes & Methodologies
1 1,795 (37.83%) CI/CD
2 1,332 (28.07%) DevOps
3 1,166 (24.57%) AI
4 1,064 (22.42%) Agile
5 1,004 (21.16%) Analytics
6 883 (18.61%) Infrastructure as Code
7 860 (18.12%) Data Pipeline
8 796 (16.78%) Problem-Solving
9 755 (15.91%) Machine Learning
10 708 (14.92%) Data Engineering
11 691 (14.56%) Software Engineering
12 642 (13.53%) Containerisation
12 642 (13.53%) Data Modelling
13 597 (12.58%) ETL
14 551 (11.61%) Data Science
15 524 (11.04%) Observability
16 478 (10.07%) Test Automation
17 459 (9.67%) Business Intelligence
18 437 (9.21%) Continuous Improvement
19 425 (8.96%) LLM
Programming Languages
1 1,580 (33.30%) SQL
2 699 (14.73%) Java
3 599 (12.62%) PowerShell
4 588 (12.39%) Bash
5 378 (7.97%) JavaScript
6 344 (7.25%) TypeScript
7 285 (6.01%) C#
8 192 (4.05%) Go
9 144 (3.03%) R
10 114 (2.40%) Scala
11 107 (2.26%) C++
12 102 (2.15%) Shell Script
13 80 (1.69%) Bicep
14 52 (1.10%) PL/SQL
14 52 (1.10%) Rust
15 51 (1.07%) C
16 49 (1.03%) Groovy
17 48 (1.01%) Perl
17 48 (1.01%) Ruby
18 47 (0.99%) Data Analysis Expressions
Qualifications
1 1,051 (22.15%) Security Cleared
2 831 (17.51%) SC Cleared
3 372 (7.84%) Degree
4 168 (3.54%) DV Cleared
5 142 (2.99%) Computer Science Degree
6 113 (2.38%) BPSS Clearance
7 106 (2.23%) AWS Certification
8 104 (2.19%) Azure Certification
9 84 (1.77%) CISSP
10 77 (1.62%) Cisco Certification
11 67 (1.41%) Master's Degree
12 48 (1.01%) CCNP
13 35 (0.74%) CISM
14 34 (0.72%) Microsoft Certification
15 32 (0.67%) VMware Certified Professional (VCP)
16 30 (0.63%) CCIE
16 30 (0.63%) PhD
17 25 (0.53%) AWS Certified Solutions Architect
18 21 (0.44%) CCNA
18 21 (0.44%) DBS Check
Quality Assurance & Compliance
1 480 (10.12%) Data Quality
2 206 (4.34%) QA
3 114 (2.40%) GDPR
4 102 (2.15%) NIST
5 99 (2.09%) ISO/IEC 27001
6 75 (1.58%) Accessibility
7 26 (0.55%) WCAG
8 25 (0.53%) SLA
9 22 (0.46%) HIPAA
10 21 (0.44%) NCSC
10 21 (0.44%) PCI DSS
11 20 (0.42%) Sarbanes-Oxley
12 17 (0.36%) 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
1 768 (16.19%) Docker
2 121 (2.55%) Active Directory
3 98 (2.07%) VMware Infrastructure
4 67 (1.41%) Virtual Machines
5 39 (0.82%) vSphere
6 34 (0.72%) VMware NSX
7 29 (0.61%) Hyper-V
8 26 (0.55%) Firmware
9 21 (0.44%) 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 (0.084%) Ceph
16 4 (0.084%) Slurm Workload Manager
16 4 (0.084%) Varnish
Systems Management
1 1,060 (22.34%) Terraform
2 891 (18.78%) Kubernetes
3 519 (10.94%) Ansible
4 287 (6.05%) Grafana
5 237 (4.99%) Prometheus
6 73 (1.54%) Puppet
7 63 (1.33%) Argo
8 47 (0.99%) Progress Chef
9 36 (0.76%) vCenter Server
10 27 (0.57%) Istio
10 27 (0.57%) Kibana
11 26 (0.55%) Control-M
12 24 (0.51%) Microsoft Intune
12 24 (0.51%) Nessus
13 23 (0.48%) Nagios
13 23 (0.48%) ZABBIX
14 21 (0.44%) vRealize
15 18 (0.38%) IBM Guardium
16 17 (0.36%) HAProxy
16 17 (0.36%) Tivoli
Vendors
1 554 (11.68%) Microsoft
2 474 (9.99%) Databricks
3 261 (5.50%) Google
4 217 (4.57%) Oracle
5 184 (3.88%) Splunk
6 131 (2.76%) VMware
7 126 (2.66%) Cisco
8 121 (2.55%) OpenAI
9 102 (2.15%) ServiceNow
10 92 (1.94%) Red Hat
11 89 (1.88%) F5
12 81 (1.71%) Palo Alto
13 77 (1.62%) Dynatrace
14 68 (1.43%) Informatica
15 64 (1.35%) IBM
16 63 (1.33%) CyberArk
16 63 (1.33%) Fortinet
17 57 (1.20%) Foundry
18 53 (1.12%) Arista
19 47 (0.99%) SAP