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

6 months to
18 Mar 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,331 3,282 3,520
As % of all contract jobs in England 11.73% 13.39% 9.29%
As % of the Programming Languages category 40.63% 39.57% 32.13%
Number of daily rates quoted 2,984 2,330 2,526
10th Percentile £363 £393 £400
25th Percentile £421 £463 £463
Median daily rate (50th Percentile) £518 £573 £550
Median % change year-on-year -9.61% +4.09% -8.33%
75th Percentile £631 £695 £688
90th Percentile £750 £838 £788
UK median daily rate £512 £550 £550
% change year-on-year -7.00% - -8.33%
Number of hourly rates quoted 82 41 93
10th Percentile £27.50 £21.25 £23.28
25th Percentile £41.42 £25.25 £40.00
Median hourly rate £56.63 £52.50 £56.00
Median % change year-on-year +7.87% -6.25% -13.85%
75th Percentile £74.26 £67.50 £67.00
90th Percentile £80.18 £82.96 £72.50
UK median hourly rate £54.00 £43.50 £50.25
% change year-on-year +24.14% -13.43% -22.69%

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 10,659 8,295 10,957
As % of all contract IT jobs advertised in England 28.86% 33.85% 28.91%
Number of daily rates quoted 7,088 5,593 7,919
10th Percentile £351 £360 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £505 £525 £538
Median % change year-on-year -3.81% -2.33% -6.44%
75th Percentile £613 £650 £656
90th Percentile £725 £775 £768
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 459 216 449
10th Percentile £41.94 £25.25 £35.00
25th Percentile £55.00 £38.22 £46.25
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -4.76%
75th Percentile £70.00 £68.75 £67.50
90th Percentile £76.40 £85.00 £75.00
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -4.00%

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 18 March 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 18 March 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 18 March 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 2,458 £550 -8.33% 1,235
North of England +12 664 £475 -5.00% 511
South East -5 411 £500 -6.50% 661
Yorkshire +2 347 £482 -3.60% 197
Midlands 0 282 £498 +1.63% 253
North West +12 270 £475 -4.90% 222
West Midlands -5 231 £500 - 116
South West -3 229 £531 -7.61% 269
East of England -2 130 £500 - 242
North East +16 55 £488 -4.88% 96
East Midlands -21 50 £447 +5.18% 137
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
1 230 (5.31%) Apache Spark
2 173 (3.99%) Apache Airflow
3 141 (3.26%) Confluence
4 123 (2.84%) Apache
5 63 (1.45%) SAS
6 51 (1.18%) SharePoint
7 25 (0.58%) Microsoft Exchange
8 24 (0.55%) Jupyter
9 20 (0.46%) OpenStack
9 20 (0.46%) Palantir Foundry
10 18 (0.42%) Appian
11 12 (0.28%) nginx
12 10 (0.23%) Camunda
13 8 (0.18%) CMS
14 6 (0.14%) Apache Superset
14 6 (0.14%) ArcGIS
15 4 (0.092%) Oracle Application Server
16 3 (0.069%) Ethereum
16 3 (0.069%) IIS
16 3 (0.069%) WebSphere
Applications
1 118 (2.72%) Microsoft Excel
2 31 (0.72%) Chatbot
3 25 (0.58%) Microsoft Office
4 22 (0.51%) Microsoft PowerPoint
5 20 (0.46%) MS Visio
6 12 (0.28%) Spreadsheet
7 8 (0.18%) Weka
8 4 (0.092%) CPLEX
8 4 (0.092%) Microsoft Project
9 3 (0.069%) LaTeX
10 1 (0.023%) OrCAD
Business Applications
1 24 (0.55%) Aladdin
2 12 (0.28%) Fidessa
3 9 (0.21%) SAP S/4HANA
4 4 (0.092%) Bloomberg AIM
4 4 (0.092%) Oracle EBS
5 3 (0.069%) Actimize
5 3 (0.069%) BambooHR
6 2 (0.046%) Cloudability
6 2 (0.046%) NEC Housing
6 2 (0.046%) NetSuite
6 2 (0.046%) Remedy ITSM
6 2 (0.046%) Shopify
7 1 (0.023%) Dynamics CRM
7 1 (0.023%) IntelliMatch
7 1 (0.023%) Loan IQ
7 1 (0.023%) Odoo
7 1 (0.023%) ResourceLink
7 1 (0.023%) Salesforce CRM
7 1 (0.023%) SAP BPC
7 1 (0.023%) SimCorp Dimension
Cloud Services
1 1,657 (38.26%) AWS
2 1,524 (35.19%) Azure
3 702 (16.21%) GCP
4 607 (14.02%) GitHub
5 443 (10.23%) Power Platform
6 420 (9.70%) Serverless
7 333 (7.69%) Azure DevOps
8 300 (6.93%) GitHub Actions
9 290 (6.70%) Amazon S3
10 271 (6.26%) AWS Lambda
11 247 (5.70%) Azure Data Factory
12 216 (4.99%) Snowflake
13 187 (4.32%) AWS CloudFormation
14 164 (3.79%) OpenShift
15 150 (3.46%) Amazon EKS
16 148 (3.42%) Azure Synapse Analytics
17 134 (3.09%) dbt
18 125 (2.89%) Amazon ECS
19 109 (2.52%) Amazon EC2
20 104 (2.40%) Amazon CloudWatch
Communications & Networking
1 172 (3.97%) Firewall
2 126 (2.91%) DNS
3 95 (2.19%) Network Security
4 88 (2.03%) TCP/IP
5 71 (1.64%) VPN
6 57 (1.32%) BGP
7 55 (1.27%) WAN
8 43 (0.99%) HTTP
9 39 (0.90%) Wireshark
10 36 (0.83%) MPLS
11 32 (0.74%) SSL
12 30 (0.69%) DHCP
13 29 (0.67%) LAN
13 29 (0.67%) OSPF
13 29 (0.67%) SD-WAN
14 25 (0.58%) VLAN
15 24 (0.55%) SAN
16 22 (0.51%) SNMP
17 21 (0.48%) Multicast
17 21 (0.48%) VXLAN
Database & Business Intelligence
1 369 (8.52%) Power BI
2 318 (7.34%) PostgreSQL
3 259 (5.98%) Data Warehouse
4 202 (4.66%) Data Lake
5 196 (4.53%) NoSQL
6 177 (4.09%) Relational Database
7 173 (3.99%) SQL Server
8 142 (3.28%) Tableau
9 126 (2.91%) Big Data
10 121 (2.79%) Metadata
11 110 (2.54%) Delta Lake
12 105 (2.42%) BigQuery
13 97 (2.24%) MySQL
14 96 (2.22%) Amazon RDS
14 96 (2.22%) Amazon Redshift
15 86 (1.99%) Azure SQL Database
16 82 (1.89%) MongoDB
17 74 (1.71%) Amazon Athena
18 66 (1.52%) Hadoop
19 58 (1.34%) DynamoDB
Development Applications
1 546 (12.61%) Git
2 448 (10.34%) Jenkins
3 345 (7.97%) GitLab
4 257 (5.93%) JIRA
5 82 (1.89%) MLflow
6 72 (1.66%) Selenium
7 44 (1.02%) Postman
8 39 (0.90%) Bitbucket
8 39 (0.90%) Cucumber
9 33 (0.76%) JUnit
10 29 (0.67%) JMeter
11 28 (0.65%) Sonatype Nexus
12 25 (0.58%) SpecFlow
13 23 (0.53%) Cypress.io
14 22 (0.51%) Artifactory
15 19 (0.44%) CircleCI
15 19 (0.44%) Robot Framework
15 19 (0.44%) SonarQube
16 18 (0.42%) Gatling
16 18 (0.42%) Maven
General
1 1,102 (25.44%) Social Skills
2 901 (20.80%) Finance
3 628 (14.50%) Analytical Skills
4 404 (9.33%) Public Sector
5 366 (8.45%) Banking
6 171 (3.95%) Front Office
7 119 (2.75%) Documentation Skills
8 84 (1.94%) Investment Banking
9 60 (1.39%) Retail
10 58 (1.34%) Marketing
11 57 (1.32%) Pharmaceutical
12 51 (1.18%) Inclusion and Diversity
12 51 (1.18%) Telecoms
13 50 (1.15%) Financial Institution
14 42 (0.97%) Legal
15 41 (0.95%) Influencing Skills
16 40 (0.92%) Manufacturing
17 32 (0.74%) Presentation Skills
18 28 (0.65%) Military
19 23 (0.53%) Publishing
Job Titles
1 817 (18.86%) Developer
2 627 (14.48%) Data Engineer
3 587 (13.55%) Senior
4 361 (8.34%) Python Developer
5 315 (7.27%) Lead
6 285 (6.58%) Architect
7 235 (5.43%) DevOps Engineer
8 232 (5.36%) Analyst
9 229 (5.29%) Software Engineer
10 213 (4.92%) Python Engineer
11 206 (4.76%) Artificial Intelligence Engineer
12 181 (4.18%) AWS Engineer
13 179 (4.13%) Data Scientist
14 138 (3.19%) Azure Engineer
15 135 (3.12%) Platform Engineer
16 125 (2.89%) Senior Developer
17 116 (2.68%) Senior Data Engineer
18 114 (2.63%) Data Analyst
18 114 (2.63%) Full-Stack Developer
19 102 (2.36%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 377 (8.70%) REST
2 319 (7.37%) React
3 315 (7.27%) Kafka
4 274 (6.33%) PySpark
5 227 (5.24%) Node.js
6 199 (4.59%) PyTorch
7 191 (4.41%) Pandas
8 176 (4.06%) .NET
9 168 (3.88%) RESTful
10 163 (3.76%) TensorFlow
11 150 (3.46%) FastAPI
12 137 (3.16%) NumPy
13 136 (3.14%) scikit-learn
14 122 (2.82%) AngularJS
15 115 (2.66%) JSON
16 101 (2.33%) LangChain
17 99 (2.29%) Django
18 97 (2.24%) LDAP
18 97 (2.24%) pytest
19 96 (2.22%) Flask
Miscellaneous
1 446 (10.30%) Cloud Native
2 167 (3.86%) Algorithms
2 167 (3.86%) Distributed Systems
3 123 (2.84%) Product Ownership
4 120 (2.77%) Equities
5 115 (2.66%) Fixed Income
6 102 (2.36%) Derivative
7 101 (2.33%) Data Protection Act
8 92 (2.12%) Data Structures
9 91 (2.10%) AI Agents
10 87 (2.01%) Hybrid Cloud
11 83 (1.92%) Onboarding
12 82 (1.89%) Security Posture
13 80 (1.85%) Enterprise Software
14 75 (1.73%) Data Centre
15 74 (1.71%) Public Cloud
16 73 (1.69%) Legacy Systems
17 67 (1.55%) Management Information System
18 55 (1.27%) Hedge funds
19 51 (1.18%) Foreign Exchange (FX)
Operating Systems
1 579 (13.37%) Linux
2 259 (5.98%) Windows
3 152 (3.51%) Unix
4 75 (1.73%) Red Hat Enterprise Linux
5 52 (1.20%) Windows Server
6 31 (0.72%) Android
7 30 (0.69%) Ubuntu
7 30 (0.69%) VMS
8 18 (0.42%) CentOS
9 16 (0.37%) Apple iOS
10 15 (0.35%) AIX
11 14 (0.32%) Mac OS
11 14 (0.32%) Solaris
12 9 (0.21%) Kali Linux
12 9 (0.21%) Windows 7
13 6 (0.14%) Debian
14 5 (0.12%) zOS
15 4 (0.092%) Amazon Linux
15 4 (0.092%) Rocky
16 3 (0.069%) Robot Operating System
Processes & Methodologies
1 1,589 (36.69%) CI/CD
2 1,245 (28.75%) DevOps
3 1,015 (23.44%) Agile
4 960 (22.17%) AI
5 929 (21.45%) Problem-Solving
6 915 (21.13%) Analytics
7 746 (17.22%) Infrastructure as Code
8 716 (16.53%) Data Pipeline
8 716 (16.53%) Machine Learning
9 672 (15.52%) Containerisation
10 641 (14.80%) Data Engineering
11 605 (13.97%) Data Modelling
12 598 (13.81%) ETL
13 537 (12.40%) Data Science
14 527 (12.17%) Software Engineering
15 516 (11.91%) Test Automation
16 442 (10.21%) Business Intelligence
17 421 (9.72%) Observability
18 369 (8.52%) LLM
19 334 (7.71%) Data Governance
Programming Languages
1 1,443 (33.32%) SQL
2 648 (14.96%) Java
3 555 (12.81%) PowerShell
4 493 (11.38%) Bash
5 417 (9.63%) JavaScript
6 292 (6.74%) TypeScript
7 282 (6.51%) C#
8 199 (4.59%) Go
9 146 (3.37%) C++
10 135 (3.12%) R
11 112 (2.59%) Scala
12 100 (2.31%) Shell Script
13 84 (1.94%) Ruby
14 74 (1.71%) Perl
15 70 (1.62%) Bicep
16 54 (1.25%) Kusto Query Language
17 44 (1.02%) C
17 44 (1.02%) Data Analysis Expressions
18 41 (0.95%) VBA
19 34 (0.79%) T-SQL
Qualifications
1 1,008 (23.27%) Security Cleared
2 802 (18.52%) SC Cleared
3 397 (9.17%) Degree
4 196 (4.53%) Computer Science Degree
5 136 (3.14%) DV Cleared
6 109 (2.52%) Master's Degree
7 93 (2.15%) AWS Certification
8 88 (2.03%) Azure Certification
8 88 (2.03%) BPSS Clearance
9 85 (1.96%) CISSP
10 63 (1.45%) Cisco Certification
11 47 (1.09%) CCNP
12 43 (0.99%) CISM
12 43 (0.99%) PhD
13 30 (0.69%) Microsoft Certification
14 28 (0.65%) Microsoft Certified Professional
15 26 (0.60%) CEH
16 25 (0.58%) AWS Certified Solutions Architect
16 25 (0.58%) CCIE
16 25 (0.58%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 424 (9.79%) Data Quality
2 183 (4.23%) QA
3 159 (3.67%) GDPR
4 101 (2.33%) NIST
5 85 (1.96%) ISO/IEC 27001
6 54 (1.25%) Accessibility
7 26 (0.60%) Sarbanes-Oxley
8 25 (0.58%) PCI DSS
9 24 (0.55%) SLA
10 23 (0.53%) NCSC
11 19 (0.44%) HIPAA
12 15 (0.35%) WCAG
13 14 (0.32%) Actionable Recommendations
14 12 (0.28%) EU AI Act
15 11 (0.25%) SOC 2
16 10 (0.23%) MiFID
16 10 (0.23%) PSD2
17 9 (0.21%) Cyber Essentials
18 8 (0.18%) EMIR
18 8 (0.18%) PMO
System Software
1 820 (18.93%) Docker
2 158 (3.65%) Active Directory
3 101 (2.33%) VMware Infrastructure
4 51 (1.18%) vSphere
5 49 (1.13%) Virtual Machines
6 43 (0.99%) VMware NSX
7 23 (0.53%) Firmware
8 20 (0.46%) Hyper-V
9 13 (0.30%) KVM
10 10 (0.23%) VMware ESXi
11 9 (0.21%) GPFS
11 9 (0.21%) Lustre
11 9 (0.21%) Slurm Workload Manager
12 8 (0.18%) HDFS
13 5 (0.12%) Postfix
14 4 (0.092%) Active Directory Lightweight Directory Services
14 4 (0.092%) Virtual Desktop
14 4 (0.092%) Virtual Servers
15 3 (0.069%) Ceph
15 3 (0.069%) Embedded Firmware
Systems Management
1 934 (21.57%) Terraform
2 907 (20.94%) Kubernetes
3 451 (10.41%) Ansible
4 284 (6.56%) Grafana
5 258 (5.96%) Prometheus
6 86 (1.99%) Argo
7 67 (1.55%) Puppet
8 42 (0.97%) Istio
9 34 (0.79%) Kibana
9 34 (0.79%) vCenter Server
10 32 (0.74%) Nessus
11 25 (0.58%) Control-M
12 24 (0.55%) Progress Chef
13 23 (0.53%) IBM Guardium
13 23 (0.53%) Single Sign-On
14 21 (0.48%) Rancher
15 19 (0.44%) Microsoft Intune
16 16 (0.37%) Kubeflow
17 15 (0.35%) vRealize
18 14 (0.32%) ITRS Geneos
Vendors
1 547 (12.63%) Microsoft
2 458 (10.57%) Databricks
3 255 (5.89%) Google
4 197 (4.55%) Splunk
5 186 (4.29%) Oracle
6 167 (3.86%) VMware
7 135 (3.12%) Red Hat
8 105 (2.42%) OpenAI
9 101 (2.33%) Cisco
10 87 (2.01%) ServiceNow
11 82 (1.89%) CyberArk
12 74 (1.71%) Foundry
13 67 (1.55%) BeyondTrust
14 56 (1.29%) F5
15 52 (1.20%) Informatica
16 51 (1.18%) Palo Alto
17 48 (1.11%) IBM
18 42 (0.97%) Dynatrace
19 39 (0.90%) Atlassian
20 37 (0.85%) SAP