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 7 May 2026, with comparisons to the same periods in the previous two years.

6 months to
7 May 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,396 3,252 3,488
As % of all contract jobs in England 10.80% 13.34% 9.41%
As % of the Programming Languages category 40.20% 39.55% 31.87%
Number of daily rates quoted 2,992 2,351 2,549
10th Percentile £363 £391 £388
25th Percentile £425 £456 £463
Median daily rate (50th Percentile) £525 £550 £563
Median % change year-on-year -4.55% -2.22% -6.25%
75th Percentile £625 £700 £688
90th Percentile £750 £838 £825
UK median daily rate £519 £550 £550
% change year-on-year -5.73% - -8.33%
Number of hourly rates quoted 114 47 85
10th Percentile £28.52 £21.25 £25.35
25th Percentile £43.81 £26.41 £42.50
Median hourly rate £55.00 £40.00 £62.50
Median % change year-on-year +37.50% -36.00% -3.85%
75th Percentile £73.95 £58.13 £71.88
90th Percentile £84.63 £72.75 £77.50
UK median hourly rate £55.00 £38.41 £60.00
% change year-on-year +43.19% -35.98% -7.25%

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 10,936 8,223 10,946
As % of all contract IT jobs advertised in England 26.86% 33.73% 29.53%
Number of daily rates quoted 7,232 5,698 7,962
10th Percentile £353 £363 £350
25th Percentile £415 £422 £425
Median daily rate (50th Percentile) £507 £525 £545
Median % change year-on-year -3.43% -3.67% -3.17%
75th Percentile £611 £650 £653
90th Percentile £725 £788 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 533 221 445
10th Percentile £41.94 £25.75 £36.05
25th Percentile £55.00 £38.11 £48.43
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - +2.97%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £61.60
% change year-on-year +4.00% +1.46% +2.20%

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 7 May 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 7 May 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 7 May 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 2,492 £550 -8.33% 1,355
North of England +9 681 £478 -2.95% 534
South East 0 417 £511 -2.62% 660
Yorkshire 0 380 £475 -5.00% 149
Midlands -13 262 £500 +10.01% 238
South West 0 254 £500 -9.09% 221
North West +2 249 £500 +5.26% 283
West Midlands -7 200 £500 - 117
East of England -4 131 £500 - 214
North East +10 61 £475 +2.70% 103
East Midlands -10 61 £470 +10.59% 121
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
1 245 (5.57%) Apache Spark
2 176 (4.00%) Apache Airflow
3 132 (3.00%) Apache
4 108 (2.46%) Confluence
5 46 (1.05%) SAS
6 39 (0.89%) SharePoint
7 28 (0.64%) Jupyter
8 19 (0.43%) OpenStack
9 15 (0.34%) Microsoft Exchange
10 13 (0.30%) Palantir Foundry
11 12 (0.27%) Appian
12 8 (0.18%) Apache Superset
12 8 (0.18%) Camunda
12 8 (0.18%) CMS
13 7 (0.16%) ArcGIS
13 7 (0.16%) nginx
14 6 (0.14%) IIS
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.091%) CICS
Applications
1 118 (2.68%) Microsoft Excel
2 25 (0.57%) Chatbot
3 22 (0.50%) Microsoft Office
4 19 (0.43%) MS Visio
5 18 (0.41%) Microsoft PowerPoint
6 17 (0.39%) Spreadsheet
7 7 (0.16%) CPLEX
8 4 (0.091%) Microsoft Project
9 3 (0.068%) LaTeX
9 3 (0.068%) Weka
10 1 (0.023%) OrCAD
10 1 (0.023%) SPSS
Business Applications
1 22 (0.50%) Aladdin
2 13 (0.30%) SAP S/4HANA
3 7 (0.16%) Fidessa
3 7 (0.16%) SAP IBP
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
4 5 (0.11%) Remedy ITSM
5 4 (0.091%) Bloomberg AIM
6 2 (0.045%) Actimize
6 2 (0.045%) Front Arena
6 2 (0.045%) Global One
6 2 (0.045%) NEC Housing
6 2 (0.045%) NetSuite
6 2 (0.045%) Oracle ERP
7 1 (0.023%) Dynamics CRM
7 1 (0.023%) Loan IQ
7 1 (0.023%) Oracle Applications
7 1 (0.023%) ResourceLink
7 1 (0.023%) SAP APO
7 1 (0.023%) Teamcenter
Cloud Services
1 1,671 (38.01%) AWS
2 1,545 (35.15%) Azure
3 668 (15.20%) GCP
4 559 (12.72%) GitHub
5 469 (10.67%) Power Platform
6 390 (8.87%) Serverless
7 331 (7.53%) Azure DevOps
8 322 (7.32%) Amazon S3
9 304 (6.92%) GitHub Actions
10 281 (6.39%) AWS Lambda
11 255 (5.80%) Azure Data Factory
12 190 (4.32%) Snowflake
13 171 (3.89%) AWS CloudFormation
14 157 (3.57%) Azure Synapse Analytics
15 147 (3.34%) dbt
16 145 (3.30%) OpenShift
17 129 (2.93%) Amazon EKS
18 111 (2.53%) Amazon ECS
19 101 (2.30%) Amazon CloudWatch
20 94 (2.14%) Amazon EC2
Communications & Networking
1 152 (3.46%) Firewall
2 119 (2.71%) DNS
3 88 (2.00%) Network Security
4 82 (1.87%) TCP/IP
5 72 (1.64%) WAN
6 70 (1.59%) BGP
7 69 (1.57%) VPN
8 45 (1.02%) HTTP
9 42 (0.96%) OSPF
10 34 (0.77%) SNMP
11 32 (0.73%) BIG-IP
11 32 (0.73%) SD-WAN
12 31 (0.71%) MPLS
13 30 (0.68%) DHCP
14 29 (0.66%) VXLAN
14 29 (0.66%) Wireshark
15 27 (0.61%) LAN
16 26 (0.59%) SAN
16 26 (0.59%) SSL
17 25 (0.57%) VLAN
Database & Business Intelligence
1 400 (9.10%) Power BI
2 289 (6.57%) PostgreSQL
3 250 (5.69%) Data Warehouse
4 219 (4.98%) SQL Server
5 203 (4.62%) Data Lake
6 176 (4.00%) Tableau
7 155 (3.53%) NoSQL
8 152 (3.46%) Relational Database
9 139 (3.16%) Metadata
10 124 (2.82%) Delta Lake
11 118 (2.68%) Big Data
11 118 (2.68%) BigQuery
12 105 (2.39%) Amazon Redshift
13 101 (2.30%) Amazon Athena
14 86 (1.96%) Amazon RDS
15 85 (1.93%) Azure SQL Database
16 80 (1.82%) MongoDB
17 71 (1.62%) MySQL
18 65 (1.48%) DynamoDB
19 59 (1.34%) Hadoop
Development Applications
1 530 (12.06%) Git
2 382 (8.69%) Jenkins
3 291 (6.62%) GitLab
4 208 (4.73%) JIRA
5 76 (1.73%) MLflow
6 60 (1.36%) Selenium
7 50 (1.14%) Postman
8 34 (0.77%) Cucumber
9 27 (0.61%) Artifactory
9 27 (0.61%) Bitbucket
10 22 (0.50%) Cypress.io
10 22 (0.50%) JMeter
10 22 (0.50%) Robot Framework
10 22 (0.50%) SonarQube
11 21 (0.48%) SpecFlow
12 20 (0.45%) Maven
12 20 (0.45%) Sonatype Nexus
13 19 (0.43%) JUnit
14 17 (0.39%) Gatling
14 17 (0.39%) REST Assured
General
1 994 (22.61%) Social Skills
2 913 (20.77%) Finance
3 615 (13.99%) Analytical Skills
4 395 (8.99%) Public Sector
5 320 (7.28%) Banking
6 171 (3.89%) Front Office
7 119 (2.71%) Documentation Skills
8 79 (1.80%) Investment Banking
9 69 (1.57%) Marketing
10 55 (1.25%) Inclusion and Diversity
11 52 (1.18%) Retail
12 50 (1.14%) Pharmaceutical
12 50 (1.14%) Telecoms
13 39 (0.89%) Legal
14 35 (0.80%) Influencing Skills
15 33 (0.75%) Financial Institution
16 31 (0.71%) Manufacturing
17 30 (0.68%) Publishing
18 28 (0.64%) Presentation Skills
19 27 (0.61%) Military
Job Titles
1 825 (18.77%) Developer
2 683 (15.54%) Data Engineer
3 625 (14.22%) Senior
4 399 (9.08%) Python Developer
5 307 (6.98%) Lead
6 299 (6.80%) Architect
7 239 (5.44%) Analyst
8 224 (5.10%) DevOps Engineer
8 224 (5.10%) Software Engineer
9 212 (4.82%) Python Engineer
10 197 (4.48%) Artificial Intelligence Engineer
11 185 (4.21%) Data Scientist
12 157 (3.57%) AWS Engineer
13 142 (3.23%) Azure Engineer
14 137 (3.12%) Senior Data Engineer
15 136 (3.09%) Senior Developer
16 130 (2.96%) Data Analyst
17 113 (2.57%) Full-Stack Developer
17 113 (2.57%) Platform Engineer
18 111 (2.53%) Security Engineer
Libraries, Frameworks & Software Standards
1 325 (7.39%) REST
2 314 (7.14%) React
3 311 (7.07%) Kafka
4 298 (6.78%) PySpark
5 202 (4.60%) Node.js
6 198 (4.50%) .NET
7 189 (4.30%) Pandas
8 166 (3.78%) PyTorch
9 142 (3.23%) RESTful
10 139 (3.16%) JSON
11 133 (3.03%) FastAPI
12 122 (2.78%) TensorFlow
13 116 (2.64%) scikit-learn
14 114 (2.59%) NumPy
15 107 (2.43%) LangChain
15 107 (2.43%) LDAP
16 104 (2.37%) AngularJS
17 103 (2.34%) Django
18 97 (2.21%) Flask
18 97 (2.21%) YAML
Miscellaneous
1 461 (10.49%) Cloud Native
2 180 (4.09%) Distributed Systems
3 130 (2.96%) Algorithms
4 120 (2.73%) Product Ownership
5 112 (2.55%) AI Agents
6 108 (2.46%) Fixed Income
7 107 (2.43%) Equities
8 106 (2.41%) Data Protection Act
9 100 (2.27%) Derivative
10 98 (2.23%) Onboarding
11 93 (2.12%) Data Structures
12 91 (2.07%) Data Centre
13 86 (1.96%) Hybrid Cloud
14 83 (1.89%) Enterprise Software
15 79 (1.80%) Security Posture
16 76 (1.73%) Management Information System
17 75 (1.71%) Legacy Systems
18 55 (1.25%) Public Cloud
19 45 (1.02%) Distributed Computing
20 44 (1.00%) Self-Motivation
Operating Systems
1 539 (12.26%) Linux
2 239 (5.44%) Windows
3 174 (3.96%) Unix
4 73 (1.66%) Red Hat Enterprise Linux
5 48 (1.09%) Windows Server
6 35 (0.80%) Ubuntu
7 34 (0.77%) VMS
8 27 (0.61%) Android
9 22 (0.50%) AIX
10 20 (0.45%) CentOS
11 18 (0.41%) Solaris
12 16 (0.36%) Apple iOS
12 16 (0.36%) Mac OS
13 10 (0.23%) Debian
14 9 (0.20%) zOS
15 6 (0.14%) Embedded Linux
15 6 (0.14%) Rocky
16 5 (0.11%) Windows 7
17 4 (0.091%) Amazon Linux
18 3 (0.068%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,597 (36.33%) CI/CD
2 1,190 (27.07%) DevOps
3 993 (22.59%) AI
4 947 (21.54%) Analytics
5 942 (21.43%) Agile
6 855 (19.45%) Problem-Solving
7 751 (17.08%) Infrastructure as Code
8 738 (16.79%) Data Pipeline
9 673 (15.31%) Machine Learning
10 632 (14.38%) Containerisation
11 629 (14.31%) Data Engineering
12 616 (14.01%) Data Modelling
13 603 (13.72%) ETL
14 537 (12.22%) Software Engineering
15 511 (11.62%) Data Science
16 466 (10.60%) Business Intelligence
17 454 (10.33%) Test Automation
18 438 (9.96%) Observability
19 360 (8.19%) LLM
20 351 (7.98%) Validation
Programming Languages
1 1,517 (34.51%) SQL
2 697 (15.86%) Java
3 546 (12.42%) PowerShell
4 477 (10.85%) Bash
5 407 (9.26%) JavaScript
6 306 (6.96%) C#
7 300 (6.82%) TypeScript
8 180 (4.09%) Go
9 162 (3.69%) R
10 135 (3.07%) Scala
11 121 (2.75%) C++
12 96 (2.18%) Shell Script
13 74 (1.68%) Ruby
14 71 (1.62%) Bicep
15 51 (1.16%) Data Analysis Expressions
16 50 (1.14%) Perl
17 49 (1.11%) C
17 49 (1.11%) PL/SQL
18 44 (1.00%) Kusto Query Language
19 42 (0.96%) T-SQL
Qualifications
1 994 (22.61%) Security Cleared
2 800 (18.20%) SC Cleared
3 337 (7.67%) Degree
4 160 (3.64%) Computer Science Degree
5 128 (2.91%) DV Cleared
6 103 (2.34%) BPSS Clearance
7 97 (2.21%) Azure Certification
8 83 (1.89%) CISSP
9 73 (1.66%) AWS Certification
10 72 (1.64%) Master's Degree
11 58 (1.32%) Cisco Certification
12 47 (1.07%) CISM
13 37 (0.84%) CCNP
14 35 (0.80%) PhD
15 34 (0.77%) VMware Certified Professional (VCP)
16 31 (0.71%) Microsoft Certification
17 24 (0.55%) AWS Certified Solutions Architect
18 20 (0.45%) CCIE
18 20 (0.45%) ISTQB
19 18 (0.41%) GIAC
Quality Assurance & Compliance
1 441 (10.03%) Data Quality
2 187 (4.25%) QA
3 155 (3.53%) GDPR
4 98 (2.23%) NIST
5 93 (2.12%) ISO/IEC 27001
6 57 (1.30%) Accessibility
7 32 (0.73%) Sarbanes-Oxley
8 26 (0.59%) SLA
9 25 (0.57%) PCI DSS
10 23 (0.52%) HIPAA
11 17 (0.39%) WCAG
12 16 (0.36%) NCSC
13 15 (0.34%) Actionable Recommendations
14 10 (0.23%) Cyber Essentials
15 9 (0.20%) ISO 20022
16 8 (0.18%) California Consumer Privacy Act
16 8 (0.18%) GRC
16 8 (0.18%) MiFID
16 8 (0.18%) PMO
17 7 (0.16%) SOC 2
System Software
1 716 (16.29%) Docker
2 147 (3.34%) Active Directory
3 84 (1.91%) VMware Infrastructure
4 60 (1.36%) Virtual Machines
5 35 (0.80%) VMware NSX
6 32 (0.73%) vSphere
7 28 (0.64%) Firmware
8 22 (0.50%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.27%) VMware ESXi
11 9 (0.20%) HDFS
12 8 (0.18%) NFS
13 7 (0.16%) Postfix
13 7 (0.16%) Virtual Desktop
14 6 (0.14%) Oracle RAC
15 4 (0.091%) Active Directory Lightweight Directory Services
15 4 (0.091%) GPFS
15 4 (0.091%) Slurm Workload Manager
15 4 (0.091%) Squid
15 4 (0.091%) SRDF
Systems Management
1 919 (20.91%) Terraform
2 822 (18.70%) Kubernetes
3 445 (10.12%) Ansible
4 270 (6.14%) Grafana
5 230 (5.23%) Prometheus
6 71 (1.62%) Puppet
7 61 (1.39%) Argo
8 39 (0.89%) Istio
9 35 (0.80%) Kibana
10 31 (0.71%) vCenter Server
11 29 (0.66%) Progress Chef
12 25 (0.57%) Nessus
13 24 (0.55%) Control-M
14 23 (0.52%) Nagios
15 21 (0.48%) Rancher
15 21 (0.48%) vRealize
16 20 (0.45%) ZABBIX
17 18 (0.41%) Kubeflow
18 17 (0.39%) IBM Guardium
18 17 (0.39%) Tivoli
Vendors
1 532 (12.10%) Microsoft
2 474 (10.78%) Databricks
3 213 (4.85%) Google
4 198 (4.50%) Oracle
5 195 (4.44%) Splunk
6 137 (3.12%) VMware
7 108 (2.46%) Red Hat
8 106 (2.41%) OpenAI
9 93 (2.12%) Cisco
10 92 (2.09%) CyberArk
11 83 (1.89%) ServiceNow
12 81 (1.84%) BeyondTrust
13 62 (1.41%) Dynatrace
14 58 (1.32%) F5
14 58 (1.32%) Palo Alto
15 54 (1.23%) Foundry
16 53 (1.21%) Informatica
17 52 (1.18%) IBM
18 44 (1.00%) SAP
19 36 (0.82%) Fortinet