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

6 months to
8 May 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,368 3,219 3,479
As % of all contract jobs in England 10.78% 13.28% 9.44%
As % of the Programming Languages category 40.20% 39.30% 32.05%
Number of daily rates quoted 2,971 2,323 2,542
10th Percentile £363 £391 £388
25th Percentile £425 £456 £463
Median daily rate (50th Percentile) £525 £550 £567
Median % change year-on-year -4.55% -2.96% -5.54%
75th Percentile £625 £699 £689
90th Percentile £750 £838 £825
UK median daily rate £518 £550 £550
% change year-on-year -5.82% - -8.33%
Number of hourly rates quoted 113 46 84
10th Percentile £30.10 £21.63 £25.33
25th Percentile £43.81 £26.75 £42.44
Median hourly rate £55.00 £40.00 £62.50
Median % change year-on-year +37.50% -36.00% -3.85%
75th Percentile £74.26 £58.44 £72.03
90th Percentile £84.75 £73.13 £77.50
UK median hourly rate £55.00 £40.00 £60.00
% change year-on-year +37.50% -33.33% -6.80%

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 10,865 8,191 10,855
As % of all contract IT jobs advertised in England 26.82% 33.80% 29.46%
Number of daily rates quoted 7,182 5,676 7,891
10th Percentile £352 £363 £350
25th Percentile £415 £420 £425
Median daily rate (50th Percentile) £505 £525 £550
Median % change year-on-year -3.81% -4.55% -2.22%
75th Percentile £606 £650 £656
90th Percentile £725 £788 £775
UK median daily rate £500 £525 £530
% change year-on-year -4.76% -0.94% -3.64%
Number of hourly rates quoted 531 218 443
10th Percentile £41.94 £26.10 £36.89
25th Percentile £55.00 £38.40 £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 8 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 8 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 8 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 2,472 £550 -8.33% 1,174
North of England +10 683 £475 -3.46% 461
South East -3 412 £513 -2.38% 588
Yorkshire 0 383 £475 -5.00% 132
Midlands -13 259 £500 +11.11% 210
South West +1 254 £500 -5.88% 201
North West 0 247 £500 +4.17% 245
West Midlands -7 197 £500 - 100
East of England -3 131 £500 - 176
North East +7 62 £475 +2.70% 84
East Midlands -5 61 £470 +10.59% 110
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
1 241 (5.52%) Apache Spark
2 173 (3.96%) Apache Airflow
3 130 (2.98%) Apache
4 106 (2.43%) 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 14 (0.32%) Palantir Foundry
11 11 (0.25%) Appian
12 8 (0.18%) Apache Superset
12 8 (0.18%) CMS
13 7 (0.16%) ArcGIS
13 7 (0.16%) Camunda
13 7 (0.16%) nginx
14 6 (0.14%) IIS
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.092%) CICS
Applications
1 114 (2.61%) Microsoft Excel
2 26 (0.60%) Chatbot
3 22 (0.50%) Microsoft Office
4 19 (0.43%) MS Visio
5 17 (0.39%) Microsoft PowerPoint
5 17 (0.39%) Spreadsheet
6 7 (0.16%) CPLEX
7 4 (0.092%) Microsoft Project
8 3 (0.069%) LaTeX
8 3 (0.069%) Weka
9 1 (0.023%) OrCAD
9 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 (0.092%) Bloomberg AIM
6 2 (0.046%) Actimize
6 2 (0.046%) Front Arena
6 2 (0.046%) Global One
6 2 (0.046%) NEC Housing
6 2 (0.046%) NetSuite
6 2 (0.046%) Oracle Assets
6 2 (0.046%) Oracle ERP
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 1,664 (38.10%) AWS
2 1,535 (35.14%) Azure
3 659 (15.09%) GCP
4 556 (12.73%) GitHub
5 460 (10.53%) Power Platform
6 386 (8.84%) Serverless
7 332 (7.60%) Azure DevOps
8 319 (7.30%) Amazon S3
9 304 (6.96%) GitHub Actions
10 279 (6.39%) AWS Lambda
11 250 (5.72%) Azure Data Factory
12 187 (4.28%) Snowflake
13 167 (3.82%) AWS CloudFormation
14 157 (3.59%) Azure Synapse Analytics
15 144 (3.30%) dbt
15 144 (3.30%) OpenShift
16 126 (2.88%) Amazon EKS
17 108 (2.47%) Amazon ECS
18 99 (2.27%) Amazon CloudWatch
19 94 (2.15%) Amazon EC2
Communications & Networking
1 152 (3.48%) Firewall
2 119 (2.72%) DNS
3 88 (2.01%) Network Security
4 82 (1.88%) TCP/IP
5 72 (1.65%) WAN
6 70 (1.60%) BGP
7 69 (1.58%) VPN
8 45 (1.03%) HTTP
9 42 (0.96%) OSPF
10 34 (0.78%) SNMP
11 33 (0.76%) BIG-IP
12 32 (0.73%) SD-WAN
13 31 (0.71%) DHCP
13 31 (0.71%) MPLS
14 29 (0.66%) VXLAN
14 29 (0.66%) Wireshark
15 27 (0.62%) LAN
15 27 (0.62%) SAN
16 26 (0.60%) SSL
17 25 (0.57%) VLAN
Database & Business Intelligence
1 393 (9.00%) Power BI
2 286 (6.55%) PostgreSQL
3 249 (5.70%) Data Warehouse
4 218 (4.99%) SQL Server
5 200 (4.58%) Data Lake
6 173 (3.96%) Tableau
7 156 (3.57%) NoSQL
8 151 (3.46%) Relational Database
9 140 (3.21%) Metadata
10 123 (2.82%) Delta Lake
11 118 (2.70%) Big Data
12 117 (2.68%) BigQuery
13 102 (2.34%) Amazon Redshift
14 100 (2.29%) Amazon Athena
15 86 (1.97%) Amazon RDS
16 84 (1.92%) Azure SQL Database
17 80 (1.83%) MongoDB
18 70 (1.60%) MySQL
19 65 (1.49%) DynamoDB
20 59 (1.35%) Hadoop
Development Applications
1 524 (12.00%) Git
2 379 (8.68%) Jenkins
3 290 (6.64%) GitLab
4 206 (4.72%) JIRA
5 76 (1.74%) MLflow
6 60 (1.37%) Selenium
7 50 (1.14%) Postman
8 34 (0.78%) Cucumber
9 26 (0.60%) Artifactory
9 26 (0.60%) 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 (0.46%) Maven
12 20 (0.46%) Sonatype Nexus
13 19 (0.43%) JUnit
14 17 (0.39%) Gatling
14 17 (0.39%) REST Assured
General
1 983 (22.50%) Social Skills
2 907 (20.76%) Finance
3 610 (13.97%) Analytical Skills
4 387 (8.86%) Public Sector
5 317 (7.26%) Banking
6 171 (3.91%) Front Office
7 119 (2.72%) Documentation Skills
8 78 (1.79%) Investment Banking
9 64 (1.47%) Marketing
10 56 (1.28%) Inclusion and Diversity
11 52 (1.19%) Retail
12 49 (1.12%) Telecoms
13 47 (1.08%) Pharmaceutical
14 39 (0.89%) Legal
15 34 (0.78%) Influencing Skills
16 32 (0.73%) Financial Institution
17 30 (0.69%) Publishing
18 29 (0.66%) Manufacturing
19 28 (0.64%) Presentation Skills
20 27 (0.62%) Military
Job Titles
1 815 (18.66%) Developer
2 679 (15.54%) Data Engineer
3 611 (13.99%) Senior
4 390 (8.93%) Python Developer
5 307 (7.03%) Lead
6 297 (6.80%) Architect
7 236 (5.40%) Analyst
8 224 (5.13%) DevOps Engineer
9 222 (5.08%) Software Engineer
10 209 (4.78%) Python Engineer
11 197 (4.51%) Artificial Intelligence Engineer
12 182 (4.17%) Data Scientist
13 154 (3.53%) AWS Engineer
14 142 (3.25%) Azure Engineer
15 135 (3.09%) Senior Data Engineer
16 128 (2.93%) Data Analyst
17 127 (2.91%) Senior Developer
18 113 (2.59%) Full-Stack Developer
19 112 (2.56%) Platform Engineer
20 110 (2.52%) Security Engineer
Libraries, Frameworks & Software Standards
1 320 (7.33%) REST
2 316 (7.23%) React
3 307 (7.03%) Kafka
4 298 (6.82%) PySpark
5 197 (4.51%) .NET
5 197 (4.51%) Node.js
6 184 (4.21%) Pandas
7 166 (3.80%) PyTorch
8 140 (3.21%) RESTful
9 139 (3.18%) JSON
10 131 (3.00%) FastAPI
11 122 (2.79%) TensorFlow
12 114 (2.61%) scikit-learn
13 110 (2.52%) NumPy
14 108 (2.47%) LangChain
15 107 (2.45%) LDAP
16 104 (2.38%) AngularJS
17 103 (2.36%) Django
18 98 (2.24%) YAML
19 92 (2.11%) Flask
Miscellaneous
1 457 (10.46%) Cloud Native
2 181 (4.14%) Distributed Systems
3 128 (2.93%) Algorithms
4 116 (2.66%) Product Ownership
5 113 (2.59%) AI Agents
6 108 (2.47%) Data Protection Act
7 106 (2.43%) Fixed Income
8 105 (2.40%) Equities
9 99 (2.27%) Derivative
10 98 (2.24%) Onboarding
11 93 (2.13%) Data Centre
11 93 (2.13%) Data Structures
12 84 (1.92%) Hybrid Cloud
13 83 (1.90%) Enterprise Software
14 79 (1.81%) Security Posture
15 76 (1.74%) Management Information System
16 75 (1.72%) Legacy Systems
17 55 (1.26%) Public Cloud
18 45 (1.03%) Self-Motivation
19 44 (1.01%) Distributed Computing
Operating Systems
1 536 (12.27%) Linux
2 238 (5.45%) Windows
3 173 (3.96%) Unix
4 73 (1.67%) Red Hat Enterprise Linux
5 49 (1.12%) Windows Server
6 35 (0.80%) Ubuntu
7 32 (0.73%) VMS
8 25 (0.57%) Android
9 23 (0.53%) AIX
10 20 (0.46%) CentOS
11 18 (0.41%) Solaris
12 16 (0.37%) Apple iOS
13 15 (0.34%) Mac OS
14 10 (0.23%) Debian
15 9 (0.21%) zOS
16 6 (0.14%) Embedded Linux
16 6 (0.14%) Rocky
17 5 (0.11%) Windows 7
18 4 (0.092%) Amazon Linux
19 3 (0.069%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,595 (36.52%) CI/CD
2 1,180 (27.01%) DevOps
3 990 (22.66%) AI
4 933 (21.36%) Analytics
5 929 (21.27%) Agile
6 845 (19.35%) Problem-Solving
7 746 (17.08%) Infrastructure as Code
8 735 (16.83%) Data Pipeline
9 669 (15.32%) Machine Learning
10 633 (14.49%) Data Engineering
11 631 (14.45%) Containerisation
12 612 (14.01%) Data Modelling
13 605 (13.85%) ETL
14 530 (12.13%) Software Engineering
15 507 (11.61%) Data Science
16 459 (10.51%) Business Intelligence
17 450 (10.30%) Test Automation
18 436 (9.98%) Observability
19 363 (8.31%) LLM
20 350 (8.01%) Validation
Programming Languages
1 1,509 (34.55%) SQL
2 690 (15.80%) Java
3 547 (12.52%) PowerShell
4 473 (10.83%) Bash
5 405 (9.27%) JavaScript
6 306 (7.01%) C#
7 299 (6.85%) TypeScript
8 181 (4.14%) Go
9 159 (3.64%) R
10 134 (3.07%) Scala
11 121 (2.77%) C++
12 96 (2.20%) Shell Script
13 72 (1.65%) Bicep
14 71 (1.63%) Ruby
15 52 (1.19%) Data Analysis Expressions
16 51 (1.17%) PL/SQL
17 50 (1.14%) Perl
18 49 (1.12%) C
19 44 (1.01%) Kusto Query Language
20 43 (0.98%) T-SQL
Qualifications
1 982 (22.48%) Security Cleared
2 786 (17.99%) SC Cleared
3 336 (7.69%) Degree
4 158 (3.62%) Computer Science Degree
5 129 (2.95%) DV Cleared
6 101 (2.31%) BPSS Clearance
7 96 (2.20%) Azure Certification
8 83 (1.90%) CISSP
9 72 (1.65%) AWS Certification
10 71 (1.63%) Master's Degree
11 58 (1.33%) Cisco Certification
12 47 (1.08%) CISM
13 37 (0.85%) CCNP
14 34 (0.78%) PhD
15 33 (0.76%) VMware Certified Professional (VCP)
16 30 (0.69%) Microsoft Certification
17 24 (0.55%) AWS Certified Solutions Architect
18 20 (0.46%) CCIE
18 20 (0.46%) ISTQB
19 18 (0.41%) GIAC
Quality Assurance & Compliance
1 442 (10.12%) Data Quality
2 189 (4.33%) QA
3 154 (3.53%) GDPR
4 98 (2.24%) NIST
5 93 (2.13%) ISO/IEC 27001
6 55 (1.26%) Accessibility
7 32 (0.73%) Sarbanes-Oxley
8 26 (0.60%) SLA
9 25 (0.57%) PCI DSS
10 23 (0.53%) HIPAA
11 17 (0.39%) WCAG
12 16 (0.37%) NCSC
13 15 (0.34%) Actionable Recommendations
14 10 (0.23%) Cyber Essentials
15 9 (0.21%) 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
1 709 (16.23%) Docker
2 148 (3.39%) Active Directory
3 83 (1.90%) VMware Infrastructure
4 59 (1.35%) Virtual Machines
5 34 (0.78%) VMware NSX
6 31 (0.71%) vSphere
7 29 (0.66%) Firmware
8 22 (0.50%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.27%) VMware ESXi
11 9 (0.21%) 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 (0.092%) Active Directory Lightweight Directory Services
15 4 (0.092%) GPFS
15 4 (0.092%) Slurm Workload Manager
15 4 (0.092%) Squid
15 4 (0.092%) SRDF
Systems Management
1 909 (20.81%) Terraform
2 816 (18.68%) Kubernetes
3 447 (10.23%) Ansible
4 268 (6.14%) Grafana
5 228 (5.22%) Prometheus
6 70 (1.60%) Puppet
7 60 (1.37%) Argo
8 39 (0.89%) Istio
9 35 (0.80%) Kibana
10 30 (0.69%) vCenter Server
11 29 (0.66%) Progress Chef
12 25 (0.57%) Nessus
13 24 (0.55%) Control-M
14 23 (0.53%) Nagios
15 21 (0.48%) vRealize
16 20 (0.46%) ZABBIX
17 19 (0.43%) Rancher
18 17 (0.39%) HAProxy
18 17 (0.39%) Kubeflow
18 17 (0.39%) Tivoli
Vendors
1 524 (12.00%) Microsoft
2 472 (10.81%) Databricks
3 210 (4.81%) Google
4 198 (4.53%) Oracle
5 194 (4.44%) Splunk
6 136 (3.11%) VMware
7 107 (2.45%) Red Hat
8 104 (2.38%) OpenAI
9 95 (2.17%) Cisco
10 92 (2.11%) CyberArk
11 81 (1.85%) BeyondTrust
11 81 (1.85%) ServiceNow
12 62 (1.42%) Dynatrace
13 60 (1.37%) F5
14 59 (1.35%) Palo Alto
15 55 (1.26%) Foundry
16 53 (1.21%) Informatica
17 52 (1.19%) IBM
18 44 (1.01%) SAP
19 37 (0.85%) Fortinet