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

6 months to
15 May 2026
Same period 2025 Same period 2024
Rank 11 9 14
Rank change year-on-year -2 +5 -1
Contract jobs citing Python 4,337 3,192 3,487
As % of all contract jobs in England 10.65% 13.19% 9.56%
As % of the Programming Languages category 40.06% 39.06% 32.21%
Number of daily rates quoted 2,939 2,302 2,543
10th Percentile £363 £390 £388
25th Percentile £425 £450 £468
Median daily rate (50th Percentile) £525 £550 £573
Median % change year-on-year -4.55% -3.93% -4.58%
75th Percentile £625 £689 £700
90th Percentile £750 £825 £829
UK median daily rate £520 £550 £560
% change year-on-year -5.45% -1.79% -6.67%
Number of hourly rates quoted 113 48 85
10th Percentile £30.10 £21.78 £22.00
25th Percentile £43.81 £27.25 £42.25
Median hourly rate £55.00 £40.00 £62.50
Median % change year-on-year +37.50% -36.00% -3.85%
75th Percentile £74.26 £58.75 £72.50
90th Percentile £84.75 £76.11 £78.25
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 10,826 8,172 10,826
As % of all contract IT jobs advertised in England 26.58% 33.77% 29.69%
Number of daily rates quoted 7,151 5,672 7,859
10th Percentile £353 £363 £350
25th Percentile £415 £419 £425
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.86% -4.55% -2.65%
75th Percentile £613 £650 £656
90th Percentile £720 £775 £775
UK median daily rate £500 £520 £530
% change year-on-year -3.85% -1.89% -3.64%
Number of hourly rates quoted 524 212 443
10th Percentile £41.94 £26.34 £37.63
25th Percentile £55.00 £38.97 £50.00
Median hourly rate £65.00 £63.00 £62.50
Median % change year-on-year +3.17% +0.80% -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £62.50
% change year-on-year +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 15 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 15 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 15 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 2,470 £550 -8.33% 1,245
North of England +10 692 £481 -1.53% 486
South East -2 405 £513 -0.39% 602
Yorkshire 0 389 £475 -5.00% 138
South West +1 254 £500 -9.09% 247
North West +2 247 £500 +4.17% 260
Midlands -10 242 £495 +10.00% 227
West Midlands -11 186 £495 -1.00% 107
East of England -8 126 £500 - 209
North East +5 65 £475 +5.56% 92
East Midlands -12 55 £495 +17.16% 120
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
1 242 (5.58%) Apache Spark
2 175 (4.04%) Apache Airflow
3 133 (3.07%) Apache
4 109 (2.51%) Confluence
5 45 (1.04%) SAS
6 36 (0.83%) SharePoint
7 31 (0.71%) Jupyter
8 18 (0.42%) OpenStack
9 15 (0.35%) Microsoft Exchange
10 14 (0.32%) Palantir Foundry
11 11 (0.25%) Appian
12 9 (0.21%) IIS
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
13 8 (0.18%) CMS
14 7 (0.16%) Camunda
15 6 (0.14%) nginx
16 5 (0.12%) WebSphere
16 5 (0.12%) WebSphere Application Server
17 4 (0.092%) CICS
Applications
1 111 (2.56%) Microsoft Excel
2 25 (0.58%) Chatbot
3 23 (0.53%) Microsoft Office
4 18 (0.42%) MS Visio
5 16 (0.37%) Microsoft PowerPoint
5 16 (0.37%) Spreadsheet
6 7 (0.16%) CPLEX
7 4 (0.092%) Microsoft Project
8 3 (0.069%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
9 1 (0.023%) Weka
9 1 (0.023%) Zemax
Business Applications
1 23 (0.53%) Aladdin
2 14 (0.32%) SAP S/4HANA
3 7 (0.16%) Fidessa
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 5 (0.12%) BambooHR
4 5 (0.12%) Oracle EBS
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
6 2 (0.046%) Orchestrade
6 2 (0.046%) SimCorp Dimension
6 2 (0.046%) Teamcenter
7 1 (0.023%) Loan IQ
7 1 (0.023%) ResourceLink
Cloud Services
1 1,648 (38.00%) AWS
2 1,502 (34.63%) Azure
3 647 (14.92%) GCP
4 536 (12.36%) GitHub
5 450 (10.38%) Power Platform
6 378 (8.72%) Serverless
7 325 (7.49%) Azure DevOps
8 310 (7.15%) Amazon S3
9 295 (6.80%) GitHub Actions
10 271 (6.25%) AWS Lambda
11 244 (5.63%) Azure Data Factory
12 187 (4.31%) Snowflake
13 159 (3.67%) AWS CloudFormation
14 153 (3.53%) Azure Synapse Analytics
15 146 (3.37%) dbt
16 140 (3.23%) OpenShift
17 126 (2.91%) Amazon EKS
18 104 (2.40%) Amazon CloudWatch
19 103 (2.37%) Amazon ECS
20 96 (2.21%) Amazon EC2
Communications & Networking
1 158 (3.64%) Firewall
2 121 (2.79%) DNS
3 89 (2.05%) Network Security
4 83 (1.91%) TCP/IP
5 74 (1.71%) WAN
6 71 (1.64%) BGP
7 68 (1.57%) VPN
8 45 (1.04%) HTTP
9 44 (1.01%) OSPF
10 36 (0.83%) BIG-IP
11 35 (0.81%) SD-WAN
12 33 (0.76%) DHCP
12 33 (0.76%) SNMP
13 32 (0.74%) VXLAN
14 30 (0.69%) SAN
14 30 (0.69%) Wireshark
15 29 (0.67%) MPLS
16 27 (0.62%) LAN
16 27 (0.62%) VLAN
17 26 (0.60%) SSL
Database & Business Intelligence
1 388 (8.95%) Power BI
2 278 (6.41%) PostgreSQL
3 241 (5.56%) Data Warehouse
4 222 (5.12%) SQL Server
5 199 (4.59%) Data Lake
6 177 (4.08%) Tableau
7 154 (3.55%) NoSQL
8 149 (3.44%) Relational Database
9 131 (3.02%) Metadata
10 123 (2.84%) Delta Lake
11 121 (2.79%) BigQuery
12 116 (2.67%) Big Data
13 101 (2.33%) Amazon Athena
14 98 (2.26%) Amazon Redshift
15 78 (1.80%) Azure SQL Database
15 78 (1.80%) MongoDB
16 77 (1.78%) Amazon RDS
17 66 (1.52%) MySQL
18 64 (1.48%) DynamoDB
19 58 (1.34%) Hadoop
Development Applications
1 520 (11.99%) Git
2 380 (8.76%) Jenkins
3 292 (6.73%) GitLab
4 209 (4.82%) JIRA
5 76 (1.75%) MLflow
6 58 (1.34%) Selenium
7 49 (1.13%) Postman
8 33 (0.76%) Cucumber
9 29 (0.67%) Artifactory
10 24 (0.55%) Bitbucket
11 23 (0.53%) Cypress.io
11 23 (0.53%) JMeter
12 22 (0.51%) Robot Framework
13 21 (0.48%) SonarQube
14 20 (0.46%) Maven
14 20 (0.46%) Sonatype Nexus
15 19 (0.44%) JUnit
15 19 (0.44%) SpecFlow
16 18 (0.42%) Gatling
16 18 (0.42%) REST Assured
General
1 958 (22.09%) Social Skills
2 906 (20.89%) Finance
3 606 (13.97%) Analytical Skills
4 383 (8.83%) Public Sector
5 324 (7.47%) Banking
6 173 (3.99%) Front Office
7 119 (2.74%) Documentation Skills
8 88 (2.03%) Investment Banking
9 60 (1.38%) Marketing
10 55 (1.27%) Inclusion and Diversity
11 52 (1.20%) Retail
12 49 (1.13%) Telecoms
13 48 (1.11%) Pharmaceutical
14 37 (0.85%) Legal
15 34 (0.78%) Financial Institution
15 34 (0.78%) Influencing Skills
16 31 (0.71%) Publishing
17 30 (0.69%) Military
18 27 (0.62%) Manufacturing
18 27 (0.62%) Presentation Skills
Job Titles
1 796 (18.35%) Developer
2 682 (15.73%) Data Engineer
3 612 (14.11%) Senior
4 387 (8.92%) Python Developer
5 299 (6.89%) Lead
6 285 (6.57%) Architect
7 241 (5.56%) Analyst
8 231 (5.33%) DevOps Engineer
9 227 (5.23%) Software Engineer
10 213 (4.91%) Python Engineer
11 195 (4.50%) Artificial Intelligence Engineer
12 181 (4.17%) Data Scientist
13 159 (3.67%) AWS Engineer
14 149 (3.44%) Azure Engineer
15 136 (3.14%) Senior Data Engineer
16 129 (2.97%) Data Analyst
16 129 (2.97%) Senior Developer
17 111 (2.56%) Platform Engineer
18 110 (2.54%) Full-Stack Developer
19 108 (2.49%) Security Engineer
Libraries, Frameworks & Software Standards
1 318 (7.33%) REST
2 316 (7.29%) React
3 300 (6.92%) PySpark
4 296 (6.82%) Kafka
5 196 (4.52%) .NET
6 188 (4.33%) Node.js
7 183 (4.22%) Pandas
8 158 (3.64%) PyTorch
9 139 (3.20%) JSON
9 139 (3.20%) RESTful
10 132 (3.04%) FastAPI
11 115 (2.65%) TensorFlow
12 109 (2.51%) scikit-learn
13 108 (2.49%) Django
13 108 (2.49%) NumPy
14 105 (2.42%) LangChain
15 102 (2.35%) LDAP
16 99 (2.28%) AngularJS
17 95 (2.19%) YAML
18 93 (2.14%) Flask
Miscellaneous
1 452 (10.42%) Cloud Native
2 185 (4.27%) Distributed Systems
3 125 (2.88%) Algorithms
4 113 (2.61%) AI Agents
5 111 (2.56%) Product Ownership
6 109 (2.51%) Data Protection Act
7 103 (2.37%) Derivative
7 103 (2.37%) Fixed Income
8 102 (2.35%) Equities
9 98 (2.26%) Onboarding
10 97 (2.24%) Data Centre
11 96 (2.21%) Data Structures
12 84 (1.94%) Hybrid Cloud
13 82 (1.89%) Enterprise Software
14 77 (1.78%) Legacy Systems
14 77 (1.78%) Security Posture
15 76 (1.75%) Management Information System
16 52 (1.20%) Public Cloud
17 44 (1.01%) Self-Motivation
18 43 (0.99%) Greenfield Project
Operating Systems
1 524 (12.08%) Linux
2 238 (5.49%) Windows
3 178 (4.10%) Unix
4 70 (1.61%) Red Hat Enterprise Linux
5 50 (1.15%) Windows Server
6 32 (0.74%) Ubuntu
6 32 (0.74%) VMS
7 24 (0.55%) AIX
7 24 (0.55%) Android
8 19 (0.44%) Solaris
9 17 (0.39%) Apple iOS
9 17 (0.39%) CentOS
10 14 (0.32%) Mac OS
11 9 (0.21%) Debian
11 9 (0.21%) zOS
12 6 (0.14%) Rocky
13 5 (0.12%) Amazon Linux
13 5 (0.12%) Embedded Linux
14 4 (0.092%) Windows 7
15 3 (0.069%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,580 (36.43%) CI/CD
2 1,176 (27.12%) DevOps
3 986 (22.73%) AI
4 917 (21.14%) Analytics
5 908 (20.94%) Agile
6 826 (19.05%) Problem-Solving
7 733 (16.90%) Infrastructure as Code
8 728 (16.79%) Data Pipeline
9 653 (15.06%) Machine Learning
10 622 (14.34%) Data Engineering
11 614 (14.16%) Data Modelling
12 610 (14.07%) Containerisation
13 597 (13.77%) ETL
14 530 (12.22%) Software Engineering
15 495 (11.41%) Data Science
16 450 (10.38%) Business Intelligence
17 437 (10.08%) Observability
18 436 (10.05%) Test Automation
19 367 (8.46%) LLM
20 343 (7.91%) Migration
Programming Languages
1 1,502 (34.63%) SQL
2 675 (15.56%) Java
3 541 (12.47%) PowerShell
4 480 (11.07%) Bash
5 399 (9.20%) JavaScript
6 303 (6.99%) C#
7 295 (6.80%) TypeScript
8 181 (4.17%) Go
9 157 (3.62%) R
10 131 (3.02%) Scala
11 122 (2.81%) C++
12 97 (2.24%) Shell Script
13 69 (1.59%) Ruby
14 67 (1.54%) Bicep
15 52 (1.20%) Data Analysis Expressions
16 51 (1.18%) Perl
16 51 (1.18%) PL/SQL
17 48 (1.11%) C
18 44 (1.01%) T-SQL
19 42 (0.97%) Groovy
Qualifications
1 978 (22.55%) Security Cleared
2 781 (18.01%) SC Cleared
3 340 (7.84%) Degree
4 157 (3.62%) Computer Science Degree
5 127 (2.93%) DV Cleared
6 97 (2.24%) BPSS Clearance
7 93 (2.14%) Azure Certification
8 77 (1.78%) CISSP
9 72 (1.66%) AWS Certification
10 69 (1.59%) Master's Degree
11 57 (1.31%) Cisco Certification
12 41 (0.95%) CISM
13 37 (0.85%) CCNP
14 34 (0.78%) PhD
15 32 (0.74%) VMware Certified Professional (VCP)
16 27 (0.62%) Microsoft Certification
17 24 (0.55%) AWS Certified Solutions Architect
18 21 (0.48%) ISTQB
19 19 (0.44%) CCIE
20 17 (0.39%) Microsoft Certified Professional
Quality Assurance & Compliance
1 444 (10.24%) Data Quality
2 188 (4.33%) QA
3 150 (3.46%) GDPR
4 91 (2.10%) NIST
5 88 (2.03%) ISO/IEC 27001
6 53 (1.22%) Accessibility
7 29 (0.67%) Sarbanes-Oxley
8 27 (0.62%) SLA
9 25 (0.58%) PCI DSS
10 23 (0.53%) HIPAA
11 17 (0.39%) WCAG
12 15 (0.35%) Actionable Recommendations
12 15 (0.35%) NCSC
13 10 (0.23%) Cyber Essentials
14 9 (0.21%) ISO 20022
15 8 (0.18%) California Consumer Privacy Act
15 8 (0.18%) GRC
15 8 (0.18%) MiFID
15 8 (0.18%) SOC 2
16 6 (0.14%) PSD2
System Software
1 688 (15.86%) Docker
2 143 (3.30%) Active Directory
3 79 (1.82%) VMware Infrastructure
4 61 (1.41%) Virtual Machines
5 33 (0.76%) VMware NSX
6 30 (0.69%) vSphere
7 28 (0.65%) Firmware
8 22 (0.51%) Hyper-V
9 13 (0.30%) KVM
10 12 (0.28%) VMware ESXi
11 10 (0.23%) NFS
12 9 (0.21%) HDFS
12 9 (0.21%) Squid
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%) Postfix
15 4 (0.092%) SRDF
16 3 (0.069%) Ceph
16 3 (0.069%) Sendmail
Systems Management
1 895 (20.64%) Terraform
2 801 (18.47%) Kubernetes
3 444 (10.24%) Ansible
4 262 (6.04%) Grafana
5 222 (5.12%) Prometheus
6 66 (1.52%) Puppet
7 55 (1.27%) Argo
8 39 (0.90%) Istio
9 33 (0.76%) Kibana
10 29 (0.67%) vCenter Server
11 28 (0.65%) Progress Chef
12 25 (0.58%) Nessus
13 24 (0.55%) Control-M
14 23 (0.53%) Nagios
15 21 (0.48%) vRealize
16 20 (0.46%) ZABBIX
17 18 (0.42%) Rancher
18 17 (0.39%) HAProxy
18 17 (0.39%) Kubeflow
18 17 (0.39%) Tivoli
Vendors
1 509 (11.74%) Microsoft
2 474 (10.93%) Databricks
3 211 (4.87%) Google
4 201 (4.63%) Oracle
5 189 (4.36%) Splunk
6 131 (3.02%) VMware
7 107 (2.47%) Red Hat
8 104 (2.40%) OpenAI
9 93 (2.14%) Cisco
10 87 (2.01%) ServiceNow
11 85 (1.96%) CyberArk
12 78 (1.80%) BeyondTrust
13 66 (1.52%) Dynatrace
14 61 (1.41%) F5
15 60 (1.38%) Palo Alto
16 53 (1.22%) IBM
17 52 (1.20%) Foundry
18 51 (1.18%) Informatica
19 45 (1.04%) SAP
20 38 (0.88%) Arista