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

6 months to
18 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,233 3,318 3,513
As % of all contract jobs in England 12.24% 12.85% 9.31%
As % of the Programming Languages category 40.89% 38.43% 31.79%
Number of daily rates quoted 2,891 2,250 2,511
10th Percentile £360 £394 £400
25th Percentile £420 £463 £475
Median daily rate (50th Percentile) £519 £575 £563
Median % change year-on-year -9.83% +2.22% -6.25%
75th Percentile £638 £695 £688
90th Percentile £750 £825 £788
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 87 43 107
10th Percentile £27.10 £21.25 £27.15
25th Percentile £41.25 £25.75 £46.18
Median hourly rate £51.21 £52.50 £60.00
Median % change year-on-year -2.46% -12.50% -7.69%
75th Percentile £70.36 £69.38 £70.00
90th Percentile £77.50 £86.00 £77.50
UK median hourly rate £51.21 £45.00 £60.00
% change year-on-year +13.80% -25.00% -7.69%

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 10,353 8,634 11,050
As % of all contract IT jobs advertised in England 29.94% 33.45% 29.30%
Number of daily rates quoted 6,896 5,574 7,937
10th Percentile £350 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £508 £525 £550
Median % change year-on-year -3.33% -4.55% -4.35%
75th Percentile £619 £650 £660
90th Percentile £726 £775 £763
UK median daily rate £500 £525 £534
% change year-on-year -4.76% -1.69% -5.07%
Number of hourly rates quoted 434 201 478
10th Percentile £41.25 £25.26 £36.27
25th Percentile £52.69 £42.50 £46.25
Median hourly rate £65.00 £63.00 £61.05
Median % change year-on-year +3.17% +3.19% -6.08%
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.35 £85.00 £77.50
UK median hourly rate £65.00 £62.50 £60.50
% change year-on-year +4.00% +3.31% -6.92%

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 February 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 February 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 February 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 0 2,427 £550 -8.33% 1,076
North of England +10 642 £475 -5.00% 441
South East 0 411 £492 -10.55% 626
Yorkshire +8 347 £482 -3.60% 152
Midlands +1 288 £500 +4.82% 232
North West +12 253 £450 -7.79% 229
West Midlands +3 245 £500 -1.19% 110
South West -7 193 £550 -8.33% 254
East of England -1 132 £525 +5.00% 206
North East +6 47 £475 -7.32% 61
East Midlands -19 42 £438 +10.22% 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
1 203 (4.80%) Apache Spark
2 166 (3.92%) Apache Airflow
3 133 (3.14%) Confluence
4 125 (2.95%) Apache
5 65 (1.54%) SAS
6 55 (1.30%) SharePoint
7 29 (0.69%) Microsoft Exchange
8 26 (0.61%) OpenStack
9 24 (0.57%) Jupyter
10 21 (0.50%) Appian
11 20 (0.47%) Palantir Foundry
12 19 (0.45%) nginx
13 8 (0.19%) Apache Pig
13 8 (0.19%) Camunda
14 7 (0.17%) IIS
15 6 (0.14%) ArcGIS
15 6 (0.14%) CMS
16 5 (0.12%) Oracle Application Server
17 4 (0.094%) Traefik
18 3 (0.071%) Ethereum
Applications
1 115 (2.72%) Microsoft Excel
2 28 (0.66%) Chatbot
3 25 (0.59%) Microsoft Office
4 20 (0.47%) Microsoft PowerPoint
5 18 (0.43%) MS Visio
6 10 (0.24%) Spreadsheet
7 8 (0.19%) Weka
8 4 (0.094%) Mozilla Thunderbird
9 3 (0.071%) LaTeX
9 3 (0.071%) Microsoft Project
10 2 (0.047%) Maya
10 2 (0.047%) NUKE
11 1 (0.024%) CPLEX
11 1 (0.024%) Trello
Business Applications
1 17 (0.40%) Aladdin
2 12 (0.28%) Fidessa
3 6 (0.14%) SAP S/4HANA
4 4 (0.094%) Bloomberg AIM
5 3 (0.071%) Actimize
6 2 (0.047%) Cloudability
6 2 (0.047%) Dynamics CRM
6 2 (0.047%) NEC Housing
6 2 (0.047%) Remedy ITSM
6 2 (0.047%) Shopify
7 1 (0.024%) Cerner Millennium
7 1 (0.024%) Exchequer
7 1 (0.024%) IntelliMatch
7 1 (0.024%) ION MarketView
7 1 (0.024%) Loan IQ
7 1 (0.024%) NetSuite
7 1 (0.024%) Salesforce CRM
7 1 (0.024%) SAP BPC
7 1 (0.024%) SAP ERP
7 1 (0.024%) SAP IBP
Cloud Services
1 1,627 (38.44%) AWS
2 1,422 (33.59%) Azure
3 694 (16.39%) GCP
4 564 (13.32%) GitHub
5 420 (9.92%) Serverless
6 418 (9.87%) Power Platform
7 297 (7.02%) Azure DevOps
8 292 (6.90%) Amazon S3
9 287 (6.78%) GitHub Actions
10 269 (6.35%) AWS Lambda
11 217 (5.13%) Azure Data Factory
12 202 (4.77%) Snowflake
13 178 (4.21%) AWS CloudFormation
14 144 (3.40%) OpenShift
15 140 (3.31%) Amazon EKS
16 134 (3.17%) Azure Synapse Analytics
17 131 (3.09%) Amazon ECS
18 124 (2.93%) dbt
19 123 (2.91%) Amazon EC2
20 115 (2.72%) Amazon CloudWatch
Communications & Networking
1 184 (4.35%) Firewall
2 135 (3.19%) DNS
3 101 (2.39%) Network Security
4 100 (2.36%) TCP/IP
5 73 (1.72%) VPN
6 60 (1.42%) BGP
7 48 (1.13%) SSL
8 47 (1.11%) WAN
9 45 (1.06%) HTTP
10 40 (0.94%) Wireshark
11 34 (0.80%) MPLS
12 32 (0.76%) LAN
12 32 (0.76%) OSPF
13 29 (0.69%) DHCP
14 27 (0.64%) Wireless
15 24 (0.57%) VLAN
16 23 (0.54%) BIG-IP
16 23 (0.54%) SD-WAN
16 23 (0.54%) SSH
17 21 (0.50%) Multicast
Database & Business Intelligence
1 344 (8.13%) Power BI
2 327 (7.73%) PostgreSQL
3 236 (5.58%) Data Warehouse
4 207 (4.89%) NoSQL
5 192 (4.54%) Data Lake
6 183 (4.32%) Relational Database
7 164 (3.87%) SQL Server
8 130 (3.07%) Big Data
8 130 (3.07%) Tableau
9 110 (2.60%) Metadata
10 106 (2.50%) Amazon RDS
11 102 (2.41%) MySQL
12 100 (2.36%) BigQuery
13 90 (2.13%) Delta Lake
14 87 (2.06%) Amazon Redshift
15 78 (1.84%) MongoDB
16 76 (1.80%) Azure SQL Database
17 70 (1.65%) Amazon Athena
17 70 (1.65%) Hadoop
18 67 (1.58%) Elasticsearch
Development Applications
1 508 (12.00%) Git
2 447 (10.56%) Jenkins
3 357 (8.43%) GitLab
4 254 (6.00%) JIRA
5 77 (1.82%) MLflow
6 71 (1.68%) Selenium
7 41 (0.97%) Postman
8 40 (0.94%) Cucumber
9 33 (0.78%) Bitbucket
10 32 (0.76%) Sonatype Nexus
11 29 (0.69%) JUnit
12 26 (0.61%) JMeter
12 26 (0.61%) Liquibase
13 24 (0.57%) Maven
14 23 (0.54%) SpecFlow
15 22 (0.52%) Artifactory
15 22 (0.52%) CircleCI
15 22 (0.52%) SonarQube
16 21 (0.50%) Android Studio
17 20 (0.47%) Cypress.io
General
1 1,152 (27.21%) Social Skills
2 873 (20.62%) Finance
3 612 (14.46%) Analytical Skills
4 369 (8.72%) Banking
5 367 (8.67%) Public Sector
6 164 (3.87%) Front Office
7 120 (2.83%) Documentation Skills
8 96 (2.27%) Investment Banking
9 62 (1.46%) Financial Institution
10 61 (1.44%) Marketing
11 58 (1.37%) Pharmaceutical
12 56 (1.32%) Retail
13 54 (1.28%) Telecoms
14 53 (1.25%) Inclusion and Diversity
15 39 (0.92%) Legal
15 39 (0.92%) Manufacturing
16 37 (0.87%) Presentation Skills
17 35 (0.83%) Influencing Skills
18 29 (0.69%) Military
19 20 (0.47%) Electronics
Job Titles
1 777 (18.36%) Developer
2 583 (13.77%) Senior
3 581 (13.73%) Data Engineer
4 331 (7.82%) Python Developer
5 269 (6.35%) Architect
6 266 (6.28%) Lead
7 256 (6.05%) DevOps Engineer
8 243 (5.74%) Analyst
9 225 (5.32%) Software Engineer
10 223 (5.27%) Python Engineer
11 196 (4.63%) Artificial Intelligence Engineer
12 194 (4.58%) AWS Engineer
13 184 (4.35%) Data Scientist
14 136 (3.21%) Platform Engineer
15 131 (3.09%) Senior Developer
16 123 (2.91%) Azure Engineer
17 117 (2.76%) Data Analyst
18 114 (2.69%) Senior Data Engineer
19 111 (2.62%) Full-Stack Developer
20 100 (2.36%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 360 (8.50%) REST
2 310 (7.32%) React
3 301 (7.11%) Kafka
4 242 (5.72%) PySpark
5 222 (5.24%) Node.js
6 186 (4.39%) Pandas
6 186 (4.39%) PyTorch
7 181 (4.28%) RESTful
8 163 (3.85%) .NET
9 161 (3.80%) TensorFlow
10 157 (3.71%) FastAPI
11 141 (3.33%) NumPy
12 131 (3.09%) AngularJS
13 123 (2.91%) scikit-learn
14 103 (2.43%) pytest
15 102 (2.41%) LangChain
16 100 (2.36%) LDAP
17 99 (2.34%) JSON
18 96 (2.27%) Django
19 95 (2.24%) Flask
Miscellaneous
1 391 (9.24%) Cloud Native
2 174 (4.11%) Algorithms
3 160 (3.78%) Distributed Systems
4 114 (2.69%) Equities
4 114 (2.69%) Product Ownership
5 106 (2.50%) Data Protection Act
6 96 (2.27%) Fixed Income
7 94 (2.22%) Derivative
8 92 (2.17%) Onboarding
9 89 (2.10%) Data Structures
10 85 (2.01%) Enterprise Software
11 81 (1.91%) AI Agents
12 80 (1.89%) Hybrid Cloud
13 77 (1.82%) Public Cloud
14 76 (1.80%) Security Posture
15 72 (1.70%) Foreign Exchange (FX)
16 69 (1.63%) Management Information System
17 65 (1.54%) Data Centre
18 64 (1.51%) Hedge funds
18 64 (1.51%) Legacy Systems
Operating Systems
1 639 (15.10%) Linux
2 271 (6.40%) Windows
3 173 (4.09%) Unix
4 74 (1.75%) Red Hat Enterprise Linux
5 50 (1.18%) Windows Server
6 39 (0.92%) Android
7 36 (0.85%) Ubuntu
8 35 (0.83%) VMS
9 28 (0.66%) CentOS
10 22 (0.52%) Apple iOS
11 19 (0.45%) Solaris
12 17 (0.40%) Mac OS
13 11 (0.26%) Windows 7
14 10 (0.24%) Amazon Linux
15 9 (0.21%) Kali Linux
16 4 (0.094%) Debian
16 4 (0.094%) Windows 10
17 3 (0.071%) Embedded Linux
17 3 (0.071%) Robot Operating System
17 3 (0.071%) zOS
Processes & Methodologies
1 1,508 (35.62%) CI/CD
2 1,179 (27.85%) DevOps
3 986 (23.29%) Agile
4 936 (22.11%) Problem-Solving
5 903 (21.33%) AI
6 825 (19.49%) Analytics
7 730 (17.25%) Infrastructure as Code
8 696 (16.44%) Machine Learning
9 662 (15.64%) Containerisation
10 660 (15.59%) Data Pipeline
11 584 (13.80%) Data Engineering
12 561 (13.25%) ETL
13 533 (12.59%) Data Modelling
14 527 (12.45%) Data Science
15 514 (12.14%) Software Engineering
16 474 (11.20%) Test Automation
17 393 (9.28%) Business Intelligence
18 385 (9.10%) Observability
19 364 (8.60%) LLM
20 329 (7.77%) Computer Science
Programming Languages
1 1,356 (32.03%) SQL
2 658 (15.54%) Java
3 530 (12.52%) PowerShell
4 508 (12.00%) Bash
5 450 (10.63%) JavaScript
6 282 (6.66%) C#
7 271 (6.40%) TypeScript
8 205 (4.84%) Go
9 170 (4.02%) C++
10 139 (3.28%) R
11 125 (2.95%) Shell Script
12 111 (2.62%) Scala
13 102 (2.41%) Perl
14 74 (1.75%) Ruby
15 58 (1.37%) Kusto Query Language
16 57 (1.35%) Bicep
17 51 (1.20%) VBA
18 49 (1.16%) C
19 39 (0.92%) PHP
19 39 (0.92%) Rust
Qualifications
1 957 (22.61%) Security Cleared
2 761 (17.98%) SC Cleared
3 401 (9.47%) Degree
4 205 (4.84%) Computer Science Degree
5 135 (3.19%) DV Cleared
6 110 (2.60%) Master's Degree
7 107 (2.53%) AWS Certification
8 84 (1.98%) BPSS Clearance
9 82 (1.94%) Azure Certification
10 80 (1.89%) CISSP
11 63 (1.49%) Cisco Certification
12 45 (1.06%) CCNP
13 40 (0.94%) CISM
13 40 (0.94%) PhD
14 32 (0.76%) VMware Certified Professional (VCP)
15 30 (0.71%) Microsoft Certification
16 29 (0.69%) AWS Certified Solutions Architect
17 28 (0.66%) CCIE
17 28 (0.66%) CEH
17 28 (0.66%) Microsoft Certified Professional
Quality Assurance & Compliance
1 365 (8.62%) Data Quality
2 167 (3.95%) QA
3 155 (3.66%) GDPR
4 97 (2.29%) NIST
5 82 (1.94%) ISO/IEC 27001
6 49 (1.16%) Accessibility
7 26 (0.61%) Sarbanes-Oxley
8 23 (0.54%) PCI DSS
9 22 (0.52%) HIPAA
9 22 (0.52%) NCSC
10 20 (0.47%) SLA
11 15 (0.35%) SOC 2
12 14 (0.33%) EU AI Act
13 10 (0.24%) Actionable Recommendations
13 10 (0.24%) MiFID
13 10 (0.24%) PSD2
13 10 (0.24%) WCAG
14 9 (0.21%) Cyber Essentials
14 9 (0.21%) EMIR
15 7 (0.17%) PMO
System Software
1 847 (20.01%) Docker
2 168 (3.97%) Active Directory
3 110 (2.60%) VMware Infrastructure
4 50 (1.18%) Virtual Machines
5 45 (1.06%) VMware NSX
5 45 (1.06%) vSphere
6 22 (0.52%) Hyper-V
7 18 (0.43%) Firmware
7 18 (0.43%) KVM
8 15 (0.35%) HDFS
9 11 (0.26%) VMware ESXi
10 10 (0.24%) Slurm Workload Manager
11 9 (0.21%) GPFS
11 9 (0.21%) Lustre
11 9 (0.21%) Squid
12 8 (0.19%) Postfix
13 6 (0.14%) DFS Replication
13 6 (0.14%) zsh
14 4 (0.094%) Active Directory Lightweight Directory Services
14 4 (0.094%) Virtual Servers
Systems Management
1 929 (21.95%) Terraform
2 917 (21.66%) Kubernetes
3 470 (11.10%) Ansible
4 281 (6.64%) Grafana
5 259 (6.12%) Prometheus
6 84 (1.98%) Argo
7 71 (1.68%) Puppet
8 47 (1.11%) Kibana
9 38 (0.90%) Nessus
10 37 (0.87%) Istio
11 28 (0.66%) Single Sign-On
12 27 (0.64%) vCenter Server
13 26 (0.61%) Control-M
14 23 (0.54%) vRealize
15 22 (0.52%) IBM Guardium
16 21 (0.50%) Microsoft Intune
17 20 (0.47%) Progress Chef
18 18 (0.43%) ITRS Geneos
18 18 (0.43%) NetBackup
19 17 (0.40%) Nmap
Vendors
1 534 (12.62%) Microsoft
2 418 (9.87%) Databricks
3 253 (5.98%) Google
4 213 (5.03%) Splunk
5 198 (4.68%) Oracle
6 187 (4.42%) VMware
7 133 (3.14%) Red Hat
8 108 (2.55%) OpenAI
9 100 (2.36%) Cisco
9 100 (2.36%) ServiceNow
10 86 (2.03%) CyberArk
11 73 (1.72%) Foundry
12 67 (1.58%) F5
13 65 (1.54%) BeyondTrust
13 65 (1.54%) Palo Alto
14 43 (1.02%) Informatica
15 40 (0.94%) Atlassian
16 37 (0.87%) Dynatrace
16 37 (0.87%) SAP
17 36 (0.85%) IBM