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

6 months to
7 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,087 3,353 3,568
As % of all contract jobs in England 12.27% 12.80% 9.31%
As % of the Programming Languages category 40.83% 38.29% 31.66%
Number of daily rates quoted 2,795 2,263 2,574
10th Percentile £358 £400 £400
25th Percentile £420 £465 £475
Median daily rate (50th Percentile) £520 £575 £563
Median % change year-on-year -9.57% +2.22% -6.25%
75th Percentile £638 £699 £688
90th Percentile £750 £823 £788
UK median daily rate £515 £550 £551
% change year-on-year -6.41% -0.09% -8.25%
Number of hourly rates quoted 84 44 109
10th Percentile £27.50 £21.48 £30.55
25th Percentile £41.25 £26.44 £46.18
Median hourly rate £51.21 £53.50 £60.00
Median % change year-on-year -4.28% -10.83% -7.69%
75th Percentile £71.60 £72.05 £70.00
90th Percentile £77.50 £91.88 £76.72
UK median hourly rate £51.86 £45.00 £60.00
% change year-on-year +15.23% -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 10,011 8,756 11,270
As % of all contract IT jobs advertised in England 30.06% 33.43% 29.40%
Number of daily rates quoted 6,664 5,611 8,137
10th Percentile £350 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £510 £528 £550
Median % change year-on-year -3.32% -4.09% -4.35%
75th Percentile £619 £650 £660
90th Percentile £725 £775 £763
UK median daily rate £500 £525 £536
% change year-on-year -4.76% -2.05% -4.71%
Number of hourly rates quoted 425 203 483
10th Percentile £41.25 £25.26 £36.26
25th Percentile £52.50 £42.75 £46.25
Median hourly rate £65.00 £63.00 £60.00
Median % change year-on-year +3.17% +5.00% -7.69%
75th Percentile £70.00 £68.75 £69.81
90th Percentile £76.25 £85.00 £77.50
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -7.69%

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 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 7 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 7 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 2,314 £550 -8.33% 1,148
North of England +9 621 £475 -5.94% 442
South East 0 411 £488 -11.36% 609
Yorkshire +8 325 £500 -6.98% 153
Midlands +3 289 £500 +2.04% 219
North West +6 253 £450 -10.00% 238
West Midlands +5 247 £509 +0.54% 110
South West -7 186 £550 -8.33% 250
East of England +2 132 £525 +5.00% 185
North East +5 48 £475 -9.52% 54
East Midlands -18 42 £444 +12.91% 109
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
1 196 (4.80%) Apache Spark
2 173 (4.23%) Apache Airflow
3 134 (3.28%) Confluence
4 130 (3.18%) Apache
5 60 (1.47%) SAS
6 55 (1.35%) SharePoint
7 30 (0.73%) Microsoft Exchange
7 30 (0.73%) OpenStack
8 21 (0.51%) Appian
8 21 (0.51%) Jupyter
9 19 (0.46%) nginx
10 18 (0.44%) Palantir Foundry
11 9 (0.22%) Apache Pig
12 8 (0.20%) Camunda
13 7 (0.17%) IIS
14 6 (0.15%) CMS
14 6 (0.15%) Oracle Application Server
15 5 (0.12%) ArcGIS
16 3 (0.073%) Luigi
16 3 (0.073%) Tomcat
Applications
1 111 (2.72%) Microsoft Excel
2 28 (0.69%) Chatbot
3 25 (0.61%) Microsoft Office
4 18 (0.44%) Microsoft PowerPoint
5 16 (0.39%) MS Visio
6 9 (0.22%) Spreadsheet
7 8 (0.20%) Weka
8 6 (0.15%) Mozilla Thunderbird
9 3 (0.073%) LaTeX
9 3 (0.073%) Microsoft Project
10 2 (0.049%) Maya
10 2 (0.049%) NUKE
11 1 (0.024%) CPLEX
11 1 (0.024%) Trello
Business Applications
1 16 (0.39%) Aladdin
2 11 (0.27%) Fidessa
3 6 (0.15%) SAP S/4HANA
4 3 (0.073%) Actimize
4 3 (0.073%) Bloomberg AIM
5 2 (0.049%) Cloudability
5 2 (0.049%) Dynamics CRM
5 2 (0.049%) NEC Housing
5 2 (0.049%) Remedy ITSM
5 2 (0.049%) Shopify
5 2 (0.049%) Teamcenter
6 1 (0.024%) Exchequer
6 1 (0.024%) Finacle
6 1 (0.024%) IntelliMatch
6 1 (0.024%) Loan IQ
6 1 (0.024%) NetSuite
6 1 (0.024%) Oracle EBS
6 1 (0.024%) Salesforce CRM
6 1 (0.024%) SAP ERP
6 1 (0.024%) SAP IBP
Cloud Services
1 1,561 (38.19%) AWS
2 1,348 (32.98%) Azure
3 659 (16.12%) GCP
4 541 (13.24%) GitHub
5 399 (9.76%) Power Platform
6 397 (9.71%) Serverless
7 287 (7.02%) Amazon S3
8 281 (6.88%) GitHub Actions
9 277 (6.78%) Azure DevOps
10 252 (6.17%) AWS Lambda
11 197 (4.82%) Azure Data Factory
11 197 (4.82%) Snowflake
12 175 (4.28%) AWS CloudFormation
13 133 (3.25%) OpenShift
14 130 (3.18%) Amazon EKS
15 126 (3.08%) dbt
16 125 (3.06%) Amazon ECS
17 122 (2.99%) Azure Synapse Analytics
18 121 (2.96%) Amazon EC2
19 112 (2.74%) Amazon CloudWatch
Communications & Networking
1 194 (4.75%) Firewall
2 132 (3.23%) DNS
3 104 (2.54%) Network Security
4 98 (2.40%) TCP/IP
5 71 (1.74%) VPN
6 60 (1.47%) BGP
7 50 (1.22%) WAN
8 49 (1.20%) HTTP
9 48 (1.17%) SSL
10 40 (0.98%) Wireshark
11 36 (0.88%) LAN
12 34 (0.83%) MPLS
13 31 (0.76%) OSPF
14 30 (0.73%) DHCP
15 26 (0.64%) Wireless
16 24 (0.59%) SSH
17 23 (0.56%) BIG-IP
17 23 (0.56%) SD-WAN
17 23 (0.56%) VLAN
18 20 (0.49%) SMTP
Database & Business Intelligence
1 331 (8.10%) Power BI
2 311 (7.61%) PostgreSQL
3 217 (5.31%) Data Warehouse
4 200 (4.89%) NoSQL
5 183 (4.48%) Relational Database
6 179 (4.38%) Data Lake
7 154 (3.77%) SQL Server
8 130 (3.18%) Tableau
9 128 (3.13%) Big Data
10 108 (2.64%) Amazon RDS
11 105 (2.57%) MySQL
12 104 (2.54%) Metadata
13 92 (2.25%) BigQuery
14 85 (2.08%) Amazon Redshift
15 78 (1.91%) Delta Lake
16 72 (1.76%) Azure SQL Database
16 72 (1.76%) Hadoop
17 69 (1.69%) MongoDB
18 66 (1.61%) Elasticsearch
19 65 (1.59%) Amazon Athena
Development Applications
1 498 (12.18%) Git
2 445 (10.89%) Jenkins
3 349 (8.54%) GitLab
4 247 (6.04%) JIRA
5 72 (1.76%) Selenium
6 70 (1.71%) MLflow
7 43 (1.05%) Cucumber
8 41 (1.00%) Postman
9 34 (0.83%) Sonatype Nexus
10 31 (0.76%) Bitbucket
11 30 (0.73%) JUnit
12 25 (0.61%) Liquibase
12 25 (0.61%) SonarQube
13 24 (0.59%) JMeter
14 23 (0.56%) Artifactory
14 23 (0.56%) CircleCI
14 23 (0.56%) Maven
15 21 (0.51%) Android Studio
15 21 (0.51%) SpecFlow
16 20 (0.49%) Xcode
General
1 1,126 (27.55%) Social Skills
2 817 (19.99%) Finance
3 594 (14.53%) Analytical Skills
4 366 (8.96%) Banking
5 336 (8.22%) Public Sector
6 149 (3.65%) Front Office
7 112 (2.74%) Documentation Skills
8 99 (2.42%) Investment Banking
9 58 (1.42%) Financial Institution
9 58 (1.42%) Pharmaceutical
10 57 (1.39%) Marketing
11 53 (1.30%) Telecoms
12 52 (1.27%) Retail
13 49 (1.20%) Inclusion and Diversity
14 38 (0.93%) Legal
15 36 (0.88%) Presentation Skills
16 35 (0.86%) Manufacturing
17 31 (0.76%) Influencing Skills
18 27 (0.66%) Military
19 20 (0.49%) Electronics
Job Titles
1 721 (17.64%) Developer
2 562 (13.75%) Senior
3 543 (13.29%) Data Engineer
4 302 (7.39%) Python Developer
5 257 (6.29%) Architect
6 254 (6.21%) DevOps Engineer
7 240 (5.87%) Lead
8 231 (5.65%) Analyst
9 220 (5.38%) Python Engineer
10 202 (4.94%) Software Engineer
11 197 (4.82%) AWS Engineer
12 191 (4.67%) Artificial Intelligence Engineer
13 170 (4.16%) Data Scientist
14 140 (3.43%) Platform Engineer
15 128 (3.13%) Senior Developer
16 116 (2.84%) Azure Engineer
17 109 (2.67%) Data Analyst
17 109 (2.67%) Senior Data Engineer
18 99 (2.42%) Full-Stack Developer
19 98 (2.40%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 356 (8.71%) REST
2 278 (6.80%) React
3 275 (6.73%) Kafka
4 223 (5.46%) PySpark
5 202 (4.94%) Node.js
6 179 (4.38%) RESTful
7 175 (4.28%) PyTorch
8 174 (4.26%) Pandas
9 158 (3.87%) .NET
10 151 (3.69%) TensorFlow
11 146 (3.57%) FastAPI
12 137 (3.35%) NumPy
13 124 (3.03%) AngularJS
14 107 (2.62%) scikit-learn
15 99 (2.42%) LangChain
15 99 (2.42%) LDAP
16 98 (2.40%) Elastic Stack
16 98 (2.40%) pytest
17 91 (2.23%) Flask
18 90 (2.20%) CSS
Miscellaneous
1 377 (9.22%) Cloud Native
2 169 (4.14%) Algorithms
3 161 (3.94%) Distributed Systems
4 116 (2.84%) Product Ownership
5 110 (2.69%) Equities
6 106 (2.59%) Data Protection Act
7 94 (2.30%) Derivative
8 88 (2.15%) Onboarding
9 85 (2.08%) Enterprise Software
10 81 (1.98%) Data Structures
11 80 (1.96%) Fixed Income
11 80 (1.96%) Security Posture
12 78 (1.91%) AI Agents
13 76 (1.86%) Public Cloud
14 75 (1.84%) Foreign Exchange (FX)
15 73 (1.79%) Hybrid Cloud
16 70 (1.71%) Management Information System
17 68 (1.66%) Hedge funds
18 63 (1.54%) Data Centre
19 61 (1.49%) Legacy Systems
Operating Systems
1 649 (15.88%) Linux
2 291 (7.12%) Windows
3 174 (4.26%) Unix
4 75 (1.84%) Red Hat Enterprise Linux
5 51 (1.25%) Windows Server
6 39 (0.95%) Android
7 37 (0.91%) Ubuntu
8 35 (0.86%) VMS
9 28 (0.69%) CentOS
10 22 (0.54%) Apple iOS
11 19 (0.46%) Mac OS
11 19 (0.46%) Solaris
12 11 (0.27%) Amazon Linux
12 11 (0.27%) Windows 7
13 9 (0.22%) Kali Linux
14 5 (0.12%) Windows 10
15 4 (0.098%) Debian
15 4 (0.098%) Robot Operating System
16 3 (0.073%) Embedded Linux
16 3 (0.073%) zOS
Processes & Methodologies
1 1,454 (35.58%) CI/CD
2 1,136 (27.80%) DevOps
3 945 (23.12%) Agile
4 925 (22.63%) Problem-Solving
5 863 (21.12%) AI
6 775 (18.96%) Analytics
7 709 (17.35%) Infrastructure as Code
8 649 (15.88%) Machine Learning
9 632 (15.46%) Containerisation
10 616 (15.07%) Data Pipeline
11 543 (13.29%) Data Engineering
12 520 (12.72%) ETL
13 507 (12.41%) Data Science
14 493 (12.06%) Data Modelling
15 472 (11.55%) Software Engineering
16 467 (11.43%) Test Automation
17 376 (9.20%) Business Intelligence
18 374 (9.15%) Observability
19 341 (8.34%) LLM
20 321 (7.85%) Computer Science
Programming Languages
1 1,292 (31.61%) SQL
2 637 (15.59%) Java
3 546 (13.36%) PowerShell
4 514 (12.58%) Bash
5 428 (10.47%) JavaScript
6 270 (6.61%) C#
7 242 (5.92%) TypeScript
8 198 (4.84%) Go
9 177 (4.33%) C++
10 134 (3.28%) R
11 121 (2.96%) Shell Script
12 114 (2.79%) Scala
13 110 (2.69%) Perl
14 77 (1.88%) Ruby
15 58 (1.42%) Bicep
16 57 (1.39%) Kusto Query Language
17 52 (1.27%) C
17 52 (1.27%) VBA
18 41 (1.00%) PHP
19 38 (0.93%) Rust
Qualifications
1 922 (22.56%) Security Cleared
2 740 (18.11%) SC Cleared
3 391 (9.57%) Degree
4 208 (5.09%) Computer Science Degree
5 129 (3.16%) DV Cleared
6 109 (2.67%) Master's Degree
7 105 (2.57%) AWS Certification
8 82 (2.01%) CISSP
9 80 (1.96%) Azure Certification
10 71 (1.74%) BPSS Clearance
11 66 (1.61%) Cisco Certification
12 44 (1.08%) CCNP
13 40 (0.98%) CISM
14 37 (0.91%) PhD
15 32 (0.78%) VMware Certified Professional (VCP)
16 30 (0.73%) CCIE
16 30 (0.73%) CEH
17 28 (0.69%) Microsoft Certification
18 26 (0.64%) GIAC
18 26 (0.64%) Microsoft Certified Professional
Quality Assurance & Compliance
1 337 (8.25%) Data Quality
2 160 (3.91%) QA
3 149 (3.65%) GDPR
4 91 (2.23%) NIST
5 76 (1.86%) ISO/IEC 27001
6 41 (1.00%) Accessibility
7 25 (0.61%) Sarbanes-Oxley
8 24 (0.59%) HIPAA
9 23 (0.56%) PCI DSS
10 22 (0.54%) NCSC
11 19 (0.46%) SLA
12 16 (0.39%) SOC 2
13 14 (0.34%) EU AI Act
14 10 (0.24%) Actionable Recommendations
15 9 (0.22%) MiFID
16 8 (0.20%) Cyber Essentials
16 8 (0.20%) EMIR
17 7 (0.17%) PMO
17 7 (0.17%) PSD2
17 7 (0.17%) WCAG
System Software
1 823 (20.14%) Docker
2 169 (4.14%) Active Directory
3 110 (2.69%) VMware Infrastructure
4 44 (1.08%) Virtual Machines
5 42 (1.03%) VMware NSX
6 40 (0.98%) vSphere
7 19 (0.46%) Firmware
8 18 (0.44%) HDFS
8 18 (0.44%) Hyper-V
9 17 (0.42%) KVM
10 12 (0.29%) Squid
11 10 (0.24%) Postfix
11 10 (0.24%) Slurm Workload Manager
12 9 (0.22%) GPFS
12 9 (0.22%) Lustre
12 9 (0.22%) VMware ESXi
13 8 (0.20%) DFS Replication
14 6 (0.15%) Dovecot
14 6 (0.15%) zsh
15 4 (0.098%) QEMU
Systems Management
1 893 (21.85%) Terraform
2 885 (21.65%) Kubernetes
3 471 (11.52%) Ansible
4 281 (6.88%) Grafana
5 253 (6.19%) Prometheus
6 82 (2.01%) Argo
7 69 (1.69%) Puppet
8 50 (1.22%) Kibana
9 35 (0.86%) Istio
9 35 (0.86%) Nessus
10 28 (0.69%) Single Sign-On
11 26 (0.64%) vRealize
12 22 (0.54%) Progress Chef
13 21 (0.51%) Control-M
13 21 (0.51%) Microsoft Intune
13 21 (0.51%) vCenter Server
14 20 (0.49%) ITRS Geneos
14 20 (0.49%) NetBackup
15 17 (0.42%) logstash
15 17 (0.42%) Nmap
Vendors
1 528 (12.92%) Microsoft
2 388 (9.49%) Databricks
3 249 (6.09%) Google
4 210 (5.14%) Splunk
5 200 (4.89%) Oracle
6 186 (4.55%) VMware
7 132 (3.23%) Red Hat
8 103 (2.52%) OpenAI
9 102 (2.50%) Cisco
10 99 (2.42%) ServiceNow
11 91 (2.23%) CyberArk
12 70 (1.71%) Foundry
13 68 (1.66%) BeyondTrust
13 68 (1.66%) F5
14 67 (1.64%) Palo Alto
15 40 (0.98%) Atlassian
16 38 (0.93%) Informatica
17 37 (0.91%) IBM
18 36 (0.88%) Dynatrace
19 35 (0.86%) SAP