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

6 months to
31 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,076 3,350 3,571
As % of all contract jobs in England 12.33% 12.63% 9.40%
As % of the Programming Languages category 40.63% 37.88% 31.77%
Number of daily rates quoted 2,772 2,257 2,568
10th Percentile £358 £400 £400
25th Percentile £420 £475 £475
Median daily rate (50th Percentile) £523 £575 £568
Median % change year-on-year -9.13% +1.32% -5.42%
75th Percentile £638 £699 £688
90th Percentile £750 £818 £788
UK median daily rate £518 £550 £560
% change year-on-year -5.91% -1.83% -6.62%
Number of hourly rates quoted 81 45 114
10th Percentile £27.50 £21.25 £32.75
25th Percentile £41.25 £26.25 £46.18
Median hourly rate £51.21 £52.50 £60.00
Median % change year-on-year -2.46% -12.50% -8.05%
75th Percentile £74.26 £71.25 £70.00
90th Percentile £82.00 £91.25 £76.53
UK median hourly rate £52.50 £45.00 £60.00
% change year-on-year +16.67% -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 10,031 8,843 11,240
As % of all contract IT jobs advertised in England 30.33% 33.33% 29.58%
Number of daily rates quoted 6,665 5,647 8,118
10th Percentile £350 £358 £354
25th Percentile £413 £425 £430
Median daily rate (50th Percentile) £513 £536 £550
Median % change year-on-year -4.38% -2.55% -4.35%
75th Percentile £623 £650 £660
90th Percentile £727 £764 £763
UK median daily rate £501 £525 £538
% change year-on-year -4.67% -2.33% -4.87%
Number of hourly rates quoted 410 208 480
10th Percentile £41.25 £25.26 £35.62
25th Percentile £52.50 £42.25 £46.25
Median hourly rate £65.00 £62.75 £60.00
Median % change year-on-year +3.59% +4.58% -7.69%
75th Percentile £70.00 £68.75 £69.62
90th Percentile £75.10 £85.00 £77.55
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 31 January 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 31 January 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 31 January 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 2,333 £550 -8.33% 1,117
North of England +8 604 £476 -7.22% 414
South East +2 407 £481 -12.50% 679
Yorkshire +8 307 £500 -6.98% 151
Midlands +5 283 £506 +3.27% 210
North West +4 252 £450 -9.95% 211
West Midlands +7 241 £517 -0.34% 95
South West -9 190 £550 -10.20% 260
East of England +4 127 £525 +5.00% 227
North East +5 50 £488 -10.55% 55
East Midlands -15 42 £444 +12.91% 115
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
1 190 (4.66%) Apache Spark
2 175 (4.29%) Apache Airflow
3 132 (3.24%) Confluence
4 123 (3.02%) Apache
5 59 (1.45%) SAS
6 51 (1.25%) SharePoint
7 35 (0.86%) OpenStack
8 28 (0.69%) Microsoft Exchange
9 26 (0.64%) nginx
10 21 (0.52%) Jupyter
11 20 (0.49%) Appian
12 17 (0.42%) Palantir Foundry
13 9 (0.22%) Apache Pig
14 8 (0.20%) Camunda
15 7 (0.17%) IIS
16 6 (0.15%) CMS
16 6 (0.15%) Oracle Application Server
17 5 (0.12%) Luigi
18 4 (0.098%) ArcGIS
19 3 (0.074%) Tomcat
Applications
1 117 (2.87%) Microsoft Excel
2 28 (0.69%) Chatbot
3 26 (0.64%) Microsoft Office
4 19 (0.47%) Microsoft PowerPoint
5 17 (0.42%) MS Visio
6 8 (0.20%) Weka
7 7 (0.17%) Mozilla Thunderbird
7 7 (0.17%) Spreadsheet
8 3 (0.074%) LaTeX
8 3 (0.074%) Microsoft Project
9 2 (0.049%) Maya
9 2 (0.049%) NUKE
10 1 (0.025%) Trello
Business Applications
1 16 (0.39%) Aladdin
2 12 (0.29%) SAP S/4HANA
3 10 (0.25%) Fidessa
4 3 (0.074%) Actimize
5 2 (0.049%) Bloomberg AIM
5 2 (0.049%) Dynamics CRM
5 2 (0.049%) NEC Housing
5 2 (0.049%) Remedy ITSM
5 2 (0.049%) Salesforce CRM
5 2 (0.049%) Shopify
5 2 (0.049%) Teamcenter
6 1 (0.025%) Exchequer
6 1 (0.025%) Finacle
6 1 (0.025%) IntelliMatch
6 1 (0.025%) Loan IQ
6 1 (0.025%) Maximo
6 1 (0.025%) NetSuite
6 1 (0.025%) RMDS
6 1 (0.025%) SAP ERP
6 1 (0.025%) TRIRIGA
Cloud Services
1 1,557 (38.20%) AWS
2 1,324 (32.48%) Azure
3 653 (16.02%) GCP
4 536 (13.15%) GitHub
5 405 (9.94%) Serverless
6 397 (9.74%) Power Platform
7 288 (7.07%) Amazon S3
8 279 (6.84%) GitHub Actions
9 273 (6.70%) Azure DevOps
10 262 (6.43%) AWS Lambda
11 196 (4.81%) Snowflake
12 190 (4.66%) Azure Data Factory
13 176 (4.32%) AWS CloudFormation
14 133 (3.26%) Amazon EC2
15 132 (3.24%) Amazon ECS
16 127 (3.12%) OpenShift
17 125 (3.07%) Amazon EKS
18 124 (3.04%) dbt
19 121 (2.97%) Amazon CloudWatch
20 117 (2.87%) Azure Synapse Analytics
Communications & Networking
1 199 (4.88%) Firewall
2 131 (3.21%) DNS
3 108 (2.65%) Network Security
4 104 (2.55%) TCP/IP
5 71 (1.74%) VPN
6 64 (1.57%) BGP
7 54 (1.32%) HTTP
7 54 (1.32%) SSL
8 52 (1.28%) WAN
9 40 (0.98%) Wireshark
10 39 (0.96%) MPLS
11 38 (0.93%) LAN
12 34 (0.83%) OSPF
13 29 (0.71%) Wireless
14 27 (0.66%) DHCP
15 26 (0.64%) SSH
16 24 (0.59%) SD-WAN
17 22 (0.54%) SMTP
17 22 (0.54%) VLAN
18 19 (0.47%) SNMP
Database & Business Intelligence
1 333 (8.17%) Power BI
2 313 (7.68%) PostgreSQL
3 217 (5.32%) Data Warehouse
4 203 (4.98%) NoSQL
5 199 (4.88%) Relational Database
6 176 (4.32%) Data Lake
7 149 (3.66%) SQL Server
8 132 (3.24%) Big Data
9 131 (3.21%) Tableau
10 116 (2.85%) Amazon RDS
11 112 (2.75%) MySQL
12 103 (2.53%) Metadata
13 89 (2.18%) BigQuery
14 81 (1.99%) Amazon Redshift
15 76 (1.86%) Delta Lake
16 70 (1.72%) MongoDB
17 69 (1.69%) Azure SQL Database
18 68 (1.67%) Amazon Athena
18 68 (1.67%) Hadoop
19 63 (1.55%) Elasticsearch
Development Applications
1 511 (12.54%) Git
2 446 (10.94%) Jenkins
3 350 (8.59%) GitLab
4 245 (6.01%) JIRA
5 67 (1.64%) Selenium
6 64 (1.57%) MLflow
7 42 (1.03%) Cucumber
8 38 (0.93%) Postman
9 37 (0.91%) Sonatype Nexus
10 34 (0.83%) SonarQube
11 32 (0.79%) Bitbucket
12 29 (0.71%) JUnit
12 29 (0.71%) Maven
13 25 (0.61%) CircleCI
13 25 (0.61%) Liquibase
14 23 (0.56%) Artifactory
15 22 (0.54%) Gradle
16 21 (0.52%) JMeter
16 21 (0.52%) SpecFlow
17 20 (0.49%) Android Studio
General
1 1,135 (27.85%) Social Skills
2 805 (19.75%) Finance
3 588 (14.43%) Analytical Skills
4 363 (8.91%) Banking
5 349 (8.56%) Public Sector
6 149 (3.66%) Front Office
7 113 (2.77%) Documentation Skills
8 107 (2.63%) Investment Banking
9 60 (1.47%) Marketing
10 59 (1.45%) Financial Institution
11 54 (1.32%) Pharmaceutical
12 53 (1.30%) Retail
13 50 (1.23%) Inclusion and Diversity
13 50 (1.23%) Telecoms
14 36 (0.88%) Legal
14 36 (0.88%) Presentation Skills
15 35 (0.86%) Manufacturing
16 27 (0.66%) Influencing Skills
17 26 (0.64%) Military
18 20 (0.49%) Electronics
Job Titles
1 726 (17.81%) Developer
2 552 (13.54%) Senior
3 529 (12.98%) Data Engineer
4 309 (7.58%) Python Developer
5 256 (6.28%) Architect
6 254 (6.23%) DevOps Engineer
7 232 (5.69%) Analyst
8 230 (5.64%) Python Engineer
9 225 (5.52%) Lead
10 206 (5.05%) AWS Engineer
11 194 (4.76%) Software Engineer
12 191 (4.69%) Artificial Intelligence Engineer
13 165 (4.05%) Data Scientist
14 138 (3.39%) Platform Engineer
15 127 (3.12%) Senior Developer
16 114 (2.80%) Azure Engineer
17 108 (2.65%) Data Analyst
18 106 (2.60%) Senior Data Engineer
19 101 (2.48%) Full-Stack Developer
20 98 (2.40%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 364 (8.93%) REST
2 273 (6.70%) React
3 262 (6.43%) Kafka
4 217 (5.32%) PySpark
5 198 (4.86%) Node.js
6 192 (4.71%) RESTful
7 175 (4.29%) Pandas
8 168 (4.12%) PyTorch
9 153 (3.75%) .NET
10 149 (3.66%) FastAPI
11 147 (3.61%) TensorFlow
12 138 (3.39%) NumPy
13 124 (3.04%) AngularJS
14 105 (2.58%) scikit-learn
15 100 (2.45%) Elastic Stack
15 100 (2.45%) LDAP
16 96 (2.36%) LangChain
17 93 (2.28%) HTML
18 92 (2.26%) pytest
19 90 (2.21%) Flask
Miscellaneous
1 376 (9.22%) Cloud Native
2 164 (4.02%) Algorithms
3 149 (3.66%) Distributed Systems
4 124 (3.04%) Product Ownership
5 115 (2.82%) Data Protection Act
6 107 (2.63%) Equities
7 92 (2.26%) Derivative
8 87 (2.13%) Enterprise Software
9 84 (2.06%) Onboarding
10 82 (2.01%) AI Agents
10 82 (2.01%) Data Structures
11 80 (1.96%) Foreign Exchange (FX)
12 79 (1.94%) Fixed Income
13 76 (1.86%) Public Cloud
14 75 (1.84%) Security Posture
15 72 (1.77%) Hedge funds
16 70 (1.72%) Hybrid Cloud
17 69 (1.69%) Management Information System
18 62 (1.52%) Data Centre
19 58 (1.42%) Legacy Systems
Operating Systems
1 666 (16.34%) Linux
2 293 (7.19%) Windows
3 182 (4.47%) Unix
4 76 (1.86%) Red Hat Enterprise Linux
5 50 (1.23%) Windows Server
6 38 (0.93%) Ubuntu
7 36 (0.88%) Android
7 36 (0.88%) VMS
8 28 (0.69%) CentOS
9 20 (0.49%) Apple iOS
9 20 (0.49%) Mac OS
9 20 (0.49%) Solaris
10 13 (0.32%) Amazon Linux
11 11 (0.27%) Windows 7
12 10 (0.25%) Kali Linux
13 5 (0.12%) Windows 10
14 4 (0.098%) Debian
14 4 (0.098%) Robot Operating System
15 3 (0.074%) Embedded Linux
16 2 (0.049%) AIX
Processes & Methodologies
1 1,437 (35.26%) CI/CD
2 1,144 (28.07%) DevOps
3 955 (23.43%) Agile
4 928 (22.77%) Problem-Solving
5 844 (20.71%) AI
6 739 (18.13%) Analytics
7 696 (17.08%) Infrastructure as Code
8 638 (15.65%) Containerisation
9 631 (15.48%) Machine Learning
10 606 (14.87%) Data Pipeline
11 517 (12.68%) Data Engineering
12 510 (12.51%) ETL
13 491 (12.05%) Data Science
14 485 (11.90%) Data Modelling
15 469 (11.51%) Software Engineering
16 460 (11.29%) Test Automation
17 372 (9.13%) Business Intelligence
18 352 (8.64%) Observability
19 332 (8.15%) Computer Science
20 330 (8.10%) LLM
Programming Languages
1 1,267 (31.08%) SQL
2 646 (15.85%) Java
3 546 (13.40%) PowerShell
4 520 (12.76%) Bash
5 421 (10.33%) JavaScript
6 269 (6.60%) C#
7 239 (5.86%) TypeScript
8 200 (4.91%) Go
9 180 (4.42%) C++
10 137 (3.36%) R
11 127 (3.12%) Shell Script
12 121 (2.97%) Perl
13 114 (2.80%) Scala
14 78 (1.91%) Ruby
15 57 (1.40%) Kusto Query Language
16 55 (1.35%) Bicep
17 51 (1.25%) C
18 49 (1.20%) VBA
19 40 (0.98%) PHP
20 34 (0.83%) Rust
Qualifications
1 921 (22.60%) Security Cleared
2 742 (18.20%) SC Cleared
3 399 (9.79%) Degree
4 217 (5.32%) Computer Science Degree
5 127 (3.12%) DV Cleared
6 108 (2.65%) Master's Degree
7 103 (2.53%) AWS Certification
8 85 (2.09%) CISSP
9 79 (1.94%) Azure Certification
10 71 (1.74%) Cisco Certification
11 66 (1.62%) BPSS Clearance
12 44 (1.08%) CCNP
13 39 (0.96%) CISM
14 37 (0.91%) PhD
15 34 (0.83%) CCIE
16 33 (0.81%) CEH
17 30 (0.74%) VMware Certified Professional (VCP)
18 29 (0.71%) GIAC
19 28 (0.69%) Microsoft Certification
20 27 (0.66%) OSCP
Quality Assurance & Compliance
1 327 (8.02%) Data Quality
2 151 (3.70%) QA
3 147 (3.61%) GDPR
4 91 (2.23%) NIST
5 77 (1.89%) ISO/IEC 27001
6 36 (0.88%) Accessibility
7 26 (0.64%) Sarbanes-Oxley
8 24 (0.59%) HIPAA
8 24 (0.59%) PCI DSS
9 21 (0.52%) NCSC
10 20 (0.49%) SLA
11 16 (0.39%) SOC 2
12 14 (0.34%) EU AI Act
13 9 (0.22%) MiFID
14 8 (0.20%) Cyber Essentials
14 8 (0.20%) EMIR
15 7 (0.17%) Actionable Recommendations
15 7 (0.17%) PSD2
16 6 (0.15%) PMO
16 6 (0.15%) WCAG
System Software
1 833 (20.44%) Docker
2 173 (4.24%) Active Directory
3 108 (2.65%) VMware Infrastructure
4 40 (0.98%) VMware NSX
5 38 (0.93%) Virtual Machines
6 35 (0.86%) vSphere
7 20 (0.49%) Firmware
8 18 (0.44%) HDFS
9 17 (0.42%) Hyper-V
10 16 (0.39%) KVM
11 13 (0.32%) Squid
12 11 (0.27%) Postfix
13 10 (0.25%) DFS Replication
13 10 (0.25%) Slurm Workload Manager
14 9 (0.22%) GPFS
14 9 (0.22%) Lustre
14 9 (0.22%) VMware ESXi
15 7 (0.17%) Dovecot
16 6 (0.15%) Oracle RAC
16 6 (0.15%) zsh
Systems Management
1 890 (21.84%) Terraform
2 865 (21.22%) Kubernetes
3 491 (12.05%) Ansible
4 275 (6.75%) Grafana
5 250 (6.13%) Prometheus
6 82 (2.01%) Argo
7 73 (1.79%) Puppet
8 47 (1.15%) Kibana
9 37 (0.91%) Nessus
10 36 (0.88%) Istio
11 29 (0.71%) Single Sign-On
12 27 (0.66%) vRealize
13 23 (0.56%) NetBackup
13 23 (0.56%) Progress Chef
14 21 (0.52%) Control-M
15 20 (0.49%) ITRS Geneos
16 19 (0.47%) Microsoft Intune
17 17 (0.42%) logstash
17 17 (0.42%) Nmap
17 17 (0.42%) vCenter Server
Vendors
1 521 (12.78%) Microsoft
2 374 (9.18%) Databricks
3 245 (6.01%) Google
4 210 (5.15%) Splunk
5 206 (5.05%) Oracle
6 187 (4.59%) VMware
7 131 (3.21%) Red Hat
8 107 (2.63%) Cisco
9 101 (2.48%) ServiceNow
10 99 (2.43%) OpenAI
11 92 (2.26%) CyberArk
12 74 (1.82%) F5
13 71 (1.74%) Palo Alto
14 70 (1.72%) Foundry
15 68 (1.67%) BeyondTrust
16 42 (1.03%) SAP
17 39 (0.96%) Dynatrace
18 38 (0.93%) Informatica
19 37 (0.91%) Atlassian
20 35 (0.86%) IBM