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

6 months to
11 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,165 3,338 3,527
As % of all contract jobs in England 12.30% 12.88% 9.32%
As % of the Programming Languages category 40.84% 38.49% 31.72%
Number of daily rates quoted 2,842 2,265 2,537
10th Percentile £358 £397 £400
25th Percentile £420 £463 £475
Median daily rate (50th Percentile) £523 £575 £563
Median % change year-on-year -9.09% +2.22% -6.25%
75th Percentile £638 £699 £688
90th Percentile £750 £820 £788
UK median daily rate £515 £550 £550
% change year-on-year -6.41% - -8.33%
Number of hourly rates quoted 86 44 107
10th Percentile £27.00 £21.25 £29.85
25th Percentile £41.25 £26.00 £46.18
Median hourly rate £51.21 £53.50 £60.00
Median % change year-on-year -4.28% -10.83% -7.69%
75th Percentile £70.53 £72.05 £70.00
90th Percentile £77.50 £91.88 £76.92
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 10,198 8,672 11,118
As % of all contract IT jobs advertised in England 30.10% 33.46% 29.37%
Number of daily rates quoted 6,783 5,578 8,023
10th Percentile £350 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £512 £528 £550
Median % change year-on-year -2.98% -4.09% -4.35%
75th Percentile £620 £650 £660
90th Percentile £726 £775 £763
UK median daily rate £500 £525 £535
% change year-on-year -4.76% -1.87% -4.89%
Number of hourly rates quoted 435 204 472
10th Percentile £41.25 £25.26 £36.25
25th Percentile £52.50 £42.25 £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 £70.00
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 11 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 11 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 11 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 2,364 £550 -8.33% 1,113
North of England +9 625 £475 -5.00% 421
South East +2 423 £492 -10.55% 655
Yorkshire +6 332 £500 -6.98% 148
Midlands +3 290 £500 +2.04% 219
North West +7 251 £450 -9.95% 225
West Midlands +6 248 £509 +0.54% 107
South West -8 191 £550 -8.33% 250
East of England +2 132 £525 +5.00% 196
North East +3 47 £475 -9.52% 49
East Midlands -17 42 £438 +11.48% 113
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
1 200 (4.80%) Apache Spark
2 176 (4.23%) Apache Airflow
3 136 (3.27%) Confluence
4 131 (3.15%) Apache
5 60 (1.44%) SAS
6 55 (1.32%) SharePoint
7 30 (0.72%) Microsoft Exchange
7 30 (0.72%) OpenStack
8 22 (0.53%) Appian
9 21 (0.50%) Jupyter
10 20 (0.48%) nginx
11 18 (0.43%) Palantir Foundry
12 9 (0.22%) Apache Pig
13 8 (0.19%) Camunda
14 7 (0.17%) IIS
15 6 (0.14%) ArcGIS
15 6 (0.14%) CMS
15 6 (0.14%) Oracle Application Server
16 3 (0.072%) Luigi
16 3 (0.072%) Traefik
Applications
1 115 (2.76%) Microsoft Excel
2 28 (0.67%) Chatbot
3 25 (0.60%) Microsoft Office
4 20 (0.48%) Microsoft PowerPoint
5 18 (0.43%) MS Visio
6 9 (0.22%) Spreadsheet
7 8 (0.19%) Weka
8 6 (0.14%) Mozilla Thunderbird
9 3 (0.072%) LaTeX
9 3 (0.072%) Microsoft Project
10 2 (0.048%) Maya
10 2 (0.048%) NUKE
11 1 (0.024%) CPLEX
11 1 (0.024%) Trello
Business Applications
1 16 (0.38%) Aladdin
2 11 (0.26%) Fidessa
3 6 (0.14%) SAP S/4HANA
4 3 (0.072%) Actimize
4 3 (0.072%) Bloomberg AIM
5 2 (0.048%) Cloudability
5 2 (0.048%) Dynamics CRM
5 2 (0.048%) NEC Housing
5 2 (0.048%) Remedy ITSM
5 2 (0.048%) Shopify
6 1 (0.024%) Cerner Millennium
6 1 (0.024%) Finacle
6 1 (0.024%) IntelliMatch
6 1 (0.024%) ION MarketView
6 1 (0.024%) Loan IQ
6 1 (0.024%) NetSuite
6 1 (0.024%) Salesforce CRM
6 1 (0.024%) SAP BPC
6 1 (0.024%) SAP ERP
6 1 (0.024%) SAP IBP
Cloud Services
1 1,593 (38.25%) AWS
2 1,379 (33.11%) Azure
3 674 (16.18%) GCP
4 549 (13.18%) GitHub
5 413 (9.92%) Power Platform
6 401 (9.63%) Serverless
7 296 (7.11%) Amazon S3
8 284 (6.82%) Azure DevOps
9 283 (6.79%) GitHub Actions
10 256 (6.15%) AWS Lambda
11 207 (4.97%) Azure Data Factory
12 198 (4.75%) Snowflake
13 177 (4.25%) AWS CloudFormation
14 134 (3.22%) OpenShift
15 133 (3.19%) Amazon EKS
16 130 (3.12%) dbt
17 127 (3.05%) Amazon ECS
18 126 (3.03%) Azure Synapse Analytics
19 123 (2.95%) Amazon EC2
20 114 (2.74%) Amazon CloudWatch
Communications & Networking
1 194 (4.66%) Firewall
2 135 (3.24%) DNS
3 103 (2.47%) Network Security
4 99 (2.38%) TCP/IP
5 73 (1.75%) VPN
6 61 (1.46%) BGP
7 50 (1.20%) WAN
8 48 (1.15%) HTTP
8 48 (1.15%) SSL
9 42 (1.01%) Wireshark
10 36 (0.86%) MPLS
11 35 (0.84%) LAN
12 32 (0.77%) OSPF
13 30 (0.72%) DHCP
14 28 (0.67%) Wireless
15 25 (0.60%) SSH
16 24 (0.58%) BIG-IP
16 24 (0.58%) SD-WAN
17 23 (0.55%) VLAN
18 20 (0.48%) Multicast
Database & Business Intelligence
1 341 (8.19%) Power BI
2 320 (7.68%) PostgreSQL
3 220 (5.28%) Data Warehouse
4 206 (4.95%) NoSQL
5 186 (4.47%) Data Lake
6 181 (4.35%) Relational Database
7 158 (3.79%) SQL Server
8 133 (3.19%) Tableau
9 126 (3.03%) Big Data
10 109 (2.62%) Amazon RDS
11 106 (2.55%) Metadata
12 105 (2.52%) MySQL
13 95 (2.28%) BigQuery
14 86 (2.06%) Amazon Redshift
15 80 (1.92%) Delta Lake
16 75 (1.80%) Azure SQL Database
16 75 (1.80%) MongoDB
17 69 (1.66%) Hadoop
18 67 (1.61%) Amazon Athena
19 64 (1.54%) Elasticsearch
Development Applications
1 502 (12.05%) Git
2 448 (10.76%) Jenkins
3 355 (8.52%) GitLab
4 256 (6.15%) JIRA
5 74 (1.78%) MLflow
6 72 (1.73%) Selenium
7 43 (1.03%) Cucumber
8 41 (0.98%) Postman
9 35 (0.84%) Sonatype Nexus
10 32 (0.77%) Bitbucket
11 29 (0.70%) JUnit
12 26 (0.62%) Liquibase
13 25 (0.60%) JMeter
14 24 (0.58%) Maven
14 24 (0.58%) SonarQube
15 23 (0.55%) Artifactory
15 23 (0.55%) CircleCI
16 21 (0.50%) Android Studio
16 21 (0.50%) SpecFlow
17 20 (0.48%) Xcode
General
1 1,144 (27.47%) Social Skills
2 840 (20.17%) Finance
3 604 (14.50%) Analytical Skills
4 371 (8.91%) Banking
5 346 (8.31%) Public Sector
6 154 (3.70%) Front Office
7 117 (2.81%) Documentation Skills
8 97 (2.33%) Investment Banking
9 61 (1.46%) Financial Institution
10 59 (1.42%) Pharmaceutical
11 58 (1.39%) Marketing
12 54 (1.30%) Retail
12 54 (1.30%) Telecoms
13 49 (1.18%) Inclusion and Diversity
14 38 (0.91%) Legal
15 36 (0.86%) Presentation Skills
16 35 (0.84%) Manufacturing
17 33 (0.79%) Influencing Skills
18 28 (0.67%) Military
19 20 (0.48%) Electronics
Job Titles
1 740 (17.77%) Developer
2 571 (13.71%) Senior
3 556 (13.35%) Data Engineer
4 313 (7.52%) Python Developer
5 269 (6.46%) Architect
6 255 (6.12%) DevOps Engineer
7 246 (5.91%) Lead
8 236 (5.67%) Analyst
9 220 (5.28%) Python Engineer
10 208 (4.99%) Software Engineer
11 199 (4.78%) AWS Engineer
12 195 (4.68%) Artificial Intelligence Engineer
13 175 (4.20%) Data Scientist
14 140 (3.36%) Platform Engineer
15 129 (3.10%) Senior Developer
16 118 (2.83%) Azure Engineer
17 111 (2.67%) Senior Data Engineer
18 110 (2.64%) Data Analyst
19 103 (2.47%) Full-Stack Developer
20 100 (2.40%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 362 (8.69%) REST
2 290 (6.96%) React
3 287 (6.89%) Kafka
4 229 (5.50%) PySpark
5 210 (5.04%) Node.js
6 184 (4.42%) RESTful
7 182 (4.37%) PyTorch
8 176 (4.23%) Pandas
9 160 (3.84%) .NET
10 157 (3.77%) TensorFlow
11 153 (3.67%) FastAPI
12 136 (3.27%) NumPy
13 124 (2.98%) AngularJS
14 113 (2.71%) scikit-learn
15 101 (2.42%) LangChain
16 100 (2.40%) LDAP
16 100 (2.40%) pytest
17 99 (2.38%) Elastic Stack
18 94 (2.26%) JSON
19 93 (2.23%) Flask
Miscellaneous
1 387 (9.29%) Cloud Native
2 172 (4.13%) Algorithms
3 164 (3.94%) Distributed Systems
4 117 (2.81%) Product Ownership
5 108 (2.59%) Data Protection Act
5 108 (2.59%) Equities
6 93 (2.23%) Onboarding
7 92 (2.21%) Derivative
8 87 (2.09%) Fixed Income
9 85 (2.04%) Enterprise Software
10 84 (2.02%) Data Structures
11 80 (1.92%) AI Agents
12 79 (1.90%) Security Posture
13 78 (1.87%) Public Cloud
14 77 (1.85%) Hybrid Cloud
15 74 (1.78%) Management Information System
16 73 (1.75%) Foreign Exchange (FX)
17 65 (1.56%) Data Centre
17 65 (1.56%) Hedge funds
18 63 (1.51%) Legacy Systems
Operating Systems
1 660 (15.85%) Linux
2 295 (7.08%) Windows
3 180 (4.32%) Unix
4 76 (1.82%) Red Hat Enterprise Linux
5 53 (1.27%) Windows Server
6 41 (0.98%) Android
7 38 (0.91%) Ubuntu
8 36 (0.86%) VMS
9 28 (0.67%) CentOS
10 24 (0.58%) Apple iOS
11 19 (0.46%) Mac OS
11 19 (0.46%) Solaris
12 11 (0.26%) Amazon Linux
12 11 (0.26%) Windows 7
13 9 (0.22%) Kali Linux
14 5 (0.12%) Windows 10
15 4 (0.096%) Debian
15 4 (0.096%) Robot Operating System
16 3 (0.072%) Embedded Linux
16 3 (0.072%) zOS
Processes & Methodologies
1 1,481 (35.56%) CI/CD
2 1,153 (27.68%) DevOps
3 963 (23.12%) Agile
4 941 (22.59%) Problem-Solving
5 881 (21.15%) AI
6 800 (19.21%) Analytics
7 717 (17.21%) Infrastructure as Code
8 669 (16.06%) Machine Learning
9 646 (15.51%) Containerisation
10 633 (15.20%) Data Pipeline
11 559 (13.42%) Data Engineering
12 531 (12.75%) ETL
13 519 (12.46%) Data Science
14 515 (12.36%) Data Modelling
15 483 (11.60%) Software Engineering
16 470 (11.28%) Test Automation
17 389 (9.34%) Business Intelligence
18 381 (9.15%) Observability
19 353 (8.48%) LLM
20 332 (7.97%) Computer Science
Programming Languages
1 1,319 (31.67%) SQL
2 646 (15.51%) Java
3 548 (13.16%) PowerShell
4 516 (12.39%) Bash
5 442 (10.61%) JavaScript
6 276 (6.63%) C#
7 254 (6.10%) TypeScript
8 206 (4.95%) Go
9 175 (4.20%) C++
10 140 (3.36%) R
11 121 (2.91%) Shell Script
12 114 (2.74%) Scala
13 108 (2.59%) Perl
14 77 (1.85%) Ruby
15 57 (1.37%) Bicep
15 57 (1.37%) Kusto Query Language
16 52 (1.25%) C
16 52 (1.25%) VBA
17 39 (0.94%) PHP
18 38 (0.91%) Rust
Qualifications
1 944 (22.67%) Security Cleared
2 757 (18.18%) SC Cleared
3 405 (9.72%) Degree
4 211 (5.07%) Computer Science Degree
5 133 (3.19%) DV Cleared
6 109 (2.62%) Master's Degree
7 106 (2.55%) AWS Certification
8 82 (1.97%) CISSP
9 81 (1.94%) Azure Certification
10 78 (1.87%) BPSS Clearance
11 66 (1.58%) Cisco Certification
12 44 (1.06%) CCNP
13 41 (0.98%) CISM
14 40 (0.96%) PhD
15 32 (0.77%) VMware Certified Professional (VCP)
16 31 (0.74%) CCIE
17 29 (0.70%) CEH
17 29 (0.70%) Microsoft Certification
18 28 (0.67%) Microsoft Certified Professional
19 27 (0.65%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 348 (8.36%) Data Quality
2 162 (3.89%) QA
3 151 (3.63%) GDPR
4 97 (2.33%) NIST
5 82 (1.97%) ISO/IEC 27001
6 43 (1.03%) Accessibility
7 25 (0.60%) Sarbanes-Oxley
8 24 (0.58%) HIPAA
9 23 (0.55%) PCI DSS
10 22 (0.53%) NCSC
11 19 (0.46%) SLA
12 16 (0.38%) SOC 2
13 14 (0.34%) EU AI Act
14 10 (0.24%) Actionable Recommendations
15 9 (0.22%) Cyber Essentials
15 9 (0.22%) MiFID
16 8 (0.19%) EMIR
16 8 (0.19%) WCAG
17 7 (0.17%) PMO
17 7 (0.17%) PSD2
System Software
1 834 (20.02%) Docker
2 174 (4.18%) Active Directory
3 113 (2.71%) VMware Infrastructure
4 46 (1.10%) Virtual Machines
5 44 (1.06%) VMware NSX
6 41 (0.98%) vSphere
7 20 (0.48%) Hyper-V
8 19 (0.46%) Firmware
9 18 (0.43%) KVM
10 16 (0.38%) HDFS
11 12 (0.29%) Squid
12 10 (0.24%) Postfix
12 10 (0.24%) Slurm Workload Manager
12 10 (0.24%) VMware ESXi
13 9 (0.22%) GPFS
13 9 (0.22%) Lustre
14 8 (0.19%) DFS Replication
15 6 (0.14%) Dovecot
15 6 (0.14%) zsh
16 4 (0.096%) QEMU
Systems Management
1 906 (21.75%) Terraform
2 896 (21.51%) Kubernetes
3 472 (11.33%) Ansible
4 286 (6.87%) Grafana
5 263 (6.31%) Prometheus
6 83 (1.99%) Argo
7 69 (1.66%) Puppet
8 49 (1.18%) Kibana
9 40 (0.96%) Nessus
10 35 (0.84%) Istio
11 28 (0.67%) Single Sign-On
12 26 (0.62%) vRealize
13 25 (0.60%) Control-M
14 23 (0.55%) vCenter Server
15 21 (0.50%) IBM Guardium
15 21 (0.50%) Microsoft Intune
16 20 (0.48%) ITRS Geneos
16 20 (0.48%) Progress Chef
17 19 (0.46%) NetBackup
18 17 (0.41%) Nmap
Vendors
1 532 (12.77%) Microsoft
2 401 (9.63%) Databricks
3 252 (6.05%) Google
4 215 (5.16%) Splunk
5 199 (4.78%) Oracle
6 191 (4.59%) VMware
7 133 (3.19%) Red Hat
8 108 (2.59%) OpenAI
9 105 (2.52%) Cisco
10 99 (2.38%) ServiceNow
11 94 (2.26%) CyberArk
12 72 (1.73%) BeyondTrust
13 71 (1.70%) Foundry
14 69 (1.66%) F5
15 67 (1.61%) Palo Alto
16 40 (0.96%) Atlassian
17 38 (0.91%) Informatica
18 37 (0.89%) IBM
19 36 (0.86%) Dynatrace
20 35 (0.84%) SAP