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

6 months to
2 Feb 2026
Same period 2025 Same period 2024
Rank 10 9 14
Rank change year-on-year -1 +5 -1
Contract jobs citing Python 4,009 3,319 3,566
As % of all contract jobs in England 12.22% 12.65% 9.32%
As % of the Programming Languages category 40.46% 37.88% 31.68%
Number of daily rates quoted 2,735 2,225 2,569
10th Percentile £358 £400 £400
25th Percentile £420 £473 £475
Median daily rate (50th Percentile) £523 £575 £563
Median % change year-on-year -9.13% +2.22% -6.25%
75th Percentile £638 £699 £688
90th Percentile £750 £825 £788
UK median daily rate £518 £550 £556
% change year-on-year -5.91% -1.12% -7.29%
Number of hourly rates quoted 81 44 111
10th Percentile £27.50 £21.48 £31.25
25th Percentile £41.25 £26.44 £46.18
Median hourly rate £51.21 £52.50 £60.00
Median % change year-on-year -2.46% -12.50% -7.69%
75th Percentile £74.26 £72.05 £70.00
90th Percentile £82.00 £91.88 £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 9,909 8,763 11,258
As % of all contract IT jobs advertised in England 30.19% 33.40% 29.41%
Number of daily rates quoted 6,592 5,569 8,128
10th Percentile £350 £358 £350
25th Percentile £413 £425 £430
Median daily rate (50th Percentile) £513 £535 £550
Median % change year-on-year -4.21% -2.73% -4.35%
75th Percentile £620 £650 £660
90th Percentile £726 £771 £763
UK median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -4.87%
Number of hourly rates quoted 415 207 485
10th Percentile £41.25 £25.26 £35.88
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 £69.62
90th Percentile £75.60 £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 2 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 2 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 2 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 2,287 £550 -8.33% 1,335
North of England +9 595 £475 -7.59% 433
South East +1 400 £481 -12.50% 701
Yorkshire +7 302 £500 -6.98% 157
Midlands +6 280 £506 +4.65% 224
North West +8 250 £450 -10.00% 224
West Midlands +8 238 £515 +0.59% 104
South West -8 189 £550 -10.20% 275
East of England +2 127 £525 +5.00% 237
North East +6 48 £475 -15.93% 55
East Midlands -18 42 £444 +12.91% 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
1 190 (4.74%) Apache Spark
2 170 (4.24%) Apache Airflow
3 128 (3.19%) Confluence
4 120 (2.99%) Apache
5 59 (1.47%) SAS
6 51 (1.27%) SharePoint
7 32 (0.80%) OpenStack
8 28 (0.70%) Microsoft Exchange
9 22 (0.55%) nginx
10 21 (0.52%) Jupyter
11 20 (0.50%) 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 (0.100%) ArcGIS
19 3 (0.075%) Traefik
Applications
1 115 (2.87%) Microsoft Excel
2 28 (0.70%) Chatbot
3 26 (0.65%) 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 (0.075%) LaTeX
8 3 (0.075%) Microsoft Project
9 2 (0.050%) Maya
9 2 (0.050%) NUKE
10 1 (0.025%) Trello
Business Applications
1 16 (0.40%) Aladdin
2 10 (0.25%) Fidessa
3 9 (0.22%) SAP S/4HANA
4 3 (0.075%) Actimize
5 2 (0.050%) Bloomberg AIM
5 2 (0.050%) Dynamics CRM
5 2 (0.050%) NEC Housing
5 2 (0.050%) Remedy ITSM
5 2 (0.050%) Salesforce CRM
5 2 (0.050%) Shopify
5 2 (0.050%) Teamcenter
6 1 (0.025%) Cerner Millennium
6 1 (0.025%) Cloudability
6 1 (0.025%) Distributed Ledger
6 1 (0.025%) Exchequer
6 1 (0.025%) IntelliMatch
6 1 (0.025%) Maximo
6 1 (0.025%) RMDS
6 1 (0.025%) SAP IBP
6 1 (0.025%) TRIRIGA
Cloud Services
1 1,524 (38.01%) AWS
2 1,314 (32.78%) Azure
3 647 (16.14%) GCP
4 526 (13.12%) GitHub
5 397 (9.90%) Serverless
6 392 (9.78%) Power Platform
7 282 (7.03%) Amazon S3
8 273 (6.81%) GitHub Actions
9 269 (6.71%) Azure DevOps
10 254 (6.34%) AWS Lambda
11 193 (4.81%) Snowflake
12 190 (4.74%) Azure Data Factory
13 172 (4.29%) AWS CloudFormation
14 130 (3.24%) Amazon ECS
15 128 (3.19%) Amazon EC2
16 125 (3.12%) OpenShift
17 123 (3.07%) Amazon EKS
18 119 (2.97%) dbt
19 118 (2.94%) Amazon CloudWatch
20 117 (2.92%) Azure Synapse Analytics
Communications & Networking
1 195 (4.86%) Firewall
2 127 (3.17%) DNS
3 106 (2.64%) Network Security
4 97 (2.42%) TCP/IP
5 68 (1.70%) VPN
6 61 (1.52%) BGP
7 51 (1.27%) HTTP
8 50 (1.25%) WAN
9 48 (1.20%) SSL
10 40 (1.00%) Wireshark
11 37 (0.92%) MPLS
12 36 (0.90%) LAN
13 32 (0.80%) OSPF
14 28 (0.70%) Wireless
15 27 (0.67%) DHCP
16 26 (0.65%) SSH
17 24 (0.60%) SD-WAN
18 22 (0.55%) SMTP
18 22 (0.55%) VLAN
19 19 (0.47%) Multicast
Database & Business Intelligence
1 329 (8.21%) Power BI
2 304 (7.58%) PostgreSQL
3 213 (5.31%) Data Warehouse
4 203 (5.06%) NoSQL
5 192 (4.79%) Relational Database
6 173 (4.32%) Data Lake
7 149 (3.72%) SQL Server
8 130 (3.24%) Big Data
9 128 (3.19%) Tableau
10 115 (2.87%) Amazon RDS
11 112 (2.79%) MySQL
12 101 (2.52%) Metadata
13 88 (2.20%) BigQuery
14 79 (1.97%) Amazon Redshift
15 76 (1.90%) Delta Lake
16 69 (1.72%) Azure SQL Database
17 68 (1.70%) Hadoop
17 68 (1.70%) MongoDB
18 63 (1.57%) Amazon Athena
18 63 (1.57%) Elasticsearch
Development Applications
1 499 (12.45%) Git
2 435 (10.85%) Jenkins
3 344 (8.58%) GitLab
4 238 (5.94%) JIRA
5 66 (1.65%) Selenium
6 64 (1.60%) MLflow
7 42 (1.05%) Cucumber
8 36 (0.90%) Postman
8 36 (0.90%) Sonatype Nexus
9 32 (0.80%) SonarQube
10 31 (0.77%) Bitbucket
11 27 (0.67%) JUnit
11 27 (0.67%) Maven
12 25 (0.62%) Liquibase
13 23 (0.57%) CircleCI
14 22 (0.55%) Artifactory
15 21 (0.52%) Gradle
15 21 (0.52%) JMeter
15 21 (0.52%) SpecFlow
16 20 (0.50%) Android Studio
General
1 1,119 (27.91%) Social Skills
2 788 (19.66%) Finance
3 576 (14.37%) Analytical Skills
4 355 (8.86%) Banking
5 334 (8.33%) Public Sector
6 145 (3.62%) Front Office
7 111 (2.77%) Documentation Skills
8 100 (2.49%) Investment Banking
9 59 (1.47%) Financial Institution
10 56 (1.40%) Marketing
11 54 (1.35%) Pharmaceutical
12 51 (1.27%) Retail
13 50 (1.25%) Inclusion and Diversity
13 50 (1.25%) Telecoms
14 36 (0.90%) Legal
14 36 (0.90%) Presentation Skills
15 35 (0.87%) Manufacturing
16 27 (0.67%) Influencing Skills
17 26 (0.65%) Military
18 20 (0.50%) Electronics
Job Titles
1 715 (17.83%) Developer
2 538 (13.42%) Senior
3 522 (13.02%) Data Engineer
4 305 (7.61%) Python Developer
5 255 (6.36%) Architect
6 249 (6.21%) DevOps Engineer
7 227 (5.66%) Analyst
8 223 (5.56%) Lead
9 220 (5.49%) Python Engineer
10 198 (4.94%) AWS Engineer
11 190 (4.74%) Software Engineer
12 188 (4.69%) Artificial Intelligence Engineer
13 163 (4.07%) Data Scientist
14 137 (3.42%) Platform Engineer
15 126 (3.14%) Senior Developer
16 114 (2.84%) Azure Engineer
17 105 (2.62%) Data Analyst
18 104 (2.59%) Senior Data Engineer
19 99 (2.47%) Full-Stack Developer
20 98 (2.44%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 353 (8.81%) REST
2 269 (6.71%) React
3 258 (6.44%) Kafka
4 214 (5.34%) PySpark
5 194 (4.84%) Node.js
6 184 (4.59%) RESTful
7 170 (4.24%) Pandas
8 168 (4.19%) PyTorch
9 154 (3.84%) .NET
10 147 (3.67%) FastAPI
10 147 (3.67%) TensorFlow
11 133 (3.32%) NumPy
12 122 (3.04%) AngularJS
13 105 (2.62%) scikit-learn
14 100 (2.49%) LDAP
15 98 (2.44%) Elastic Stack
16 96 (2.39%) LangChain
17 92 (2.29%) pytest
18 90 (2.24%) CSS
18 90 (2.24%) HTML
Miscellaneous
1 369 (9.20%) Cloud Native
2 164 (4.09%) Algorithms
3 149 (3.72%) Distributed Systems
4 119 (2.97%) Product Ownership
5 109 (2.72%) Data Protection Act
6 102 (2.54%) Equities
7 89 (2.22%) Derivative
8 86 (2.15%) Enterprise Software
9 84 (2.10%) Onboarding
10 81 (2.02%) AI Agents
11 80 (2.00%) Data Structures
12 76 (1.90%) Public Cloud
13 75 (1.87%) Fixed Income
13 75 (1.87%) Foreign Exchange (FX)
13 75 (1.87%) Security Posture
14 68 (1.70%) Hybrid Cloud
14 68 (1.70%) Management Information System
15 67 (1.67%) Hedge funds
16 61 (1.52%) Data Centre
17 58 (1.45%) Legacy Systems
Operating Systems
1 651 (16.24%) Linux
2 290 (7.23%) Windows
3 177 (4.42%) Unix
4 75 (1.87%) Red Hat Enterprise Linux
5 49 (1.22%) Windows Server
6 38 (0.95%) Ubuntu
7 36 (0.90%) Android
7 36 (0.90%) VMS
8 28 (0.70%) CentOS
9 20 (0.50%) Apple iOS
9 20 (0.50%) Mac OS
9 20 (0.50%) 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 (0.100%) Debian
14 4 (0.100%) Robot Operating System
15 3 (0.075%) Embedded Linux
16 2 (0.050%) AIX
Processes & Methodologies
1 1,408 (35.12%) CI/CD
2 1,117 (27.86%) DevOps
3 931 (23.22%) Agile
4 920 (22.95%) Problem-Solving
5 836 (20.85%) AI
6 730 (18.21%) Analytics
7 687 (17.14%) Infrastructure as Code
8 627 (15.64%) Containerisation
9 626 (15.61%) Machine Learning
10 597 (14.89%) Data Pipeline
11 512 (12.77%) Data Engineering
12 504 (12.57%) ETL
13 487 (12.15%) Data Science
14 476 (11.87%) Data Modelling
15 460 (11.47%) Software Engineering
16 456 (11.37%) Test Automation
17 367 (9.15%) Business Intelligence
18 348 (8.68%) Observability
19 325 (8.11%) Computer Science
19 325 (8.11%) LLM
Programming Languages
1 1,252 (31.23%) SQL
2 632 (15.76%) Java
3 542 (13.52%) PowerShell
4 508 (12.67%) Bash
5 414 (10.33%) JavaScript
6 268 (6.68%) C#
7 234 (5.84%) TypeScript
8 192 (4.79%) Go
9 178 (4.44%) C++
10 132 (3.29%) R
11 123 (3.07%) Shell Script
12 114 (2.84%) Perl
12 114 (2.84%) Scala
13 76 (1.90%) Ruby
14 56 (1.40%) Kusto Query Language
15 55 (1.37%) Bicep
16 51 (1.27%) C
17 49 (1.22%) VBA
18 40 (1.00%) PHP
19 33 (0.82%) Rust
Qualifications
1 911 (22.72%) Security Cleared
2 737 (18.38%) SC Cleared
3 392 (9.78%) Degree
4 212 (5.29%) Computer Science Degree
5 122 (3.04%) DV Cleared
6 107 (2.67%) Master's Degree
7 102 (2.54%) AWS Certification
8 85 (2.12%) CISSP
9 79 (1.97%) Azure Certification
10 68 (1.70%) Cisco Certification
11 66 (1.65%) BPSS Clearance
12 43 (1.07%) CCNP
13 39 (0.97%) CISM
14 36 (0.90%) PhD
15 33 (0.82%) CEH
16 32 (0.80%) CCIE
17 30 (0.75%) VMware Certified Professional (VCP)
18 29 (0.72%) GIAC
19 28 (0.70%) Microsoft Certification
20 27 (0.67%) OSCP
Quality Assurance & Compliance
1 325 (8.11%) Data Quality
2 148 (3.69%) QA
3 146 (3.64%) GDPR
4 91 (2.27%) NIST
5 77 (1.92%) ISO/IEC 27001
6 36 (0.90%) Accessibility
7 26 (0.65%) Sarbanes-Oxley
8 24 (0.60%) HIPAA
8 24 (0.60%) PCI DSS
9 21 (0.52%) NCSC
10 20 (0.50%) SLA
11 16 (0.40%) SOC 2
12 14 (0.35%) 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
1 820 (20.45%) Docker
2 173 (4.32%) Active Directory
3 106 (2.64%) VMware Infrastructure
4 39 (0.97%) VMware NSX
5 38 (0.95%) Virtual Machines
6 35 (0.87%) vSphere
7 19 (0.47%) Firmware
8 18 (0.45%) HDFS
9 17 (0.42%) Hyper-V
10 16 (0.40%) 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%) zsh
17 5 (0.12%) Oracle RAC
Systems Management
1 875 (21.83%) Terraform
2 855 (21.33%) Kubernetes
3 470 (11.72%) Ansible
4 270 (6.73%) Grafana
5 245 (6.11%) Prometheus
6 79 (1.97%) Argo
7 70 (1.75%) Puppet
8 47 (1.17%) Kibana
9 37 (0.92%) Nessus
10 35 (0.87%) Istio
11 28 (0.70%) Single Sign-On
12 26 (0.65%) vRealize
13 22 (0.55%) Progress Chef
14 21 (0.52%) Control-M
14 21 (0.52%) NetBackup
15 20 (0.50%) ITRS Geneos
16 19 (0.47%) Microsoft Intune
17 17 (0.42%) IBM Guardium
17 17 (0.42%) logstash
17 17 (0.42%) vCenter Server
Vendors
1 517 (12.90%) Microsoft
2 372 (9.28%) Databricks
3 242 (6.04%) Google
4 209 (5.21%) Splunk
5 206 (5.14%) Oracle
6 182 (4.54%) VMware
7 129 (3.22%) Red Hat
8 105 (2.62%) Cisco
9 101 (2.52%) ServiceNow
10 97 (2.42%) OpenAI
11 92 (2.29%) CyberArk
12 70 (1.75%) Foundry
13 68 (1.70%) BeyondTrust
13 68 (1.70%) Palo Alto
14 66 (1.65%) F5
15 39 (0.97%) Dynatrace
16 38 (0.95%) Informatica
16 38 (0.95%) SAP
17 37 (0.92%) Atlassian
18 35 (0.87%) IBM