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

6 months to
1 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,036 3,344 3,580
As % of all contract jobs in England 12.27% 12.62% 9.39%
As % of the Programming Languages category 40.53% 37.82% 31.79%
Number of daily rates quoted 2,754 2,246 2,578
10th Percentile £358 £400 £400
25th Percentile £420 £472 £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 £558
% change year-on-year -5.91% -1.35% -7.08%
Number of hourly rates quoted 81 45 111
10th Percentile £27.50 £21.25 £31.25
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% -7.69%
75th Percentile £74.26 £71.25 £70.00
90th Percentile £82.00 £91.25 £76.53
UK median hourly rate £52.50 £45.00 £60.25
% change year-on-year +16.67% -25.31% -7.31%

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 9,957 8,841 11,262
As % of all contract IT jobs advertised in England 30.27% 33.37% 29.53%
Number of daily rates quoted 6,622 5,632 8,135
10th Percentile £350 £358 £354
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 £623 £650 £661
90th Percentile £726 £770 £763
UK median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -4.44%
Number of hourly rates quoted 411 208 479
10th Percentile £41.25 £25.26 £35.61
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 £76.00 £85.00 £77.60
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 1 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 1 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 1 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 2,305 £550 -8.33% 1,283
North of England +8 599 £475 -6.63% 436
South East +1 402 £481 -12.50% 696
Yorkshire +8 304 £500 -6.98% 161
Midlands +6 282 £506 +6.08% 220
North West +6 252 £450 -9.91% 221
West Midlands +11 240 £515 +0.59% 97
South West -9 189 £550 -10.20% 275
East of England +4 127 £525 +5.00% 239
North East +3 48 £475 -12.84% 57
East Midlands -18 42 £444 +12.34% 122
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 (4.71%) Apache Spark
2 173 (4.29%) Apache Airflow
3 128 (3.17%) Confluence
4 121 (3.00%) Apache
5 59 (1.46%) SAS
6 51 (1.26%) SharePoint
7 33 (0.82%) OpenStack
8 28 (0.69%) Microsoft Exchange
9 26 (0.64%) 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 (0.099%) ArcGIS
19 3 (0.074%) Tomcat
Applications
1 115 (2.85%) 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 (0.050%) Maya
9 2 (0.050%) NUKE
10 1 (0.025%) Trello
Business Applications
1 16 (0.40%) Aladdin
2 12 (0.30%) SAP S/4HANA
3 10 (0.25%) Fidessa
4 3 (0.074%) 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%) 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 1,540 (38.16%) AWS
2 1,318 (32.66%) Azure
3 650 (16.11%) GCP
4 534 (13.23%) GitHub
5 404 (10.01%) Serverless
6 393 (9.74%) Power Platform
7 285 (7.06%) Amazon S3
8 277 (6.86%) GitHub Actions
9 271 (6.71%) Azure DevOps
10 261 (6.47%) AWS Lambda
11 194 (4.81%) Snowflake
12 190 (4.71%) Azure Data Factory
13 175 (4.34%) AWS CloudFormation
14 132 (3.27%) Amazon ECS
15 130 (3.22%) Amazon EC2
16 126 (3.12%) OpenShift
17 124 (3.07%) Amazon EKS
18 122 (3.02%) dbt
19 118 (2.92%) Amazon CloudWatch
20 117 (2.90%) Azure Synapse Analytics
Communications & Networking
1 194 (4.81%) Firewall
2 126 (3.12%) DNS
3 106 (2.63%) Network Security
4 98 (2.43%) TCP/IP
5 68 (1.68%) VPN
6 61 (1.51%) BGP
7 52 (1.29%) HTTP
8 50 (1.24%) WAN
9 49 (1.21%) SSL
10 40 (0.99%) Wireshark
11 37 (0.92%) MPLS
12 36 (0.89%) LAN
13 32 (0.79%) OSPF
14 28 (0.69%) Wireless
15 27 (0.67%) DHCP
16 26 (0.64%) SSH
17 24 (0.59%) SD-WAN
18 22 (0.55%) SMTP
18 22 (0.55%) VLAN
19 19 (0.47%) Multicast
Database & Business Intelligence
1 330 (8.18%) Power BI
2 308 (7.63%) PostgreSQL
3 216 (5.35%) Data Warehouse
4 203 (5.03%) NoSQL
5 196 (4.86%) Relational Database
6 174 (4.31%) Data Lake
7 150 (3.72%) SQL Server
8 131 (3.25%) Big Data
9 129 (3.20%) Tableau
10 116 (2.87%) Amazon RDS
11 112 (2.78%) MySQL
12 103 (2.55%) Metadata
13 88 (2.18%) BigQuery
14 81 (2.01%) Amazon Redshift
15 76 (1.88%) Delta Lake
16 69 (1.71%) Azure SQL Database
17 68 (1.68%) Hadoop
17 68 (1.68%) MongoDB
18 66 (1.64%) Amazon Athena
19 63 (1.56%) Elasticsearch
Development Applications
1 504 (12.49%) Git
2 439 (10.88%) Jenkins
3 345 (8.55%) GitLab
4 242 (6.00%) JIRA
5 67 (1.66%) Selenium
6 64 (1.59%) MLflow
7 42 (1.04%) Cucumber
8 37 (0.92%) Postman
8 37 (0.92%) Sonatype Nexus
9 33 (0.82%) SonarQube
10 32 (0.79%) Bitbucket
11 29 (0.72%) Maven
12 28 (0.69%) JUnit
13 25 (0.62%) CircleCI
13 25 (0.62%) Liquibase
14 23 (0.57%) Artifactory
15 22 (0.55%) Gradle
16 21 (0.52%) JMeter
16 21 (0.52%) SpecFlow
17 20 (0.50%) Android Studio
General
1 1,123 (27.82%) Social Skills
2 793 (19.65%) Finance
3 580 (14.37%) Analytical Skills
4 357 (8.85%) Banking
5 344 (8.52%) Public Sector
6 147 (3.64%) Front Office
7 111 (2.75%) Documentation Skills
8 102 (2.53%) Investment Banking
9 59 (1.46%) Financial Institution
10 58 (1.44%) Marketing
11 54 (1.34%) Pharmaceutical
12 52 (1.29%) Retail
13 50 (1.24%) Inclusion and Diversity
13 50 (1.24%) Telecoms
14 36 (0.89%) Legal
14 36 (0.89%) Presentation Skills
15 35 (0.87%) Manufacturing
16 27 (0.67%) Influencing Skills
17 26 (0.64%) Military
18 20 (0.50%) Electronics
Job Titles
1 722 (17.89%) Developer
2 542 (13.43%) Senior
3 527 (13.06%) Data Engineer
4 307 (7.61%) Python Developer
5 256 (6.34%) Architect
6 252 (6.24%) DevOps Engineer
7 228 (5.65%) Analyst
8 225 (5.57%) Lead
9 223 (5.53%) Python Engineer
10 202 (5.00%) AWS Engineer
11 191 (4.73%) Artificial Intelligence Engineer
11 191 (4.73%) Software Engineer
12 165 (4.09%) Data Scientist
13 137 (3.39%) Platform Engineer
14 126 (3.12%) Senior Developer
15 114 (2.82%) Azure Engineer
16 106 (2.63%) Data Analyst
16 106 (2.63%) Senior Data Engineer
17 99 (2.45%) Full-Stack Developer
18 98 (2.43%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 358 (8.87%) REST
2 271 (6.71%) React
3 259 (6.42%) Kafka
4 217 (5.38%) PySpark
5 195 (4.83%) Node.js
6 188 (4.66%) RESTful
7 172 (4.26%) Pandas
8 168 (4.16%) PyTorch
9 154 (3.82%) .NET
10 148 (3.67%) FastAPI
11 147 (3.64%) TensorFlow
12 135 (3.34%) NumPy
13 123 (3.05%) AngularJS
14 105 (2.60%) scikit-learn
15 100 (2.48%) LDAP
16 99 (2.45%) Elastic Stack
17 96 (2.38%) LangChain
18 94 (2.33%) HTML
19 92 (2.28%) pytest
20 90 (2.23%) CSS
Miscellaneous
1 375 (9.29%) Cloud Native
2 164 (4.06%) Algorithms
3 149 (3.69%) Distributed Systems
4 121 (3.00%) Product Ownership
5 115 (2.85%) Data Protection Act
6 104 (2.58%) Equities
7 90 (2.23%) Derivative
8 86 (2.13%) Enterprise Software
9 84 (2.08%) Onboarding
10 82 (2.03%) AI Agents
11 80 (1.98%) Data Structures
12 77 (1.91%) Fixed Income
12 77 (1.91%) Foreign Exchange (FX)
13 76 (1.88%) Public Cloud
14 75 (1.86%) Security Posture
15 68 (1.68%) Hedge funds
15 68 (1.68%) Hybrid Cloud
15 68 (1.68%) Management Information System
16 61 (1.51%) Data Centre
17 59 (1.46%) Legacy Systems
Operating Systems
1 656 (16.25%) Linux
2 290 (7.19%) Windows
3 179 (4.44%) Unix
4 75 (1.86%) Red Hat Enterprise Linux
5 49 (1.21%) Windows Server
6 38 (0.94%) Ubuntu
7 36 (0.89%) Android
7 36 (0.89%) VMS
8 28 (0.69%) 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 (0.099%) Debian
14 4 (0.099%) Robot Operating System
15 3 (0.074%) Embedded Linux
16 2 (0.050%) AIX
Processes & Methodologies
1 1,421 (35.21%) CI/CD
2 1,128 (27.95%) DevOps
3 942 (23.34%) Agile
4 923 (22.87%) Problem-Solving
5 842 (20.86%) AI
6 736 (18.24%) Analytics
7 691 (17.12%) Infrastructure as Code
8 634 (15.71%) Containerisation
9 629 (15.58%) Machine Learning
10 605 (14.99%) Data Pipeline
11 516 (12.78%) Data Engineering
12 508 (12.59%) ETL
13 489 (12.12%) Data Science
14 482 (11.94%) Data Modelling
15 463 (11.47%) Software Engineering
16 457 (11.32%) Test Automation
17 369 (9.14%) Business Intelligence
18 350 (8.67%) Observability
19 332 (8.23%) Computer Science
20 328 (8.13%) LLM
Programming Languages
1 1,260 (31.22%) SQL
2 641 (15.88%) Java
3 544 (13.48%) PowerShell
4 510 (12.64%) Bash
5 417 (10.33%) JavaScript
6 268 (6.64%) C#
7 237 (5.87%) TypeScript
8 194 (4.81%) Go
9 178 (4.41%) C++
10 134 (3.32%) R
11 125 (3.10%) Shell Script
12 115 (2.85%) Perl
13 114 (2.82%) Scala
14 76 (1.88%) Ruby
15 56 (1.39%) Kusto Query Language
16 55 (1.36%) Bicep
17 51 (1.26%) C
18 49 (1.21%) VBA
19 40 (0.99%) PHP
20 33 (0.82%) Rust
Qualifications
1 917 (22.72%) Security Cleared
2 739 (18.31%) SC Cleared
3 399 (9.89%) Degree
4 217 (5.38%) Computer Science Degree
5 125 (3.10%) DV Cleared
6 108 (2.68%) Master's Degree
7 102 (2.53%) AWS Certification
8 85 (2.11%) CISSP
9 79 (1.96%) Azure Certification
10 68 (1.68%) Cisco Certification
11 66 (1.64%) BPSS Clearance
12 43 (1.07%) CCNP
13 39 (0.97%) CISM
14 37 (0.92%) PhD
15 33 (0.82%) CEH
16 32 (0.79%) CCIE
17 30 (0.74%) VMware Certified Professional (VCP)
18 29 (0.72%) GIAC
19 28 (0.69%) Microsoft Certification
20 27 (0.67%) OSCP
Quality Assurance & Compliance
1 325 (8.05%) Data Quality
2 148 (3.67%) QA
3 146 (3.62%) GDPR
4 91 (2.25%) NIST
5 77 (1.91%) ISO/IEC 27001
6 36 (0.89%) 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 (0.50%) 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
1 827 (20.49%) Docker
2 173 (4.29%) Active Directory
3 106 (2.63%) VMware Infrastructure
4 39 (0.97%) VMware NSX
5 38 (0.94%) 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%) Oracle RAC
16 6 (0.15%) zsh
Systems Management
1 880 (21.80%) Terraform
2 859 (21.28%) Kubernetes
3 475 (11.77%) Ansible
4 272 (6.74%) Grafana
5 247 (6.12%) Prometheus
6 80 (1.98%) Argo
7 71 (1.76%) Puppet
8 47 (1.16%) Kibana
9 37 (0.92%) Nessus
10 35 (0.87%) Istio
11 28 (0.69%) Single Sign-On
12 27 (0.67%) vRealize
13 23 (0.57%) 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%) logstash
17 17 (0.42%) Nmap
17 17 (0.42%) vCenter Server
Vendors
1 517 (12.81%) Microsoft
2 373 (9.24%) Databricks
3 242 (6.00%) Google
4 210 (5.20%) Splunk
5 207 (5.13%) Oracle
6 183 (4.53%) VMware
7 129 (3.20%) Red Hat
8 105 (2.60%) Cisco
9 101 (2.50%) ServiceNow
10 99 (2.45%) OpenAI
11 92 (2.28%) CyberArk
12 70 (1.73%) Foundry
13 68 (1.68%) BeyondTrust
13 68 (1.68%) F5
13 68 (1.68%) Palo Alto
14 42 (1.04%) SAP
15 39 (0.97%) Dynatrace
16 38 (0.94%) Informatica
17 37 (0.92%) Atlassian
18 35 (0.87%) IBM