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

6 months to
22 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,085 3,360 3,512
As % of all contract jobs in England 12.62% 12.52% 9.59%
As % of the Programming Languages category 41.22% 37.83% 32.06%
Number of daily rates quoted 2,781 2,267 2,506
10th Percentile £363 £400 £406
25th Percentile £425 £475 £475
Median daily rate (50th Percentile) £525 £575 £575
Median % change year-on-year -8.70% - -4.17%
75th Percentile £638 £700 £689
90th Percentile £750 £825 £798
UK median daily rate £523 £550 £565
% change year-on-year -4.91% -2.65% -5.83%
Number of hourly rates quoted 83 49 113
10th Percentile £27.50 £21.25 £32.25
25th Percentile £41.25 £26.50 £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 £82.80 £88.75 £76.53
UK median hourly rate £51.86 £46.18 £60.00
% change year-on-year +12.29% -23.03% -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 9,911 8,881 10,956
As % of all contract IT jobs advertised in England 30.61% 33.10% 29.91%
Number of daily rates quoted 6,609 5,707 7,910
10th Percentile £350 £356 £363
25th Percentile £413 £425 £431
Median daily rate (50th Percentile) £513 £538 £550
Median % change year-on-year -4.65% -2.27% -4.35%
75th Percentile £625 £650 £663
90th Percentile £731 £775 £763
UK median daily rate £503 £525 £540
% change year-on-year -4.29% -2.78% -4.42%
Number of hourly rates quoted 400 216 443
10th Percentile £40.00 £25.26 £35.50
25th Percentile £52.50 £44.81 £46.25
Median hourly rate £65.00 £62.50 £60.14
Median % change year-on-year +4.00% +3.92% -7.48%
75th Percentile £69.58 £68.75 £69.81
90th Percentile £75.00 £85.00 £78.00
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 22 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 22 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 22 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 2,361 £550 -8.33% 1,127
North of England +8 601 £482 -3.60% 542
South East +1 402 £480 -12.73% 1,140
Yorkshire +8 307 £500 -6.98% 214
Midlands +5 284 £507 +6.29% 326
North West +4 250 £450 -5.26% 239
West Midlands +14 241 £525 +1.20% 138
South West -8 179 £550 -10.20% 408
East of England +6 124 £525 +8.25% 419
North East +6 50 £500 -8.26% 93
East Midlands -17 43 £438 +10.92% 183
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
1 182 (4.46%) Apache Spark
2 175 (4.28%) Apache Airflow
3 135 (3.30%) Confluence
4 124 (3.04%) Apache
5 61 (1.49%) SAS
6 48 (1.18%) SharePoint
7 35 (0.86%) OpenStack
8 26 (0.64%) nginx
9 21 (0.51%) Jupyter
10 20 (0.49%) Microsoft Exchange
11 19 (0.47%) Appian
12 9 (0.22%) Apache Pig
13 7 (0.17%) IIS
14 6 (0.15%) Camunda
14 6 (0.15%) CMS
14 6 (0.15%) Oracle Application Server
15 5 (0.12%) Luigi
16 4 (0.098%) ArcGIS
17 3 (0.073%) Tomcat
17 3 (0.073%) Traefik
Applications
1 116 (2.84%) Microsoft Excel
2 27 (0.66%) Chatbot
3 24 (0.59%) Microsoft Office
4 20 (0.49%) Microsoft PowerPoint
5 18 (0.44%) MS Visio
6 9 (0.22%) Mozilla Thunderbird
7 8 (0.20%) Weka
8 7 (0.17%) Spreadsheet
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%) Trello
Business Applications
1 15 (0.37%) Aladdin
2 11 (0.27%) SAP S/4HANA
3 10 (0.24%) Fidessa
4 3 (0.073%) 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 (0.024%) Exchequer
6 1 (0.024%) Finacle
6 1 (0.024%) IntelliMatch
6 1 (0.024%) Loan IQ
6 1 (0.024%) Maximo
6 1 (0.024%) NetSuite
6 1 (0.024%) RMDS
6 1 (0.024%) SAP ERP
6 1 (0.024%) TRIRIGA
Cloud Services
1 1,582 (38.73%) AWS
2 1,319 (32.29%) Azure
3 661 (16.18%) GCP
4 532 (13.02%) GitHub
5 397 (9.72%) Serverless
6 392 (9.60%) Power Platform
7 291 (7.12%) Amazon S3
8 279 (6.83%) GitHub Actions
9 267 (6.54%) Azure DevOps
10 261 (6.39%) AWS Lambda
11 191 (4.68%) Snowflake
12 184 (4.50%) Azure Data Factory
13 175 (4.28%) AWS CloudFormation
14 142 (3.48%) Amazon EC2
15 134 (3.28%) Amazon ECS
16 129 (3.16%) Amazon CloudWatch
17 122 (2.99%) dbt
18 120 (2.94%) Amazon EKS
19 117 (2.86%) Azure Synapse Analytics
19 117 (2.86%) OpenShift
Communications & Networking
1 214 (5.24%) Firewall
2 141 (3.45%) DNS
3 111 (2.72%) Network Security
4 108 (2.64%) TCP/IP
5 75 (1.84%) VPN
6 68 (1.66%) BGP
7 62 (1.52%) HTTP
8 59 (1.44%) SSL
9 50 (1.22%) WAN
10 40 (0.98%) MPLS
11 39 (0.95%) OSPF
11 39 (0.95%) Wireshark
12 34 (0.83%) LAN
13 31 (0.76%) SSH
14 30 (0.73%) Wireless
15 28 (0.69%) DHCP
15 28 (0.69%) SD-WAN
16 27 (0.66%) SMTP
17 22 (0.54%) FTP
17 22 (0.54%) VLAN
Database & Business Intelligence
1 336 (8.23%) Power BI
2 308 (7.54%) PostgreSQL
3 214 (5.24%) Data Warehouse
4 204 (4.99%) NoSQL
5 198 (4.85%) Relational Database
6 179 (4.38%) Data Lake
7 153 (3.75%) SQL Server
8 132 (3.23%) Big Data
9 126 (3.08%) Amazon RDS
10 123 (3.01%) Tableau
11 116 (2.84%) MySQL
12 104 (2.55%) Metadata
13 83 (2.03%) BigQuery
14 79 (1.93%) Amazon Redshift
15 73 (1.79%) Amazon Athena
16 72 (1.76%) Delta Lake
17 70 (1.71%) MongoDB
18 69 (1.69%) Azure SQL Database
19 67 (1.64%) Hadoop
20 61 (1.49%) DynamoDB
Development Applications
1 525 (12.85%) Git
2 468 (11.46%) Jenkins
3 355 (8.69%) GitLab
4 241 (5.90%) JIRA
5 71 (1.74%) Selenium
6 64 (1.57%) MLflow
7 41 (1.00%) Cucumber
7 41 (1.00%) Sonatype Nexus
8 38 (0.93%) Postman
9 37 (0.91%) SonarQube
10 32 (0.78%) Bitbucket
11 30 (0.73%) Liquibase
12 29 (0.71%) Maven
13 28 (0.69%) JUnit
14 26 (0.64%) CircleCI
15 24 (0.59%) Artifactory
16 22 (0.54%) Cypress.io
16 22 (0.54%) Gradle
16 22 (0.54%) JMeter
17 21 (0.51%) Eclipse
General
1 1,155 (28.27%) Social Skills
2 814 (19.93%) Finance
3 588 (14.39%) Analytical Skills
4 363 (8.89%) Public Sector
5 359 (8.79%) Banking
6 152 (3.72%) Front Office
7 115 (2.82%) Documentation Skills
8 109 (2.67%) Investment Banking
9 64 (1.57%) Marketing
10 63 (1.54%) Financial Institution
11 61 (1.49%) Pharmaceutical
12 53 (1.30%) Retail
13 52 (1.27%) Inclusion and Diversity
13 52 (1.27%) Telecoms
14 39 (0.95%) Legal
15 38 (0.93%) Presentation Skills
16 36 (0.88%) Manufacturing
17 26 (0.64%) Military
18 25 (0.61%) Influencing Skills
19 19 (0.47%) Electronics
Job Titles
1 714 (17.48%) Developer
2 568 (13.90%) Senior
3 512 (12.53%) Data Engineer
4 301 (7.37%) Python Developer
5 267 (6.54%) DevOps Engineer
6 249 (6.10%) Architect
7 236 (5.78%) Analyst
7 236 (5.78%) Python Engineer
8 219 (5.36%) Lead
9 215 (5.26%) AWS Engineer
10 208 (5.09%) Software Engineer
11 185 (4.53%) Artificial Intelligence Engineer
12 166 (4.06%) Data Scientist
13 144 (3.53%) Platform Engineer
14 127 (3.11%) Senior Developer
15 110 (2.69%) Azure Engineer
15 110 (2.69%) Data Analyst
16 104 (2.55%) Senior Data Engineer
17 103 (2.52%) Full-Stack Developer
18 99 (2.42%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 359 (8.79%) REST
2 269 (6.59%) React
3 259 (6.34%) Kafka
4 215 (5.26%) PySpark
5 197 (4.82%) Node.js
6 196 (4.80%) RESTful
7 172 (4.21%) Pandas
8 165 (4.04%) PyTorch
9 155 (3.79%) FastAPI
10 148 (3.62%) TensorFlow
11 147 (3.60%) .NET
12 137 (3.35%) NumPy
13 121 (2.96%) AngularJS
14 104 (2.55%) scikit-learn
15 102 (2.50%) Elastic Stack
16 96 (2.35%) LDAP
17 95 (2.33%) HTML
17 95 (2.33%) LangChain
18 93 (2.28%) pytest
19 91 (2.23%) CSS
Miscellaneous
1 374 (9.16%) Cloud Native
2 162 (3.97%) Algorithms
3 155 (3.79%) Distributed Systems
4 120 (2.94%) Product Ownership
5 113 (2.77%) Data Protection Act
6 109 (2.67%) Equities
7 95 (2.33%) Derivative
8 85 (2.08%) Data Structures
8 85 (2.08%) Enterprise Software
9 84 (2.06%) Foreign Exchange (FX)
10 82 (2.01%) Fixed Income
11 80 (1.96%) Onboarding
12 79 (1.93%) AI Agents
13 77 (1.88%) Public Cloud
14 75 (1.84%) Hedge funds
15 72 (1.76%) Security Posture
16 69 (1.69%) Hybrid Cloud
17 67 (1.64%) Data Centre
18 65 (1.59%) Management Information System
19 55 (1.35%) Legacy Systems
Operating Systems
1 679 (16.62%) Linux
2 298 (7.29%) Windows
3 186 (4.55%) Unix
4 78 (1.91%) Red Hat Enterprise Linux
5 55 (1.35%) Windows Server
6 38 (0.93%) Android
6 38 (0.93%) Ubuntu
7 37 (0.91%) VMS
8 30 (0.73%) CentOS
9 22 (0.54%) Solaris
10 19 (0.47%) Mac OS
11 17 (0.42%) Amazon Linux
11 17 (0.42%) Apple iOS
12 11 (0.27%) Windows 7
13 10 (0.24%) Kali Linux
14 4 (0.098%) Debian
14 4 (0.098%) Robot Operating System
14 4 (0.098%) Windows 10
15 3 (0.073%) AIX
15 3 (0.073%) Embedded Linux
Processes & Methodologies
1 1,433 (35.08%) CI/CD
2 1,171 (28.67%) DevOps
3 954 (23.35%) Agile
4 938 (22.96%) Problem-Solving
5 818 (20.02%) AI
6 724 (17.72%) Analytics
7 708 (17.33%) Infrastructure as Code
8 631 (15.45%) Containerisation
9 626 (15.32%) Machine Learning
10 587 (14.37%) Data Pipeline
11 503 (12.31%) Data Engineering
12 488 (11.95%) ETL
13 485 (11.87%) Data Science
14 477 (11.68%) Software Engineering
15 470 (11.51%) Data Modelling
16 468 (11.46%) Test Automation
17 375 (9.18%) Business Intelligence
18 343 (8.40%) Observability
19 335 (8.20%) Computer Science
20 311 (7.61%) LLM
Programming Languages
1 1,260 (30.84%) SQL
2 669 (16.38%) Java
3 541 (13.24%) PowerShell
4 523 (12.80%) Bash
5 428 (10.48%) JavaScript
6 260 (6.36%) C#
7 233 (5.70%) TypeScript
8 218 (5.34%) Go
9 192 (4.70%) C++
10 143 (3.50%) R
11 135 (3.30%) Shell Script
12 130 (3.18%) Perl
13 113 (2.77%) Scala
14 79 (1.93%) Ruby
15 57 (1.40%) Kusto Query Language
16 56 (1.37%) Bicep
17 53 (1.30%) C
18 50 (1.22%) VBA
19 44 (1.08%) PHP
20 33 (0.81%) Rust
Qualifications
1 927 (22.69%) Security Cleared
2 752 (18.41%) SC Cleared
3 399 (9.77%) Degree
4 221 (5.41%) Computer Science Degree
5 127 (3.11%) DV Cleared
6 109 (2.67%) AWS Certification
7 105 (2.57%) Master's Degree
8 81 (1.98%) CISSP
9 79 (1.93%) Azure Certification
10 74 (1.81%) Cisco Certification
11 66 (1.62%) BPSS Clearance
12 59 (1.44%) MCP
13 46 (1.13%) CCNP
14 37 (0.91%) PhD
15 36 (0.88%) CCIE
16 34 (0.83%) CISM
17 33 (0.81%) CEH
18 30 (0.73%) VMware Certified Professional (VCP)
19 28 (0.69%) Microsoft Certification
19 28 (0.69%) OSCP
Quality Assurance & Compliance
1 320 (7.83%) Data Quality
2 150 (3.67%) QA
3 144 (3.53%) GDPR
4 84 (2.06%) NIST
5 72 (1.76%) ISO/IEC 27001
6 37 (0.91%) Accessibility
7 27 (0.66%) Sarbanes-Oxley
8 25 (0.61%) PCI DSS
9 24 (0.59%) HIPAA
10 21 (0.51%) NCSC
11 20 (0.49%) SLA
12 17 (0.42%) SOC 2
13 14 (0.34%) EU AI Act
14 9 (0.22%) Actionable Recommendations
14 9 (0.22%) MiFID
15 8 (0.20%) EMIR
16 6 (0.15%) Cyber Essentials
16 6 (0.15%) PSD2
17 5 (0.12%) PMO
17 5 (0.12%) Software Quality Assurance
System Software
1 841 (20.59%) Docker
2 174 (4.26%) Active Directory
3 103 (2.52%) VMware Infrastructure
4 38 (0.93%) VMware NSX
5 33 (0.81%) Virtual Machines
6 31 (0.76%) vSphere
7 18 (0.44%) Firmware
7 18 (0.44%) HDFS
8 15 (0.37%) Squid
9 14 (0.34%) DFS Replication
9 14 (0.34%) Hyper-V
9 14 (0.34%) Oracle RAC
10 13 (0.32%) KVM
10 13 (0.32%) Postfix
11 10 (0.24%) Slurm Workload Manager
12 9 (0.22%) Dovecot
12 9 (0.22%) GPFS
12 9 (0.22%) Lustre
13 7 (0.17%) VMware ESXi
13 7 (0.17%) zsh
Systems Management
1 907 (22.20%) Terraform
2 869 (21.27%) Kubernetes
3 520 (12.73%) Ansible
4 274 (6.71%) Grafana
5 241 (5.90%) Prometheus
6 78 (1.91%) Argo
7 77 (1.88%) Puppet
8 48 (1.18%) Kibana
9 37 (0.91%) Istio
10 32 (0.78%) Nessus
11 29 (0.71%) Single Sign-On
12 27 (0.66%) vRealize
13 24 (0.59%) NetBackup
13 24 (0.59%) Progress Chef
14 19 (0.47%) ITRS Geneos
15 17 (0.42%) logstash
16 16 (0.39%) Nmap
17 15 (0.37%) Control-M
17 15 (0.37%) Proxmox
17 15 (0.37%) Rancher
Vendors
1 505 (12.36%) Microsoft
2 370 (9.06%) Databricks
3 247 (6.05%) Google
4 217 (5.31%) Oracle
5 211 (5.17%) Splunk
6 184 (4.50%) VMware
7 131 (3.21%) Red Hat
8 108 (2.64%) Cisco
9 107 (2.62%) ServiceNow
10 95 (2.33%) OpenAI
11 92 (2.25%) CyberArk
12 82 (2.01%) F5
13 76 (1.86%) Palo Alto
14 67 (1.64%) BeyondTrust
15 66 (1.62%) Foundry
16 41 (1.00%) SAP
17 38 (0.93%) Dynatrace
18 37 (0.91%) Atlassian
18 37 (0.91%) CheckPoint
19 35 (0.86%) Informatica