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

6 months to
26 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,025 3,318 3,551
As % of all contract jobs in England 12.47% 12.54% 9.43%
As % of the Programming Languages category 40.94% 37.78% 31.75%
Number of daily rates quoted 2,741 2,235 2,538
10th Percentile £360 £400 £400
25th Percentile £425 £475 £475
Median daily rate (50th Percentile) £525 £575 £574
Median % change year-on-year -8.70% +0.22% -4.38%
75th Percentile £638 £700 £688
90th Percentile £750 £825 £788
UK median daily rate £520 £550 £563
% change year-on-year -5.45% -2.22% -6.25%
Number of hourly rates quoted 82 47 114
10th Percentile £27.50 £21.25 £32.75
25th Percentile £41.25 £26.38 £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 £72.63 £70.00
90th Percentile £81.80 £90.00 £76.53
UK median hourly rate £51.86 £45.59 £60.00
% change year-on-year +13.74% -24.02% -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 9,832 8,783 11,183
As % of all contract IT jobs advertised in England 30.47% 33.20% 29.71%
Number of daily rates quoted 6,547 5,612 8,066
10th Percentile £350 £358 £358
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 £662
90th Percentile £733 £774 £763
UK median daily rate £505 £525 £540
% change year-on-year -3.81% -2.78% -4.42%
Number of hourly rates quoted 406 213 466
10th Percentile £41.25 £25.26 £35.94
25th Percentile £52.50 £43.50 £46.25
Median hourly rate £65.00 £63.00 £60.00
Median % change year-on-year +3.17% +5.00% -7.69%
75th Percentile £69.86 £68.75 £69.47
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 26 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 26 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 26 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 2,318 £550 -8.33% 1,187
North of England +7 588 £480 -4.95% 629
South East +3 405 £481 -12.61% 1,270
Yorkshire +4 293 £500 -6.98% 255
Midlands +4 277 £507 +6.34% 378
North West +3 250 £450 -7.79% 273
West Midlands +12 235 £525 +2.44% 144
South West -9 180 £550 -10.39% 458
East of England +4 121 £525 +7.14% 500
North East +5 51 £488 -10.55% 105
East Midlands -20 42 £444 +12.91% 227
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 (4.52%) Apache Spark
2 171 (4.25%) Apache Airflow
3 129 (3.20%) Confluence
4 120 (2.98%) Apache
5 60 (1.49%) SAS
6 45 (1.12%) SharePoint
7 35 (0.87%) OpenStack
8 25 (0.62%) nginx
9 21 (0.52%) Jupyter
10 20 (0.50%) Microsoft Exchange
11 19 (0.47%) Appian
12 9 (0.22%) Apache Pig
13 7 (0.17%) Camunda
13 7 (0.17%) IIS
14 6 (0.15%) CMS
14 6 (0.15%) Oracle Application Server
15 5 (0.12%) Luigi
16 4 (0.099%) ArcGIS
17 3 (0.075%) Tomcat
17 3 (0.075%) Traefik
Applications
1 113 (2.81%) Microsoft Excel
2 27 (0.67%) Chatbot
3 24 (0.60%) Microsoft Office
4 18 (0.45%) Microsoft PowerPoint
5 17 (0.42%) MS Visio
6 8 (0.20%) Mozilla Thunderbird
6 8 (0.20%) Weka
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 15 (0.37%) Aladdin
2 11 (0.27%) SAP S/4HANA
3 10 (0.25%) Fidessa
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%) 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 1,565 (38.88%) AWS
2 1,313 (32.62%) Azure
3 660 (16.40%) GCP
4 533 (13.24%) GitHub
5 397 (9.86%) Serverless
6 383 (9.52%) Power Platform
7 289 (7.18%) Amazon S3
8 283 (7.03%) GitHub Actions
9 265 (6.58%) Azure DevOps
10 259 (6.43%) AWS Lambda
11 194 (4.82%) Snowflake
12 186 (4.62%) Azure Data Factory
13 175 (4.35%) AWS CloudFormation
14 141 (3.50%) Amazon EC2
15 131 (3.25%) Amazon ECS
16 127 (3.16%) Amazon CloudWatch
17 121 (3.01%) Amazon EKS
17 121 (3.01%) dbt
18 118 (2.93%) OpenShift
19 114 (2.83%) Azure Synapse Analytics
Communications & Networking
1 207 (5.14%) Firewall
2 140 (3.48%) DNS
3 111 (2.76%) Network Security
4 110 (2.73%) TCP/IP
5 74 (1.84%) VPN
6 62 (1.54%) BGP
7 59 (1.47%) SSL
8 58 (1.44%) HTTP
9 47 (1.17%) WAN
10 39 (0.97%) Wireshark
11 36 (0.89%) MPLS
12 33 (0.82%) LAN
12 33 (0.82%) OSPF
13 29 (0.72%) Wireless
14 28 (0.70%) DHCP
14 28 (0.70%) SSH
15 25 (0.62%) SMTP
16 24 (0.60%) SD-WAN
17 22 (0.55%) VLAN
18 20 (0.50%) FTP
Database & Business Intelligence
1 326 (8.10%) Power BI
2 307 (7.63%) PostgreSQL
3 215 (5.34%) Data Warehouse
4 204 (5.07%) NoSQL
5 196 (4.87%) Relational Database
6 173 (4.30%) Data Lake
7 145 (3.60%) SQL Server
8 130 (3.23%) Big Data
9 123 (3.06%) Tableau
10 119 (2.96%) Amazon RDS
11 113 (2.81%) MySQL
12 100 (2.48%) Metadata
13 84 (2.09%) BigQuery
14 78 (1.94%) Amazon Redshift
15 72 (1.79%) Delta Lake
16 68 (1.69%) Azure SQL Database
17 67 (1.66%) Hadoop
17 67 (1.66%) MongoDB
18 66 (1.64%) Amazon Athena
19 62 (1.54%) Elasticsearch
Development Applications
1 509 (12.65%) Git
2 459 (11.40%) Jenkins
3 351 (8.72%) GitLab
4 234 (5.81%) JIRA
5 69 (1.71%) Selenium
6 62 (1.54%) MLflow
7 42 (1.04%) Cucumber
8 41 (1.02%) Sonatype Nexus
9 38 (0.94%) Postman
10 36 (0.89%) SonarQube
11 32 (0.80%) Bitbucket
12 29 (0.72%) JUnit
12 29 (0.72%) Liquibase
12 29 (0.72%) Maven
13 26 (0.65%) CircleCI
14 23 (0.57%) Artifactory
15 22 (0.55%) Gradle
15 22 (0.55%) JMeter
16 20 (0.50%) Robot Framework
16 20 (0.50%) SpecFlow
General
1 1,134 (28.17%) Social Skills
2 799 (19.85%) Finance
3 577 (14.34%) Analytical Skills
4 359 (8.92%) Banking
5 351 (8.72%) Public Sector
6 148 (3.68%) Front Office
7 110 (2.73%) Documentation Skills
8 106 (2.63%) Investment Banking
9 63 (1.57%) Financial Institution
10 59 (1.47%) Marketing
11 58 (1.44%) Pharmaceutical
12 52 (1.29%) Inclusion and Diversity
13 51 (1.27%) Retail
14 49 (1.22%) Telecoms
15 37 (0.92%) Legal
15 37 (0.92%) Presentation Skills
16 35 (0.87%) Manufacturing
17 27 (0.67%) Military
18 25 (0.62%) Influencing Skills
19 19 (0.47%) Electronics
Job Titles
1 713 (17.71%) Developer
2 555 (13.79%) Senior
3 510 (12.67%) Data Engineer
4 300 (7.45%) Python Developer
5 261 (6.48%) DevOps Engineer
6 253 (6.29%) Architect
7 231 (5.74%) Python Engineer
8 229 (5.69%) Analyst
9 217 (5.39%) Lead
10 204 (5.07%) AWS Engineer
11 195 (4.84%) Software Engineer
12 184 (4.57%) Artificial Intelligence Engineer
13 161 (4.00%) Data Scientist
14 140 (3.48%) Platform Engineer
15 127 (3.16%) Senior Developer
16 109 (2.71%) Azure Engineer
17 104 (2.58%) Data Analyst
18 102 (2.53%) Full-Stack Developer
18 102 (2.53%) Senior Data Engineer
19 98 (2.43%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 357 (8.87%) REST
2 265 (6.58%) React
3 257 (6.39%) Kafka
4 214 (5.32%) PySpark
5 192 (4.77%) Node.js
6 191 (4.75%) RESTful
7 168 (4.17%) Pandas
8 167 (4.15%) PyTorch
9 148 (3.68%) .NET
9 148 (3.68%) TensorFlow
10 147 (3.65%) FastAPI
11 135 (3.35%) NumPy
12 121 (3.01%) AngularJS
13 105 (2.61%) scikit-learn
14 102 (2.53%) Elastic Stack
15 95 (2.36%) LangChain
16 94 (2.34%) LDAP
17 92 (2.29%) HTML
17 92 (2.29%) pytest
18 88 (2.19%) CSS
Miscellaneous
1 376 (9.34%) Cloud Native
2 162 (4.02%) Algorithms
3 154 (3.83%) Distributed Systems
4 119 (2.96%) Product Ownership
5 111 (2.76%) Data Protection Act
6 105 (2.61%) Equities
7 91 (2.26%) Derivative
8 84 (2.09%) Data Structures
8 84 (2.09%) Enterprise Software
9 82 (2.04%) Onboarding
10 81 (2.01%) AI Agents
11 79 (1.96%) Foreign Exchange (FX)
12 78 (1.94%) Fixed Income
12 78 (1.94%) Public Cloud
13 72 (1.79%) Hedge funds
13 72 (1.79%) Security Posture
14 69 (1.71%) Hybrid Cloud
15 65 (1.61%) Management Information System
16 62 (1.54%) Data Centre
17 56 (1.39%) Legacy Systems
Operating Systems
1 664 (16.50%) Linux
2 287 (7.13%) Windows
3 185 (4.60%) Unix
4 75 (1.86%) Red Hat Enterprise Linux
5 53 (1.32%) Windows Server
6 36 (0.89%) Ubuntu
7 35 (0.87%) VMS
8 34 (0.84%) Android
9 29 (0.72%) CentOS
10 21 (0.52%) Solaris
11 19 (0.47%) Mac OS
12 18 (0.45%) Apple iOS
13 15 (0.37%) Amazon Linux
14 11 (0.27%) Windows 7
15 10 (0.25%) Kali Linux
16 4 (0.099%) Debian
16 4 (0.099%) Robot Operating System
16 4 (0.099%) Windows 10
17 3 (0.075%) Embedded Linux
18 2 (0.050%) AIX
Processes & Methodologies
1 1,420 (35.28%) CI/CD
2 1,143 (28.40%) DevOps
3 937 (23.28%) Agile
4 922 (22.91%) Problem-Solving
5 822 (20.42%) AI
6 716 (17.79%) Analytics
7 695 (17.27%) Infrastructure as Code
8 626 (15.55%) Containerisation
9 620 (15.40%) Machine Learning
10 589 (14.63%) Data Pipeline
11 498 (12.37%) Data Engineering
12 488 (12.12%) ETL
13 482 (11.98%) Data Science
14 474 (11.78%) Data Modelling
15 464 (11.53%) Software Engineering
16 453 (11.25%) Test Automation
17 365 (9.07%) Business Intelligence
18 339 (8.42%) Observability
19 328 (8.15%) Computer Science
20 316 (7.85%) LLM
Programming Languages
1 1,239 (30.78%) SQL
2 661 (16.42%) Java
3 533 (13.24%) PowerShell
4 518 (12.87%) Bash
5 420 (10.43%) JavaScript
6 255 (6.34%) C#
7 231 (5.74%) TypeScript
8 211 (5.24%) Go
9 178 (4.42%) C++
10 136 (3.38%) R
11 128 (3.18%) Shell Script
12 126 (3.13%) Perl
13 113 (2.81%) Scala
14 79 (1.96%) Ruby
15 57 (1.42%) Kusto Query Language
16 55 (1.37%) Bicep
17 50 (1.24%) C
18 48 (1.19%) VBA
19 38 (0.94%) PHP
20 33 (0.82%) Rust
Qualifications
1 919 (22.83%) Security Cleared
2 746 (18.53%) SC Cleared
3 394 (9.79%) Degree
4 216 (5.37%) Computer Science Degree
5 124 (3.08%) DV Cleared
6 105 (2.61%) AWS Certification
6 105 (2.61%) Master's Degree
7 81 (2.01%) CISSP
8 78 (1.94%) Azure Certification
9 72 (1.79%) Cisco Certification
10 66 (1.64%) BPSS Clearance
11 58 (1.44%) MCP
12 44 (1.09%) CCNP
13 36 (0.89%) PhD
14 34 (0.84%) CISM
15 33 (0.82%) CCIE
15 33 (0.82%) CEH
16 30 (0.75%) VMware Certified Professional (VCP)
17 28 (0.70%) Microsoft Certification
17 28 (0.70%) OSCP
Quality Assurance & Compliance
1 317 (7.88%) Data Quality
2 149 (3.70%) QA
3 142 (3.53%) GDPR
4 85 (2.11%) NIST
5 71 (1.76%) ISO/IEC 27001
6 37 (0.92%) Accessibility
7 27 (0.67%) Sarbanes-Oxley
8 25 (0.62%) PCI DSS
9 24 (0.60%) HIPAA
10 20 (0.50%) 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%) EMIR
15 7 (0.17%) Actionable Recommendations
16 6 (0.15%) Cyber Essentials
16 6 (0.15%) PSD2
16 6 (0.15%) WCAG
17 5 (0.12%) PMO
System Software
1 836 (20.77%) Docker
2 171 (4.25%) Active Directory
3 103 (2.56%) VMware Infrastructure
4 38 (0.94%) VMware NSX
5 33 (0.82%) Virtual Machines
6 31 (0.77%) vSphere
7 18 (0.45%) Firmware
7 18 (0.45%) HDFS
8 14 (0.35%) Hyper-V
8 14 (0.35%) Squid
9 13 (0.32%) KVM
10 12 (0.30%) DFS Replication
10 12 (0.30%) Postfix
11 10 (0.25%) Slurm Workload Manager
12 9 (0.22%) GPFS
12 9 (0.22%) Lustre
13 8 (0.20%) Dovecot
13 8 (0.20%) Oracle RAC
14 7 (0.17%) VMware ESXi
15 6 (0.15%) zsh
Systems Management
1 893 (22.19%) Terraform
2 864 (21.47%) Kubernetes
3 500 (12.42%) Ansible
4 270 (6.71%) Grafana
5 243 (6.04%) Prometheus
6 79 (1.96%) Argo
7 75 (1.86%) Puppet
8 48 (1.19%) Kibana
9 38 (0.94%) Istio
10 32 (0.80%) Nessus
11 29 (0.72%) Single Sign-On
12 27 (0.67%) vRealize
13 24 (0.60%) NetBackup
13 24 (0.60%) Progress Chef
14 19 (0.47%) ITRS Geneos
15 17 (0.42%) logstash
16 16 (0.40%) Nmap
17 15 (0.37%) Control-M
17 15 (0.37%) Rancher
18 14 (0.35%) Proxmox
Vendors
1 504 (12.52%) Microsoft
2 364 (9.04%) Databricks
3 247 (6.14%) Google
4 207 (5.14%) Splunk
5 205 (5.09%) Oracle
6 181 (4.50%) VMware
7 131 (3.25%) Red Hat
8 103 (2.56%) Cisco
9 102 (2.53%) ServiceNow
10 94 (2.34%) OpenAI
11 91 (2.26%) CyberArk
12 81 (2.01%) F5
13 75 (1.86%) Palo Alto
14 66 (1.64%) BeyondTrust
14 66 (1.64%) Foundry
15 40 (0.99%) SAP
16 38 (0.94%) Dynatrace
17 37 (0.92%) Atlassian
18 36 (0.89%) Informatica
19 35 (0.87%) CheckPoint