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

6 months to
5 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 15
Rank change year-on-year 0 +5 -2
Contract jobs citing Python 4,105 3,345 3,499
As % of all contract jobs in England 12.29% 12.73% 9.26%
As % of the Programming Languages category 40.76% 38.02% 31.64%
Number of daily rates quoted 2,801 2,250 2,519
10th Percentile £358 £400 £400
25th Percentile £420 £469 £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 £516 £550 £551
% change year-on-year -6.18% -0.09% -8.25%
Number of hourly rates quoted 85 44 109
10th Percentile £27.50 £21.48 £30.55
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% -8.05%
75th Percentile £74.26 £72.05 £70.00
90th Percentile £81.20 £91.88 £76.53
UK median hourly rate £51.86 £45.00 £60.00
% change year-on-year +15.23% -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 10,072 8,797 11,060
As % of all contract IT jobs advertised in England 30.15% 33.47% 29.28%
Number of daily rates quoted 6,701 5,622 7,985
10th Percentile £350 £358 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £510 £535 £550
Median % change year-on-year -4.67% -2.73% -4.35%
75th Percentile £620 £650 £656
90th Percentile £726 £775 £763
UK median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -4.44%
Number of hourly rates quoted 428 206 482
10th Percentile £41.25 £25.26 £36.25
25th Percentile £52.50 £42.63 £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 £76.48 £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 5 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 5 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 5 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 2,329 £550 -8.33% 1,163
North of England +11 622 £475 -7.59% 448
South East +1 412 £488 -11.36% 633
Yorkshire +5 323 £500 -6.98% 157
Midlands +1 287 £506 +4.65% 214
North West +10 257 £450 -10.00% 240
West Midlands +6 244 £515 +0.49% 103
South West -5 191 £550 -10.20% 255
East of England +2 130 £525 +5.00% 192
North East +5 47 £475 -12.84% 54
East Midlands -15 43 £444 +12.91% 111
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
1 196 (4.77%) Apache Spark
2 171 (4.17%) Apache Airflow
3 133 (3.24%) Confluence
4 125 (3.05%) Apache
5 60 (1.46%) SAS
6 54 (1.32%) SharePoint
7 32 (0.78%) OpenStack
8 30 (0.73%) Microsoft Exchange
9 21 (0.51%) Appian
9 21 (0.51%) Jupyter
9 21 (0.51%) nginx
10 18 (0.44%) Palantir Foundry
11 9 (0.22%) Apache Pig
12 8 (0.19%) Camunda
13 7 (0.17%) IIS
14 6 (0.15%) CMS
14 6 (0.15%) Oracle Application Server
15 5 (0.12%) ArcGIS
16 4 (0.097%) Luigi
17 3 (0.073%) Traefik
Applications
1 116 (2.83%) Microsoft Excel
2 28 (0.68%) Chatbot
3 26 (0.63%) Microsoft Office
4 19 (0.46%) Microsoft PowerPoint
5 16 (0.39%) MS Visio
6 9 (0.22%) Spreadsheet
7 8 (0.19%) Weka
8 7 (0.17%) Mozilla Thunderbird
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 16 (0.39%) Aladdin
2 10 (0.24%) Fidessa
3 8 (0.19%) SAP S/4HANA
4 3 (0.073%) Actimize
5 2 (0.049%) Bloomberg AIM
5 2 (0.049%) Cloudability
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%) Distributed Ledger
6 1 (0.024%) Exchequer
6 1 (0.024%) Finacle
6 1 (0.024%) IntelliMatch
6 1 (0.024%) Maximo
6 1 (0.024%) Oracle EBS
6 1 (0.024%) SAP IBP
6 1 (0.024%) TRIRIGA
Cloud Services
1 1,567 (38.17%) AWS
2 1,350 (32.89%) Azure
3 669 (16.30%) GCP
4 548 (13.35%) GitHub
5 403 (9.82%) Serverless
6 394 (9.60%) Power Platform
7 287 (6.99%) Amazon S3
8 284 (6.92%) GitHub Actions
9 274 (6.67%) Azure DevOps
10 257 (6.26%) AWS Lambda
11 195 (4.75%) Snowflake
12 194 (4.73%) Azure Data Factory
13 174 (4.24%) AWS CloudFormation
14 135 (3.29%) OpenShift
15 129 (3.14%) Amazon EC2
16 128 (3.12%) Amazon ECS
17 126 (3.07%) Amazon EKS
18 125 (3.05%) dbt
19 119 (2.90%) Amazon CloudWatch
20 118 (2.87%) Azure Synapse Analytics
Communications & Networking
1 197 (4.80%) Firewall
2 135 (3.29%) DNS
3 109 (2.66%) Network Security
4 101 (2.46%) TCP/IP
5 71 (1.73%) VPN
6 61 (1.49%) BGP
7 53 (1.29%) HTTP
7 53 (1.29%) WAN
8 49 (1.19%) SSL
9 40 (0.97%) Wireshark
10 39 (0.95%) LAN
11 36 (0.88%) MPLS
12 32 (0.78%) OSPF
13 30 (0.73%) DHCP
14 27 (0.66%) Wireless
15 26 (0.63%) SSH
16 23 (0.56%) BIG-IP
16 23 (0.56%) SD-WAN
17 22 (0.54%) SMTP
17 22 (0.54%) VLAN
Database & Business Intelligence
1 326 (7.94%) Power BI
2 312 (7.60%) PostgreSQL
3 215 (5.24%) Data Warehouse
4 202 (4.92%) NoSQL
5 188 (4.58%) Relational Database
6 179 (4.36%) Data Lake
7 153 (3.73%) SQL Server
8 133 (3.24%) Tableau
9 132 (3.22%) Big Data
10 115 (2.80%) Amazon RDS
11 111 (2.70%) MySQL
12 104 (2.53%) Metadata
13 93 (2.27%) BigQuery
14 85 (2.07%) Amazon Redshift
15 77 (1.88%) Delta Lake
16 73 (1.78%) Hadoop
17 70 (1.71%) Azure SQL Database
18 66 (1.61%) Elasticsearch
18 66 (1.61%) MongoDB
19 65 (1.58%) Amazon Athena
Development Applications
1 502 (12.23%) Git
2 452 (11.01%) Jenkins
3 349 (8.50%) GitLab
4 248 (6.04%) JIRA
5 70 (1.71%) Selenium
6 67 (1.63%) MLflow
7 43 (1.05%) Cucumber
8 40 (0.97%) Postman
9 36 (0.88%) Sonatype Nexus
10 32 (0.78%) SonarQube
11 31 (0.76%) Bitbucket
12 29 (0.71%) JUnit
13 28 (0.68%) Maven
14 25 (0.61%) Liquibase
15 24 (0.58%) CircleCI
16 22 (0.54%) Artifactory
16 22 (0.54%) JMeter
17 21 (0.51%) Android Studio
17 21 (0.51%) Gradle
17 21 (0.51%) SpecFlow
General
1 1,136 (27.67%) Social Skills
2 812 (19.78%) Finance
3 594 (14.47%) Analytical Skills
4 366 (8.92%) Banking
5 343 (8.36%) Public Sector
6 152 (3.70%) Front Office
7 113 (2.75%) Documentation Skills
8 100 (2.44%) Investment Banking
9 60 (1.46%) Pharmaceutical
10 59 (1.44%) Financial Institution
11 56 (1.36%) Marketing
12 53 (1.29%) Telecoms
13 52 (1.27%) Retail
14 49 (1.19%) Inclusion and Diversity
15 36 (0.88%) Legal
15 36 (0.88%) Manufacturing
15 36 (0.88%) Presentation Skills
16 30 (0.73%) Influencing Skills
17 28 (0.68%) Military
18 20 (0.49%) Electronics
Job Titles
1 726 (17.69%) Developer
2 557 (13.57%) Senior
3 530 (12.91%) Data Engineer
4 307 (7.48%) Python Developer
5 266 (6.48%) Architect
6 255 (6.21%) DevOps Engineer
7 235 (5.72%) Lead
8 233 (5.68%) Analyst
9 222 (5.41%) Python Engineer
10 200 (4.87%) Software Engineer
11 199 (4.85%) AWS Engineer
12 191 (4.65%) Artificial Intelligence Engineer
13 170 (4.14%) Data Scientist
14 142 (3.46%) Platform Engineer
15 129 (3.14%) Senior Developer
16 118 (2.87%) Azure Engineer
17 110 (2.68%) Data Analyst
18 108 (2.63%) Senior Data Engineer
19 100 (2.44%) Cloud Engineer
19 100 (2.44%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 359 (8.75%) REST
2 279 (6.80%) React
3 264 (6.43%) Kafka
4 219 (5.33%) PySpark
5 202 (4.92%) Node.js
6 185 (4.51%) RESTful
7 174 (4.24%) PyTorch
8 172 (4.19%) Pandas
9 160 (3.90%) .NET
10 151 (3.68%) TensorFlow
11 146 (3.56%) FastAPI
12 135 (3.29%) NumPy
13 123 (3.00%) AngularJS
14 107 (2.61%) scikit-learn
15 100 (2.44%) LDAP
16 99 (2.41%) Elastic Stack
16 99 (2.41%) LangChain
17 98 (2.39%) pytest
18 92 (2.24%) HTML
19 91 (2.22%) CSS
Miscellaneous
1 382 (9.31%) Cloud Native
2 165 (4.02%) Algorithms
3 154 (3.75%) Distributed Systems
4 120 (2.92%) Product Ownership
5 111 (2.70%) Data Protection Act
6 109 (2.66%) Equities
7 94 (2.29%) Derivative
8 88 (2.14%) Onboarding
9 86 (2.10%) Enterprise Software
10 81 (1.97%) AI Agents
10 81 (1.97%) Data Structures
10 81 (1.97%) Fixed Income
11 77 (1.88%) Public Cloud
11 77 (1.88%) Security Posture
12 75 (1.83%) Foreign Exchange (FX)
13 73 (1.78%) Hybrid Cloud
14 69 (1.68%) Management Information System
15 68 (1.66%) Hedge funds
16 63 (1.53%) Data Centre
17 62 (1.51%) Legacy Systems
Operating Systems
1 656 (15.98%) Linux
2 291 (7.09%) Windows
3 175 (4.26%) Unix
4 75 (1.83%) Red Hat Enterprise Linux
5 49 (1.19%) Windows Server
6 38 (0.93%) Android
6 38 (0.93%) Ubuntu
7 36 (0.88%) VMS
8 28 (0.68%) CentOS
9 21 (0.51%) Apple iOS
10 20 (0.49%) Solaris
11 19 (0.46%) Mac OS
12 13 (0.32%) Amazon Linux
13 11 (0.27%) Windows 7
14 10 (0.24%) Kali Linux
15 5 (0.12%) Windows 10
16 4 (0.097%) Debian
16 4 (0.097%) Robot Operating System
17 3 (0.073%) Embedded Linux
17 3 (0.073%) zOS
Processes & Methodologies
1 1,455 (35.44%) CI/CD
2 1,141 (27.80%) DevOps
3 957 (23.31%) Agile
4 927 (22.58%) Problem-Solving
5 865 (21.07%) AI
6 761 (18.54%) Analytics
7 709 (17.27%) Infrastructure as Code
8 645 (15.71%) Machine Learning
9 639 (15.57%) Containerisation
10 613 (14.93%) Data Pipeline
11 534 (13.01%) Data Engineering
12 518 (12.62%) ETL
13 504 (12.28%) Data Science
14 489 (11.91%) Data Modelling
15 474 (11.55%) Software Engineering
16 472 (11.50%) Test Automation
17 367 (8.94%) Observability
18 366 (8.92%) Business Intelligence
19 341 (8.31%) LLM
20 323 (7.87%) Computer Science
Programming Languages
1 1,283 (31.25%) SQL
2 638 (15.54%) Java
3 550 (13.40%) PowerShell
4 514 (12.52%) Bash
5 430 (10.48%) JavaScript
6 273 (6.65%) C#
7 244 (5.94%) TypeScript
8 199 (4.85%) Go
9 181 (4.41%) C++
10 137 (3.34%) R
11 122 (2.97%) Shell Script
12 117 (2.85%) Scala
13 113 (2.75%) Perl
14 77 (1.88%) Ruby
15 57 (1.39%) Kusto Query Language
16 55 (1.34%) Bicep
17 53 (1.29%) C
18 52 (1.27%) VBA
19 41 (1.00%) PHP
20 35 (0.85%) Rust
Qualifications
1 929 (22.63%) Security Cleared
2 747 (18.20%) SC Cleared
3 393 (9.57%) Degree
4 210 (5.12%) Computer Science Degree
5 126 (3.07%) DV Cleared
6 109 (2.66%) Master's Degree
7 105 (2.56%) AWS Certification
8 84 (2.05%) CISSP
9 81 (1.97%) Azure Certification
10 69 (1.68%) BPSS Clearance
11 67 (1.63%) Cisco Certification
12 43 (1.05%) CCNP
13 39 (0.95%) CISM
14 38 (0.93%) PhD
15 33 (0.80%) CEH
16 32 (0.78%) CCIE
17 31 (0.76%) VMware Certified Professional (VCP)
18 29 (0.71%) GIAC
19 28 (0.68%) Microsoft Certification
20 27 (0.66%) OSCP
Quality Assurance & Compliance
1 335 (8.16%) Data Quality
2 155 (3.78%) QA
3 150 (3.65%) GDPR
4 91 (2.22%) NIST
5 77 (1.88%) ISO/IEC 27001
6 40 (0.97%) Accessibility
7 26 (0.63%) Sarbanes-Oxley
8 24 (0.58%) HIPAA
8 24 (0.58%) PCI DSS
9 22 (0.54%) NCSC
10 20 (0.49%) SLA
11 16 (0.39%) SOC 2
12 14 (0.34%) EU AI Act
13 10 (0.24%) Actionable Recommendations
14 9 (0.22%) MiFID
15 8 (0.19%) Cyber Essentials
15 8 (0.19%) EMIR
16 7 (0.17%) PSD2
16 7 (0.17%) WCAG
17 6 (0.15%) PMO
System Software
1 832 (20.27%) Docker
2 172 (4.19%) Active Directory
3 110 (2.68%) VMware Infrastructure
4 43 (1.05%) VMware NSX
5 42 (1.02%) Virtual Machines
6 40 (0.97%) vSphere
7 19 (0.46%) Firmware
8 18 (0.44%) HDFS
8 18 (0.44%) Hyper-V
9 17 (0.41%) KVM
10 13 (0.32%) Squid
11 11 (0.27%) Postfix
12 10 (0.24%) DFS Replication
12 10 (0.24%) Slurm Workload Manager
12 10 (0.24%) VMware ESXi
13 9 (0.22%) GPFS
13 9 (0.22%) Lustre
14 7 (0.17%) Dovecot
15 6 (0.15%) zsh
16 5 (0.12%) NFS
Systems Management
1 901 (21.95%) Terraform
2 883 (21.51%) Kubernetes
3 476 (11.60%) Ansible
4 281 (6.85%) Grafana
5 252 (6.14%) Prometheus
6 81 (1.97%) Argo
7 69 (1.68%) Puppet
8 50 (1.22%) Kibana
9 37 (0.90%) Nessus
10 35 (0.85%) Istio
11 28 (0.68%) Single Sign-On
12 26 (0.63%) vRealize
13 22 (0.54%) Progress Chef
14 21 (0.51%) Control-M
14 21 (0.51%) Microsoft Intune
14 21 (0.51%) vCenter Server
15 20 (0.49%) ITRS Geneos
15 20 (0.49%) NetBackup
16 17 (0.41%) logstash
16 17 (0.41%) Nmap
Vendors
1 523 (12.74%) Microsoft
2 377 (9.18%) Databricks
3 250 (6.09%) Google
4 212 (5.16%) Splunk
5 206 (5.02%) Oracle
6 187 (4.56%) VMware
7 132 (3.22%) Red Hat
8 104 (2.53%) Cisco
9 103 (2.51%) OpenAI
10 100 (2.44%) ServiceNow
11 92 (2.24%) CyberArk
12 71 (1.73%) F5
12 71 (1.73%) Foundry
13 68 (1.66%) BeyondTrust
13 68 (1.66%) Palo Alto
14 40 (0.97%) Atlassian
15 39 (0.95%) Dynatrace
16 38 (0.93%) Informatica
17 37 (0.90%) IBM
17 37 (0.90%) SAP