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

6 months to
6 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 15
Rank change year-on-year 0 +5 -2
Contract jobs citing Python 4,107 3,355 3,517
As % of all contract jobs in England 12.29% 12.77% 9.25%
As % of the Programming Languages category 40.87% 38.20% 31.56%
Number of daily rates quoted 2,808 2,264 2,531
10th Percentile £358 £400 £400
25th Percentile £420 £468 £475
Median daily rate (50th Percentile) £520 £575 £563
Median % change year-on-year -9.57% +2.22% -6.25%
75th Percentile £638 £699 £688
90th Percentile £750 £825 £788
UK median daily rate £515 £550 £550
% change year-on-year -6.41% - -8.33%
Number of hourly rates quoted 84 43 110
10th Percentile £27.50 £21.40 £30.90
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% -8.40%
75th Percentile £71.60 £72.85 £70.00
90th Percentile £79.25 £92.50 £76.63
UK median hourly rate £51.21 £45.00 £60.00
% change year-on-year +13.80% -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 10,050 8,783 11,145
As % of all contract IT jobs advertised in England 30.08% 33.43% 29.32%
Number of daily rates quoted 6,693 5,630 8,047
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 £774 £763
UK median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -4.44%
Number of hourly rates quoted 425 203 485
10th Percentile £41.25 £25.26 £36.25
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 £76.25 £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 6 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 6 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 6 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 2,328 £550 -8.33% 1,189
North of England +8 618 £475 -7.45% 442
South East +1 414 £488 -11.36% 610
Yorkshire +8 325 £500 -6.98% 152
Midlands +5 290 £500 +2.04% 224
North West +8 251 £450 -10.00% 242
West Midlands +6 248 £509 +0.54% 112
South West -7 189 £550 -8.46% 252
East of England +2 132 £525 +5.00% 186
North East +5 47 £475 -12.84% 51
East Midlands -19 42 £444 +12.91% 112
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
1 197 (4.80%) Apache Spark
2 172 (4.19%) Apache Airflow
3 133 (3.24%) Confluence
4 130 (3.17%) Apache
5 60 (1.46%) SAS
6 54 (1.31%) 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 3 (0.073%) Luigi
16 3 (0.073%) Tomcat
Applications
1 114 (2.78%) 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 11 (0.27%) Fidessa
3 7 (0.17%) SAP S/4HANA
4 3 (0.073%) Actimize
4 3 (0.073%) 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%) 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%) NetSuite
6 1 (0.024%) Oracle EBS
6 1 (0.024%) Salesforce CRM
6 1 (0.024%) SAP ERP
6 1 (0.024%) SAP IBP
Cloud Services
1 1,564 (38.08%) AWS
2 1,349 (32.85%) Azure
3 663 (16.14%) GCP
4 544 (13.25%) GitHub
5 398 (9.69%) Power Platform
5 398 (9.69%) Serverless
6 289 (7.04%) Amazon S3
7 284 (6.92%) GitHub Actions
8 277 (6.74%) Azure DevOps
9 254 (6.18%) AWS Lambda
10 197 (4.80%) Snowflake
11 195 (4.75%) Azure Data Factory
12 175 (4.26%) AWS CloudFormation
13 135 (3.29%) OpenShift
14 128 (3.12%) Amazon EKS
15 126 (3.07%) Amazon ECS
16 125 (3.04%) Amazon EC2
16 125 (3.04%) dbt
17 121 (2.95%) Azure Synapse Analytics
18 115 (2.80%) Amazon CloudWatch
Communications & Networking
1 195 (4.75%) Firewall
2 135 (3.29%) DNS
3 108 (2.63%) Network Security
4 100 (2.43%) TCP/IP
5 71 (1.73%) VPN
6 61 (1.49%) BGP
7 52 (1.27%) HTTP
7 52 (1.27%) WAN
8 49 (1.19%) SSL
9 40 (0.97%) Wireshark
10 38 (0.93%) 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
1 330 (8.04%) Power BI
2 311 (7.57%) PostgreSQL
3 217 (5.28%) Data Warehouse
4 199 (4.85%) NoSQL
5 186 (4.53%) Relational Database
6 180 (4.38%) Data Lake
7 155 (3.77%) SQL Server
8 133 (3.24%) Tableau
9 128 (3.12%) Big Data
10 111 (2.70%) Amazon RDS
11 107 (2.61%) MySQL
12 104 (2.53%) Metadata
13 92 (2.24%) BigQuery
14 85 (2.07%) Amazon Redshift
15 78 (1.90%) Delta Lake
16 73 (1.78%) Hadoop
17 72 (1.75%) Azure SQL Database
18 66 (1.61%) MongoDB
19 65 (1.58%) Amazon Athena
19 65 (1.58%) Elasticsearch
Development Applications
1 499 (12.15%) Git
2 447 (10.88%) Jenkins
3 349 (8.50%) GitLab
4 248 (6.04%) JIRA
5 71 (1.73%) Selenium
6 67 (1.63%) MLflow
7 42 (1.02%) Cucumber
8 40 (0.97%) Postman
9 34 (0.83%) Sonatype Nexus
10 31 (0.75%) Bitbucket
11 29 (0.71%) JUnit
12 26 (0.63%) SonarQube
13 25 (0.61%) Liquibase
14 24 (0.58%) Maven
15 23 (0.56%) CircleCI
16 22 (0.54%) Artifactory
16 22 (0.54%) JMeter
17 21 (0.51%) Android Studio
17 21 (0.51%) SpecFlow
18 20 (0.49%) Xcode
General
1 1,135 (27.64%) Social Skills
2 820 (19.97%) Finance
3 600 (14.61%) Analytical Skills
4 365 (8.89%) Banking
5 338 (8.23%) Public Sector
6 153 (3.73%) Front Office
7 114 (2.78%) Documentation Skills
8 101 (2.46%) Investment Banking
9 59 (1.44%) Financial Institution
9 59 (1.44%) Pharmaceutical
10 56 (1.36%) Marketing
11 53 (1.29%) Telecoms
12 52 (1.27%) Retail
13 49 (1.19%) Inclusion and Diversity
14 37 (0.90%) Presentation Skills
15 36 (0.88%) Legal
16 35 (0.85%) Manufacturing
17 30 (0.73%) Influencing Skills
18 28 (0.68%) Military
19 20 (0.49%) Electronics
Job Titles
1 724 (17.63%) Developer
2 564 (13.73%) Senior
3 541 (13.17%) Data Engineer
4 305 (7.43%) Python Developer
5 259 (6.31%) Architect
6 256 (6.23%) DevOps Engineer
7 240 (5.84%) Lead
8 232 (5.65%) Analyst
9 223 (5.43%) Python Engineer
10 200 (4.87%) AWS Engineer
11 199 (4.85%) Software Engineer
12 190 (4.63%) Artificial Intelligence Engineer
13 172 (4.19%) Data Scientist
14 140 (3.41%) Platform Engineer
15 130 (3.17%) Senior Developer
16 116 (2.82%) Azure Engineer
17 110 (2.68%) Data Analyst
17 110 (2.68%) Senior Data Engineer
18 100 (2.43%) Cloud Engineer
19 99 (2.41%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 360 (8.77%) REST
2 278 (6.77%) React
3 272 (6.62%) Kafka
4 222 (5.41%) PySpark
5 202 (4.92%) Node.js
6 182 (4.43%) RESTful
7 174 (4.24%) Pandas
7 174 (4.24%) PyTorch
8 161 (3.92%) .NET
9 152 (3.70%) TensorFlow
10 146 (3.55%) FastAPI
11 136 (3.31%) NumPy
12 123 (2.99%) AngularJS
13 107 (2.61%) scikit-learn
14 100 (2.43%) LDAP
15 99 (2.41%) Elastic Stack
15 99 (2.41%) LangChain
16 98 (2.39%) pytest
17 91 (2.22%) CSS
17 91 (2.22%) HTML
Miscellaneous
1 380 (9.25%) Cloud Native
2 168 (4.09%) Algorithms
3 158 (3.85%) Distributed Systems
4 115 (2.80%) Product Ownership
5 111 (2.70%) Data Protection Act
6 110 (2.68%) Equities
7 94 (2.29%) Derivative
8 88 (2.14%) Onboarding
9 85 (2.07%) Enterprise Software
10 81 (1.97%) Fixed Income
11 80 (1.95%) Data Structures
12 79 (1.92%) AI Agents
13 78 (1.90%) Security Posture
14 77 (1.87%) Public Cloud
15 75 (1.83%) Foreign Exchange (FX)
15 75 (1.83%) Hybrid Cloud
16 70 (1.70%) Management Information System
17 68 (1.66%) Hedge funds
18 62 (1.51%) Data Centre
19 61 (1.49%) Legacy Systems
Operating Systems
1 655 (15.95%) Linux
2 292 (7.11%) Windows
3 175 (4.26%) Unix
4 75 (1.83%) Red Hat Enterprise Linux
5 50 (1.22%) 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 (35.43%) CI/CD
2 1,143 (27.83%) DevOps
3 949 (23.11%) Agile
4 927 (22.57%) Problem-Solving
5 865 (21.06%) AI
6 774 (18.85%) Analytics
7 711 (17.31%) Infrastructure as Code
8 644 (15.68%) Machine Learning
9 636 (15.49%) Containerisation
10 618 (15.05%) Data Pipeline
11 540 (13.15%) Data Engineering
12 522 (12.71%) ETL
13 507 (12.34%) Data Science
14 491 (11.96%) Data Modelling
15 471 (11.47%) Software Engineering
16 470 (11.44%) Test Automation
17 375 (9.13%) Business Intelligence
18 373 (9.08%) Observability
19 340 (8.28%) LLM
20 322 (7.84%) Computer Science
Programming Languages
1 1,294 (31.51%) SQL
2 638 (15.53%) Java
3 551 (13.42%) PowerShell
4 515 (12.54%) Bash
5 426 (10.37%) JavaScript
6 273 (6.65%) C#
7 244 (5.94%) TypeScript
8 199 (4.85%) Go
9 179 (4.36%) C++
10 137 (3.34%) R
11 121 (2.95%) Shell Script
12 116 (2.82%) Scala
13 113 (2.75%) Perl
14 77 (1.87%) Ruby
15 57 (1.39%) Bicep
15 57 (1.39%) Kusto Query Language
16 52 (1.27%) C
16 52 (1.27%) VBA
17 41 (1.00%) PHP
18 36 (0.88%) Rust
Qualifications
1 920 (22.40%) Security Cleared
2 742 (18.07%) SC Cleared
3 396 (9.64%) Degree
4 209 (5.09%) Computer Science Degree
5 126 (3.07%) DV Cleared
6 110 (2.68%) Master's Degree
7 105 (2.56%) AWS Certification
8 85 (2.07%) 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 40 (0.97%) CISM
14 38 (0.93%) PhD
15 33 (0.80%) CEH
16 32 (0.78%) CCIE
17 31 (0.75%) VMware Certified Professional (VCP)
18 29 (0.71%) GIAC
19 28 (0.68%) Microsoft Certification
20 27 (0.66%) OSCP
Quality Assurance & Compliance
1 339 (8.25%) Data Quality
2 157 (3.82%) QA
3 149 (3.63%) GDPR
4 91 (2.22%) NIST
5 77 (1.87%) 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%) PMO
16 7 (0.17%) PSD2
16 7 (0.17%) WCAG
System Software
1 828 (20.16%) 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
1 900 (21.91%) Terraform
2 881 (21.45%) Kubernetes
3 475 (11.57%) Ansible
4 283 (6.89%) Grafana
5 255 (6.21%) Prometheus
6 82 (2.00%) 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 25 (0.61%) 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
1 530 (12.90%) Microsoft
2 383 (9.33%) Databricks
3 250 (6.09%) Google
4 214 (5.21%) Splunk
5 203 (4.94%) Oracle
6 186 (4.53%) VMware
7 132 (3.21%) Red Hat
8 104 (2.53%) OpenAI
9 103 (2.51%) Cisco
10 100 (2.43%) ServiceNow
11 92 (2.24%) CyberArk
12 71 (1.73%) Foundry
13 70 (1.70%) F5
14 68 (1.66%) BeyondTrust
15 67 (1.63%) Palo Alto
16 40 (0.97%) Atlassian
17 38 (0.93%) Informatica
18 37 (0.90%) Dynatrace
19 36 (0.88%) IBM
19 36 (0.88%) SAP