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

6 months to
27 Feb 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,283 3,350 3,527
As % of all contract jobs in England 12.09% 13.03% 9.40%
As % of the Programming Languages category 40.67% 38.81% 32.15%
Number of daily rates quoted 2,934 2,297 2,526
10th Percentile £363 £385 £400
25th Percentile £420 £463 £465
Median daily rate (50th Percentile) £520 £575 £558
Median % change year-on-year -9.57% +3.14% -7.08%
75th Percentile £638 £696 £688
90th Percentile £750 £825 £788
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 84 43 98
10th Percentile £27.50 £21.25 £25.46
25th Percentile £41.77 £25.75 £42.31
Median hourly rate £55.00 £52.50 £60.00
Median % change year-on-year +4.76% -12.50% -7.69%
75th Percentile £74.26 £69.38 £69.91
90th Percentile £80.14 £86.00 £76.53
UK median hourly rate £54.25 £45.00 £60.00
% change year-on-year +20.56% -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 10,532 8,631 10,972
As % of all contract IT jobs advertised in England 29.72% 33.57% 29.24%
Number of daily rates quoted 7,036 5,642 7,904
10th Percentile £352 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.86% -4.55% -4.35%
75th Percentile £614 £650 £663
90th Percentile £725 £775 £763
UK median daily rate £500 £525 £530
% change year-on-year -4.76% -0.94% -5.36%
Number of hourly rates quoted 445 207 465
10th Percentile £41.73 £25.26 £35.51
25th Percentile £54.55 £42.00 £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 £70.00
90th Percentile £77.50 £85.00 £77.50
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -5.51%

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 27 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 27 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 27 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 2,435 £550 -8.33% 967
North of England +11 667 £478 -4.50% 411
South East -4 418 £492 -7.61% 587
Yorkshire +7 357 £487 -5.80% 144
Midlands 0 285 £500 +4.82% 213
North West +13 270 £470 -2.19% 198
West Midlands +1 236 £500 - 108
South West -7 201 £550 -8.33% 240
East of England 0 134 £525 +6.06% 188
East Midlands -14 48 £444 +10.94% 104
North East +2 46 £475 -9.52% 70
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
1 213 (4.97%) Apache Spark
2 164 (3.83%) Apache Airflow
3 138 (3.22%) Confluence
4 116 (2.71%) Apache
5 69 (1.61%) SAS
6 52 (1.21%) SharePoint
7 27 (0.63%) Microsoft Exchange
8 24 (0.56%) OpenStack
9 22 (0.51%) Jupyter
10 20 (0.47%) Appian
10 20 (0.47%) Palantir Foundry
11 15 (0.35%) nginx
12 8 (0.19%) Camunda
13 6 (0.14%) ArcGIS
14 5 (0.12%) CMS
15 4 (0.093%) Apache Superset
15 4 (0.093%) Oracle Application Server
15 4 (0.093%) Traefik
16 3 (0.070%) Ethereum
16 3 (0.070%) Hyperledger
Applications
1 110 (2.57%) Microsoft Excel
2 29 (0.68%) Chatbot
3 25 (0.58%) Microsoft Office
4 21 (0.49%) Microsoft PowerPoint
5 20 (0.47%) MS Visio
6 10 (0.23%) Spreadsheet
7 8 (0.19%) Weka
8 3 (0.070%) LaTeX
8 3 (0.070%) Microsoft Project
8 3 (0.070%) Mozilla Thunderbird
9 2 (0.047%) CPLEX
10 1 (0.023%) Maya
10 1 (0.023%) NUKE
10 1 (0.023%) Trello
Business Applications
1 19 (0.44%) Aladdin
2 12 (0.28%) Fidessa
3 8 (0.19%) SAP S/4HANA
4 4 (0.093%) Bloomberg AIM
5 3 (0.070%) Actimize
6 2 (0.047%) Cloudability
6 2 (0.047%) Dynamics CRM
6 2 (0.047%) Loan IQ
6 2 (0.047%) NEC Housing
6 2 (0.047%) Remedy ITSM
6 2 (0.047%) Shopify
7 1 (0.023%) Cerner Millennium
7 1 (0.023%) IntelliMatch
7 1 (0.023%) ION MarketView
7 1 (0.023%) NetSuite
7 1 (0.023%) RMDS
7 1 (0.023%) Salesforce CRM
7 1 (0.023%) SAP BPC
7 1 (0.023%) SAP ERP
7 1 (0.023%) SAP IBP
Cloud Services
1 1,661 (38.78%) AWS
2 1,459 (34.06%) Azure
3 705 (16.46%) GCP
4 572 (13.36%) GitHub
5 429 (10.02%) Power Platform
6 422 (9.85%) Serverless
7 305 (7.12%) Azure DevOps
8 290 (6.77%) Amazon S3
9 285 (6.65%) GitHub Actions
10 269 (6.28%) AWS Lambda
11 222 (5.18%) Azure Data Factory
12 206 (4.81%) Snowflake
13 185 (4.32%) AWS CloudFormation
14 155 (3.62%) OpenShift
15 144 (3.36%) Amazon EKS
16 134 (3.13%) Azure Synapse Analytics
17 129 (3.01%) Amazon ECS
18 125 (2.92%) dbt
19 120 (2.80%) Amazon EC2
20 115 (2.69%) Amazon CloudWatch
Communications & Networking
1 194 (4.53%) Firewall
2 138 (3.22%) DNS
3 102 (2.38%) TCP/IP
4 98 (2.29%) Network Security
5 76 (1.77%) VPN
6 54 (1.26%) BGP
7 48 (1.12%) WAN
8 47 (1.10%) SSL
9 45 (1.05%) HTTP
10 40 (0.93%) Wireshark
11 33 (0.77%) MPLS
12 30 (0.70%) LAN
13 29 (0.68%) DHCP
14 27 (0.63%) OSPF
15 24 (0.56%) SD-WAN
16 23 (0.54%) BIG-IP
16 23 (0.54%) VLAN
16 23 (0.54%) Wireless
17 22 (0.51%) SSH
18 20 (0.47%) SAN
Database & Business Intelligence
1 356 (8.31%) Power BI
2 330 (7.70%) PostgreSQL
3 245 (5.72%) Data Warehouse
4 214 (5.00%) NoSQL
5 191 (4.46%) Data Lake
6 180 (4.20%) Relational Database
7 170 (3.97%) SQL Server
8 135 (3.15%) Tableau
9 134 (3.13%) Big Data
10 109 (2.54%) Metadata
11 106 (2.47%) BigQuery
12 103 (2.40%) MySQL
13 101 (2.36%) Amazon RDS
14 97 (2.26%) Delta Lake
15 88 (2.05%) Amazon Redshift
16 81 (1.89%) Azure SQL Database
16 81 (1.89%) MongoDB
17 73 (1.70%) Hadoop
18 71 (1.66%) Amazon Athena
19 66 (1.54%) Elasticsearch
Development Applications
1 536 (12.51%) Git
2 459 (10.72%) Jenkins
3 365 (8.52%) GitLab
4 263 (6.14%) JIRA
5 77 (1.80%) MLflow
6 73 (1.70%) Selenium
7 42 (0.98%) Postman
8 39 (0.91%) Cucumber
9 38 (0.89%) Bitbucket
10 30 (0.70%) JUnit
10 30 (0.70%) Sonatype Nexus
11 26 (0.61%) Liquibase
11 26 (0.61%) SpecFlow
12 25 (0.58%) JMeter
13 23 (0.54%) Maven
14 22 (0.51%) Artifactory
15 21 (0.49%) CircleCI
15 21 (0.49%) Cypress.io
16 19 (0.44%) Android Studio
16 19 (0.44%) SonarQube
General
1 1,143 (26.69%) Social Skills
2 892 (20.83%) Finance
3 620 (14.48%) Analytical Skills
4 380 (8.87%) Public Sector
5 376 (8.78%) Banking
6 166 (3.88%) Front Office
7 116 (2.71%) Documentation Skills
8 93 (2.17%) Investment Banking
9 62 (1.45%) Marketing
10 61 (1.42%) Retail
11 60 (1.40%) Financial Institution
11 60 (1.40%) Pharmaceutical
12 53 (1.24%) Inclusion and Diversity
13 52 (1.21%) Telecoms
14 39 (0.91%) Manufacturing
15 38 (0.89%) Legal
16 33 (0.77%) Influencing Skills
16 33 (0.77%) Presentation Skills
17 31 (0.72%) Military
18 20 (0.47%) Electronics
Job Titles
1 791 (18.47%) Developer
2 600 (14.01%) Senior
3 592 (13.82%) Data Engineer
4 340 (7.94%) Python Developer
5 288 (6.72%) Lead
6 269 (6.28%) Architect
7 259 (6.05%) DevOps Engineer
8 247 (5.77%) Analyst
9 230 (5.37%) Software Engineer
10 220 (5.14%) Python Engineer
11 208 (4.86%) Artificial Intelligence Engineer
12 191 (4.46%) AWS Engineer
13 182 (4.25%) Data Scientist
14 132 (3.08%) Platform Engineer
14 132 (3.08%) Senior Developer
15 127 (2.97%) Azure Engineer
16 120 (2.80%) Data Analyst
17 116 (2.71%) Full-Stack Developer
18 115 (2.69%) Senior Data Engineer
19 109 (2.54%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 368 (8.59%) REST
2 315 (7.35%) React
3 301 (7.03%) Kafka
4 250 (5.84%) PySpark
5 227 (5.30%) Node.js
6 195 (4.55%) PyTorch
7 184 (4.30%) RESTful
8 181 (4.23%) Pandas
9 168 (3.92%) .NET
10 163 (3.81%) TensorFlow
11 155 (3.62%) FastAPI
12 135 (3.15%) NumPy
13 131 (3.06%) scikit-learn
14 123 (2.87%) AngularJS
15 106 (2.47%) LangChain
16 100 (2.33%) JSON
16 100 (2.33%) pytest
17 97 (2.26%) Flask
17 97 (2.26%) LDAP
18 95 (2.22%) Django
Miscellaneous
1 424 (9.90%) Cloud Native
2 171 (3.99%) Algorithms
3 166 (3.88%) Distributed Systems
4 115 (2.69%) Product Ownership
5 113 (2.64%) Equities
6 105 (2.45%) Data Protection Act
7 103 (2.40%) Fixed Income
8 96 (2.24%) Data Structures
9 95 (2.22%) Derivative
10 91 (2.12%) Security Posture
11 90 (2.10%) Onboarding
12 83 (1.94%) Enterprise Software
13 82 (1.91%) Public Cloud
14 81 (1.89%) AI Agents
15 80 (1.87%) Hybrid Cloud
16 71 (1.66%) Management Information System
17 64 (1.49%) Legacy Systems
18 63 (1.47%) Foreign Exchange (FX)
19 59 (1.38%) Data Centre
19 59 (1.38%) Hedge funds
Operating Systems
1 619 (14.45%) Linux
2 264 (6.16%) Windows
3 169 (3.95%) Unix
4 80 (1.87%) Red Hat Enterprise Linux
5 50 (1.17%) Windows Server
6 37 (0.86%) Ubuntu
7 36 (0.84%) Android
8 34 (0.79%) VMS
9 27 (0.63%) CentOS
10 20 (0.47%) Apple iOS
11 18 (0.42%) Mac OS
11 18 (0.42%) Solaris
12 10 (0.23%) Windows 7
13 9 (0.21%) Kali Linux
14 8 (0.19%) Amazon Linux
15 5 (0.12%) Debian
15 5 (0.12%) zOS
16 3 (0.070%) AIX
16 3 (0.070%) Embedded Linux
16 3 (0.070%) Windows 10
Processes & Methodologies
1 1,557 (36.35%) CI/CD
2 1,219 (28.46%) DevOps
3 1,023 (23.89%) Agile
4 944 (22.04%) Problem-Solving
5 933 (21.78%) AI
6 863 (20.15%) Analytics
7 745 (17.39%) Infrastructure as Code
8 707 (16.51%) Machine Learning
9 684 (15.97%) Data Pipeline
10 670 (15.64%) Containerisation
11 612 (14.29%) Data Engineering
12 570 (13.31%) ETL
13 565 (13.19%) Data Modelling
14 544 (12.70%) Data Science
15 527 (12.30%) Software Engineering
16 499 (11.65%) Test Automation
17 412 (9.62%) Business Intelligence
18 398 (9.29%) Observability
19 373 (8.71%) LLM
20 324 (7.56%) Computer Science
Programming Languages
1 1,394 (32.55%) SQL
2 646 (15.08%) Java
3 545 (12.72%) PowerShell
4 518 (12.09%) Bash
5 446 (10.41%) JavaScript
6 285 (6.65%) C#
7 279 (6.51%) TypeScript
8 212 (4.95%) Go
9 161 (3.76%) C++
10 137 (3.20%) R
11 111 (2.59%) Shell Script
12 107 (2.50%) Scala
13 89 (2.08%) Perl
14 77 (1.80%) Ruby
15 59 (1.38%) Bicep
16 57 (1.33%) Kusto Query Language
17 47 (1.10%) C
17 47 (1.10%) VBA
18 36 (0.84%) PHP
19 35 (0.82%) Data Analysis Expressions
Qualifications
1 986 (23.02%) Security Cleared
2 787 (18.37%) SC Cleared
3 404 (9.43%) Degree
4 203 (4.74%) Computer Science Degree
5 133 (3.11%) DV Cleared
6 114 (2.66%) AWS Certification
7 110 (2.57%) Master's Degree
8 88 (2.05%) Azure Certification
9 85 (1.98%) CISSP
10 84 (1.96%) BPSS Clearance
11 63 (1.47%) Cisco Certification
12 46 (1.07%) CCNP
13 42 (0.98%) CISM
14 41 (0.96%) PhD
15 34 (0.79%) VMware Certified Professional (VCP)
16 30 (0.70%) AWS Certified Solutions Architect
16 30 (0.70%) Microsoft Certification
17 28 (0.65%) Microsoft Certified Professional
18 26 (0.61%) CCIE
18 26 (0.61%) CEH
Quality Assurance & Compliance
1 390 (9.11%) Data Quality
2 176 (4.11%) QA
3 159 (3.71%) GDPR
4 97 (2.26%) NIST
5 79 (1.84%) ISO/IEC 27001
6 50 (1.17%) Accessibility
7 25 (0.58%) Sarbanes-Oxley
8 24 (0.56%) HIPAA
9 23 (0.54%) PCI DSS
10 21 (0.49%) NCSC
11 19 (0.44%) SLA
12 12 (0.28%) EU AI Act
12 12 (0.28%) SOC 2
13 11 (0.26%) Actionable Recommendations
13 11 (0.26%) WCAG
14 10 (0.23%) MiFID
14 10 (0.23%) PSD2
15 9 (0.21%) Cyber Essentials
15 9 (0.21%) EMIR
16 7 (0.16%) PMO
System Software
1 854 (19.94%) Docker
2 165 (3.85%) Active Directory
3 105 (2.45%) VMware Infrastructure
4 46 (1.07%) Virtual Machines
5 44 (1.03%) vSphere
6 42 (0.98%) VMware NSX
7 19 (0.44%) Hyper-V
8 17 (0.40%) Firmware
9 15 (0.35%) KVM
10 11 (0.26%) HDFS
10 11 (0.26%) VMware ESXi
11 10 (0.23%) Slurm Workload Manager
12 9 (0.21%) GPFS
12 9 (0.21%) Lustre
13 8 (0.19%) Postfix
14 7 (0.16%) Squid
15 5 (0.12%) NFS
16 4 (0.093%) DFS Replication
16 4 (0.093%) Oracle RAC
16 4 (0.093%) zsh
Systems Management
1 941 (21.97%) Terraform
2 923 (21.55%) Kubernetes
3 474 (11.07%) Ansible
4 289 (6.75%) Grafana
5 263 (6.14%) Prometheus
6 86 (2.01%) Argo
7 71 (1.66%) Puppet
8 42 (0.98%) Istio
8 42 (0.98%) Kibana
9 38 (0.89%) Nessus
10 28 (0.65%) Progress Chef
10 28 (0.65%) vCenter Server
11 27 (0.63%) Control-M
12 26 (0.61%) Single Sign-On
13 23 (0.54%) IBM Guardium
14 22 (0.51%) vRealize
15 21 (0.49%) Microsoft Intune
16 18 (0.42%) ITRS Geneos
17 17 (0.40%) Rancher
18 16 (0.37%) Nmap
Vendors
1 539 (12.58%) Microsoft
2 428 (9.99%) Databricks
3 263 (6.14%) Google
4 213 (4.97%) Splunk
5 203 (4.74%) Oracle
6 181 (4.23%) VMware
7 140 (3.27%) Red Hat
8 102 (2.38%) OpenAI
9 97 (2.26%) Cisco
10 95 (2.22%) ServiceNow
11 83 (1.94%) CyberArk
12 76 (1.77%) Foundry
13 69 (1.61%) F5
14 65 (1.52%) BeyondTrust
14 65 (1.52%) Palo Alto
15 48 (1.12%) Informatica
16 40 (0.93%) Dynatrace
17 39 (0.91%) SAP
18 38 (0.89%) Atlassian
19 37 (0.86%) IBM