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

6 months to
23 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,083 3,351 3,535
As % of all contract jobs in England 12.58% 12.50% 9.56%
As % of the Programming Languages category 41.13% 37.76% 32.00%
Number of daily rates quoted 2,786 2,261 2,519
10th Percentile £360 £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 £688
90th Percentile £750 £825 £798
UK median daily rate £520 £550 £563
% change year-on-year -5.45% -2.22% -6.25%
Number of hourly rates quoted 82 48 115
10th Percentile £27.50 £21.25 £33.25
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% -7.69%
75th Percentile £74.26 £71.94 £70.00
90th Percentile £81.80 £89.38 £76.53
UK median hourly rate £51.21 £46.18 £60.00
% change year-on-year +10.89% -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 9,928 8,875 11,046
As % of all contract IT jobs advertised in England 30.58% 33.11% 29.86%
Number of daily rates quoted 6,622 5,700 7,971
10th Percentile £350 £357 £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 £730 £774 £763
UK median daily rate £501 £525 £540
% change year-on-year -4.62% -2.78% -4.42%
Number of hourly rates quoted 403 213 451
10th Percentile £40.25 £25.26 £35.52
25th Percentile £52.50 £45.00 £46.25
Median hourly rate £65.00 £63.00 £60.00
Median % change year-on-year +3.17% +5.00% -7.69%
75th Percentile £69.35 £68.75 £69.62
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 23 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 23 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 23 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 2,354 £550 -8.33% 1,129
North of England +9 604 £481 -4.23% 677
South East +3 404 £478 -13.18% 1,325
Yorkshire +8 305 £500 -6.98% 284
Midlands +5 287 £507 +6.29% 439
North West +4 254 £450 -7.41% 283
West Midlands +10 244 £523 +1.95% 165
South West -5 179 £550 -10.57% 519
East of England +3 122 £525 +8.25% 565
North East +6 51 £488 -10.55% 114
East Midlands -21 43 £438 +10.92% 266
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
1 181 (4.43%) Apache Spark
2 173 (4.24%) Apache Airflow
3 134 (3.28%) Confluence
4 123 (3.01%) 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%) Ethereum
17 3 (0.073%) Tomcat
Applications
1 114 (2.79%) Microsoft Excel
2 27 (0.66%) Chatbot
3 23 (0.56%) Microsoft Office
4 19 (0.47%) 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 1,581 (38.72%) AWS
2 1,322 (32.38%) Azure
3 662 (16.21%) GCP
4 534 (13.08%) GitHub
5 398 (9.75%) Serverless
6 388 (9.50%) Power Platform
7 290 (7.10%) Amazon S3
8 279 (6.83%) GitHub Actions
9 269 (6.59%) Azure DevOps
10 259 (6.34%) AWS Lambda
11 195 (4.78%) Snowflake
12 187 (4.58%) Azure Data Factory
13 176 (4.31%) AWS CloudFormation
14 142 (3.48%) Amazon EC2
15 136 (3.33%) Amazon ECS
16 128 (3.13%) Amazon CloudWatch
17 125 (3.06%) dbt
18 121 (2.96%) Amazon EKS
19 118 (2.89%) OpenShift
20 115 (2.82%) Azure Synapse Analytics
Communications & Networking
1 211 (5.17%) Firewall
2 142 (3.48%) DNS
3 112 (2.74%) Network Security
4 108 (2.65%) TCP/IP
5 75 (1.84%) VPN
6 66 (1.62%) BGP
7 61 (1.49%) HTTP
8 59 (1.45%) SSL
9 48 (1.18%) WAN
10 39 (0.96%) Wireshark
11 38 (0.93%) MPLS
12 37 (0.91%) OSPF
13 34 (0.83%) LAN
14 31 (0.76%) SSH
15 30 (0.73%) Wireless
16 28 (0.69%) DHCP
17 27 (0.66%) SMTP
18 26 (0.64%) SD-WAN
19 22 (0.54%) FTP
19 22 (0.54%) VLAN
Database & Business Intelligence
1 331 (8.11%) Power BI
2 309 (7.57%) PostgreSQL
3 217 (5.31%) Data Warehouse
4 204 (5.00%) NoSQL
5 197 (4.82%) Relational Database
6 178 (4.36%) Data Lake
7 151 (3.70%) SQL Server
8 131 (3.21%) Big Data
9 124 (3.04%) Amazon RDS
9 124 (3.04%) Tableau
10 116 (2.84%) MySQL
11 102 (2.50%) Metadata
12 85 (2.08%) BigQuery
13 79 (1.93%) Amazon Redshift
14 72 (1.76%) Amazon Athena
14 72 (1.76%) Delta Lake
15 70 (1.71%) Azure SQL Database
15 70 (1.71%) MongoDB
16 67 (1.64%) Hadoop
17 62 (1.52%) DynamoDB
Development Applications
1 522 (12.78%) Git
2 462 (11.32%) Jenkins
3 353 (8.65%) GitLab
4 239 (5.85%) JIRA
5 70 (1.71%) Selenium
6 63 (1.54%) MLflow
7 41 (1.00%) Cucumber
8 40 (0.98%) Sonatype Nexus
9 38 (0.93%) Postman
10 36 (0.88%) SonarQube
11 32 (0.78%) Bitbucket
12 29 (0.71%) Liquibase
12 29 (0.71%) Maven
13 28 (0.69%) JUnit
14 26 (0.64%) CircleCI
15 23 (0.56%) Artifactory
16 22 (0.54%) Cypress.io
16 22 (0.54%) Gradle
16 22 (0.54%) JMeter
17 21 (0.51%) Android Studio
General
1 1,157 (28.34%) Social Skills
2 809 (19.81%) Finance
3 589 (14.43%) Analytical Skills
4 363 (8.89%) Banking
5 362 (8.87%) Public Sector
6 152 (3.72%) Front Office
7 115 (2.82%) Documentation Skills
8 110 (2.69%) Investment Banking
9 63 (1.54%) Financial Institution
9 63 (1.54%) Marketing
10 59 (1.45%) Pharmaceutical
11 54 (1.32%) Retail
12 52 (1.27%) Inclusion and Diversity
12 52 (1.27%) Telecoms
13 40 (0.98%) Legal
14 39 (0.96%) Presentation Skills
15 36 (0.88%) Manufacturing
16 26 (0.64%) Military
17 25 (0.61%) Influencing Skills
18 19 (0.47%) Electronics
Job Titles
1 719 (17.61%) Developer
2 562 (13.76%) Senior
3 511 (12.52%) Data Engineer
4 305 (7.47%) Python Developer
5 265 (6.49%) DevOps Engineer
6 255 (6.25%) Architect
7 237 (5.80%) Analyst
8 234 (5.73%) Python Engineer
9 218 (5.34%) Lead
10 212 (5.19%) AWS Engineer
11 206 (5.05%) Software Engineer
12 184 (4.51%) Artificial Intelligence Engineer
13 164 (4.02%) Data Scientist
14 144 (3.53%) Platform Engineer
15 126 (3.09%) Senior Developer
16 111 (2.72%) Data Analyst
17 110 (2.69%) Azure Engineer
18 102 (2.50%) Full-Stack Developer
18 102 (2.50%) Senior Data Engineer
19 99 (2.42%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 357 (8.74%) REST
2 268 (6.56%) React
3 256 (6.27%) Kafka
4 216 (5.29%) PySpark
5 197 (4.82%) Node.js
6 194 (4.75%) RESTful
7 173 (4.24%) Pandas
8 167 (4.09%) PyTorch
9 155 (3.80%) FastAPI
10 149 (3.65%) .NET
10 149 (3.65%) TensorFlow
11 138 (3.38%) NumPy
12 121 (2.96%) AngularJS
13 105 (2.57%) scikit-learn
14 102 (2.50%) Elastic Stack
15 96 (2.35%) LDAP
16 95 (2.33%) LangChain
17 94 (2.30%) pytest
18 93 (2.28%) HTML
19 92 (2.25%) OAuth
Miscellaneous
1 372 (9.11%) Cloud Native
2 163 (3.99%) Algorithms
3 156 (3.82%) Distributed Systems
4 118 (2.89%) Product Ownership
5 111 (2.72%) 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 83 (2.03%) Fixed Income
11 81 (1.98%) Onboarding
12 80 (1.96%) AI Agents
13 77 (1.89%) Public Cloud
14 75 (1.84%) Hedge funds
15 72 (1.76%) Security Posture
16 69 (1.69%) Hybrid Cloud
17 65 (1.59%) Management Information System
18 64 (1.57%) Data Centre
19 55 (1.35%) Legacy Systems
Operating Systems
1 681 (16.68%) Linux
2 297 (7.27%) Windows
3 187 (4.58%) Unix
4 78 (1.91%) Red Hat Enterprise Linux
5 55 (1.35%) Windows Server
6 39 (0.96%) Android
7 37 (0.91%) Ubuntu
7 37 (0.91%) VMS
8 30 (0.73%) CentOS
9 22 (0.54%) Solaris
10 19 (0.47%) Mac OS
11 18 (0.44%) Apple iOS
12 17 (0.42%) Amazon Linux
13 11 (0.27%) Windows 7
14 10 (0.24%) Kali Linux
15 4 (0.098%) Debian
15 4 (0.098%) Robot Operating System
15 4 (0.098%) Windows 10
16 3 (0.073%) AIX
16 3 (0.073%) Embedded Linux
Processes & Methodologies
1 1,435 (35.15%) CI/CD
2 1,166 (28.56%) DevOps
3 955 (23.39%) Agile
4 938 (22.97%) Problem-Solving
5 823 (20.16%) AI
6 723 (17.71%) Analytics
7 707 (17.32%) Infrastructure as Code
8 633 (15.50%) Containerisation
9 624 (15.28%) Machine Learning
10 588 (14.40%) Data Pipeline
11 501 (12.27%) Data Engineering
12 490 (12.00%) ETL
13 481 (11.78%) Data Science
14 478 (11.71%) Software Engineering
15 473 (11.58%) Data Modelling
16 464 (11.36%) Test Automation
17 372 (9.11%) Business Intelligence
18 343 (8.40%) Observability
19 333 (8.16%) Computer Science
20 312 (7.64%) LLM
Programming Languages
1 1,264 (30.96%) SQL
2 669 (16.39%) Java
3 539 (13.20%) PowerShell
4 523 (12.81%) Bash
5 425 (10.41%) JavaScript
6 261 (6.39%) C#
7 233 (5.71%) TypeScript
8 217 (5.31%) Go
9 188 (4.60%) C++
10 138 (3.38%) R
11 135 (3.31%) Shell Script
12 129 (3.16%) Perl
13 113 (2.77%) Scala
14 79 (1.93%) Ruby
15 57 (1.40%) Kusto Query Language
16 56 (1.37%) Bicep
17 52 (1.27%) C
18 49 (1.20%) VBA
19 44 (1.08%) PHP
20 33 (0.81%) Rust
Qualifications
1 928 (22.73%) Security Cleared
2 752 (18.42%) SC Cleared
3 397 (9.72%) Degree
4 219 (5.36%) Computer Science Degree
5 127 (3.11%) DV Cleared
6 110 (2.69%) 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 (1.45%) 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
1 318 (7.79%) Data Quality
2 149 (3.65%) QA
3 142 (3.48%) GDPR
4 85 (2.08%) NIST
5 71 (1.74%) ISO/IEC 27001
6 37 (0.91%) Accessibility
7 27 (0.66%) Sarbanes-Oxley
8 26 (0.64%) 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%) MiFID
15 8 (0.20%) Actionable Recommendations
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
1 842 (20.62%) 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 (22.21%) Terraform
2 873 (21.38%) Kubernetes
3 516 (12.64%) Ansible
4 275 (6.74%) Grafana
5 245 (6.00%) Prometheus
6 79 (1.93%) Argo
7 77 (1.89%) 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
1 506 (12.39%) Microsoft
2 369 (9.04%) Databricks
3 251 (6.15%) Google
4 213 (5.22%) Oracle
5 212 (5.19%) Splunk
6 184 (4.51%) VMware
7 130 (3.18%) Red Hat
8 108 (2.65%) ServiceNow
9 106 (2.60%) Cisco
10 94 (2.30%) 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