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

6 months to
21 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,079 3,339 3,536
As % of all contract jobs in England 12.63% 12.53% 9.59%
As % of the Programming Languages category 41.26% 37.86% 32.01%
Number of daily rates quoted 2,775 2,252 2,525
10th Percentile £361 £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 £523 £550 £568
% change year-on-year -4.95% -3.08% -5.42%
Number of hourly rates quoted 84 49 114
10th Percentile £27.50 £21.25 £32.75
25th Percentile £41.25 £26.50 £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 £71.25 £70.00
90th Percentile £82.70 £88.75 £76.53
UK median hourly rate £52.50 £46.18 £60.00
% change year-on-year +13.69% -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 9,885 8,820 11,046
As % of all contract IT jobs advertised in England 30.62% 33.09% 29.96%
Number of daily rates quoted 6,599 5,666 7,975
10th Percentile £350 £356 £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 £729 £775 £763
UK median daily rate £503 £525 £540
% change year-on-year -4.29% -2.78% -4.64%
Number of hourly rates quoted 391 215 445
10th Percentile £40.00 £25.26 £35.51
25th Percentile £52.50 £44.63 £46.25
Median hourly rate £65.00 £62.50 £60.50
Median % change year-on-year +4.00% +3.31% -6.92%
75th Percentile £68.75 £68.75 £70.00
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 21 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 21 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 21 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 -1 2,358 £550 -8.33% 1,113
North of England +9 598 £481 -3.75% 550
South East +3 403 £479 -12.95% 1,143
Yorkshire +8 303 £500 -6.98% 211
Midlands +5 281 £507 +6.51% 315
North West +6 251 £450 -5.26% 248
West Midlands +14 239 £520 +1.46% 130
South West -8 179 £550 -10.20% 393
East of England +6 124 £525 +8.25% 433
North East +4 48 £500 -8.26% 96
East Midlands -20 42 £429 +7.86% 180
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 (4.44%) Apache Spark
2 172 (4.22%) Apache Airflow
3 137 (3.36%) Confluence
4 124 (3.04%) Apache
5 59 (1.45%) SAS
6 49 (1.20%) 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 (0.074%) Tomcat
17 3 (0.074%) Traefik
Applications
1 115 (2.82%) Microsoft Excel
2 31 (0.76%) Chatbot
3 23 (0.56%) Microsoft Office
4 20 (0.49%) Microsoft PowerPoint
5 19 (0.47%) MS Visio
6 9 (0.22%) Mozilla Thunderbird
7 8 (0.20%) Weka
8 7 (0.17%) Spreadsheet
9 3 (0.074%) LaTeX
9 3 (0.074%) Microsoft Project
10 2 (0.049%) Maya
10 2 (0.049%) NUKE
11 1 (0.025%) Trello
Business Applications
1 16 (0.39%) Aladdin
2 11 (0.27%) SAP S/4HANA
3 10 (0.25%) Fidessa
4 3 (0.074%) Actimize
5 2 (0.049%) Bloomberg AIM
5 2 (0.049%) Dynamics CRM
5 2 (0.049%) Loan IQ
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 (0.025%) Exchequer
6 1 (0.025%) Finacle
6 1 (0.025%) IntelliMatch
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 1,570 (38.49%) AWS
2 1,317 (32.29%) Azure
3 655 (16.06%) GCP
4 527 (12.92%) GitHub
5 398 (9.76%) Serverless
6 392 (9.61%) Power Platform
7 289 (7.09%) Amazon S3
8 276 (6.77%) GitHub Actions
9 263 (6.45%) Azure DevOps
10 261 (6.40%) AWS Lambda
11 189 (4.63%) Snowflake
12 183 (4.49%) Azure Data Factory
13 174 (4.27%) AWS CloudFormation
14 141 (3.46%) Amazon EC2
15 134 (3.29%) Amazon ECS
16 129 (3.16%) Amazon CloudWatch
17 121 (2.97%) dbt
18 119 (2.92%) Amazon EKS
19 117 (2.87%) Azure Synapse Analytics
20 116 (2.84%) OpenShift
Communications & Networking
1 215 (5.27%) Firewall
2 140 (3.43%) DNS
3 111 (2.72%) Network Security
4 107 (2.62%) TCP/IP
5 74 (1.81%) VPN
6 70 (1.72%) BGP
7 60 (1.47%) HTTP
8 58 (1.42%) SSL
9 49 (1.20%) WAN
10 41 (1.01%) OSPF
11 38 (0.93%) MPLS
12 36 (0.88%) Wireshark
13 33 (0.81%) LAN
14 31 (0.76%) SSH
14 31 (0.76%) Wireless
15 29 (0.71%) SD-WAN
16 28 (0.69%) DHCP
17 27 (0.66%) SMTP
18 22 (0.54%) FTP
18 22 (0.54%) VLAN
Database & Business Intelligence
1 337 (8.26%) Power BI
2 310 (7.60%) PostgreSQL
3 209 (5.12%) Data Warehouse
4 201 (4.93%) NoSQL
5 200 (4.90%) Relational Database
6 178 (4.36%) Data Lake
7 152 (3.73%) SQL Server
8 135 (3.31%) Big Data
9 127 (3.11%) Amazon RDS
10 124 (3.04%) Tableau
11 117 (2.87%) MySQL
12 101 (2.48%) Metadata
13 83 (2.03%) BigQuery
14 78 (1.91%) Amazon Redshift
15 73 (1.79%) Amazon Athena
16 71 (1.74%) Hadoop
16 71 (1.74%) MongoDB
17 70 (1.72%) Delta Lake
18 69 (1.69%) Azure SQL Database
19 61 (1.50%) DynamoDB
Development Applications
1 523 (12.82%) Git
2 468 (11.47%) Jenkins
3 355 (8.70%) GitLab
4 241 (5.91%) JIRA
5 71 (1.74%) Selenium
6 63 (1.54%) MLflow
7 41 (1.01%) Cucumber
7 41 (1.01%) Sonatype Nexus
8 38 (0.93%) Postman
9 37 (0.91%) SonarQube
10 32 (0.78%) Bitbucket
11 30 (0.74%) Liquibase
11 30 (0.74%) Maven
12 28 (0.69%) JUnit
13 26 (0.64%) CircleCI
14 25 (0.61%) Artifactory
15 23 (0.56%) Gradle
16 22 (0.54%) Android Studio
16 22 (0.54%) Eclipse
16 22 (0.54%) JMeter
General
1 1,153 (28.27%) Social Skills
2 811 (19.88%) Finance
3 582 (14.27%) Analytical Skills
4 364 (8.92%) Public Sector
5 355 (8.70%) Banking
6 150 (3.68%) Front Office
7 115 (2.82%) Documentation Skills
8 109 (2.67%) Investment Banking
9 63 (1.54%) Marketing
9 63 (1.54%) Pharmaceutical
10 62 (1.52%) Financial Institution
11 54 (1.32%) Retail
12 53 (1.30%) Telecoms
13 51 (1.25%) Inclusion and Diversity
14 39 (0.96%) Legal
15 38 (0.93%) Presentation Skills
16 36 (0.88%) Manufacturing
17 26 (0.64%) Military
18 25 (0.61%) Influencing Skills
19 19 (0.47%) Aerospace
Job Titles
1 709 (17.38%) Developer
2 570 (13.97%) Senior
3 511 (12.53%) Data Engineer
4 297 (7.28%) Python Developer
5 268 (6.57%) DevOps Engineer
6 246 (6.03%) Architect
7 239 (5.86%) Analyst
8 236 (5.79%) Python Engineer
9 214 (5.25%) Lead
10 213 (5.22%) AWS Engineer
11 210 (5.15%) Software Engineer
12 187 (4.58%) Artificial Intelligence Engineer
13 165 (4.05%) Data Scientist
14 142 (3.48%) Platform Engineer
15 126 (3.09%) Senior Developer
16 115 (2.82%) Data Analyst
17 111 (2.72%) Azure Engineer
18 105 (2.57%) Senior Data Engineer
19 102 (2.50%) Full-Stack Developer
20 99 (2.43%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 360 (8.83%) REST
2 268 (6.57%) React
3 260 (6.37%) Kafka
4 215 (5.27%) PySpark
5 198 (4.85%) Node.js
6 195 (4.78%) RESTful
7 170 (4.17%) Pandas
8 163 (4.00%) PyTorch
9 155 (3.80%) FastAPI
10 147 (3.60%) TensorFlow
11 145 (3.55%) .NET
12 136 (3.33%) NumPy
13 122 (2.99%) AngularJS
14 102 (2.50%) Elastic Stack
14 102 (2.50%) scikit-learn
15 96 (2.35%) LangChain
15 96 (2.35%) LDAP
16 95 (2.33%) HTML
17 93 (2.28%) pytest
18 92 (2.26%) CSS
Miscellaneous
1 371 (9.10%) Cloud Native
2 162 (3.97%) Algorithms
3 154 (3.78%) Distributed Systems
4 121 (2.97%) Product Ownership
5 115 (2.82%) Data Protection Act
6 108 (2.65%) Equities
7 94 (2.30%) Derivative
8 85 (2.08%) Data Structures
8 85 (2.08%) Enterprise Software
9 84 (2.06%) Foreign Exchange (FX)
10 82 (2.01%) Fixed Income
11 80 (1.96%) AI Agents
11 80 (1.96%) Onboarding
12 77 (1.89%) Public Cloud
13 75 (1.84%) Hedge funds
14 71 (1.74%) Security Posture
15 69 (1.69%) Hybrid Cloud
16 68 (1.67%) Data Centre
17 63 (1.54%) Management Information System
18 54 (1.32%) Replication
Operating Systems
1 679 (16.65%) Linux
2 302 (7.40%) Windows
3 187 (4.58%) Unix
4 78 (1.91%) Red Hat Enterprise Linux
5 54 (1.32%) Windows Server
6 39 (0.96%) Android
7 38 (0.93%) Ubuntu
8 37 (0.91%) VMS
9 30 (0.74%) CentOS
10 22 (0.54%) Solaris
11 19 (0.47%) Mac OS
12 17 (0.42%) Amazon Linux
12 17 (0.42%) Apple iOS
13 11 (0.27%) Windows 7
14 10 (0.25%) Kali Linux
15 4 (0.098%) Debian
15 4 (0.098%) Robot Operating System
15 4 (0.098%) Windows 10
16 3 (0.074%) AIX
16 3 (0.074%) Embedded Linux
Processes & Methodologies
1 1,421 (34.84%) CI/CD
2 1,167 (28.61%) DevOps
3 950 (23.29%) Agile
4 931 (22.82%) Problem-Solving
5 811 (19.88%) AI
6 724 (17.75%) Analytics
7 706 (17.31%) Infrastructure as Code
8 627 (15.37%) Containerisation
9 620 (15.20%) Machine Learning
10 583 (14.29%) Data Pipeline
11 497 (12.18%) Data Engineering
12 482 (11.82%) Data Science
12 482 (11.82%) ETL
13 481 (11.79%) Software Engineering
14 467 (11.45%) Data Modelling
15 464 (11.38%) Test Automation
16 378 (9.27%) Business Intelligence
17 341 (8.36%) Observability
18 335 (8.21%) Computer Science
19 310 (7.60%) LLM
Programming Languages
1 1,262 (30.94%) SQL
2 670 (16.43%) Java
3 542 (13.29%) PowerShell
4 524 (12.85%) Bash
5 429 (10.52%) JavaScript
6 258 (6.33%) C#
7 232 (5.69%) TypeScript
8 217 (5.32%) Go
9 195 (4.78%) C++
10 147 (3.60%) R
11 135 (3.31%) Shell Script
12 131 (3.21%) Perl
13 110 (2.70%) Scala
14 79 (1.94%) Ruby
15 57 (1.40%) Kusto Query Language
16 56 (1.37%) Bicep
17 54 (1.32%) C
18 50 (1.23%) VBA
19 44 (1.08%) PHP
20 33 (0.81%) Rust
Qualifications
1 927 (22.73%) Security Cleared
2 751 (18.41%) SC Cleared
3 398 (9.76%) Degree
4 219 (5.37%) Computer Science Degree
5 129 (3.16%) DV Cleared
6 106 (2.60%) AWS Certification
7 104 (2.55%) Master's Degree
8 79 (1.94%) CISSP
9 77 (1.89%) Azure Certification
10 75 (1.84%) Cisco Certification
11 64 (1.57%) BPSS Clearance
12 61 (1.50%) MCP
13 47 (1.15%) CCNP
14 37 (0.91%) CCIE
14 37 (0.91%) PhD
15 33 (0.81%) CEH
15 33 (0.81%) CISM
16 30 (0.74%) VMware Certified Professional (VCP)
17 28 (0.69%) Microsoft Certification
17 28 (0.69%) OSCP
Quality Assurance & Compliance
1 322 (7.89%) Data Quality
2 150 (3.68%) QA
3 145 (3.55%) GDPR
4 84 (2.06%) NIST
5 71 (1.74%) ISO/IEC 27001
6 37 (0.91%) Accessibility
7 27 (0.66%) Sarbanes-Oxley
8 24 (0.59%) PCI DSS
9 23 (0.56%) HIPAA
10 21 (0.51%) NCSC
11 20 (0.49%) SLA
12 16 (0.39%) SOC 2
13 14 (0.34%) EU AI Act
14 9 (0.22%) Actionable Recommendations
14 9 (0.22%) MiFID
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
1 833 (20.42%) Docker
2 174 (4.27%) Active Directory
3 103 (2.53%) VMware Infrastructure
4 35 (0.86%) VMware NSX
5 33 (0.81%) Virtual Machines
6 31 (0.76%) vSphere
7 19 (0.47%) Firmware
8 18 (0.44%) HDFS
9 15 (0.37%) Squid
10 14 (0.34%) DFS Replication
10 14 (0.34%) Hyper-V
10 14 (0.34%) Oracle RAC
11 13 (0.32%) KVM
11 13 (0.32%) Postfix
12 10 (0.25%) Slurm Workload Manager
13 9 (0.22%) Dovecot
13 9 (0.22%) GPFS
13 9 (0.22%) Lustre
14 7 (0.17%) VMware ESXi
14 7 (0.17%) zsh
Systems Management
1 905 (22.19%) Terraform
2 862 (21.13%) Kubernetes
3 519 (12.72%) Ansible
4 273 (6.69%) Grafana
5 240 (5.88%) Prometheus
6 77 (1.89%) Argo
6 77 (1.89%) Puppet
7 48 (1.18%) Kibana
8 37 (0.91%) Istio
9 31 (0.76%) Nessus
10 30 (0.74%) Single Sign-On
11 27 (0.66%) vRealize
12 24 (0.59%) NetBackup
12 24 (0.59%) Progress Chef
13 19 (0.47%) ITRS Geneos
14 17 (0.42%) logstash
15 16 (0.39%) Nmap
16 15 (0.37%) Proxmox
16 15 (0.37%) Rancher
17 14 (0.34%) Packer
Vendors
1 504 (12.36%) Microsoft
2 369 (9.05%) Databricks
3 248 (6.08%) Google
4 216 (5.30%) Oracle
5 210 (5.15%) Splunk
6 181 (4.44%) VMware
7 132 (3.24%) Red Hat
8 108 (2.65%) ServiceNow
9 107 (2.62%) Cisco
10 94 (2.30%) OpenAI
11 92 (2.26%) CyberArk
12 82 (2.01%) F5
13 76 (1.86%) Palo Alto
14 67 (1.64%) BeyondTrust
14 67 (1.64%) Foundry
15 41 (1.01%) SAP
16 38 (0.93%) CheckPoint
16 38 (0.93%) Dynatrace
17 37 (0.91%) Atlassian
18 35 (0.86%) Informatica