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

6 months to
30 Jan 2026
Same period 2025 Same period 2024
Rank 10 10 14
Rank change year-on-year 0 +4 -1
Contract jobs citing Python 4,084 3,338 3,536
As % of all contract jobs in England 12.37% 12.56% 9.38%
As % of the Programming Languages category 40.71% 37.76% 31.75%
Number of daily rates quoted 2,783 2,257 2,536
10th Percentile £358 £400 £400
25th Percentile £422 £475 £475
Median daily rate (50th Percentile) £523 £575 £566
Median % change year-on-year -9.04% +1.63% -5.71%
75th Percentile £638 £700 £688
90th Percentile £750 £825 £788
UK median daily rate £518 £550 £560
% change year-on-year -5.91% -1.79% -6.67%
Number of hourly rates quoted 81 45 113
10th Percentile £27.50 £21.25 £32.25
25th Percentile £41.25 £26.25 £46.18
Median hourly rate £51.21 £52.50 £60.00
Median % change year-on-year -2.46% -12.50% -8.40%
75th Percentile £74.26 £71.25 £70.00
90th Percentile £82.00 £91.25 £76.53
UK median hourly rate £52.50 £45.00 £60.00
% change year-on-year +16.67% -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 10,031 8,841 11,138
As % of all contract IT jobs advertised in England 30.37% 33.27% 29.55%
Number of daily rates quoted 6,676 5,651 8,034
10th Percentile £350 £359 £355
25th Percentile £413 £425 £430
Median daily rate (50th Percentile) £513 £538 £550
Median % change year-on-year -4.65% -2.27% -4.35%
75th Percentile £625 £650 £659
90th Percentile £730 £770 £763
UK median daily rate £501 £525 £538
% change year-on-year -4.57% -2.33% -4.87%
Number of hourly rates quoted 411 210 475
10th Percentile £41.25 £25.26 £35.57
25th Percentile £52.50 £41.75 £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 £75.00 £85.00 £77.80
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 30 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 30 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 30 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 2,339 £550 -8.33% 1,170
North of England +9 604 £475 -5.94% 510
South East +2 408 £481 -12.50% 925
Yorkshire +4 309 £500 -6.98% 189
Midlands +4 285 £506 +4.65% 282
North West +7 251 £450 -9.91% 249
West Midlands +7 243 £517 +0.88% 113
South West -10 188 £550 -10.20% 337
East of England +3 127 £525 +5.53% 338
North East +7 50 £488 -10.55% 75
East Midlands -19 42 £444 +12.91% 165
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
1 189 (4.63%) Apache Spark
2 175 (4.29%) Apache Airflow
3 135 (3.31%) Confluence
4 123 (3.01%) Apache
5 59 (1.44%) SAS
6 51 (1.25%) SharePoint
7 35 (0.86%) OpenStack
8 28 (0.69%) Microsoft Exchange
9 25 (0.61%) nginx
10 21 (0.51%) Jupyter
11 20 (0.49%) Appian
12 17 (0.42%) Palantir Foundry
13 9 (0.22%) Apache Pig
14 8 (0.20%) Camunda
15 7 (0.17%) IIS
16 6 (0.15%) CMS
16 6 (0.15%) Oracle Application Server
17 5 (0.12%) Luigi
18 4 (0.098%) ArcGIS
19 3 (0.073%) Tomcat
Applications
1 116 (2.84%) Microsoft Excel
2 28 (0.69%) Chatbot
3 26 (0.64%) Microsoft Office
4 18 (0.44%) Microsoft PowerPoint
5 17 (0.42%) MS Visio
6 8 (0.20%) Mozilla Thunderbird
6 8 (0.20%) Weka
7 7 (0.17%) Spreadsheet
8 3 (0.073%) LaTeX
8 3 (0.073%) Microsoft Project
9 2 (0.049%) Maya
9 2 (0.049%) NUKE
10 1 (0.024%) Trello
Business Applications
1 16 (0.39%) Aladdin
2 12 (0.29%) 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%) Cerner Millennium
6 1 (0.024%) Cloudability
6 1 (0.024%) Distributed Ledger
6 1 (0.024%) Exchequer
6 1 (0.024%) IntelliMatch
6 1 (0.024%) Maximo
6 1 (0.024%) RMDS
6 1 (0.024%) SAP IBP
6 1 (0.024%) TRIRIGA
Cloud Services
1 1,572 (38.49%) AWS
2 1,326 (32.47%) Azure
3 658 (16.11%) GCP
4 536 (13.12%) GitHub
5 402 (9.84%) Serverless
6 396 (9.70%) Power Platform
7 293 (7.17%) Amazon S3
8 280 (6.86%) GitHub Actions
9 270 (6.61%) Azure DevOps
10 261 (6.39%) AWS Lambda
11 196 (4.80%) Snowflake
12 190 (4.65%) Azure Data Factory
13 179 (4.38%) AWS CloudFormation
14 139 (3.40%) Amazon EC2
15 133 (3.26%) Amazon ECS
16 128 (3.13%) Amazon CloudWatch
17 126 (3.09%) OpenShift
18 125 (3.06%) Amazon EKS
19 124 (3.04%) dbt
20 118 (2.89%) Azure Synapse Analytics
Communications & Networking
1 207 (5.07%) Firewall
2 137 (3.35%) DNS
3 112 (2.74%) Network Security
4 107 (2.62%) TCP/IP
5 75 (1.84%) VPN
6 64 (1.57%) BGP
7 58 (1.42%) SSL
8 56 (1.37%) HTTP
9 52 (1.27%) WAN
10 40 (0.98%) Wireshark
11 39 (0.95%) MPLS
12 38 (0.93%) LAN
13 34 (0.83%) OSPF
14 29 (0.71%) Wireless
15 28 (0.69%) SSH
16 27 (0.66%) DHCP
17 24 (0.59%) SD-WAN
17 24 (0.59%) SMTP
18 22 (0.54%) VLAN
19 20 (0.49%) FTP
Database & Business Intelligence
1 333 (8.15%) Power BI
2 312 (7.64%) PostgreSQL
3 216 (5.29%) Data Warehouse
4 204 (5.00%) NoSQL
5 197 (4.82%) Relational Database
6 177 (4.33%) Data Lake
7 151 (3.70%) SQL Server
8 131 (3.21%) Big Data
9 129 (3.16%) Tableau
10 118 (2.89%) Amazon RDS
11 113 (2.77%) MySQL
12 102 (2.50%) Metadata
13 89 (2.18%) BigQuery
14 81 (1.98%) Amazon Redshift
15 75 (1.84%) Delta Lake
16 69 (1.69%) Azure SQL Database
16 69 (1.69%) MongoDB
17 68 (1.67%) Amazon Athena
17 68 (1.67%) Hadoop
18 62 (1.52%) Elasticsearch
Development Applications
1 519 (12.71%) Git
2 457 (11.19%) Jenkins
3 349 (8.55%) GitLab
4 248 (6.07%) JIRA
5 67 (1.64%) Selenium
6 64 (1.57%) MLflow
7 42 (1.03%) Cucumber
8 38 (0.93%) Postman
9 37 (0.91%) Sonatype Nexus
10 34 (0.83%) SonarQube
11 32 (0.78%) Bitbucket
12 29 (0.71%) JUnit
12 29 (0.71%) Maven
13 25 (0.61%) CircleCI
13 25 (0.61%) Liquibase
14 23 (0.56%) Artifactory
15 22 (0.54%) Gradle
16 21 (0.51%) JMeter
16 21 (0.51%) SpecFlow
17 20 (0.49%) Android Studio
General
1 1,140 (27.91%) Social Skills
2 800 (19.59%) Finance
3 592 (14.50%) Analytical Skills
4 359 (8.79%) Banking
4 359 (8.79%) Public Sector
5 149 (3.65%) Front Office
6 113 (2.77%) Documentation Skills
7 107 (2.62%) Investment Banking
8 60 (1.47%) Marketing
9 59 (1.44%) Financial Institution
10 56 (1.37%) Pharmaceutical
11 53 (1.30%) Retail
12 51 (1.25%) Inclusion and Diversity
13 50 (1.22%) Telecoms
14 37 (0.91%) Presentation Skills
15 36 (0.88%) Legal
16 35 (0.86%) Manufacturing
17 27 (0.66%) Influencing Skills
17 27 (0.66%) Military
18 20 (0.49%) Electronics
Job Titles
1 727 (17.80%) Developer
2 557 (13.64%) Senior
3 526 (12.88%) Data Engineer
4 310 (7.59%) Python Developer
5 257 (6.29%) DevOps Engineer
6 255 (6.24%) Architect
7 232 (5.68%) Analyst
8 231 (5.66%) Python Engineer
9 222 (5.44%) Lead
10 209 (5.12%) AWS Engineer
11 195 (4.77%) Software Engineer
12 188 (4.60%) Artificial Intelligence Engineer
13 166 (4.06%) Data Scientist
14 140 (3.43%) Platform Engineer
15 127 (3.11%) Senior Developer
16 113 (2.77%) Azure Engineer
17 108 (2.64%) Data Analyst
18 105 (2.57%) Senior Data Engineer
19 102 (2.50%) Full-Stack Developer
20 99 (2.42%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 363 (8.89%) REST
2 273 (6.68%) React
3 261 (6.39%) Kafka
4 217 (5.31%) PySpark
5 199 (4.87%) Node.js
6 195 (4.77%) RESTful
7 175 (4.29%) Pandas
8 169 (4.14%) PyTorch
9 153 (3.75%) .NET
10 151 (3.70%) FastAPI
11 150 (3.67%) TensorFlow
12 138 (3.38%) NumPy
13 125 (3.06%) AngularJS
14 106 (2.60%) scikit-learn
15 101 (2.47%) LDAP
16 100 (2.45%) Elastic Stack
17 94 (2.30%) HTML
17 94 (2.30%) LangChain
18 93 (2.28%) pytest
19 90 (2.20%) Flask
Miscellaneous
1 376 (9.21%) Cloud Native
2 165 (4.04%) Algorithms
3 150 (3.67%) Distributed Systems
4 123 (3.01%) Product Ownership
5 115 (2.82%) Data Protection Act
6 106 (2.60%) Equities
7 91 (2.23%) Derivative
8 86 (2.11%) Data Structures
8 86 (2.11%) Enterprise Software
9 83 (2.03%) Onboarding
10 80 (1.96%) AI Agents
11 78 (1.91%) Fixed Income
11 78 (1.91%) Foreign Exchange (FX)
12 76 (1.86%) Public Cloud
13 75 (1.84%) Security Posture
14 72 (1.76%) Hedge funds
15 70 (1.71%) Hybrid Cloud
16 69 (1.69%) Management Information System
17 62 (1.52%) Data Centre
18 59 (1.44%) Legacy Systems
Operating Systems
1 667 (16.33%) Linux
2 295 (7.22%) Windows
3 182 (4.46%) Unix
4 75 (1.84%) Red Hat Enterprise Linux
5 51 (1.25%) Windows Server
6 38 (0.93%) Ubuntu
7 35 (0.86%) Android
7 35 (0.86%) VMS
8 28 (0.69%) CentOS
9 20 (0.49%) Mac OS
9 20 (0.49%) Solaris
10 19 (0.47%) Apple iOS
11 15 (0.37%) Amazon Linux
12 11 (0.27%) Windows 7
13 10 (0.24%) Kali Linux
14 5 (0.12%) Windows 10
15 4 (0.098%) Debian
15 4 (0.098%) Robot Operating System
16 3 (0.073%) Embedded Linux
17 2 (0.049%) AIX
Processes & Methodologies
1 1,438 (35.21%) CI/CD
2 1,150 (28.16%) DevOps
3 954 (23.36%) Agile
4 930 (22.77%) Problem-Solving
5 839 (20.54%) AI
6 735 (18.00%) Analytics
7 702 (17.19%) Infrastructure as Code
8 639 (15.65%) Containerisation
9 632 (15.48%) Machine Learning
10 603 (14.76%) Data Pipeline
11 511 (12.51%) Data Engineering
12 507 (12.41%) ETL
13 492 (12.05%) Data Science
14 486 (11.90%) Data Modelling
15 470 (11.51%) Software Engineering
16 462 (11.31%) Test Automation
17 372 (9.11%) Business Intelligence
18 352 (8.62%) Observability
19 331 (8.10%) Computer Science
20 325 (7.96%) LLM
Programming Languages
1 1,268 (31.05%) SQL
2 650 (15.92%) Java
3 546 (13.37%) PowerShell
4 522 (12.78%) Bash
5 420 (10.28%) JavaScript
6 267 (6.54%) C#
7 237 (5.80%) TypeScript
8 205 (5.02%) Go
9 180 (4.41%) C++
10 139 (3.40%) R
11 127 (3.11%) Shell Script
12 122 (2.99%) Perl
13 113 (2.77%) Scala
14 79 (1.93%) Ruby
15 57 (1.40%) Kusto Query Language
16 55 (1.35%) Bicep
17 51 (1.25%) C
18 49 (1.20%) VBA
19 40 (0.98%) PHP
20 34 (0.83%) Rust
Qualifications
1 928 (22.72%) Security Cleared
2 749 (18.34%) SC Cleared
3 399 (9.77%) Degree
4 217 (5.31%) Computer Science Degree
5 126 (3.09%) DV Cleared
6 107 (2.62%) Master's Degree
7 105 (2.57%) AWS Certification
8 85 (2.08%) CISSP
9 79 (1.93%) Azure Certification
10 71 (1.74%) Cisco Certification
11 67 (1.64%) BPSS Clearance
12 44 (1.08%) CCNP
13 39 (0.95%) CISM
14 37 (0.91%) PhD
15 34 (0.83%) CCIE
16 33 (0.81%) CEH
17 30 (0.73%) VMware Certified Professional (VCP)
18 29 (0.71%) GIAC
19 28 (0.69%) Microsoft Certification
20 27 (0.66%) OSCP
Quality Assurance & Compliance
1 325 (7.96%) Data Quality
2 150 (3.67%) QA
3 146 (3.57%) GDPR
4 91 (2.23%) NIST
5 77 (1.89%) ISO/IEC 27001
6 37 (0.91%) Accessibility
7 26 (0.64%) Sarbanes-Oxley
8 24 (0.59%) HIPAA
8 24 (0.59%) PCI DSS
9 21 (0.51%) NCSC
10 20 (0.49%) SLA
11 16 (0.39%) SOC 2
12 14 (0.34%) EU AI Act
13 9 (0.22%) MiFID
14 8 (0.20%) Cyber Essentials
14 8 (0.20%) EMIR
15 7 (0.17%) Actionable Recommendations
16 6 (0.15%) PMO
16 6 (0.15%) PSD2
16 6 (0.15%) WCAG
System Software
1 839 (20.54%) Docker
2 174 (4.26%) Active Directory
3 107 (2.62%) VMware Infrastructure
4 40 (0.98%) VMware NSX
5 35 (0.86%) Virtual Machines
6 34 (0.83%) vSphere
7 20 (0.49%) Firmware
8 18 (0.44%) HDFS
9 16 (0.39%) Hyper-V
10 15 (0.37%) KVM
11 14 (0.34%) Squid
12 12 (0.29%) DFS Replication
12 12 (0.29%) Postfix
13 10 (0.24%) Slurm Workload Manager
14 9 (0.22%) GPFS
14 9 (0.22%) Lustre
15 8 (0.20%) Dovecot
15 8 (0.20%) VMware ESXi
16 7 (0.17%) Oracle RAC
17 6 (0.15%) zsh
Systems Management
1 897 (21.96%) Terraform
2 867 (21.23%) Kubernetes
3 500 (12.24%) Ansible
4 276 (6.76%) Grafana
5 251 (6.15%) Prometheus
6 82 (2.01%) Argo
7 73 (1.79%) Puppet
8 47 (1.15%) Kibana
9 38 (0.93%) Nessus
10 36 (0.88%) Istio
11 29 (0.71%) Single Sign-On
12 27 (0.66%) vRealize
13 23 (0.56%) NetBackup
13 23 (0.56%) Progress Chef
14 20 (0.49%) Control-M
15 19 (0.47%) ITRS Geneos
15 19 (0.47%) Microsoft Intune
16 17 (0.42%) IBM Guardium
16 17 (0.42%) logstash
16 17 (0.42%) Nmap
Vendors
1 518 (12.68%) Microsoft
2 371 (9.08%) Databricks
3 248 (6.07%) Google
4 209 (5.12%) Splunk
5 208 (5.09%) Oracle
6 186 (4.55%) VMware
7 131 (3.21%) Red Hat
8 107 (2.62%) Cisco
9 103 (2.52%) ServiceNow
10 100 (2.45%) OpenAI
11 92 (2.25%) CyberArk
12 79 (1.93%) F5
13 76 (1.86%) Palo Alto
14 69 (1.69%) Foundry
15 68 (1.67%) BeyondTrust
16 42 (1.03%) SAP
17 38 (0.93%) Dynatrace
18 37 (0.91%) Atlassian
18 37 (0.91%) CheckPoint
18 37 (0.91%) Informatica