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 28 May 2026, with comparisons to the same periods in the previous two years.

6 months to
28 May 2026
Same period 2025 Same period 2024
Rank 13 10 14
Rank change year-on-year -3 +4 -1
Contract jobs citing Python 4,432 3,149 3,572
As % of all contract jobs in England 10.61% 13.21% 9.75%
As % of the Programming Languages category 39.85% 38.94% 32.41%
Number of daily rates quoted 2,991 2,269 2,623
10th Percentile £363 £385 £386
25th Percentile £425 £450 £463
Median daily rate (50th Percentile) £525 £550 £568
Median % change year-on-year -4.55% -3.08% -5.42%
75th Percentile £626 £688 £700
90th Percentile £750 £825 £838
UK median daily rate £521 £545 £551
% change year-on-year -4.40% -1.00% -8.25%
Number of hourly rates quoted 115 41 89
10th Percentile £28.50 £26.32 £21.95
25th Percentile £42.88 £33.91 £46.18
Median hourly rate £55.00 £44.50 £65.00
Median % change year-on-year +23.60% -31.54% -
75th Percentile £73.50 £57.50 £72.50
90th Percentile £83.75 £75.00 £77.75
UK median hourly rate £54.00 £40.00 £60.00
% change year-on-year +35.00% -33.33% -7.25%

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 11,122 8,087 11,020
As % of all contract IT jobs advertised in England 26.63% 33.93% 30.09%
Number of daily rates quoted 7,297 5,623 8,012
10th Percentile £357 £363 £350
25th Percentile £417 £414 £425
Median daily rate (50th Percentile) £513 £525 £548
Median % change year-on-year -2.38% -4.11% -2.75%
75th Percentile £613 £645 £650
90th Percentile £725 £775 £775
UK median daily rate £500 £518 £525
% change year-on-year -3.38% -1.43% -4.55%
Number of hourly rates quoted 539 185 454
10th Percentile £36.25 £28.27 £37.51
25th Percentile £54.55 £36.25 £49.28
Median hourly rate £65.00 £62.00 £62.50
Median % change year-on-year +4.84% -0.80% -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.00 £78.75
UK median hourly rate £65.00 £57.50 £62.50
% change year-on-year +13.04% -8.00% -

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 28 May 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 28 May 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 28 May 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 -3 2,545 £550 -5.17% 1,223
North of England +9 736 £482 -1.13% 397
Yorkshire +1 415 £487 -2.55% 105
South East -7 395 £520 +2.97% 512
North West +2 254 £492 +3.58% 219
South West +1 251 £500 -9.09% 192
Midlands -15 238 £485 +7.72% 176
West Midlands -11 183 £482 +7.03% 82
East of England -9 129 £500 - 167
North East +6 77 £475 +5.56% 76
East Midlands -11 54 £495 +13.53% 93
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
1 239 (5.39%) Apache Spark
2 191 (4.31%) Apache Airflow
3 145 (3.27%) Apache
4 113 (2.55%) Confluence
5 42 (0.95%) SAS
6 39 (0.88%) SharePoint
7 35 (0.79%) Jupyter
8 16 (0.36%) OpenStack
9 15 (0.34%) Palantir Foundry
10 14 (0.32%) Microsoft Exchange
11 12 (0.27%) IIS
12 11 (0.25%) Appian
13 9 (0.20%) nginx
14 8 (0.18%) Apache Superset
14 8 (0.18%) ArcGIS
14 8 (0.18%) Camunda
15 7 (0.16%) CMS
16 6 (0.14%) CICS
17 5 (0.11%) WebSphere
17 5 (0.11%) WebSphere Application Server
Applications
1 106 (2.39%) Microsoft Excel
2 28 (0.63%) Chatbot
3 22 (0.50%) Microsoft Office
4 18 (0.41%) Microsoft PowerPoint
4 18 (0.41%) MS Visio
4 18 (0.41%) Spreadsheet
5 7 (0.16%) CPLEX
6 4 (0.090%) Microsoft Project
7 3 (0.068%) LaTeX
8 1 (0.023%) OrCAD
8 1 (0.023%) SPSS
8 1 (0.023%) Weka
8 1 (0.023%) Zemax
Business Applications
1 24 (0.54%) Aladdin
2 19 (0.43%) SAP S/4HANA
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 6 (0.14%) Fidessa
5 5 (0.11%) BambooHR
5 5 (0.11%) Oracle EBS
6 3 (0.068%) Bloomberg AIM
6 3 (0.068%) Oracle ERP
6 3 (0.068%) SimCorp Dimension
7 2 (0.045%) Front Arena
7 2 (0.045%) Global One
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
7 2 (0.045%) Oracle Assets
7 2 (0.045%) Orchestrade
7 2 (0.045%) Teamcenter
8 1 (0.023%) Cloudability
8 1 (0.023%) OneSumX
8 1 (0.023%) Sparx Enterprise Architect
Cloud Services
1 1,672 (37.73%) AWS
2 1,524 (34.39%) Azure
3 649 (14.64%) GCP
4 541 (12.21%) GitHub
5 452 (10.20%) Power Platform
6 373 (8.42%) Serverless
7 330 (7.45%) Azure DevOps
8 312 (7.04%) Amazon S3
9 299 (6.75%) GitHub Actions
10 270 (6.09%) AWS Lambda
11 245 (5.53%) Azure Data Factory
12 203 (4.58%) Snowflake
13 158 (3.56%) dbt
14 153 (3.45%) Azure Synapse Analytics
15 144 (3.25%) OpenShift
16 140 (3.16%) AWS CloudFormation
17 118 (2.66%) Amazon EKS
18 107 (2.41%) Amazon CloudWatch
19 97 (2.19%) Amazon EC2
20 94 (2.12%) Amazon ECS
Communications & Networking
1 173 (3.90%) Firewall
2 130 (2.93%) DNS
3 92 (2.08%) Network Security
4 84 (1.90%) WAN
5 82 (1.85%) TCP/IP
6 76 (1.71%) BGP
7 69 (1.56%) VPN
8 50 (1.13%) BIG-IP
8 50 (1.13%) HTTP
9 48 (1.08%) OSPF
10 39 (0.88%) SD-WAN
11 38 (0.86%) VXLAN
12 36 (0.81%) SSL
13 33 (0.74%) SAN
14 31 (0.70%) DHCP
14 31 (0.70%) F5 BIG-IP LTM
14 31 (0.70%) VLAN
15 29 (0.65%) LAN
15 29 (0.65%) MPLS
15 29 (0.65%) SNMP
Database & Business Intelligence
1 387 (8.73%) Power BI
2 276 (6.23%) PostgreSQL
3 243 (5.48%) Data Warehouse
4 232 (5.23%) SQL Server
5 202 (4.56%) Data Lake
6 178 (4.02%) Tableau
7 153 (3.45%) NoSQL
8 146 (3.29%) Relational Database
9 134 (3.02%) Metadata
10 122 (2.75%) Delta Lake
11 121 (2.73%) BigQuery
12 111 (2.50%) Big Data
13 99 (2.23%) Amazon Athena
14 94 (2.12%) Amazon Redshift
15 81 (1.83%) MongoDB
16 75 (1.69%) Amazon RDS
17 71 (1.60%) Azure SQL Database
18 68 (1.53%) DynamoDB
19 67 (1.51%) MySQL
20 59 (1.33%) Snowflake Schema
Development Applications
1 508 (11.46%) Git
2 391 (8.82%) Jenkins
3 306 (6.90%) GitLab
4 224 (5.05%) JIRA
5 67 (1.51%) MLflow
6 66 (1.49%) Selenium
7 56 (1.26%) Postman
8 36 (0.81%) Cucumber
9 30 (0.68%) JMeter
10 29 (0.65%) Cypress.io
11 27 (0.61%) Artifactory
12 26 (0.59%) Bitbucket
13 23 (0.52%) SonarQube
14 22 (0.50%) REST Assured
14 22 (0.50%) Robot Framework
15 21 (0.47%) Maven
16 20 (0.45%) Gatling
16 20 (0.45%) JUnit
17 18 (0.41%) Sonatype Nexus
18 17 (0.38%) SpecFlow
General
1 968 (21.84%) Social Skills
2 940 (21.21%) Finance
3 611 (13.79%) Analytical Skills
4 385 (8.69%) Public Sector
5 332 (7.49%) Banking
6 177 (3.99%) Front Office
7 109 (2.46%) Documentation Skills
8 98 (2.21%) Investment Banking
9 68 (1.53%) Marketing
10 58 (1.31%) Inclusion and Diversity
11 53 (1.20%) Pharmaceutical
12 52 (1.17%) Retail
13 41 (0.93%) Legal
13 41 (0.93%) Telecoms
14 33 (0.74%) Influencing Skills
14 33 (0.74%) Publishing
15 32 (0.72%) Financial Institution
16 30 (0.68%) Military
17 28 (0.63%) Manufacturing
18 26 (0.59%) Presentation Skills
Job Titles
1 790 (17.82%) Developer
2 691 (15.59%) Data Engineer
3 636 (14.35%) Senior
4 395 (8.91%) Python Developer
5 321 (7.24%) Lead
6 288 (6.50%) Architect
7 242 (5.46%) DevOps Engineer
8 238 (5.37%) Analyst
9 233 (5.26%) Software Engineer
10 222 (5.01%) Python Engineer
11 203 (4.58%) Artificial Intelligence Engineer
12 183 (4.13%) Data Scientist
13 169 (3.81%) AWS Engineer
14 140 (3.16%) Azure Engineer
15 136 (3.07%) Senior Developer
16 134 (3.02%) Senior Data Engineer
17 132 (2.98%) Data Analyst
18 116 (2.62%) Full-Stack Developer
19 114 (2.57%) Security Engineer
20 109 (2.46%) Platform Engineer
Libraries, Frameworks & Software Standards
1 330 (7.45%) REST
2 323 (7.29%) React
3 302 (6.81%) PySpark
4 284 (6.41%) Kafka
5 193 (4.35%) .NET
6 187 (4.22%) Pandas
7 186 (4.20%) Node.js
8 155 (3.50%) JSON
9 152 (3.43%) PyTorch
10 140 (3.16%) RESTful
11 135 (3.05%) FastAPI
12 111 (2.50%) TensorFlow
13 109 (2.46%) Django
14 107 (2.41%) LangChain
14 107 (2.41%) NumPy
14 107 (2.41%) scikit-learn
15 98 (2.21%) AngularJS
16 97 (2.19%) YAML
17 92 (2.08%) Flask
17 92 (2.08%) LDAP
Miscellaneous
1 498 (11.24%) Cloud Native
2 194 (4.38%) Distributed Systems
3 121 (2.73%) AI Agents
4 119 (2.69%) Algorithms
4 119 (2.69%) Product Ownership
5 117 (2.64%) Data Centre
6 110 (2.48%) Onboarding
7 106 (2.39%) Data Protection Act
8 105 (2.37%) Equities
9 104 (2.35%) Data Structures
9 104 (2.35%) Derivative
10 98 (2.21%) Fixed Income
11 85 (1.92%) Hybrid Cloud
11 85 (1.92%) Legacy Systems
12 81 (1.83%) Security Posture
13 80 (1.81%) Enterprise Software
13 80 (1.81%) Management Information System
14 50 (1.13%) Public Cloud
15 48 (1.08%) Greenfield Project
16 44 (0.99%) Self-Motivation
Operating Systems
1 524 (11.82%) Linux
2 240 (5.42%) Windows
3 178 (4.02%) Unix
4 80 (1.81%) Red Hat Enterprise Linux
5 55 (1.24%) Windows Server
6 39 (0.88%) Ubuntu
7 29 (0.65%) VMS
8 25 (0.56%) Android
9 24 (0.54%) AIX
10 19 (0.43%) CentOS
10 19 (0.43%) Solaris
11 16 (0.36%) Apple iOS
12 12 (0.27%) zOS
13 11 (0.25%) Mac OS
14 8 (0.18%) Debian
15 6 (0.14%) Rocky
15 6 (0.14%) Windows Server 2019
16 5 (0.11%) Amazon Linux
17 4 (0.090%) Embedded Linux
18 3 (0.068%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,627 (36.71%) CI/CD
2 1,204 (27.17%) DevOps
3 1,047 (23.62%) AI
4 932 (21.03%) Agile
5 926 (20.89%) Analytics
6 809 (18.25%) Problem-Solving
7 755 (17.04%) Data Pipeline
7 755 (17.04%) Infrastructure as Code
8 673 (15.19%) Machine Learning
9 634 (14.31%) Data Engineering
10 615 (13.88%) Data Modelling
11 601 (13.56%) ETL
12 591 (13.33%) Containerisation
13 558 (12.59%) Software Engineering
14 507 (11.44%) Data Science
15 451 (10.18%) Observability
16 448 (10.11%) Test Automation
17 445 (10.04%) Business Intelligence
18 390 (8.80%) LLM
19 360 (8.12%) Validation
Programming Languages
1 1,532 (34.57%) SQL
2 691 (15.59%) Java
3 556 (12.55%) PowerShell
4 490 (11.06%) Bash
5 394 (8.89%) JavaScript
6 301 (6.79%) TypeScript
7 294 (6.63%) C#
8 182 (4.11%) Go
9 151 (3.41%) R
10 120 (2.71%) Scala
11 116 (2.62%) C++
12 97 (2.19%) Shell Script
13 69 (1.56%) Bicep
14 64 (1.44%) Ruby
15 53 (1.20%) PL/SQL
16 52 (1.17%) Data Analysis Expressions
17 50 (1.13%) C
17 50 (1.13%) Perl
18 46 (1.04%) Groovy
18 46 (1.04%) T-SQL
Qualifications
1 968 (21.84%) Security Cleared
2 779 (17.58%) SC Cleared
3 350 (7.90%) Degree
4 153 (3.45%) Computer Science Degree
5 129 (2.91%) DV Cleared
6 98 (2.21%) Azure Certification
7 93 (2.10%) BPSS Clearance
8 79 (1.78%) CISSP
9 70 (1.58%) AWS Certification
10 64 (1.44%) Master's Degree
11 57 (1.29%) Cisco Certification
12 39 (0.88%) CISM
13 38 (0.86%) CCNP
14 35 (0.79%) PhD
15 29 (0.65%) Microsoft Certification
15 29 (0.65%) VMware Certified Professional (VCP)
16 24 (0.54%) ISTQB
17 19 (0.43%) CCIE
18 18 (0.41%) AWS Certified Solutions Architect
18 18 (0.41%) Microsoft Certified Professional
Quality Assurance & Compliance
1 449 (10.13%) Data Quality
2 190 (4.29%) QA
3 139 (3.14%) GDPR
4 89 (2.01%) NIST
5 84 (1.90%) ISO/IEC 27001
6 53 (1.20%) Accessibility
7 28 (0.63%) SLA
8 27 (0.61%) Sarbanes-Oxley
9 25 (0.56%) HIPAA
10 24 (0.54%) PCI DSS
11 15 (0.34%) Actionable Recommendations
11 15 (0.34%) WCAG
12 14 (0.32%) NCSC
13 11 (0.25%) SOC 2
14 10 (0.23%) Cyber Essentials
15 9 (0.20%) ISO 20022
16 8 (0.18%) California Consumer Privacy Act
17 7 (0.16%) GRC
18 6 (0.14%) PSD2
19 5 (0.11%) PMO
System Software
1 691 (15.59%) Docker
2 137 (3.09%) Active Directory
3 79 (1.78%) VMware Infrastructure
4 63 (1.42%) Virtual Machines
5 33 (0.74%) vSphere
6 32 (0.72%) VMware NSX
7 27 (0.61%) Firmware
8 20 (0.45%) Hyper-V
9 14 (0.32%) KVM
10 13 (0.29%) NFS
10 13 (0.29%) VMware ESXi
11 10 (0.23%) Squid
12 8 (0.18%) HDFS
12 8 (0.18%) Virtual Desktop
13 7 (0.16%) Postfix
14 6 (0.14%) Oracle RAC
15 5 (0.11%) SRDF
16 4 (0.090%) Ceph
16 4 (0.090%) Slurm Workload Manager
16 4 (0.090%) Varnish
Systems Management
1 918 (20.71%) Terraform
2 810 (18.28%) Kubernetes
3 463 (10.45%) Ansible
4 259 (5.84%) Grafana
5 227 (5.12%) Prometheus
6 66 (1.49%) Puppet
7 53 (1.20%) Argo
8 36 (0.81%) Istio
9 32 (0.72%) Kibana
10 30 (0.68%) Progress Chef
10 30 (0.68%) vCenter Server
11 25 (0.56%) Nessus
12 24 (0.54%) Control-M
13 22 (0.50%) Nagios
14 20 (0.45%) HAProxy
14 20 (0.45%) vRealize
14 20 (0.45%) ZABBIX
15 17 (0.38%) IBM Guardium
15 17 (0.38%) Microsoft Intune
15 17 (0.38%) Single Sign-On
Vendors
1 518 (11.69%) Microsoft
2 477 (10.76%) Databricks
3 227 (5.12%) Google
4 211 (4.76%) Oracle
5 188 (4.24%) Splunk
6 127 (2.87%) VMware
7 116 (2.62%) Red Hat
8 112 (2.53%) OpenAI
9 95 (2.14%) Cisco
10 88 (1.99%) ServiceNow
11 82 (1.85%) CyberArk
12 76 (1.71%) F5
13 74 (1.67%) BeyondTrust
14 68 (1.53%) Dynatrace
15 67 (1.51%) Palo Alto
16 55 (1.24%) Informatica
17 54 (1.22%) IBM
18 49 (1.11%) Foundry
19 48 (1.08%) SAP
20 42 (0.95%) Arista