Python Contracts

Python
UK

The table below provides summary statistics for contract job vacancies requiring Python skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Python over the 6 months leading up to 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 10 15 13
Rank change year-on-year +5 -2 0
Contract jobs citing Python 3,912 3,994 6,655
As % of all contract jobs advertised in the UK 13.38% 9.16% 11.15%
As % of the Programming Languages category 39.35% 31.07% 31.84%
Number of daily rates quoted 2,749 2,842 4,796
10th Percentile £391 £396 £425
25th Percentile £455 £463 £500
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -
75th Percentile £675 £675 £700
90th Percentile £825 £800 £806
UK excluding London median daily rate £500 £513 £540
% change year-on-year -2.44% -5.09% +2.86%
Number of hourly rates quoted 52 101 141
10th Percentile £21.25 £21.73 £22.16
25th Percentile £25.25 £31.25 £47.50
Median hourly rate £37.16 £57.50 £64.38
Median % change year-on-year -35.37% -10.68% +29.40%
75th Percentile £57.81 £70.00 £70.30
90th Percentile £70.88 £77.50 £76.00
UK excluding London median hourly rate £45.00 £62.50 £60.00
% change year-on-year -28.00% +4.17% +19.38%

All Programming Languages
UK

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.

Contract vacancies with a requirement for coding skills 9,942 12,854 20,901
As % of all contract IT jobs advertised in the UK 34.01% 29.49% 35.02%
Number of daily rates quoted 6,743 9,130 15,092
10th Percentile £360 £350 £400
25th Percentile £419 £425 £463
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £638 £650 £675
90th Percentile £769 £760 £780
UK excluding London median daily rate £475 £489 £500
% change year-on-year -2.86% -2.20% +3.09%
Number of hourly rates quoted 245 485 471
10th Percentile £22.49 £31.25 £26.25
25th Percentile £33.91 £46.25 £50.00
Median hourly rate £62.50 £60.50 £60.70
Median % change year-on-year +3.31% -0.33% +21.40%
75th Percentile £68.00 £70.00 £70.00
90th Percentile £85.00 £78.75 £77.00
UK excluding London median hourly rate £63.87 £62.50 £62.50
% change year-on-year +2.20% - +26.21%

Python
Job Vacancy Trend

Job postings citing Python as a proportion of all IT jobs advertised.

Job vacancy trend for Python in the UK

Python
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Python.

Daily rate trend for Python in the UK

Python
Daily Rate Histogram

Daily rate distribution for jobs citing Python over the 6 months to 30 April 2025.

Daily rate histogram for Python in the UK

Python
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Python.

Hourly rate trend for Python in the UK

Python
Hourly Rate Histogram

Hourly rate distribution of jobs citing Python over the 6 months to 30 April 2025.

Hourly rate histogram for Python in the UK

Python
Top 17 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the UK over the 6 months to 30 April 2025. 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
England +5 3,236 £550 -2.22% 4,892
London +3 2,157 £600 +2.13% 2,947
Work from Home +4 1,471 £550 -4.35% 2,862
UK excluding London +9 1,215 £500 -2.44% 2,172
Scotland +4 284 £475 -5.00% 179
North of England 0 279 £490 -2.00% 634
South East +13 260 £525 - 456
South West +9 151 £550 -8.33% 293
North West -2 140 £475 -5.00% 390
Midlands +13 131 £459 +3.15% 258
Yorkshire +7 123 £500 - 175
West Midlands +18 94 £506 +19.06% 154
East of England +13 85 £503 +11.67% 286
East Midlands -3 36 £423 -17.56% 100
Wales +13 29 £525 +5.00% 52
North East -8 19 £481 -6.64% 72
Northern Ireland -12 9 £525 +20.69% 48

Python
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 235 (6.01%) Apache Spark
2 221 (5.65%) Apache
3 214 (5.47%) Apache Airflow
4 102 (2.61%) Confluence
5 40 (1.02%) SAS
6 29 (0.74%) Jupyter
6 29 (0.74%) SharePoint
7 28 (0.72%) nginx
8 17 (0.43%) OpenStack
9 13 (0.33%) JBoss
10 12 (0.31%) Traefik
11 10 (0.26%) Microsoft Exchange
12 8 (0.20%) BizTalk Server
13 7 (0.18%) Tomcat
14 5 (0.13%) WebSphere
15 4 (0.10%) ArcGIS
15 4 (0.10%) Cloud Foundry
15 4 (0.10%) IBM Domino
16 3 (0.077%) CMS
16 3 (0.077%) Oracle SOA Suite
Applications
1 105 (2.68%) Microsoft Excel
2 25 (0.64%) Microsoft Office
3 15 (0.38%) MS Visio
4 13 (0.33%) Microsoft PowerPoint
5 12 (0.31%) Chatbot
6 6 (0.15%) Spreadsheet
7 5 (0.13%) Maya
7 5 (0.13%) NUKE
7 5 (0.13%) Sketch
8 3 (0.077%) Adobe XD
8 3 (0.077%) Trello
9 2 (0.051%) CPLEX
9 2 (0.051%) Microsoft Project
9 2 (0.051%) Simulink
10 1 (0.026%) CATIA
10 1 (0.026%) EViews
10 1 (0.026%) Notion
10 1 (0.026%) Revit
10 1 (0.026%) Siemens NX
10 1 (0.026%) SOLIDWORKS
Business Applications
1 37 (0.95%) Aladdin
2 15 (0.38%) Endur
3 14 (0.36%) thinkFolio
4 9 (0.23%) SAP S/4HANA
5 5 (0.13%) Kondor
6 4 (0.10%) Fidessa
6 4 (0.10%) Oracle ERP
7 3 (0.077%) Bankmaster
7 3 (0.077%) Dynamics CRM
7 3 (0.077%) NetSuite
7 3 (0.077%) Oracle EBS
7 3 (0.077%) Payment Gateway
7 3 (0.077%) Sparx Enterprise Architect
8 2 (0.051%) Infor SunSystems
8 2 (0.051%) Oracle Applications
8 2 (0.051%) Oracle BPM
8 2 (0.051%) Remedy ITSM
8 2 (0.051%) SAP BPC
9 1 (0.026%) Maximo
9 1 (0.026%) SAP HCM
Cloud Services
1 1,572 (40.18%) AWS
2 1,044 (26.69%) Azure
3 497 (12.70%) GCP
4 344 (8.79%) Serverless
5 298 (7.62%) GitHub
6 272 (6.95%) AWS Lambda
7 261 (6.67%) Amazon S3
8 251 (6.42%) Power Platform
9 210 (5.37%) dbt
10 196 (5.01%) Azure DevOps
11 188 (4.81%) Snowflake
12 175 (4.47%) AWS CloudFormation
13 147 (3.76%) OpenShift
14 134 (3.43%) GitHub Actions
15 125 (3.20%) Amazon EC2
16 115 (2.94%) Amazon ECS
17 111 (2.84%) Azure Data Factory
18 86 (2.20%) Amazon EKS
19 85 (2.17%) Amazon CloudWatch
20 76 (1.94%) Entra ID
Communications & Networking
1 159 (4.06%) Firewall
2 154 (3.94%) DNS
3 110 (2.81%) TCP/IP
4 92 (2.35%) Network Security
5 78 (1.99%) VPN
6 71 (1.81%) HTTP
7 63 (1.61%) DHCP
8 53 (1.35%) BGP
9 41 (1.05%) OSPF
10 37 (0.95%) WAN
11 36 (0.92%) SAN
12 32 (0.82%) MPLS
13 30 (0.77%) Wireless
14 29 (0.74%) LAN
15 28 (0.72%) NAS
15 28 (0.72%) SSL
16 23 (0.59%) VLAN
17 19 (0.49%) 5G
17 19 (0.49%) Cisco ISE
18 17 (0.43%) Multicast
Database & Business Intelligence
1 238 (6.08%) Power BI
2 236 (6.03%) PostgreSQL
3 218 (5.57%) Data Warehouse
4 179 (4.58%) Relational Database
5 169 (4.32%) Big Data
6 166 (4.24%) Amazon Athena
7 156 (3.99%) MongoDB
8 154 (3.94%) SQL Server
9 152 (3.89%) Tableau
10 143 (3.66%) Data Lake
11 138 (3.53%) NoSQL
12 117 (2.99%) Apache Iceberg
13 113 (2.89%) Hadoop
14 111 (2.84%) Amazon RDS
15 110 (2.81%) Amazon Redshift
16 105 (2.68%) Dremio
17 94 (2.40%) Apache Arrow
18 79 (2.02%) MySQL
19 78 (1.99%) DynamoDB
20 68 (1.74%) Apache Ignite
Development Applications
1 485 (12.40%) Git
2 393 (10.05%) Jenkins
3 257 (6.57%) GitLab
4 218 (5.57%) JIRA
5 87 (2.22%) Selenium
6 73 (1.87%) Bitbucket
7 60 (1.53%) JUnit
8 56 (1.43%) Artifactory
9 40 (1.02%) SonarQube
10 36 (0.92%) Sonatype Nexus
11 30 (0.77%) Postman
12 29 (0.74%) JMeter
13 27 (0.69%) TeamCity
14 25 (0.64%) Cucumber
15 21 (0.54%) LoadRunner
15 21 (0.54%) Subversion
16 20 (0.51%) Cypress.io
16 20 (0.51%) REST Assured
17 19 (0.49%) Visual Studio
18 17 (0.43%) CircleCI
General
1 1,015 (25.95%) Finance
2 924 (23.62%) Social Skills
3 565 (14.44%) Analytical Skills
4 472 (12.07%) Banking
5 362 (9.25%) Front Office
6 296 (7.57%) Public Sector
7 247 (6.31%) Investment Banking
8 95 (2.43%) Telecoms
9 70 (1.79%) Financial Institution
10 69 (1.76%) Marketing
11 59 (1.51%) Presentation Skills
12 55 (1.41%) Pharmaceutical
13 46 (1.18%) Retail
14 44 (1.12%) Legal
15 42 (1.07%) Manufacturing
16 41 (1.05%) Organisational Skills
17 40 (1.02%) Inclusion and Diversity
18 28 (0.72%) Documentation Skills
19 25 (0.64%) Electronics
20 20 (0.51%) Back Office
Job Titles
1 968 (24.74%) Developer
2 520 (13.29%) Senior
3 517 (13.22%) Data Engineer
4 418 (10.69%) Python Developer
5 331 (8.46%) Analyst
6 323 (8.26%) Python Engineer
7 307 (7.85%) DevOps Engineer
8 299 (7.64%) AWS Engineer
9 259 (6.62%) Software Engineer
10 210 (5.37%) Lead
11 166 (4.24%) Architect
12 151 (3.86%) Data Scientist
13 133 (3.40%) Senior Developer
14 123 (3.14%) Full-Stack Developer
15 113 (2.89%) Data Analyst
16 108 (2.76%) Java Developer
17 107 (2.74%) AWS DevOps
18 100 (2.56%) AWS DevOps Engineer
19 95 (2.43%) Azure Engineer
20 91 (2.33%) Network Engineer
Libraries, Frameworks & Software Standards
1 309 (7.90%) React
2 262 (6.70%) Kafka
3 239 (6.11%) PySpark
4 195 (4.98%) Pandas
5 176 (4.50%) REST
6 163 (4.17%) NumPy
7 162 (4.14%) Node.js
8 148 (3.78%) FastAPI
9 147 (3.76%) .NET
10 138 (3.53%) AngularJS
11 120 (3.07%) Django
12 112 (2.86%) HTML
13 102 (2.61%) CSS
14 92 (2.35%) Spring
15 89 (2.28%) TensorFlow
16 88 (2.25%) RESTful
17 86 (2.20%) SciPy
18 83 (2.12%) PyTorch
19 78 (1.99%) JSON
20 73 (1.87%) pytest
Miscellaneous
1 185 (4.73%) Fixed Income
2 162 (4.14%) Algorithms
3 161 (4.12%) Cloud Native
4 160 (4.09%) Hedge funds
5 149 (3.81%) Derivative
6 143 (3.66%) Equities
7 122 (3.12%) Distributed Systems
8 113 (2.89%) Foreign Exchange (FX)
9 106 (2.71%) Data Structures
10 80 (2.04%) Data Protection Act
11 77 (1.97%) Public Cloud
12 75 (1.92%) Enterprise Software
13 73 (1.87%) Onboarding
14 70 (1.79%) Management Information System
15 60 (1.53%) Product Ownership
16 58 (1.48%) Greenfield Project
17 52 (1.33%) Legacy Systems
18 49 (1.25%) Data Centre
19 41 (1.05%) Hybrid Cloud
19 41 (1.05%) Self-Motivation
Operating Systems
1 670 (17.13%) Linux
2 300 (7.67%) Windows
3 206 (5.27%) Unix
4 128 (3.27%) Red Hat Enterprise Linux
5 109 (2.79%) Windows Server
6 49 (1.25%) CentOS
7 26 (0.66%) Ubuntu
8 20 (0.51%) Mac OS
8 20 (0.51%) Solaris
9 13 (0.33%) Android
10 11 (0.28%) VMS
11 10 (0.26%) Rocky
12 9 (0.23%) AIX
12 9 (0.23%) SUSE
13 7 (0.18%) Apple iOS
13 7 (0.18%) Debian
13 7 (0.18%) Windows Server 2019
14 6 (0.15%) Windows Server 2016
15 4 (0.10%) Oracle Linux
16 3 (0.077%) Windows Server 2012
Processes & Methodologies
1 1,089 (27.84%) CI/CD
2 975 (24.92%) Agile
3 945 (24.16%) DevOps
4 890 (22.75%) Problem-Solving
5 554 (14.16%) Software Engineering
6 550 (14.06%) Analytics
7 461 (11.78%) Artificial Intelligence
8 445 (11.38%) Containerisation
9 435 (11.12%) Machine Learning
10 424 (10.84%) Infrastructure as Code
11 410 (10.48%) Data Science
12 378 (9.66%) Data Pipeline
13 368 (9.41%) Test Automation
14 366 (9.36%) ETL
15 331 (8.46%) Data Engineering
16 319 (8.15%) Business Intelligence
17 307 (7.85%) Data Modelling
18 299 (7.64%) Computer Science
19 267 (6.83%) Visualisation
20 257 (6.57%) Full-Stack Development
Programming Languages
1 1,234 (31.54%) SQL
2 727 (18.58%) Java
3 465 (11.89%) JavaScript
4 453 (11.58%) Bash
5 395 (10.10%) PowerShell
6 282 (7.21%) TypeScript
7 245 (6.26%) C#
8 193 (4.93%) C++
9 179 (4.58%) Go
10 150 (3.83%) R
11 149 (3.81%) Shell Script
12 124 (3.17%) Perl
13 106 (2.71%) Scala
14 70 (1.79%) Ruby
15 61 (1.56%) C
16 42 (1.07%) PHP
17 40 (1.02%) Rust
17 40 (1.02%) VBA
18 38 (0.97%) Groovy
19 36 (0.92%) T-SQL
Qualifications
1 651 (16.64%) Security Cleared
2 510 (13.04%) SC Cleared
3 401 (10.25%) Degree
4 176 (4.50%) Computer Science Degree
5 127 (3.25%) AWS Certification
6 117 (2.99%) DV Cleared
7 93 (2.38%) Master's Degree
8 71 (1.81%) Cisco Certification
9 51 (1.30%) CCNP
9 51 (1.30%) PhD
10 48 (1.23%) CISSP
11 43 (1.10%) AWS Certified Solutions Architect
12 39 (1.00%) Azure Certification
13 29 (0.74%) CEH
14 26 (0.66%) VMware Certified Professional (VCP)
15 25 (0.64%) Numerate Degree
16 23 (0.59%) CCIE
17 22 (0.56%) BPSS Clearance
17 22 (0.56%) Microsoft Certification
17 22 (0.56%) Oracle Certification
Quality Assurance & Compliance
1 219 (5.60%) Data Quality
2 174 (4.45%) QA
3 101 (2.58%) GDPR
4 55 (1.41%) NIST
5 51 (1.30%) ISO/IEC 27001
6 48 (1.23%) Accessibility
7 41 (1.05%) Sarbanes-Oxley
8 39 (1.00%) HIPAA
9 31 (0.79%) PCI DSS
10 22 (0.56%) NCSC
11 20 (0.51%) Disclosure Scotland
12 11 (0.28%) MiFID
12 11 (0.28%) SLA
13 9 (0.23%) Actionable Recommendations
14 8 (0.20%) Basel III
14 8 (0.20%) WCAG
15 7 (0.18%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
15 7 (0.18%) SOC 2
16 6 (0.15%) EMIR
17 5 (0.13%) Government Security Classifications
System Software
1 653 (16.69%) Docker
2 108 (2.76%) VMware Infrastructure
3 94 (2.40%) Active Directory
4 29 (0.74%) Virtual Machines
5 25 (0.64%) vSphere
6 22 (0.56%) Hyper-V
7 19 (0.49%) VMware NSX
8 17 (0.43%) VMware ESXi
9 16 (0.41%) Firmware
10 11 (0.28%) Veritas Cluster Server
11 9 (0.23%) NFS
12 8 (0.20%) Apache ZooKeeper
13 6 (0.15%) HDFS
13 6 (0.15%) OpenAM
13 6 (0.15%) OpenDJ
13 6 (0.15%) OpenIDM
14 4 (0.10%) KVM
14 4 (0.10%) Platform Symphony
14 4 (0.10%) Veritas Volume Manager
14 4 (0.10%) VirtualBox
Systems Management
1 830 (21.22%) Kubernetes
2 725 (18.53%) Terraform
3 555 (14.19%) Ansible
4 140 (3.58%) Grafana
5 121 (3.09%) Puppet
6 113 (2.89%) Prometheus
7 93 (2.38%) Progress Chef
8 44 (1.12%) Kibana
9 41 (1.05%) Packer
10 28 (0.72%) Single Sign-On
11 27 (0.69%) ZABBIX
12 25 (0.64%) Istio
12 25 (0.64%) Jamf Pro
13 23 (0.59%) Rancher
14 22 (0.56%) Consul
15 20 (0.51%) vCenter Server
16 17 (0.43%) Argo
16 17 (0.43%) linkerd
17 16 (0.41%) HAProxy
17 16 (0.41%) Microsoft Intune
Vendors
1 282 (7.21%) Microsoft
2 224 (5.73%) Databricks
3 213 (5.44%) Oracle
4 171 (4.37%) Google
5 167 (4.27%) VMware
6 138 (3.53%) Splunk
7 127 (3.25%) Cisco
8 110 (2.81%) Red Hat
9 64 (1.64%) SAP
9 64 (1.64%) Sybase
10 63 (1.61%) IBM
11 52 (1.33%) F5
11 52 (1.33%) ServiceNow
12 36 (0.92%) BISAM
12 36 (0.92%) Fortinet
12 36 (0.92%) Informatica
13 34 (0.87%) Okta
14 32 (0.82%) CheckPoint
14 32 (0.82%) Palo Alto
15 28 (0.72%) OpenAI