Python Contracts

Python
UK

The following table provides summary statistics for contract job vacancies with a requirement for Python skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Python over the 6 months to 5 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 Jun 2024
Same period 2023 Same period 2022
Rank 15 13 13
Rank change year-on-year -2 0 0
Contract jobs citing Python 4,064 6,178 8,807
As % of all contract jobs advertised in the UK 9.44% 11.14% 10.05%
As % of the Programming Languages category 31.31% 32.65% 27.91%
Number of daily rates quoted 2,922 4,444 6,284
10th Percentile £380 £425 £425
25th Percentile £463 £500 £500
Median daily rate (50th Percentile) £550 £600 £600
Median % change year-on-year -8.33% - +14.29%
75th Percentile £688 £713 £700
90th Percentile £825 £823 £775
UK excluding London median daily rate £510 £540 £525
% change year-on-year -5.56% +2.86% +10.53%
Number of hourly rates quoted 114 126 107
10th Percentile £20.91 £22.20 £19.91
25th Percentile £31.25 £48.04 £35.63
Median hourly rate £61.00 £65.00 £50.85
Median % change year-on-year -6.15% +27.83% +35.60%
75th Percentile £70.00 £71.20 £59.71
90th Percentile £76.75 £80.25 £65.00
UK excluding London median hourly rate £65.00 £59.28 £52.56
% change year-on-year +9.66% +12.79% +31.39%

All Programming Languages
UK

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for coding skills.

Contract vacancies with a requirement for coding skills 12,980 18,923 31,559
As % of all contract IT jobs advertised in the UK 30.14% 34.13% 36.00%
Number of daily rates quoted 9,174 13,638 23,078
10th Percentile £350 £385 £388
25th Percentile £425 £458 £458
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £650 £680 £663
90th Percentile £763 £788 £756
UK excluding London median daily rate £485 £500 £500
% change year-on-year -3.00% - +14.42%
Number of hourly rates quoted 524 428 490
10th Percentile £31.55 £30.53 £19.52
25th Percentile £46.25 £50.42 £35.00
Median hourly rate £62.25 £62.50 £51.38
Median % change year-on-year -0.40% +21.65% +16.36%
75th Percentile £70.00 £70.06 £60.69
90th Percentile £77.13 £78.36 £70.85
UK excluding London median hourly rate £62.50 £62.50 £52.50
% change year-on-year - +19.05% +28.05%

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 5 June 2024.

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 5 June 2024.

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 5 June 2024. 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 -1 3,589 £567 -5.50% 2,737
London -2 2,295 £600 -4.00% 1,457
Work from Home 0 1,567 £575 -4.17% 1,295
UK excluding London -3 1,363 £510 -5.56% 1,376
North of England -1 388 £501 -12.83% 288
South East -2 357 £525 -4.55% 348
South West -10 198 £600 +2.65% 211
Scotland -8 190 £484 -3.20% 116
Yorkshire +16 182 £505 -16.70% 80
North West -5 178 £500 -11.16% 179
Midlands +3 128 £438 -15.66% 204
East of England -17 87 £439 -12.25% 165
West Midlands -4 76 £438 -20.45% 136
East Midlands +1 51 £425 -15.00% 66
North East +1 31 £600 -9.43% 29
Wales +17 20 £550 -2.22% 38
Northern Ireland +1 10 £425 -15.00% 35

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
1 383 (9.42%) Apache Airflow
2 334 (8.22%) Apache
3 145 (3.57%) Apache Spark
4 131 (3.22%) Confluence
5 59 (1.45%) SAS
6 33 (0.81%) SharePoint
7 28 (0.69%) OpenStack
8 23 (0.57%) nginx
9 19 (0.47%) Jupyter
10 13 (0.32%) CMS
11 12 (0.30%) ArcGIS
11 12 (0.30%) Blackberry Enterprise Server
12 11 (0.27%) Drupal
13 9 (0.22%) WordPress
14 8 (0.20%) Site Server
15 7 (0.17%) IIS
15 7 (0.17%) JBoss
16 6 (0.15%) BizTalk Server
16 6 (0.15%) Cloud Foundry
17 5 (0.12%) Gunicorn
Applications
1 125 (3.08%) Chatbot
2 75 (1.85%) Microsoft Excel
3 23 (0.57%) Microsoft Office
4 16 (0.39%) Sketch
5 15 (0.37%) MS Visio
5 15 (0.37%) SPSS
6 10 (0.25%) Spreadsheet
7 9 (0.22%) Simulink
8 6 (0.15%) CANalyzer
9 5 (0.12%) CPLEX
9 5 (0.12%) Microsoft PowerPoint
10 3 (0.074%) InVision
11 2 (0.049%) Stata
11 2 (0.049%) Trello
12 1 (0.025%) Houdini
12 1 (0.025%) Maya
12 1 (0.025%) NUKE
12 1 (0.025%) Revit
Business Applications
1 23 (0.57%) Aladdin
2 10 (0.25%) Distributed Ledger
2 10 (0.25%) Dynamics CRM
2 10 (0.25%) Maximo
3 7 (0.17%) Endur
3 7 (0.17%) NEC Housing
3 7 (0.17%) Odoo
3 7 (0.17%) SimCorp Dimension
4 6 (0.15%) ION MarketView
5 5 (0.12%) Magento
6 4 (0.098%) Adobe Campaign
6 4 (0.098%) FastStats
6 4 (0.098%) SAP S/4HANA
6 4 (0.098%) Shopify
6 4 (0.098%) Unica
7 3 (0.074%) Global One
7 3 (0.074%) Orchestrade
7 3 (0.074%) Primavera
7 3 (0.074%) Remedy ITSM
8 2 (0.049%) Advent Geneva
Cloud Services
1 1,462 (35.97%) AWS
2 1,050 (25.84%) Azure
3 527 (12.97%) GCP
4 362 (8.91%) Serverless
5 263 (6.47%) GitHub
6 253 (6.23%) Amazon S3
7 243 (5.98%) Snowflake
8 241 (5.93%) Power Platform
9 239 (5.88%) AWS Lambda
10 214 (5.27%) dbt
11 195 (4.80%) Azure DevOps
12 156 (3.84%) Amazon EC2
13 129 (3.17%) Azure Data Factory
14 106 (2.61%) AWS CloudFormation
15 99 (2.44%) OpenShift
16 93 (2.29%) Amazon CloudWatch
17 91 (2.24%) Amazon EKS
18 82 (2.02%) GitHub Actions
19 68 (1.67%) Cloud Computing
20 65 (1.60%) Entra ID
Communications & Networking
1 148 (3.64%) Firewall
2 81 (1.99%) DNS
3 74 (1.82%) TCP/IP
4 60 (1.48%) Network Security
5 59 (1.45%) VPN
6 48 (1.18%) BGP
7 43 (1.06%) DHCP
8 39 (0.96%) Wireless
9 34 (0.84%) HTTP
9 34 (0.84%) MPLS
10 33 (0.81%) Wi-Fi
11 32 (0.79%) SAN
12 28 (0.69%) 5G
12 28 (0.69%) Radio Access Network
13 27 (0.66%) OSPF
14 26 (0.64%) Cisco Nexus
14 26 (0.64%) Internet
15 25 (0.62%) VLAN
15 25 (0.62%) WAN
16 24 (0.59%) Cisco ASA
Database & Business Intelligence
1 282 (6.94%) Data Lake
2 264 (6.50%) PostgreSQL
3 226 (5.56%) Power BI
4 221 (5.44%) Big Data
5 214 (5.27%) Data Warehouse
6 212 (5.22%) Amazon Athena
7 209 (5.14%) Apache Ignite
8 190 (4.68%) NoSQL
9 164 (4.04%) Dremio
10 161 (3.96%) Apache Arrow
11 157 (3.86%) Tableau
12 140 (3.44%) SQL Server
13 127 (3.13%) Relational Database
14 116 (2.85%) Amazon Redshift
15 113 (2.78%) MongoDB
16 107 (2.63%) Amazon RDS
17 94 (2.31%) BigQuery
18 78 (1.92%) MySQL
19 75 (1.85%) Hadoop
20 69 (1.70%) Elasticsearch
Development Applications
1 494 (12.16%) Git
2 455 (11.20%) Jenkins
3 273 (6.72%) JIRA
4 194 (4.77%) GitLab
5 86 (2.12%) Bitbucket
6 76 (1.87%) Cypress.io
7 75 (1.85%) Selenium
8 51 (1.25%) Atlassian Bamboo
9 44 (1.08%) Artifactory
10 39 (0.96%) Sonatype Nexus
11 38 (0.94%) JMeter
11 38 (0.94%) Robot Framework
12 37 (0.91%) TeamCity
13 32 (0.79%) Cucumber
14 27 (0.66%) Subversion
15 26 (0.64%) Maven
16 24 (0.59%) Postman
17 23 (0.57%) Visual Studio
18 22 (0.54%) CircleCI
18 22 (0.54%) JUnit
General
1 1,000 (24.61%) Finance
2 740 (18.21%) Social Skills
3 542 (13.34%) Banking
4 455 (11.20%) Analytical Skills
5 447 (11.00%) Front Office
6 239 (5.88%) Investment Banking
7 227 (5.59%) Public Sector
8 84 (2.07%) Marketing
9 80 (1.97%) Retail
10 69 (1.70%) Telecoms
11 51 (1.25%) Pharmaceutical
12 50 (1.23%) Manufacturing
13 41 (1.01%) Back Office
14 40 (0.98%) Presentation Skills
15 35 (0.86%) Electronics
16 34 (0.84%) Aerospace
17 33 (0.81%) Financial Institution
18 32 (0.79%) Inclusion and Diversity
19 23 (0.57%) Legal
19 23 (0.57%) Organisational Skills
Job Titles
1 1,119 (27.53%) Developer
2 513 (12.62%) Python Developer
3 475 (11.69%) Senior
4 422 (10.38%) Data Engineer
5 355 (8.74%) Analyst
6 340 (8.37%) Software Engineer
7 322 (7.92%) Python Engineer
8 311 (7.65%) DevOps Engineer
9 258 (6.35%) Architect
10 244 (6.00%) AWS Engineer
11 236 (5.81%) Lead
12 222 (5.46%) Software Developer
13 170 (4.18%) Python Software Engineer
14 150 (3.69%) Data Analyst
15 148 (3.64%) Azure Engineer
16 136 (3.35%) Full Stack Developer
17 134 (3.30%) Developer/Software Engineer
18 113 (2.78%) Data Scientist
19 107 (2.63%) React Developer
20 94 (2.31%) Network Engineer
Libraries, Frameworks & Software Standards
1 319 (7.85%) React
2 253 (6.23%) Pandas
3 247 (6.08%) gRPC
4 242 (5.95%) HTML
5 235 (5.78%) Protocol Buffers
6 219 (5.39%) PySpark
7 218 (5.36%) NumPy
8 200 (4.92%) Kafka
9 169 (4.16%) SciPy
10 154 (3.79%) REST
11 143 (3.52%) Node.js
12 132 (3.25%) .NET
13 121 (2.98%) RESTful
14 104 (2.56%) JSON
15 101 (2.49%) CSS
16 97 (2.39%) Redux
17 87 (2.14%) Django
18 81 (1.99%) AngularJS
19 78 (1.92%) Material-UI
20 75 (1.85%) Elastic Stack
Miscellaneous
1 323 (7.95%) Hedge funds
2 304 (7.48%) Fixed Income
3 289 (7.11%) Derivative
4 236 (5.81%) Foreign Exchange (FX)
5 232 (5.71%) Equities
6 157 (3.86%) Algorithms
7 130 (3.20%) Product Ownership
8 108 (2.66%) Distributed Systems
9 92 (2.26%) Data Structures
10 81 (1.99%) Linux Command Line
11 73 (1.80%) Data Protection Act
12 67 (1.65%) Data Centre
13 66 (1.62%) Public Cloud
14 65 (1.60%) Cloud Native
15 63 (1.55%) Management Information System
15 63 (1.55%) PKI
16 51 (1.25%) Self-Motivation
17 46 (1.13%) Onboarding
18 38 (0.94%) Greenfield Project
19 36 (0.89%) Enterprise Software
Operating Systems
1 600 (14.76%) Linux
2 266 (6.55%) Windows
3 198 (4.87%) Unix
4 107 (2.63%) Red Hat Enterprise Linux
5 100 (2.46%) Windows Server
6 33 (0.81%) Android
7 27 (0.66%) Apple iOS
8 26 (0.64%) Ubuntu
9 25 (0.62%) CentOS
10 21 (0.52%) Windows Server 2019
11 18 (0.44%) zOS
12 17 (0.42%) Debian
13 12 (0.30%) Mac OS
14 10 (0.25%) Solaris
14 10 (0.25%) VMS
15 9 (0.22%) Embedded Linux
16 7 (0.17%) Kali Linux
17 6 (0.15%) Oracle Linux
17 6 (0.15%) Windows 10
18 5 (0.12%) Windows Server 2016
Processes & Methodologies
1 1,143 (28.13%) Agile
2 1,053 (25.91%) DevOps
3 860 (21.16%) CI/CD
4 786 (19.34%) Software Engineering
5 545 (13.41%) Problem-Solving
6 489 (12.03%) Analytics
7 467 (11.49%) Artificial Intelligence
8 403 (9.92%) Machine Learning
9 366 (9.01%) Computer Science
10 364 (8.96%) Asset Management
11 351 (8.64%) ETL
12 348 (8.56%) Data Modelling
13 346 (8.51%) Infrastructure as Code
14 343 (8.44%) Test Automation
15 325 (8.00%) Data Pipeline
16 305 (7.50%) Data Science
17 298 (7.33%) Business Intelligence
18 297 (7.31%) Investment Management
19 272 (6.69%) Full Stack Development
20 265 (6.52%) Containerisation
Programming Languages
1 1,297 (31.91%) SQL
2 878 (21.60%) Java
3 670 (16.49%) JavaScript
4 435 (10.70%) PowerShell
5 374 (9.20%) C#
6 358 (8.81%) Bash
7 318 (7.82%) TypeScript
8 294 (7.23%) C++
9 199 (4.90%) Go
10 167 (4.11%) Perl
11 157 (3.86%) R
11 157 (3.86%) Shell Script
12 146 (3.59%) C
13 131 (3.22%) Scala
14 82 (2.02%) Ruby
15 50 (1.23%) T-SQL
16 48 (1.18%) Groovy
17 39 (0.96%) Rust
18 36 (0.89%) VBA
19 27 (0.66%) VBScript
Qualifications
1 638 (15.70%) Security Cleared
2 539 (13.26%) Degree
3 447 (11.00%) SC Cleared
4 196 (4.82%) Computer Science Degree
5 180 (4.43%) DV Cleared
6 96 (2.36%) Master's Degree
7 67 (1.65%) AWS Certification
8 64 (1.57%) Cisco Certification
9 53 (1.30%) CCNP
10 42 (1.03%) PhD
11 39 (0.96%) Numerate Degree
12 35 (0.86%) Azure Certification
13 33 (0.81%) CCNA
14 25 (0.62%) AWS Certified DevOps Engineer
15 21 (0.52%) AWS Certified Solutions Architect
16 19 (0.47%) CISSP
17 18 (0.44%) OSCP
18 17 (0.42%) BPSS Clearance
18 17 (0.42%) CCIE
19 14 (0.34%) GIAC
Quality Assurance & Compliance
1 216 (5.31%) Data Quality
2 164 (4.04%) QA
3 33 (0.81%) GDPR
4 31 (0.76%) Accessibility
5 23 (0.57%) NIST
6 21 (0.52%) MISRA
7 19 (0.47%) PCI DSS
8 14 (0.34%) ISO/IEC 27001
9 12 (0.30%) Disclosure Scotland
10 9 (0.22%) SLA
11 8 (0.20%) GxP
12 7 (0.17%) Actionable Recommendations
12 7 (0.17%) Good Clinical Practice
12 7 (0.17%) JTAG
12 7 (0.17%) RMADS
13 6 (0.15%) CDISC
13 6 (0.15%) Sarbanes-Oxley
14 5 (0.12%) HIPAA
14 5 (0.12%) NCSC
15 4 (0.098%) Cyber Essentials
System Software
1 506 (12.45%) Docker
2 129 (3.17%) Active Directory
3 107 (2.63%) VMware Infrastructure
4 44 (1.08%) Virtual Machines
5 36 (0.89%) vSphere
6 34 (0.84%) VMware NSX
7 31 (0.76%) Firmware
8 25 (0.62%) NFS
9 19 (0.47%) Hyper-V
10 18 (0.44%) Time Sharing Option
11 16 (0.39%) Apache ZooKeeper
12 15 (0.37%) VMware ESXi
13 11 (0.27%) HDFS
14 9 (0.22%) KVM
15 7 (0.17%) Embedded Firmware
16 6 (0.15%) Virtual Desktop
17 5 (0.12%) Veritas Cluster Server
18 4 (0.098%) Slurm Workload Manager
18 4 (0.098%) vCloud
18 4 (0.098%) VirtualBox
Systems Management
1 691 (17.00%) Terraform
2 639 (15.72%) Kubernetes
3 495 (12.18%) Ansible
4 180 (4.43%) Grafana
5 159 (3.91%) Prometheus
6 100 (2.46%) Puppet
7 71 (1.75%) Progress Chef
8 49 (1.21%) Kibana
9 32 (0.79%) logstash
10 31 (0.76%) Packer
11 29 (0.71%) Single Sign-On
12 26 (0.64%) PowerCLI
13 23 (0.57%) Docker Swarm
14 22 (0.54%) ITRS Geneos
14 22 (0.54%) Tivoli Storage Manager
15 21 (0.52%) Argo
15 21 (0.52%) Consul
16 16 (0.39%) vRealize
17 15 (0.37%) Nagios
18 13 (0.32%) SCCM
Vendors
1 302 (7.43%) Microsoft
2 261 (6.42%) Google
3 220 (5.41%) Databricks
4 164 (4.04%) Splunk
5 161 (3.96%) Oracle
6 159 (3.91%) VMware
7 121 (2.98%) PayPal
8 100 (2.46%) Cisco
9 79 (1.94%) SAP
10 73 (1.80%) Red Hat
11 71 (1.75%) IBM
12 55 (1.35%) Dell
13 51 (1.25%) Atlassian
14 50 (1.23%) Palo Alto
15 48 (1.18%) Salesforce
16 44 (1.08%) F5
17 40 (0.98%) Bloomberg
18 38 (0.94%) Sybase
19 37 (0.91%) Dynatrace
19 37 (0.91%) ServiceNow