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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 15 13 13
Rank change year-on-year -2 0 0
Contract jobs citing Python 4,045 6,224 8,795
As % of all contract jobs advertised in the UK 9.39% 11.10% 10.04%
As % of the Programming Languages category 31.26% 32.55% 27.85%
Number of daily rates quoted 2,908 4,476 6,277
10th Percentile £381 £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 £511 £545 £525
% change year-on-year -6.15% +3.71% +10.53%
Number of hourly rates quoted 111 128 107
10th Percentile £20.77 £22.16 £19.91
25th Percentile £31.25 £47.50 £35.63
Median hourly rate £60.00 £65.00 £51.25
Median % change year-on-year -7.69% +26.83% +34.87%
75th Percentile £70.00 £70.60 £60.34
90th Percentile £77.50 £79.35 £65.00
UK excluding London median hourly rate £65.00 £59.28 £53.78
% change year-on-year +9.66% +10.22% +32.78%

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 12,939 19,124 31,582
As % of all contract IT jobs advertised in the UK 30.05% 34.12% 36.06%
Number of daily rates quoted 9,176 13,793 23,095
10th Percentile £350 £388 £388
25th Percentile £425 £461 £456
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £650 £680 £660
90th Percentile £763 £788 £750
UK excluding London median daily rate £488 £500 £500
% change year-on-year -2.50% - +14.94%
Number of hourly rates quoted 522 433 488
10th Percentile £31.25 £26.60 £19.52
25th Percentile £46.25 £50.00 £35.00
Median hourly rate £62.00 £62.50 £51.75
Median % change year-on-year -0.80% +20.77% +17.21%
75th Percentile £70.00 £70.00 £61.56
90th Percentile £77.50 £78.95 £71.98
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 1 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 1 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 1 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 3,564 £565 -5.83% 2,788
London -2 2,285 £600 -4.00% 1,541
Work from Home 0 1,563 £575 -4.17% 1,261
UK excluding London -2 1,351 £511 -6.15% 1,332
North of England -2 386 £503 -12.61% 261
South East -3 348 £525 -4.55% 360
Scotland -8 193 £491 -1.85% 123
South West -12 192 £600 +2.65% 197
Yorkshire +17 182 £507 -16.37% 66
North West -6 176 £500 -9.91% 164
Midlands +4 130 £450 -14.29% 197
East of England -19 88 £450 -10.00% 158
West Midlands -6 77 £450 -19.10% 138
East Midlands +5 52 £438 -12.50% 58
North East +4 30 £600 -11.11% 32
Wales +14 20 £550 +4.76% 32
Northern Ireland +2 9 £413 -17.50% 32

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
1 366 (9.05%) Apache Airflow
2 323 (7.99%) Apache
3 147 (3.63%) Apache Spark
4 130 (3.21%) Confluence
5 57 (1.41%) SAS
6 33 (0.82%) SharePoint
7 28 (0.69%) OpenStack
8 23 (0.57%) nginx
9 17 (0.42%) Jupyter
10 13 (0.32%) CMS
11 12 (0.30%) ArcGIS
11 12 (0.30%) Blackberry Enterprise Server
12 10 (0.25%) Drupal
13 9 (0.22%) WordPress
14 8 (0.20%) Site Server
15 7 (0.17%) BizTalk Server
15 7 (0.17%) IIS
15 7 (0.17%) JBoss
16 6 (0.15%) Cloud Foundry
17 5 (0.12%) Gunicorn
Applications
1 125 (3.09%) Chatbot
2 76 (1.88%) Microsoft Excel
3 23 (0.57%) Microsoft Office
4 16 (0.40%) Sketch
5 15 (0.37%) MS Visio
5 15 (0.37%) SPSS
6 10 (0.25%) Simulink
7 9 (0.22%) Spreadsheet
8 6 (0.15%) CANalyzer
8 6 (0.15%) Microsoft PowerPoint
9 5 (0.12%) CPLEX
10 3 (0.074%) InVision
11 2 (0.049%) Stata
11 2 (0.049%) Trello
12 1 (0.025%) Houdini
12 1 (0.025%) Revit
Business Applications
1 23 (0.57%) Aladdin
2 10 (0.25%) Dynamics CRM
2 10 (0.25%) Maximo
3 8 (0.20%) Distributed Ledger
3 8 (0.20%) Odoo
4 7 (0.17%) Endur
4 7 (0.17%) NEC Housing
4 7 (0.17%) SimCorp Dimension
5 5 (0.12%) ION MarketView
5 5 (0.12%) Magento
6 4 (0.099%) Adobe Campaign
6 4 (0.099%) FastStats
6 4 (0.099%) SAP S/4HANA
6 4 (0.099%) Shopify
6 4 (0.099%) 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 1,449 (35.82%) AWS
2 1,059 (26.18%) Azure
3 521 (12.88%) GCP
4 365 (9.02%) Serverless
5 260 (6.43%) GitHub
6 253 (6.25%) Amazon S3
7 248 (6.13%) Power Platform
8 242 (5.98%) AWS Lambda
9 230 (5.69%) Snowflake
10 200 (4.94%) dbt
11 195 (4.82%) Azure DevOps
12 153 (3.78%) Amazon EC2
13 134 (3.31%) Azure Data Factory
14 106 (2.62%) AWS CloudFormation
15 98 (2.42%) OpenShift
16 94 (2.32%) Amazon CloudWatch
17 86 (2.13%) Amazon EKS
18 82 (2.03%) GitHub Actions
19 65 (1.61%) Cloud Computing
20 64 (1.58%) PaaS
Communications & Networking
1 150 (3.71%) Firewall
2 81 (2.00%) DNS
3 74 (1.83%) TCP/IP
4 60 (1.48%) Network Security
4 60 (1.48%) VPN
5 49 (1.21%) BGP
6 43 (1.06%) DHCP
7 39 (0.96%) Wireless
8 34 (0.84%) MPLS
9 33 (0.82%) HTTP
9 33 (0.82%) SAN
9 33 (0.82%) Wi-Fi
10 28 (0.69%) OSPF
10 28 (0.69%) Radio Access Network
11 27 (0.67%) 5G
11 27 (0.67%) WAN
12 26 (0.64%) Cisco Nexus
12 26 (0.64%) Internet
13 25 (0.62%) LAN
13 25 (0.62%) VLAN
Database & Business Intelligence
1 273 (6.75%) Data Lake
2 265 (6.55%) PostgreSQL
3 233 (5.76%) Power BI
4 224 (5.54%) Big Data
5 217 (5.36%) Data Warehouse
6 199 (4.92%) Amazon Athena
7 196 (4.85%) Apache Ignite
8 190 (4.70%) NoSQL
9 157 (3.88%) Tableau
10 151 (3.73%) Dremio
11 149 (3.68%) Apache Arrow
12 141 (3.49%) SQL Server
13 129 (3.19%) Relational Database
14 118 (2.92%) Amazon Redshift
15 111 (2.74%) MongoDB
16 110 (2.72%) Amazon RDS
17 93 (2.30%) BigQuery
18 79 (1.95%) MySQL
19 76 (1.88%) Hadoop
20 70 (1.73%) Elasticsearch
Development Applications
1 493 (12.19%) Git
2 452 (11.17%) Jenkins
3 266 (6.58%) JIRA
4 194 (4.80%) GitLab
5 86 (2.13%) Bitbucket
6 78 (1.93%) Cypress.io
7 76 (1.88%) Selenium
8 53 (1.31%) Atlassian Bamboo
9 43 (1.06%) Artifactory
10 39 (0.96%) JMeter
10 39 (0.96%) Sonatype Nexus
11 37 (0.91%) Robot Framework
11 37 (0.91%) TeamCity
12 32 (0.79%) Cucumber
13 27 (0.67%) Subversion
14 26 (0.64%) Maven
15 24 (0.59%) Postman
16 23 (0.57%) JUnit
16 23 (0.57%) Visual Studio
17 22 (0.54%) CircleCI
General
1 979 (24.20%) Finance
2 741 (18.32%) Social Skills
3 528 (13.05%) Banking
4 453 (11.20%) Analytical Skills
5 432 (10.68%) Front Office
6 229 (5.66%) Investment Banking
7 227 (5.61%) Public Sector
8 82 (2.03%) Marketing
9 80 (1.98%) Retail
10 67 (1.66%) Telecoms
11 51 (1.26%) Pharmaceutical
12 50 (1.24%) Manufacturing
13 44 (1.09%) Back Office
14 40 (0.99%) Presentation Skills
15 34 (0.84%) Electronics
16 33 (0.82%) Aerospace
17 32 (0.79%) Inclusion and Diversity
18 31 (0.77%) Financial Institution
19 23 (0.57%) Organisational Skills
20 20 (0.49%) Legal
Job Titles
1 1,111 (27.47%) Developer
2 508 (12.56%) Python Developer
3 467 (11.55%) Senior
4 428 (10.58%) Data Engineer
5 351 (8.68%) Analyst
6 323 (7.99%) Software Engineer
7 314 (7.76%) Python Engineer
8 310 (7.66%) DevOps Engineer
9 256 (6.33%) Architect
10 239 (5.91%) AWS Engineer
11 229 (5.66%) Lead
12 221 (5.46%) Software Developer
13 162 (4.00%) Python Software Engineer
14 153 (3.78%) Azure Engineer
15 150 (3.71%) Data Analyst
16 141 (3.49%) Full Stack Developer
17 129 (3.19%) Developer/Software Engineer
18 111 (2.74%) Data Scientist
19 108 (2.67%) React Developer
20 97 (2.40%) Network Engineer
Libraries, Frameworks & Software Standards
1 320 (7.91%) React
2 241 (5.96%) HTML
3 240 (5.93%) Pandas
4 234 (5.78%) gRPC
5 222 (5.49%) Protocol Buffers
6 215 (5.32%) PySpark
7 205 (5.07%) NumPy
8 200 (4.94%) Kafka
9 156 (3.86%) REST
9 156 (3.86%) SciPy
10 142 (3.51%) Node.js
11 135 (3.34%) .NET
12 121 (2.99%) RESTful
13 103 (2.55%) JSON
14 100 (2.47%) CSS
15 96 (2.37%) Redux
16 87 (2.15%) Django
17 82 (2.03%) AngularJS
18 79 (1.95%) Material-UI
19 76 (1.88%) Elastic Stack
Miscellaneous
1 312 (7.71%) Hedge funds
2 289 (7.14%) Fixed Income
3 277 (6.85%) Derivative
4 221 (5.46%) Equities
5 214 (5.29%) Foreign Exchange (FX)
6 154 (3.81%) Algorithms
7 130 (3.21%) Product Ownership
8 107 (2.65%) Distributed Systems
9 90 (2.22%) Data Structures
10 75 (1.85%) Linux Command Line
11 73 (1.80%) Data Protection Act
12 68 (1.68%) Cloud Native
12 68 (1.68%) Data Centre
13 64 (1.58%) Public Cloud
14 63 (1.56%) Management Information System
15 62 (1.53%) PKI
16 53 (1.31%) Self-Motivation
17 46 (1.14%) Onboarding
18 39 (0.96%) Greenfield Project
19 35 (0.87%) Replication
Operating Systems
1 597 (14.76%) Linux
2 268 (6.63%) Windows
3 196 (4.85%) Unix
4 108 (2.67%) Red Hat Enterprise Linux
5 100 (2.47%) Windows Server
6 33 (0.82%) Android
7 27 (0.67%) Apple iOS
7 27 (0.67%) Ubuntu
8 25 (0.62%) CentOS
9 21 (0.52%) Windows Server 2019
10 19 (0.47%) Debian
10 19 (0.47%) zOS
11 12 (0.30%) Mac OS
12 10 (0.25%) VMS
13 9 (0.22%) Embedded Linux
13 9 (0.22%) Solaris
14 7 (0.17%) Kali Linux
15 6 (0.15%) Oracle Linux
15 6 (0.15%) Windows 10
16 5 (0.12%) Windows Server 2016
Processes & Methodologies
1 1,131 (27.96%) Agile
2 1,042 (25.76%) DevOps
3 854 (21.11%) CI/CD
4 759 (18.76%) Software Engineering
5 548 (13.55%) Problem-Solving
6 487 (12.04%) Analytics
7 455 (11.25%) Artificial Intelligence
8 394 (9.74%) Machine Learning
9 366 (9.05%) Computer Science
10 355 (8.78%) Data Modelling
11 353 (8.73%) Asset Management
12 348 (8.60%) ETL
13 346 (8.55%) Infrastructure as Code
14 344 (8.50%) Test Automation
15 326 (8.06%) Data Pipeline
16 304 (7.52%) Data Science
17 303 (7.49%) Business Intelligence
18 293 (7.24%) Investment Management
19 273 (6.75%) Full Stack Development
20 265 (6.55%) Containerisation
Programming Languages
1 1,294 (31.99%) SQL
2 859 (21.24%) Java
3 657 (16.24%) JavaScript
4 437 (10.80%) PowerShell
5 376 (9.30%) C#
6 354 (8.75%) Bash
7 304 (7.52%) TypeScript
8 287 (7.10%) C++
9 196 (4.85%) Go
10 169 (4.18%) Perl
11 155 (3.83%) Shell Script
12 153 (3.78%) R
13 142 (3.51%) C
14 130 (3.21%) Scala
15 81 (2.00%) Ruby
16 50 (1.24%) T-SQL
17 46 (1.14%) Groovy
18 36 (0.89%) Rust
18 36 (0.89%) VBA
19 27 (0.67%) VBScript
Qualifications
1 638 (15.77%) Security Cleared
2 538 (13.30%) Degree
3 448 (11.08%) SC Cleared
4 197 (4.87%) Computer Science Degree
5 181 (4.47%) DV Cleared
6 98 (2.42%) Master's Degree
7 66 (1.63%) Cisco Certification
8 65 (1.61%) AWS Certification
9 55 (1.36%) CCNP
10 44 (1.09%) PhD
11 38 (0.94%) Numerate Degree
12 35 (0.87%) Azure Certification
12 35 (0.87%) CCNA
13 23 (0.57%) AWS Certified DevOps Engineer
14 21 (0.52%) AWS Certified Solutions Architect
15 19 (0.47%) CISSP
16 18 (0.44%) BPSS Clearance
16 18 (0.44%) OSCP
17 17 (0.42%) CCIE
18 14 (0.35%) CEH
Quality Assurance & Compliance
1 211 (5.22%) Data Quality
2 166 (4.10%) QA
3 32 (0.79%) Accessibility
3 32 (0.79%) GDPR
4 22 (0.54%) NIST
5 19 (0.47%) PCI DSS
6 15 (0.37%) MISRA
7 13 (0.32%) ISO/IEC 27001
8 12 (0.30%) Disclosure Scotland
9 9 (0.22%) SLA
10 8 (0.20%) GxP
10 8 (0.20%) JTAG
11 7 (0.17%) Good Clinical Practice
11 7 (0.17%) RMADS
12 6 (0.15%) Actionable Recommendations
12 6 (0.15%) CDISC
12 6 (0.15%) Sarbanes-Oxley
13 5 (0.12%) HIPAA
13 5 (0.12%) NCSC
14 4 (0.099%) Cyber Essentials
System Software
1 504 (12.46%) Docker
2 129 (3.19%) Active Directory
3 110 (2.72%) VMware Infrastructure
4 43 (1.06%) Virtual Machines
5 37 (0.91%) vSphere
6 35 (0.87%) VMware NSX
7 30 (0.74%) Firmware
8 26 (0.64%) NFS
9 20 (0.49%) Hyper-V
10 19 (0.47%) Time Sharing Option
11 16 (0.40%) Apache ZooKeeper
11 16 (0.40%) VMware ESXi
12 11 (0.27%) HDFS
13 9 (0.22%) KVM
14 7 (0.17%) Embedded Firmware
14 7 (0.17%) Virtual Desktop
15 5 (0.12%) Veritas Cluster Server
16 4 (0.099%) Slurm Workload Manager
16 4 (0.099%) vCloud
16 4 (0.099%) VirtualBox
Systems Management
1 691 (17.08%) Terraform
2 631 (15.60%) Kubernetes
3 500 (12.36%) Ansible
4 181 (4.47%) Grafana
5 160 (3.96%) Prometheus
6 102 (2.52%) Puppet
7 70 (1.73%) Progress Chef
8 48 (1.19%) Kibana
9 31 (0.77%) logstash
9 31 (0.77%) Packer
10 29 (0.72%) Single Sign-On
11 27 (0.67%) PowerCLI
12 23 (0.57%) Docker Swarm
12 23 (0.57%) Tivoli Storage Manager
13 22 (0.54%) ITRS Geneos
14 21 (0.52%) Argo
14 21 (0.52%) Consul
15 16 (0.40%) Nagios
15 16 (0.40%) vRealize
16 13 (0.32%) SCCM
Vendors
1 302 (7.47%) Microsoft
2 254 (6.28%) Google
3 225 (5.56%) Databricks
4 166 (4.10%) Splunk
5 163 (4.03%) VMware
6 161 (3.98%) Oracle
7 121 (2.99%) PayPal
8 102 (2.52%) Cisco
9 80 (1.98%) SAP
10 75 (1.85%) Red Hat
11 72 (1.78%) IBM
12 57 (1.41%) Dell
13 51 (1.26%) Atlassian
14 50 (1.24%) Palo Alto
15 49 (1.21%) Salesforce
16 46 (1.14%) F5
17 38 (0.94%) Sybase
18 37 (0.91%) Dynatrace
18 37 (0.91%) ServiceNow
19 36 (0.89%) Bloomberg