Algorithms Contract Job Trends

Algorithms
UK

The table below looks at the prevalence of the term Algorithms in contract job vacancies. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Algorithms over the 6 months leading up to 26 December 2025, comparing them to the same period in the previous two years.

6 months to
26 Dec 2025
Same period 2024 Same period 2023
Rank 278 247 301
Rank change year-on-year -31 +54 +23
Contract jobs citing Algorithms 349 345 319
As % of all contract jobs in the UK 0.94% 1.02% 0.73%
As % of the Miscellaneous category 2.71% 3.19% 2.32%
Number of daily rates quoted 212 215 225
10th Percentile £335 £375 £384
25th Percentile £408 £449 £500
Median daily rate (50th Percentile) £550 £594 £630
Median % change year-on-year -7.41% -5.71% -11.89%
75th Percentile £738 £688 £775
90th Percentile £1,050 £845 £864
UK excluding London median daily rate £504 £495 £590
% change year-on-year +1.72% -16.10% -12.59%
Number of hourly rates quoted 20 20 16
10th Percentile £31.13 £25.10 £35.00
25th Percentile £57.44 £27.21 £42.50
Median hourly rate £65.50 £50.00 £57.50
Median % change year-on-year +31.00% -13.04% +1.13%
75th Percentile £68.50 £59.38 £64.65
90th Percentile £79.10 £75.00 £70.25
UK excluding London median hourly rate £66.50 £47.50 £57.50
% change year-on-year +40.00% -17.39% +1.13%

All Generic Skills
UK

Algorithms falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring generic IT skills.

Contract vacancies with a requirement for generic IT skills 12,896 10,804 13,736
As % of all contract IT jobs advertised in the UK 34.68% 32.02% 31.38%
Number of daily rates quoted 8,081 6,457 9,136
10th Percentile £278 £265 £263
25th Percentile £406 £409 £413
Median daily rate (50th Percentile) £503 £530 £550
Median % change year-on-year -5.19% -3.64% -
75th Percentile £625 £656 £668
90th Percentile £738 £775 £768
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 632 329 512
10th Percentile £13.94 £17.25 £16.25
25th Percentile £18.24 £23.30 £20.00
Median hourly rate £27.27 £33.54 £42.19
Median % change year-on-year -18.69% -20.50% +20.54%
75th Percentile £60.65 £64.75 £65.00
90th Percentile £75.00 £80.75 £76.73
UK excluding London median hourly rate £27.36 £32.50 £44.75
% change year-on-year -15.83% -27.37% +50.57%

Algorithms
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing Algorithms relative to all contract IT jobs advertised.

Algorithms job vacancy trend in the UK

Algorithms
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Algorithms.

Contractor daily rate distribution trend for jobs in the UK citing Algorithms

Algorithms
Daily Rate Histogram

Daily rate distribution for jobs citing Algorithms over the 6 months to 26 December 2025.

Daily rate histogram for Algorithms in the UK

Algorithms
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Algorithms.

Contractor hourly rate distribution trend for jobs in the UK citing Algorithms

Algorithms
Hourly Rate Histogram

Hourly rate distribution of jobs citing Algorithms over the 6 months to 26 December 2025.

Hourly rate histogram for Algorithms in the UK

Algorithms
Top 15 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Algorithms within the UK over the 6 months to 26 December 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 -28 301 £550 -9.69% 1,040
London -6 169 £600 -4.00% 207
UK excluding London -36 146 £504 +1.72% 912
Work from Home -25 73 £575 +17.95% 385
East of England -2 37 £345 -42.50% 144
South East +8 33 £513 +5.13% 256
North of England -51 33 £550 +12.36% 185
Yorkshire -17 25 £675 - 81
Scotland +5 18 £418 -1.76% 44
West Midlands -24 17 £538 +34.38% 63
Midlands -42 17 £538 +34.38% 141
South West -23 7 £525 -21.35% 128
North West -43 7 £180 -63.23% 86
Wales -6 3 - - 23
North East - 1 £400 - 18

Algorithms
Co-Occurring Skills & Capabilities 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 19 (5.44%) Apache Spark
2 15 (4.30%) Apache
3 11 (3.15%) Jupyter
4 8 (2.29%) Apache Pig
5 7 (2.01%) Apache Airflow
6 5 (1.43%) Confluence
7 3 (0.86%) IIS
8 2 (0.57%) SharePoint
Applications
1 15 (4.30%) Microsoft Excel
2 8 (2.29%) Chatbot
3 6 (1.72%) Simulink
4 3 (0.86%) Microsoft Office
4 3 (0.86%) Microsoft PowerPoint
5 1 (0.29%) CPLEX
5 1 (0.29%) LaTeX
Business Applications
1 3 (0.86%) ProductWriter
2 1 (0.29%) Actimize
2 1 (0.29%) Bloomberg AIM
2 1 (0.29%) Fidessa
2 1 (0.29%) Temenos T24
Cloud Services
1 73 (20.92%) Azure
2 65 (18.62%) AWS
3 31 (8.88%) Power Platform
4 29 (8.31%) GCP
5 20 (5.73%) Serverless
6 19 (5.44%) GitHub
7 17 (4.87%) Cloud Computing
8 16 (4.58%) Amazon SageMaker
9 13 (3.72%) Azure AKS
10 12 (3.44%) GitHub Copilot
10 12 (3.44%) PaaS
11 11 (3.15%) Amazon S3
11 11 (3.15%) AWS Lambda
12 9 (2.58%) Azure Functions
12 9 (2.58%) Azure Machine Learning
12 9 (2.58%) npm
13 8 (2.29%) Amazon ECS
13 8 (2.29%) Amazon EKS
13 8 (2.29%) AWS CloudFormation
13 8 (2.29%) Snowflake
Communications & Networking
1 5 (1.43%) Ethernet
2 4 (1.15%) Internet
2 4 (1.15%) SSL
2 4 (1.15%) VPN
3 3 (0.86%) HTTP
3 3 (0.86%) S/MIME
4 2 (0.57%) 2G
4 2 (0.57%) 5G
4 2 (0.57%) LTE
4 2 (0.57%) Mobile Backhaul
4 2 (0.57%) Network Security
4 2 (0.57%) SNMP
4 2 (0.57%) SSH
4 2 (0.57%) VoIP
4 2 (0.57%) Wireless
5 1 (0.29%) Ethernet VPN
5 1 (0.29%) F5 BIG-IP LTM
5 1 (0.29%) FIX Connectivity
5 1 (0.29%) SD-WAN
5 1 (0.29%) VXLAN
Database & Business Intelligence
1 29 (8.31%) Power BI
2 22 (6.30%) NoSQL
3 20 (5.73%) Hadoop
4 19 (5.44%) Relational Database
5 16 (4.58%) Tableau
6 15 (4.30%) Big Data
6 15 (4.30%) KDB
7 14 (4.01%) Kdb+
8 11 (3.15%) Data Mining
9 10 (2.87%) PostgreSQL
10 9 (2.58%) Apache Hive
11 8 (2.29%) Data Lake
12 7 (2.01%) Data Warehouse
12 7 (2.01%) Elasticsearch
12 7 (2.01%) RDBMS
13 5 (1.43%) MongoDB
13 5 (1.43%) MySQL
14 4 (1.15%) DB2
14 4 (1.15%) MemSQL
14 4 (1.15%) Sybase IQ
Development Applications
1 30 (8.60%) Git
2 18 (5.16%) GitLab
3 17 (4.87%) JIRA
4 12 (3.44%) Visual Studio
5 11 (3.15%) Jenkins
6 10 (2.87%) Artifactory
7 8 (2.29%) MLflow
8 5 (1.43%) Cucumber
8 5 (1.43%) PyCharm
8 5 (1.43%) QUnit
9 4 (1.15%) JUnit
10 3 (0.86%) Gradle
10 3 (0.86%) Maven
11 2 (0.57%) Cypress.io
11 2 (0.57%) GoCD
11 2 (0.57%) Log4j
11 2 (0.57%) Mockito
11 2 (0.57%) SonarQube
11 2 (0.57%) Sonatype Nexus
11 2 (0.57%) TeamCity
General
1 114 (32.66%) Social Skills
2 67 (19.20%) Finance
3 55 (15.76%) Analytical Skills
4 38 (10.89%) Front Office
5 32 (9.17%) Banking
6 18 (5.16%) Public Sector
7 11 (3.15%) Investment Banking
7 11 (3.15%) Manufacturing
8 8 (2.29%) Legal
8 8 (2.29%) Retail
9 7 (2.01%) Electronics
10 6 (1.72%) Telecoms
11 5 (1.43%) Games
11 5 (1.43%) Marketing
12 4 (1.15%) Financial Institution
12 4 (1.15%) Influencing Skills
12 4 (1.15%) Publishing
13 3 (0.86%) Inclusion and Diversity
14 2 (0.57%) Aerospace
14 2 (0.57%) Presentation Skills
Job Titles
1 107 (30.66%) Developer
2 44 (12.61%) Data Scientist
3 39 (11.17%) Senior
4 30 (8.60%) Artificial Intelligence Engineer
5 25 (7.16%) Lead
6 24 (6.88%) Software Engineer
7 21 (6.02%) Python Developer
8 20 (5.73%) Data Engineer
8 20 (5.73%) Java Developer
9 18 (5.16%) Quantitative Developer
9 18 (5.16%) Senior Developer
10 17 (4.87%) C++ Developer
11 14 (4.01%) Architect
12 13 (3.72%) Analyst
13 11 (3.15%) Machine Learning Engineer
13 11 (3.15%) Software Developer
14 10 (2.87%) C++ Quantitative Developer
14 10 (2.87%) Gen AI Engineer
14 10 (2.87%) Linux Developer
14 10 (2.87%) Low Latency C++ Developer
Libraries, Frameworks & Software Standards
1 50 (14.33%) TensorFlow
2 47 (13.47%) PyTorch
3 39 (11.17%) scikit-learn
4 38 (10.89%) Pandas
5 30 (8.60%) NumPy
6 23 (6.59%) .NET
7 20 (5.73%) FIX Protocol
7 20 (5.73%) React
8 17 (4.87%) RESTful
9 15 (4.30%) CSS
9 15 (4.30%) HTML
10 14 (4.01%) Node.js
11 13 (3.72%) AngularJS
11 13 (3.72%) Semantic Kernel
12 12 (3.44%) REST
13 11 (3.15%) Matplotlib
14 10 (2.87%) .NET Framework
14 10 (2.87%) XGBoost
15 9 (2.58%) PySpark
15 9 (2.58%) Svelte
Miscellaneous
1 77 (22.06%) Data Structures
2 31 (8.88%) Distributed Systems
3 22 (6.30%) Cloud Native
3 22 (6.30%) Equities
3 22 (6.30%) Foreign Exchange (FX)
4 19 (5.44%) Fixed Income
5 18 (5.16%) Derivative
6 14 (4.01%) Product Ownership
7 12 (3.44%) Distributed Computing
7 12 (3.44%) PKI
8 11 (3.15%) Robotics
9 10 (2.87%) Equity Derivative
9 10 (2.87%) FPGA
10 8 (2.29%) Analytical Mindset
10 8 (2.29%) Clustering
10 8 (2.29%) Data Protection Act
11 5 (1.43%) Onboarding
11 5 (1.43%) PCIe
11 5 (1.43%) Verilog
11 5 (1.43%) VHDL
Operating Systems
1 35 (10.03%) Linux
2 14 (4.01%) Unix
3 3 (0.86%) Android
3 3 (0.86%) Apple iOS
3 3 (0.86%) Windows
4 2 (0.57%) Windows Server
5 1 (0.29%) Robot Operating System
Processes & Methodologies
1 173 (49.57%) Machine Learning
2 104 (29.80%) AI
3 99 (28.37%) Data Science
4 94 (26.93%) Computer Science
5 93 (26.65%) Agile
6 86 (24.64%) Problem-Solving
7 68 (19.48%) CI/CD
8 62 (17.77%) LLM
9 58 (16.62%) Analytics
9 58 (16.62%) Software Engineering
10 55 (15.76%) Data Pipeline
10 55 (15.76%) Mathematics
11 53 (15.19%) Visualisation
12 46 (13.18%) Data Engineering
12 46 (13.18%) Decision-Making
12 46 (13.18%) Statistics
13 43 (12.32%) Deep Learning
14 38 (10.89%) Data Visualisation
15 37 (10.60%) Containerisation
15 37 (10.60%) DevOps
Programming Languages
1 199 (57.02%) Python
2 69 (19.77%) SQL
3 63 (18.05%) Java
4 44 (12.61%) C++
5 28 (8.02%) C#
6 25 (7.16%) TypeScript
7 19 (5.44%) JavaScript
8 18 (5.16%) Scala
9 16 (4.58%) PowerShell
9 16 (4.58%) R
10 14 (4.01%) MATLAB
11 13 (3.72%) Bash
12 5 (1.43%) SystemVerilog
12 5 (1.43%) Tcl
13 4 (1.15%) Go
13 4 (1.15%) Rust
14 3 (0.86%) C
15 2 (0.57%) Perl
15 2 (0.57%) VBA
15 2 (0.57%) VC++
Qualifications
1 82 (23.50%) Degree
2 41 (11.75%) Security Cleared
3 28 (8.02%) Computer Science Degree
4 27 (7.74%) SC Cleared
5 25 (7.16%) Master's Degree
6 14 (4.01%) PhD
7 13 (3.72%) MCP
8 11 (3.15%) Numerate Degree
9 6 (1.72%) CISSP
10 5 (1.43%) HNC
10 5 (1.43%) HND
11 4 (1.15%) CISM
11 4 (1.15%) DBS Check
11 4 (1.15%) DV Cleared
11 4 (1.15%) GIAC
12 3 (0.86%) Cisco Certification
12 3 (0.86%) Postgraduate
13 2 (0.57%) BPSS Clearance
13 2 (0.57%) CEH
14 1 (0.29%) (ISC)2 CCSP
Quality Assurance & Compliance
1 19 (5.44%) NIST
2 15 (4.30%) EU AI Act
2 15 (4.30%) QA
3 10 (2.87%) Data Quality
4 7 (2.01%) Accessibility
4 7 (2.01%) PCI DSS
5 6 (1.72%) GDPR
5 6 (1.72%) ISO/IEC 27001
6 5 (1.43%) DO-254
6 5 (1.43%) FIPS 140-2
7 3 (0.86%) SLA
8 2 (0.57%) EMIR
8 2 (0.57%) ISO/IEC 20000
9 1 (0.29%) Disclosure Scotland
9 1 (0.29%) JSP 440
9 1 (0.29%) NCSC
9 1 (0.29%) PMO
9 1 (0.29%) RMADS
9 1 (0.29%) Software Quality Assurance
System Software
1 37 (10.60%) Docker
2 7 (2.01%) Firmware
3 3 (0.86%) Virtual Machines
4 1 (0.29%) Active Directory
4 1 (0.29%) Squid
Systems Management
1 41 (11.75%) Kubernetes
2 19 (5.44%) Terraform
3 9 (2.58%) Ansible
4 7 (2.01%) Grafana
5 5 (1.43%) Kibana
5 5 (1.43%) logstash
6 4 (1.15%) ITRS Geneos
7 2 (0.57%) Kubeflow
7 2 (0.57%) Prometheus
7 2 (0.57%) rkt
7 2 (0.57%) Single Sign-On
8 1 (0.29%) Rundeck
Vendors
1 39 (11.17%) Microsoft
2 16 (4.58%) Databricks
3 15 (4.30%) Splunk
4 13 (3.72%) Foundry
4 13 (3.72%) Google
5 10 (2.87%) Xilinx
6 7 (2.01%) Thales
6 7 (2.01%) TIBCO
7 6 (1.72%) Intel
8 5 (1.43%) Actel
8 5 (1.43%) Altera
8 5 (1.43%) Microsemi
8 5 (1.43%) Solace
9 4 (1.15%) SAP
10 3 (0.86%) Delphix
10 3 (0.86%) Dynatrace
10 3 (0.86%) ION Trading
10 3 (0.86%) Oracle
11 2 (0.57%) Dataiku
11 2 (0.57%) Sage