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 2 August 2026, comparing them to the same period in the previous two years.

6 months to
2 Aug 2026
Same period 2025 Same period 2024
Rank 366 274 283
Rank change year-on-year -92 +9 +8
Contract jobs citing Algorithms 338 319 318
As % of all contract jobs in the UK 0.63% 0.96% 0.81%
As % of the Miscellaneous category 1.89% 2.77% 2.65%
Number of daily rates quoted 193 193 209
10th Percentile £198 £385 £375
25th Percentile £388 £463 £463
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -
75th Percentile £700 £700 £775
90th Percentile £825 £850 £865
UK excluding London median daily rate £381 £513 £500
% change year-on-year -25.66% +2.50% -
Number of hourly rates quoted 37 27 34
10th Percentile £50.15 £22.32 £29.10
25th Percentile - £49.75 £34.31
Median hourly rate £65.00 £67.00 £51.25
Median % change year-on-year -2.99% +30.73% +127.78%
75th Percentile £70.00 £75.00 £58.75
90th Percentile £88.75 £88.00 £72.00
UK excluding London median hourly rate £65.00 £69.75 £55.00
% change year-on-year -6.81% +26.82% +150.00%

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 17,847 11,525 11,987
As % of all contract IT jobs advertised in the UK 33.45% 34.82% 30.55%
Number of daily rates quoted 10,874 7,108 7,705
10th Percentile £320 £302 £300
25th Percentile £420 £406 £425
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £638 £640 £675
90th Percentile £750 £775 £818
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 969 552 630
10th Percentile £15.90 £15.13 £12.30
25th Percentile £19.85 £18.87 £17.61
Median hourly rate £43.96 £29.50 £42.50
Median % change year-on-year +49.02% -30.59% +15.25%
75th Percentile £70.00 £57.50 £65.02
90th Percentile £85.00 £76.25 £75.00
UK excluding London median hourly rate £43.96 £30.00 £45.00
% change year-on-year +46.53% -33.33% -

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 2 August 2026.

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 2 August 2026.

Hourly rate histogram for Algorithms in the UK

Algorithms
Top 16 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 2 August 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
England -90 288 £550 +0.09% 465
London -48 168 £667 +16.00% 252
UK excluding London -93 133 £381 -25.66% 242
Work from Home -41 100 £625 +25.00% 157
South East -60 42 £500 - 72
South West -20 29 - - 28
North of England -65 19 £398 -31.53% 42
East of England -36 16 £200 -61.90% 57
North West -54 13 £415 -26.22% 20
Scotland -11 12 £556 +11.10% 7
Midlands -49 10 £306 -37.75% 27
West Midlands -56 7 £463 -19.57% 9
Yorkshire -39 6 £215 -64.12% 10
Wales -13 4 £550 -18.52% 9
East Midlands -14 3 £180 -36.51% 18
Northern Ireland 0 1 - - 9

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 12 (3.55%) Apache Airflow
1 12 (3.55%) Apache Spark
2 8 (2.37%) Confluence
3 4 (1.18%) Apache
4 3 (0.89%) Jupyter
5 1 (0.30%) Ethereum
5 1 (0.30%) IIS
5 1 (0.30%) Palantir Foundry
5 1 (0.30%) SAS
5 1 (0.30%) Solana
Applications
1 10 (2.96%) CPLEX
2 5 (1.48%) Microsoft Excel
3 3 (0.89%) Microsoft Office
3 3 (0.89%) Microsoft PowerPoint
3 3 (0.89%) Spreadsheet
4 2 (0.59%) Simulink
5 1 (0.30%) Chatbot
Business Applications
1 11 (3.25%) SAP IBP
2 7 (2.07%) ProductWriter
3 2 (0.59%) Bloomberg AIM
3 2 (0.59%) Fidessa
3 2 (0.59%) IBM Operational Decision Manager
4 1 (0.30%) SAP APO
4 1 (0.30%) SAP ERP
Cloud Services
1 59 (17.46%) AWS
2 58 (17.16%) Azure
3 41 (12.13%) GCP
4 18 (5.33%) GitHub
5 11 (3.25%) AWS Lambda
5 11 (3.25%) Serverless
6 9 (2.66%) Amazon ECS
6 9 (2.66%) Azure DevOps
7 8 (2.37%) Cloud Computing
7 8 (2.37%) Dagster
8 7 (2.07%) Amazon EKS
8 7 (2.07%) GitHub Actions
8 7 (2.07%) Google Gemini
8 7 (2.07%) Power Platform
9 6 (1.78%) Amazon CloudWatch
9 6 (1.78%) Amazon S3
9 6 (1.78%) Vertex AI
10 5 (1.48%) Amazon SageMaker
10 5 (1.48%) SaaS
10 5 (1.48%) Snowflake
Communications & Networking
1 16 (4.73%) HTTP
2 6 (1.78%) DNS
2 6 (1.78%) Firewall
2 6 (1.78%) Multicast
3 4 (1.18%) HTTPS
3 4 (1.18%) SSL
4 3 (0.89%) BIG-IP
4 3 (0.89%) F5 BIG-IP LTM
4 3 (0.89%) Network Security
4 3 (0.89%) TCP/IP
5 1 (0.30%) Broadband
5 1 (0.30%) DMZ
5 1 (0.30%) Ethernet
5 1 (0.30%) Reverse Proxy
5 1 (0.30%) SAN
Database & Business Intelligence
1 19 (5.62%) MongoDB
2 18 (5.33%) NoSQL
2 18 (5.33%) PostgreSQL
3 15 (4.44%) Relational Database
4 13 (3.85%) SQL Server
5 12 (3.55%) Big Data
6 9 (2.66%) Hadoop
7 7 (2.07%) KDB
7 7 (2.07%) Power BI
8 6 (1.78%) RDBMS
8 6 (1.78%) Tableau
9 5 (1.48%) DuckDB
10 4 (1.18%) Neo4j
11 3 (0.89%) Data Mining
11 3 (0.89%) Redis
11 3 (0.89%) Spark SQL
12 2 (0.59%) BigQuery
12 2 (0.59%) Pinecone
12 2 (0.59%) TigerGraph
12 2 (0.59%) Weaviate
Development Applications
1 42 (12.43%) Git
2 17 (5.03%) GitLab
3 11 (3.25%) Jenkins
4 7 (2.07%) Claude Code
4 7 (2.07%) MLflow
5 3 (0.89%) Bitbucket
6 2 (0.59%) Gradle
6 2 (0.59%) JIRA
6 2 (0.59%) JMeter
6 2 (0.59%) Maven
6 2 (0.59%) Postman
6 2 (0.59%) TeamCity
7 1 (0.30%) Ant
7 1 (0.30%) Cucumber
7 1 (0.30%) Hardhat
7 1 (0.30%) JUnit
7 1 (0.30%) Octopus Deploy
7 1 (0.30%) Oracle Forms
7 1 (0.30%) Selenium
7 1 (0.30%) SoapUI
General
1 72 (21.30%) Social Skills
2 65 (19.23%) Analytical Skills
3 58 (17.16%) Finance
4 35 (10.36%) Banking
5 17 (5.03%) Front Office
5 17 (5.03%) Investment Banking
5 17 (5.03%) Public Sector
6 11 (3.25%) Aerospace
7 9 (2.66%) Telecoms
8 6 (1.78%) Inclusion and Diversity
8 6 (1.78%) Law
8 6 (1.78%) Manufacturing
9 5 (1.48%) Presentation Skills
10 4 (1.18%) Aviation
10 4 (1.18%) Documentation Skills
10 4 (1.18%) Marketing
11 3 (0.89%) Electronics
11 3 (0.89%) Military
11 3 (0.89%) Police
11 3 (0.89%) Retail
Job Titles
1 88 (26.04%) Developer
2 63 (18.64%) Senior
3 42 (12.43%) Data Scientist
4 39 (11.54%) Software Engineer
5 22 (6.51%) Algorithm Engineer
6 21 (6.21%) Java Developer
6 21 (6.21%) Python Developer
7 18 (5.33%) Senior Developer
8 16 (4.73%) Architect
8 16 (4.73%) Consultant
9 14 (4.14%) Artificial Intelligence Engineer
10 13 (3.85%) C++ Software Engineer
11 12 (3.55%) Data Engineer
11 12 (3.55%) Full-Stack Engineer
12 11 (3.25%) Lead
13 10 (2.96%) Quantitative Developer
13 10 (2.96%) SAP Consultant
13 10 (2.96%) Senior Java Developer
13 10 (2.96%) Solutions Architect
14 8 (2.37%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 33 (9.76%) Kafka
2 30 (8.88%) Pandas
2 30 (8.88%) PyTorch
3 26 (7.69%) NumPy
3 26 (7.69%) React
4 25 (7.40%) TensorFlow
5 19 (5.62%) FIX Protocol
5 19 (5.62%) JSON
5 19 (5.62%) scikit-learn
6 15 (4.44%) RESTful
7 14 (4.14%) PySpark
7 14 (4.14%) Spring
8 13 (3.85%) Spring Boot
9 12 (3.55%) FastAPI
10 11 (3.25%) REST
10 11 (3.25%) WebSockets
11 10 (2.96%) Hugging Face
11 10 (2.96%) LangChain
11 10 (2.96%) RabbitMQ
12 9 (2.66%) OpenAPI
Miscellaneous
1 87 (25.74%) Data Structures
2 51 (15.09%) Distributed Systems
3 23 (6.80%) Foreign Exchange (FX)
4 18 (5.33%) Cloud Native
5 17 (5.03%) Derivative
6 15 (4.44%) AI Agents
7 13 (3.85%) Product Ownership
8 10 (2.96%) Equities
9 7 (2.07%) IoT
9 7 (2.07%) Robotics
10 6 (1.78%) Data Protection Act
11 5 (1.48%) Enterprise Software
11 5 (1.48%) Fixed Income
11 5 (1.48%) Self-Motivation
12 4 (1.18%) Distributed Denial-of-Service
12 4 (1.18%) Exotic Derivative
12 4 (1.18%) OTC Derivatives
13 3 (0.89%) Embedded Systems
13 3 (0.89%) Reference Data
13 3 (0.89%) Virtual Team
Operating Systems
1 3 (0.89%) Linux
1 3 (0.89%) Windows
2 2 (0.59%) Android
3 1 (0.30%) Unix
3 1 (0.30%) VMS
3 1 (0.30%) Windows Server
Processes & Methodologies
1 119 (35.21%) Machine Learning
2 100 (29.59%) AI
3 92 (27.22%) Software Engineering
4 87 (25.74%) Computer Science
5 79 (23.37%) CI/CD
6 74 (21.89%) Problem-Solving
7 68 (20.12%) Data Science
8 56 (16.57%) Analytics
9 50 (14.79%) Mathematics
10 43 (12.72%) Containerisation
11 42 (12.43%) Microservices
12 41 (12.13%) Agile
13 39 (11.54%) Low Latency
14 37 (10.95%) Multithreading
15 36 (10.65%) Data Pipeline
15 36 (10.65%) DevOps
15 36 (10.65%) LLM
16 33 (9.76%) Observability
17 31 (9.17%) Data Analysis
18 30 (8.88%) Full-Stack Development
Programming Languages
1 149 (44.08%) Python
2 80 (23.67%) Java
3 69 (20.41%) SQL
4 40 (11.83%) C#
5 32 (9.47%) C++
6 26 (7.69%) TypeScript
7 23 (6.80%) JavaScript
8 18 (5.33%) PowerShell
9 16 (4.73%) R
10 13 (3.85%) MATLAB
10 13 (3.85%) Rust
11 11 (3.25%) Kotlin
12 10 (2.96%) Ada
13 8 (2.37%) Go
14 5 (1.48%) C
15 4 (1.18%) Scala
15 4 (1.18%) SPARQL
16 1 (0.30%) Bash
16 1 (0.30%) Embedded C
16 1 (0.30%) Embedded C++
Qualifications
1 70 (20.71%) Degree
2 41 (12.13%) Security Cleared
3 27 (7.99%) SC Cleared
4 24 (7.10%) Computer Science Degree
5 19 (5.62%) Master's Degree
6 16 (4.73%) BPSS Clearance
7 15 (4.44%) PhD
8 12 (3.55%) DBS Check
9 3 (0.89%) Numerate Degree
10 1 (0.30%) (ISC)2 CCSP
10 1 (0.30%) CEH
10 1 (0.30%) Cisco Certification
10 1 (0.30%) CISSP
10 1 (0.30%) DV Cleared
10 1 (0.30%) HNC
10 1 (0.30%) HND
10 1 (0.30%) Microsoft Certified Professional
Quality Assurance & Compliance
1 14 (4.14%) Data Quality
2 9 (2.66%) Accessibility
3 6 (1.78%) QA
4 4 (1.18%) ISO/IEC 27001
5 3 (0.89%) Actionable Recommendations
5 3 (0.89%) GDPR
5 3 (0.89%) NIST
5 3 (0.89%) PCI DSS
6 2 (0.59%) Disclosure Scotland
6 2 (0.59%) HIPAA
6 2 (0.59%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (0.59%) SOC 2
7 1 (0.30%) Automotive SPICE
7 1 (0.30%) DO-254
System Software
1 40 (11.83%) Docker
2 2 (0.59%) Apache ZooKeeper
2 2 (0.59%) Firmware
3 1 (0.30%) Active Directory
Systems Management
1 27 (7.99%) Kubernetes
2 9 (2.66%) Ansible
3 5 (1.48%) Grafana
4 4 (1.18%) Kubeflow
4 4 (1.18%) Terraform
5 3 (0.89%) Argo
6 2 (0.59%) Istio
7 1 (0.30%) Functional Safety
7 1 (0.30%) HP Fortify
7 1 (0.30%) Kibana
7 1 (0.30%) logstash
7 1 (0.30%) Prometheus
Vendors
1 19 (5.62%) Databricks
2 17 (5.03%) Microsoft
3 12 (3.55%) SAP
4 11 (3.25%) Google
5 10 (2.96%) OpenAI
5 10 (2.96%) Solace
6 8 (2.37%) IBM
7 7 (2.07%) IFS
8 6 (1.78%) Splunk
9 5 (1.48%) MathWorks
10 4 (1.18%) Dynatrace
10 4 (1.18%) Oracle
11 3 (0.89%) Duck Creek
11 3 (0.89%) F5
11 3 (0.89%) ForgeRock
11 3 (0.89%) Guidewire
12 2 (0.59%) AppDynamics
12 2 (0.59%) Bloomberg
12 2 (0.59%) Charles River
12 2 (0.59%) ClickSoftware Technologies