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 30 July 2026, comparing them to the same period in the previous two years.

6 months to
30 Jul 2026
Same period 2025 Same period 2024
Rank 354 266 285
Rank change year-on-year -88 +19 +1
Contract jobs citing Algorithms 336 319 326
As % of all contract jobs in the UK 0.63% 0.97% 0.82%
As % of the Miscellaneous category 1.90% 2.80% 2.67%
Number of daily rates quoted 190 194 212
10th Percentile £198 £388 £378
25th Percentile £391 £475 £463
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -
75th Percentile £700 £700 £775
90th Percentile £826 £850 £874
UK excluding London median daily rate £386 £519 £500
% change year-on-year -25.69% +3.75% -
Number of hourly rates quoted 40 28 35
10th Percentile £50.23 £22.37 £29.55
25th Percentile £62.13 £39.94 £36.38
Median hourly rate £65.00 £67.00 £52.50
Median % change year-on-year -2.99% +27.62% +133.33%
75th Percentile £70.00 £75.00 £58.75
90th Percentile £88.75 £88.00 £71.00
UK excluding London median hourly rate £65.00 £67.00 £55.00
% change year-on-year -2.99% +21.82% +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 17,664 11,396 12,196
As % of all contract IT jobs advertised in the UK 33.35% 34.73% 30.61%
Number of daily rates quoted 10,789 7,041 7,841
10th Percentile £322 £300 £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 £813
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 937 544 662
10th Percentile £16.01 £15.13 £12.28
25th Percentile £20.89 £18.87 £16.85
Median hourly rate £43.96 £29.75 £41.13
Median % change year-on-year +47.76% -27.66% +15.85%
75th Percentile £70.00 £57.50 £65.00
90th Percentile £85.40 £77.13 £73.18
UK excluding London median hourly rate £43.96 £30.00 £42.50
% change year-on-year +46.53% -29.41% -5.56%

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 30 July 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 30 July 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 30 July 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 -85 287 £550 - 416
London -60 165 £667 +16.00% 221
UK excluding London -85 134 £386 -25.69% 224
Work from Home -40 98 £625 +19.50% 131
South East -59 42 £500 - 66
South West -15 32 - - 33
North of England -67 19 £398 -31.53% 42
East of England -37 16 £200 -62.79% 52
North West -52 13 £415 -26.22% 22
Scotland -18 11 £556 +11.10% 11
Midlands -56 9 £400 -18.70% 22
West Midlands -60 7 £463 -26.00% 9
Yorkshire -43 6 £215 -64.12% 10
Wales -16 4 £550 -18.52% 1
East Midlands -13 2 £180 -36.51% 13
Northern Ireland -4 1 - - 8

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 (3.57%) Apache Airflow
1 12 (3.57%) Apache Spark
2 8 (2.38%) Confluence
3 4 (1.19%) 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 (2.98%) CPLEX
2 5 (1.49%) Microsoft Excel
3 3 (0.89%) Microsoft Office
3 3 (0.89%) Microsoft PowerPoint
4 2 (0.60%) Simulink
4 2 (0.60%) Spreadsheet
5 1 (0.30%) Chatbot
Business Applications
1 11 (3.27%) SAP IBP
2 7 (2.08%) ProductWriter
3 2 (0.60%) Bloomberg AIM
3 2 (0.60%) Fidessa
3 2 (0.60%) IBM Operational Decision Manager
4 1 (0.30%) SAP APO
4 1 (0.30%) SAP ERP
Cloud Services
1 58 (17.26%) AWS
2 57 (16.96%) Azure
3 40 (11.90%) GCP
4 18 (5.36%) GitHub
5 11 (3.27%) AWS Lambda
5 11 (3.27%) Serverless
6 9 (2.68%) Amazon ECS
6 9 (2.68%) Azure DevOps
7 8 (2.38%) Cloud Computing
7 8 (2.38%) Dagster
8 7 (2.08%) Amazon EKS
8 7 (2.08%) GitHub Actions
8 7 (2.08%) Google Gemini
8 7 (2.08%) Power Platform
9 6 (1.79%) Amazon CloudWatch
9 6 (1.79%) Amazon S3
9 6 (1.79%) Vertex AI
10 5 (1.49%) Amazon SageMaker
10 5 (1.49%) SaaS
10 5 (1.49%) Snowflake
Communications & Networking
1 16 (4.76%) HTTP
2 6 (1.79%) DNS
2 6 (1.79%) Firewall
2 6 (1.79%) Multicast
3 4 (1.19%) HTTPS
3 4 (1.19%) 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 (5.65%) MongoDB
2 18 (5.36%) NoSQL
2 18 (5.36%) PostgreSQL
3 14 (4.17%) Relational Database
4 13 (3.87%) SQL Server
5 12 (3.57%) Big Data
6 9 (2.68%) Hadoop
7 7 (2.08%) KDB
7 7 (2.08%) Power BI
8 6 (1.79%) RDBMS
8 6 (1.79%) Tableau
9 5 (1.49%) DuckDB
10 4 (1.19%) Neo4j
11 3 (0.89%) Redis
11 3 (0.89%) Spark SQL
12 2 (0.60%) BigQuery
12 2 (0.60%) Data Mining
12 2 (0.60%) Pinecone
12 2 (0.60%) TigerGraph
12 2 (0.60%) Weaviate
Development Applications
1 41 (12.20%) Git
2 17 (5.06%) GitLab
3 11 (3.27%) Jenkins
4 7 (2.08%) Claude Code
4 7 (2.08%) MLflow
5 3 (0.89%) Bitbucket
6 2 (0.60%) Gradle
6 2 (0.60%) JIRA
6 2 (0.60%) JMeter
6 2 (0.60%) Maven
6 2 (0.60%) Postman
6 2 (0.60%) TeamCity
7 1 (0.30%) Ant
7 1 (0.30%) Cucumber
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
7 1 (0.30%) webpack
General
1 71 (21.13%) Social Skills
2 64 (19.05%) Analytical Skills
3 56 (16.67%) Finance
4 33 (9.82%) Banking
5 17 (5.06%) Front Office
5 17 (5.06%) Investment Banking
5 17 (5.06%) Public Sector
6 12 (3.57%) Aerospace
7 9 (2.68%) Telecoms
8 6 (1.79%) Inclusion and Diversity
8 6 (1.79%) Law
8 6 (1.79%) Manufacturing
9 5 (1.49%) Aviation
9 5 (1.49%) Presentation Skills
10 4 (1.19%) Documentation Skills
10 4 (1.19%) Marketing
11 3 (0.89%) Electronics
11 3 (0.89%) Financial Institution
11 3 (0.89%) Military
11 3 (0.89%) Police
Job Titles
1 87 (25.89%) Developer
2 62 (18.45%) Senior
3 42 (12.50%) Data Scientist
3 42 (12.50%) Software Engineer
4 25 (7.44%) Algorithm Engineer
5 21 (6.25%) Java Developer
5 21 (6.25%) Python Developer
6 18 (5.36%) Senior Developer
7 16 (4.76%) Architect
7 16 (4.76%) Consultant
8 14 (4.17%) Artificial Intelligence Engineer
9 13 (3.87%) C++ Software Engineer
10 12 (3.57%) Data Engineer
10 12 (3.57%) Full-Stack Engineer
11 11 (3.27%) Lead
12 10 (2.98%) SAP Consultant
12 10 (2.98%) Senior Java Developer
12 10 (2.98%) Solutions Architect
13 9 (2.68%) Quantitative Developer
13 9 (2.68%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 33 (9.82%) Kafka
2 30 (8.93%) Pandas
2 30 (8.93%) PyTorch
3 26 (7.74%) NumPy
3 26 (7.74%) React
4 25 (7.44%) TensorFlow
5 19 (5.65%) FIX Protocol
5 19 (5.65%) JSON
5 19 (5.65%) scikit-learn
6 15 (4.46%) RESTful
7 14 (4.17%) PySpark
7 14 (4.17%) Spring
8 13 (3.87%) Spring Boot
9 12 (3.57%) FastAPI
10 11 (3.27%) REST
10 11 (3.27%) WebSockets
11 10 (2.98%) Hugging Face
11 10 (2.98%) LangChain
11 10 (2.98%) RabbitMQ
12 9 (2.68%) OpenAPI
Miscellaneous
1 86 (25.60%) Data Structures
2 50 (14.88%) Distributed Systems
3 23 (6.85%) Foreign Exchange (FX)
4 18 (5.36%) Cloud Native
5 16 (4.76%) Derivative
6 15 (4.46%) AI Agents
7 13 (3.87%) Product Ownership
8 10 (2.98%) Equities
9 7 (2.08%) IoT
10 6 (1.79%) Robotics
11 5 (1.49%) Data Protection Act
11 5 (1.49%) Enterprise Software
11 5 (1.49%) Self-Motivation
12 4 (1.19%) Distributed Denial-of-Service
12 4 (1.19%) Exotic Derivative
12 4 (1.19%) Fixed Income
12 4 (1.19%) Legacy Systems
12 4 (1.19%) OTC Derivatives
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 (0.60%) Android
3 1 (0.30%) Unix
3 1 (0.30%) VMS
3 1 (0.30%) Windows Server
Processes & Methodologies
1 119 (35.42%) Machine Learning
2 100 (29.76%) AI
3 93 (27.68%) Software Engineering
4 85 (25.30%) Computer Science
5 79 (23.51%) CI/CD
6 71 (21.13%) Problem-Solving
7 68 (20.24%) Data Science
8 54 (16.07%) Analytics
9 49 (14.58%) Mathematics
10 43 (12.80%) Containerisation
11 42 (12.50%) Microservices
12 40 (11.90%) Agile
13 39 (11.61%) Low Latency
14 37 (11.01%) Multithreading
15 36 (10.71%) Data Pipeline
15 36 (10.71%) DevOps
15 36 (10.71%) LLM
16 33 (9.82%) Observability
17 31 (9.23%) Data Analysis
18 30 (8.93%) Full-Stack Development
Programming Languages
1 146 (43.45%) Python
2 79 (23.51%) Java
3 69 (20.54%) SQL
4 40 (11.90%) C#
5 31 (9.23%) C++
6 26 (7.74%) TypeScript
7 22 (6.55%) JavaScript
8 18 (5.36%) PowerShell
9 15 (4.46%) MATLAB
9 15 (4.46%) R
10 13 (3.87%) Rust
11 12 (3.57%) Ada
12 11 (3.27%) Kotlin
13 8 (2.38%) Go
14 5 (1.49%) C
15 4 (1.19%) SPARQL
16 3 (0.89%) Scala
17 1 (0.30%) Bash
17 1 (0.30%) Ruby
17 1 (0.30%) Solidity
Qualifications
1 69 (20.54%) Degree
2 42 (12.50%) Security Cleared
3 27 (8.04%) SC Cleared
4 24 (7.14%) Computer Science Degree
5 19 (5.65%) Master's Degree
6 16 (4.76%) BPSS Clearance
6 16 (4.76%) PhD
7 11 (3.27%) DBS Check
8 3 (0.89%) Numerate Degree
9 1 (0.30%) (ISC)2 CCSP
9 1 (0.30%) CEH
9 1 (0.30%) Cisco Certification
9 1 (0.30%) CISSP
9 1 (0.30%) DV Cleared
9 1 (0.30%) HNC
9 1 (0.30%) HND
9 1 (0.30%) Microsoft Certified Professional
Quality Assurance & Compliance
1 13 (3.87%) Data Quality
2 9 (2.68%) Accessibility
3 7 (2.08%) QA
4 4 (1.19%) 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 (0.60%) Disclosure Scotland
6 2 (0.60%) HIPAA
6 2 (0.60%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (0.60%) SOC 2
7 1 (0.30%) DO-254
System Software
1 40 (11.90%) Docker
2 2 (0.60%) Apache ZooKeeper
2 2 (0.60%) Firmware
3 1 (0.30%) Active Directory
Systems Management
1 27 (8.04%) Kubernetes
2 9 (2.68%) Ansible
3 5 (1.49%) Grafana
4 4 (1.19%) Kubeflow
4 4 (1.19%) Terraform
5 3 (0.89%) Argo
6 2 (0.60%) Istio
7 1 (0.30%) HP Fortify
7 1 (0.30%) Kibana
7 1 (0.30%) logstash
7 1 (0.30%) Prometheus
Vendors
1 19 (5.65%) Databricks
2 17 (5.06%) Microsoft
3 12 (3.57%) SAP
4 11 (3.27%) Google
5 10 (2.98%) OpenAI
5 10 (2.98%) Solace
6 8 (2.38%) IBM
7 7 (2.08%) IFS
8 6 (1.79%) Splunk
9 5 (1.49%) MathWorks
10 4 (1.19%) Dynatrace
10 4 (1.19%) Oracle
11 3 (0.89%) Duck Creek
11 3 (0.89%) F5
11 3 (0.89%) ForgeRock
11 3 (0.89%) Guidewire
12 2 (0.60%) AppDynamics
12 2 (0.60%) Bloomberg
12 2 (0.60%) Charles River
12 2 (0.60%) ClickSoftware Technologies