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

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 362 267 280
Rank change year-on-year -95 +13 +11
Contract jobs citing Algorithms 337 322 334
As % of all contract jobs in the UK 0.64% 0.98% 0.83%
As % of the Miscellaneous category 1.92% 2.82% 2.71%
Number of daily rates quoted 190 192 213
10th Percentile £198 £400 £388
25th Percentile £391 £478 £463
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -
75th Percentile £700 £703 £775
90th Percentile £826 £850 £875
UK excluding London median daily rate £390 £525 £500
% change year-on-year -25.71% +5.00% -
Number of hourly rates quoted 39 29 42
10th Percentile £50.20 £22.41 £32.25
25th Percentile £59.26 £37.50 £42.50
Median hourly rate £65.00 £67.00 £55.00
Median % change year-on-year -2.99% +21.82% +144.44%
75th Percentile £70.00 £75.00 £63.44
90th Percentile £88.75 £88.00 £72.50
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 17,557 11,417 12,315
As % of all contract IT jobs advertised in the UK 33.25% 34.64% 30.66%
Number of daily rates quoted 10,752 7,047 7,911
10th Percentile £318 £300 £300
25th Percentile £419 £406 £420
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% -1.82%
75th Percentile £630 £643 £675
90th Percentile £749 £775 £813
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 906 550 691
10th Percentile £16.01 £15.13 £12.25
25th Percentile £20.67 £18.87 £16.68
Median hourly rate £43.96 £30.00 £40.00
Median % change year-on-year +46.53% -25.00% +12.68%
75th Percentile £70.00 £57.50 £65.00
90th Percentile £85.75 £77.50 £72.50
UK excluding London median hourly rate £43.96 £30.00 £41.50
% change year-on-year +46.53% -27.71% -9.43%

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 27 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 27 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 27 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 -89 285 £550 - 384
London -49 165 £650 +10.17% 200
UK excluding London -94 134 £390 -25.71% 213
Work from Home -30 100 £625 +19.27% 120
South East -63 42 £500 - 62
South West -19 32 - - 35
North of England -72 18 £398 -31.53% 43
East of England -44 15 £200 -63.64% 51
Scotland -7 13 £556 +11.10% 6
North West -50 12 £415 -26.22% 22
Midlands -51 9 £400 -18.70% 20
West Midlands -48 7 £463 -26.00% 7
Yorkshire -43 6 £215 -64.12% 9
Wales -15 4 £550 -18.52% 1
East Midlands -14 2 £180 -36.51% 13
Northern Ireland -1 1 - - 5

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 14 (4.15%) Apache Airflow
2 13 (3.86%) Apache Spark
3 7 (2.08%) Confluence
4 6 (1.78%) Apache
5 3 (0.89%) Jupyter
6 1 (0.30%) Ethereum
6 1 (0.30%) IIS
6 1 (0.30%) Palantir Foundry
6 1 (0.30%) SAS
6 1 (0.30%) Solana
Applications
1 10 (2.97%) CPLEX
2 5 (1.48%) Microsoft Excel
3 3 (0.89%) Microsoft Office
3 3 (0.89%) Microsoft PowerPoint
4 2 (0.59%) Spreadsheet
5 1 (0.30%) Chatbot
5 1 (0.30%) Simulink
Business Applications
1 11 (3.26%) SAP IBP
2 7 (2.08%) 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 61 (18.10%) AWS
2 57 (16.91%) Azure
3 39 (11.57%) GCP
4 17 (5.04%) GitHub
5 13 (3.86%) AWS Lambda
5 13 (3.86%) Serverless
6 11 (3.26%) Amazon ECS
7 10 (2.97%) Dagster
8 9 (2.67%) Amazon EKS
8 9 (2.67%) Azure DevOps
9 8 (2.37%) Amazon CloudWatch
9 8 (2.37%) Amazon S3
9 8 (2.37%) Cloud Computing
10 7 (2.08%) GitHub Actions
10 7 (2.08%) Google Gemini
10 7 (2.08%) Power Platform
11 6 (1.78%) Vertex AI
12 5 (1.48%) Amazon SageMaker
12 5 (1.48%) SaaS
12 5 (1.48%) Snowflake
Communications & Networking
1 18 (5.34%) HTTP
2 6 (1.78%) DNS
2 6 (1.78%) Firewall
2 6 (1.78%) 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 18 (5.34%) MongoDB
1 18 (5.34%) PostgreSQL
2 17 (5.04%) NoSQL
3 13 (3.86%) Big Data
3 13 (3.86%) Relational Database
4 12 (3.56%) SQL Server
5 10 (2.97%) Hadoop
6 7 (2.08%) KDB
6 7 (2.08%) Power BI
7 6 (1.78%) Tableau
8 5 (1.48%) RDBMS
9 4 (1.19%) Neo4j
10 3 (0.89%) Redis
10 3 (0.89%) Spark SQL
11 2 (0.59%) Apache Cassandra
11 2 (0.59%) BigQuery
11 2 (0.59%) Data Mining
11 2 (0.59%) Pinecone
11 2 (0.59%) TigerGraph
11 2 (0.59%) Weaviate
Development Applications
1 39 (11.57%) Git
2 16 (4.75%) GitLab
3 10 (2.97%) Jenkins
4 9 (2.67%) MLflow
5 6 (1.78%) Claude Code
6 3 (0.89%) Bitbucket
7 2 (0.59%) Gradle
7 2 (0.59%) JIRA
7 2 (0.59%) JMeter
7 2 (0.59%) Maven
7 2 (0.59%) Postman
7 2 (0.59%) TeamCity
8 1 (0.30%) Ant
8 1 (0.30%) Hardhat
8 1 (0.30%) JUnit
8 1 (0.30%) Oracle Forms
8 1 (0.30%) REST Assured
8 1 (0.30%) Selenium
8 1 (0.30%) Visual Studio Code
8 1 (0.30%) webpack
General
1 73 (21.66%) Social Skills
2 65 (19.29%) Analytical Skills
3 56 (16.62%) Finance
4 34 (10.09%) Banking
5 19 (5.64%) Public Sector
6 17 (5.04%) Front Office
6 17 (5.04%) Investment Banking
7 11 (3.26%) Aerospace
8 9 (2.67%) Telecoms
9 7 (2.08%) Inclusion and Diversity
10 6 (1.78%) Law
11 5 (1.48%) Aviation
11 5 (1.48%) Manufacturing
11 5 (1.48%) Presentation Skills
12 4 (1.19%) Documentation Skills
12 4 (1.19%) Marketing
13 3 (0.89%) Financial Institution
13 3 (0.89%) Military
13 3 (0.89%) Police
13 3 (0.89%) Retail
Job Titles
1 87 (25.82%) Developer
2 63 (18.69%) Senior
3 43 (12.76%) Data Scientist
4 42 (12.46%) Software Engineer
5 25 (7.42%) Algorithm Engineer
6 21 (6.23%) Java Developer
6 21 (6.23%) Python Developer
7 18 (5.34%) Senior Developer
8 16 (4.75%) Architect
9 15 (4.45%) Consultant
10 14 (4.15%) Artificial Intelligence Engineer
11 13 (3.86%) C++ Software Engineer
12 12 (3.56%) Full-Stack Engineer
13 11 (3.26%) Data Engineer
13 11 (3.26%) Lead
14 10 (2.97%) SAP Consultant
14 10 (2.97%) Senior Java Developer
14 10 (2.97%) Solutions Architect
15 9 (2.67%) Quantitative Developer
15 9 (2.67%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 32 (9.50%) Kafka
1 32 (9.50%) Pandas
1 32 (9.50%) PyTorch
2 28 (8.31%) NumPy
3 25 (7.42%) React
3 25 (7.42%) TensorFlow
4 19 (5.64%) FIX Protocol
4 19 (5.64%) scikit-learn
5 18 (5.34%) JSON
6 15 (4.45%) RESTful
7 14 (4.15%) FastAPI
7 14 (4.15%) PySpark
7 14 (4.15%) Spring
8 13 (3.86%) REST
8 13 (3.86%) Spring Boot
9 12 (3.56%) Hugging Face
10 11 (3.26%) WebSockets
11 10 (2.97%) LangChain
11 10 (2.97%) RabbitMQ
12 9 (2.67%) OpenAPI
Miscellaneous
1 86 (25.52%) Data Structures
2 50 (14.84%) Distributed Systems
3 23 (6.82%) Foreign Exchange (FX)
4 18 (5.34%) Cloud Native
5 16 (4.75%) Derivative
6 15 (4.45%) AI Agents
7 14 (4.15%) Product Ownership
8 10 (2.97%) Equities
9 7 (2.08%) IoT
10 5 (1.48%) Data Protection Act
10 5 (1.48%) Enterprise Software
10 5 (1.48%) Legacy Systems
10 5 (1.48%) Robotics
10 5 (1.48%) Self-Motivation
11 4 (1.19%) Distributed Denial-of-Service
11 4 (1.19%) Exotic Derivative
11 4 (1.19%) Fixed Income
11 4 (1.19%) OTC Derivatives
12 3 (0.89%) Reference Data
12 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
1 123 (36.50%) Machine Learning
2 100 (29.67%) AI
3 91 (27.00%) Software Engineering
4 86 (25.52%) Computer Science
5 80 (23.74%) CI/CD
6 71 (21.07%) Problem-Solving
7 70 (20.77%) Data Science
8 56 (16.62%) Analytics
9 49 (14.54%) Mathematics
10 45 (13.35%) Containerisation
11 42 (12.46%) Microservices
12 40 (11.87%) Agile
13 39 (11.57%) Low Latency
14 38 (11.28%) Data Pipeline
14 38 (11.28%) LLM
15 37 (10.98%) Multithreading
16 34 (10.09%) DevOps
17 33 (9.79%) Observability
18 31 (9.20%) Data Analysis
18 31 (9.20%) Full-Stack Development
Programming Languages
1 148 (43.92%) Python
2 78 (23.15%) Java
3 69 (20.47%) SQL
4 39 (11.57%) C#
5 30 (8.90%) C++
6 26 (7.72%) TypeScript
7 21 (6.23%) JavaScript
8 17 (5.04%) PowerShell
9 16 (4.75%) R
10 14 (4.15%) MATLAB
11 13 (3.86%) Rust
12 12 (3.56%) Ada
13 11 (3.26%) Kotlin
14 8 (2.37%) Go
15 5 (1.48%) C
16 4 (1.19%) SPARQL
17 3 (0.89%) Scala
18 1 (0.30%) Bash
18 1 (0.30%) Ruby
18 1 (0.30%) Solidity
Qualifications
1 70 (20.77%) Degree
2 42 (12.46%) Security Cleared
3 27 (8.01%) SC Cleared
4 24 (7.12%) Computer Science Degree
5 19 (5.64%) Master's Degree
6 16 (4.75%) BPSS Clearance
6 16 (4.75%) PhD
7 11 (3.26%) DBS Check
8 2 (0.59%) 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 (3.86%) Data Quality
2 11 (3.26%) Accessibility
3 7 (2.08%) QA
4 4 (1.19%) Actionable Recommendations
4 4 (1.19%) ISO/IEC 27001
5 3 (0.89%) Disclosure Scotland
5 3 (0.89%) GDPR
5 3 (0.89%) NIST
5 3 (0.89%) PCI DSS
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%) DO-254
System Software
1 40 (11.87%) Docker
2 2 (0.59%) Apache ZooKeeper
2 2 (0.59%) Firmware
3 1 (0.30%) Active Directory
Systems Management
1 29 (8.61%) Kubernetes
2 8 (2.37%) Ansible
3 7 (2.08%) Grafana
4 4 (1.19%) Kubeflow
4 4 (1.19%) Terraform
5 3 (0.89%) Argo
6 2 (0.59%) 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 (5.64%) Databricks
2 17 (5.04%) Microsoft
3 12 (3.56%) SAP
4 11 (3.26%) Google
5 10 (2.97%) OpenAI
5 10 (2.97%) Solace
6 8 (2.37%) IBM
7 7 (2.08%) IFS
8 6 (1.78%) Splunk
9 5 (1.48%) 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 (0.59%) AppDynamics
12 2 (0.59%) Bloomberg
12 2 (0.59%) Charles River
12 2 (0.59%) ClickSoftware Technologies