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

6 months to
5 Aug 2026
Same period 2025 Same period 2024
Rank 357 266 287
Rank change year-on-year -91 +21 -7
Contract jobs citing Algorithms 332 313 316
As % of all contract jobs in the UK 0.62% 0.95% 0.81%
As % of the Miscellaneous category 1.87% 2.73% 2.64%
Number of daily rates quoted 194 190 208
10th Percentile £198 £385 £375
25th Percentile £391 £466 £463
Median daily rate (50th Percentile) £550 £550 £591
Median % change year-on-year +0.09% -6.98% -1.46%
75th Percentile £700 £700 £775
90th Percentile £825 £850 £863
UK excluding London median daily rate £381 £513 £495
% change year-on-year -25.66% +3.54% -1.00%
Number of hourly rates quoted 34 27 34
10th Percentile £53.53 £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% +105.00%
75th Percentile £72.81 £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% +147.19%

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 17,779 11,464 11,963
As % of all contract IT jobs advertised in the UK 33.42% 34.84% 30.52%
Number of daily rates quoted 10,824 7,077 7,676
10th Percentile £320 £303 £300
25th Percentile £421 £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 £771 £820
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 966 549 619
10th Percentile £15.61 £15.13 £12.30
25th Percentile £19.50 £18.87 £18.12
Median hourly rate £43.96 £29.50 £44.74
Median % change year-on-year +49.02% -34.06% +11.85%
75th Percentile £70.00 £57.50 £65.88
90th Percentile £85.00 £76.50 £75.00
UK excluding London median hourly rate £43.96 £30.00 £45.00
% change year-on-year +46.53% -33.33% +1.12%

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 5 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 5 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 5 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 -101 286 £551 +0.17% 645
London -45 167 £671 +16.74% 359
UK excluding London -102 129 £381 -25.66% 319
Work from Home -37 97 £625 +25.00% 224
South East -59 42 £500 - 95
South West -27 29 - - 49
North of England -56 19 £398 -31.53% 49
East of England -37 15 £200 -61.90% 74
North West -51 13 £415 -26.22% 25
Scotland -14 12 £556 +11.10% 15
Midlands -54 10 £306 -37.75% 28
West Midlands -54 7 £463 -19.57% 12
Yorkshire -42 6 £215 -64.12% 10
East Midlands -10 3 £180 -36.51% 16
Northern Ireland +2 1 - - 16
Wales -14 1 £550 -18.52% 4

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 (3.61%) Apache Airflow
1 12 (3.61%) Apache Spark
2 8 (2.41%) Confluence
3 4 (1.20%) Apache
4 3 (0.90%) 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 (3.01%) CPLEX
2 5 (1.51%) Microsoft Excel
3 3 (0.90%) Microsoft Office
3 3 (0.90%) Microsoft PowerPoint
3 3 (0.90%) Spreadsheet
4 1 (0.30%) Chatbot
4 1 (0.30%) Simulink
Business Applications
1 11 (3.31%) SAP IBP
2 6 (1.81%) 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 (17.47%) AWS
2 57 (17.17%) Azure
3 42 (12.65%) GCP
4 18 (5.42%) GitHub
5 10 (3.01%) AWS Lambda
5 10 (3.01%) Cloud Computing
5 10 (3.01%) Serverless
6 9 (2.71%) Amazon ECS
6 9 (2.71%) Azure DevOps
7 8 (2.41%) Dagster
8 7 (2.11%) Amazon EKS
8 7 (2.11%) GitHub Actions
8 7 (2.11%) Power Platform
9 6 (1.81%) Amazon CloudWatch
9 6 (1.81%) Google Gemini
10 5 (1.51%) Amazon S3
10 5 (1.51%) Amazon SageMaker
10 5 (1.51%) Snowflake
10 5 (1.51%) Vertex AI
11 4 (1.20%) Azure Machine Learning
Communications & Networking
1 16 (4.82%) HTTP
2 6 (1.81%) DNS
2 6 (1.81%) Firewall
2 6 (1.81%) Multicast
3 4 (1.20%) HTTPS
3 4 (1.20%) SSL
4 3 (0.90%) BIG-IP
4 3 (0.90%) F5 BIG-IP LTM
4 3 (0.90%) Network Security
4 3 (0.90%) TCP/IP
5 1 (0.30%) Broadband
5 1 (0.30%) DMZ
5 1 (0.30%) Reverse Proxy
5 1 (0.30%) SAN
Database & Business Intelligence
1 20 (6.02%) NoSQL
2 19 (5.72%) MongoDB
3 18 (5.42%) PostgreSQL
4 15 (4.52%) Relational Database
5 12 (3.61%) Big Data
5 12 (3.61%) SQL Server
6 9 (2.71%) Hadoop
7 7 (2.11%) KDB
7 7 (2.11%) Power BI
8 6 (1.81%) RDBMS
8 6 (1.81%) Tableau
9 4 (1.20%) DuckDB
9 4 (1.20%) Neo4j
10 3 (0.90%) Data Mining
10 3 (0.90%) Redis
10 3 (0.90%) Spark SQL
11 2 (0.60%) Apache Cassandra
11 2 (0.60%) BigQuery
11 2 (0.60%) Data Lake
11 2 (0.60%) Kdb+
Development Applications
1 44 (13.25%) Git
2 17 (5.12%) GitLab
3 11 (3.31%) Jenkins
4 7 (2.11%) Claude Code
4 7 (2.11%) MLflow
5 3 (0.90%) Bitbucket
6 2 (0.60%) Gradle
6 2 (0.60%) JIRA
6 2 (0.60%) JMeter
6 2 (0.60%) Postman
6 2 (0.60%) TeamCity
7 1 (0.30%) Cucumber
7 1 (0.30%) Hardhat
7 1 (0.30%) Maven
7 1 (0.30%) Octopus Deploy
7 1 (0.30%) Oracle Forms
7 1 (0.30%) Selenium
7 1 (0.30%) Visual Studio Code
7 1 (0.30%) webpack
General
1 68 (20.48%) Social Skills
2 63 (18.98%) Analytical Skills
3 60 (18.07%) Finance
4 34 (10.24%) Banking
5 19 (5.72%) Public Sector
6 16 (4.82%) Front Office
6 16 (4.82%) Investment Banking
7 12 (3.61%) Aerospace
8 11 (3.31%) Telecoms
9 8 (2.41%) Manufacturing
10 6 (1.81%) Inclusion and Diversity
10 6 (1.81%) Law
11 4 (1.20%) Aviation
11 4 (1.20%) Documentation Skills
11 4 (1.20%) Presentation Skills
12 3 (0.90%) Financial Institution
12 3 (0.90%) Marketing
12 3 (0.90%) Military
12 3 (0.90%) Police
12 3 (0.90%) Retail
Job Titles
1 86 (25.90%) Developer
2 60 (18.07%) Senior
3 42 (12.65%) Data Scientist
4 39 (11.75%) Software Engineer
5 21 (6.33%) Algorithm Engineer
5 21 (6.33%) Java Developer
5 21 (6.33%) Python Developer
6 18 (5.42%) Senior Developer
7 16 (4.82%) Consultant
8 15 (4.52%) Architect
8 15 (4.52%) Artificial Intelligence Engineer
9 13 (3.92%) C++ Software Engineer
10 12 (3.61%) Data Engineer
10 12 (3.61%) Full-Stack Engineer
11 11 (3.31%) Lead
12 10 (3.01%) Quantitative Developer
12 10 (3.01%) SAP Consultant
12 10 (3.01%) Senior Java Developer
12 10 (3.01%) Solutions Architect
13 8 (2.41%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 33 (9.94%) Kafka
2 29 (8.73%) Pandas
2 29 (8.73%) PyTorch
3 28 (8.43%) React
4 25 (7.53%) NumPy
5 24 (7.23%) TensorFlow
6 19 (5.72%) FIX Protocol
6 19 (5.72%) scikit-learn
7 18 (5.42%) JSON
8 15 (4.52%) RESTful
9 14 (4.22%) Spring
10 13 (3.92%) PySpark
10 13 (3.92%) Spring Boot
11 12 (3.61%) FastAPI
12 11 (3.31%) Redux
12 11 (3.31%) WebSockets
13 10 (3.01%) AngularJS
13 10 (3.01%) Hugging Face
13 10 (3.01%) RabbitMQ
13 10 (3.01%) REST
Miscellaneous
1 88 (26.51%) Data Structures
2 49 (14.76%) Distributed Systems
3 23 (6.93%) Foreign Exchange (FX)
4 18 (5.42%) Cloud Native
5 17 (5.12%) Derivative
6 14 (4.22%) AI Agents
7 13 (3.92%) Product Ownership
8 10 (3.01%) Equities
9 7 (2.11%) Enterprise Software
9 7 (2.11%) Robotics
10 6 (1.81%) Data Protection Act
10 6 (1.81%) IoT
11 5 (1.51%) Self-Motivation
12 4 (1.20%) Distributed Denial-of-Service
12 4 (1.20%) Exotic Derivative
12 4 (1.20%) Fixed Income
12 4 (1.20%) OTC Derivatives
13 3 (0.90%) Distributed Applications
13 3 (0.90%) Distributed Architecture
13 3 (0.90%) Legacy Systems
Operating Systems
1 3 (0.90%) Linux
1 3 (0.90%) Windows
2 2 (0.60%) Android
3 1 (0.30%) Unix
3 1 (0.30%) VMS
3 1 (0.30%) Windows Server
Processes & Methodologies
1 114 (34.34%) Machine Learning
2 96 (28.92%) AI
3 92 (27.71%) Software Engineering
4 85 (25.60%) Computer Science
5 77 (23.19%) CI/CD
6 72 (21.69%) Problem-Solving
7 65 (19.58%) Data Science
8 54 (16.27%) Analytics
9 49 (14.76%) Mathematics
10 43 (12.95%) Agile
10 43 (12.95%) Containerisation
11 40 (12.05%) Microservices
12 39 (11.75%) Low Latency
13 36 (10.84%) Multithreading
14 35 (10.54%) Data Pipeline
14 35 (10.54%) DevOps
14 35 (10.54%) LLM
15 33 (9.94%) Data Analysis
16 32 (9.64%) Full-Stack Development
16 32 (9.64%) Observability
Programming Languages
1 145 (43.67%) Python
2 79 (23.80%) Java
3 69 (20.78%) SQL
4 40 (12.05%) C#
5 32 (9.64%) C++
6 26 (7.83%) TypeScript
7 25 (7.53%) JavaScript
8 18 (5.42%) PowerShell
9 16 (4.82%) R
10 13 (3.92%) Rust
11 12 (3.61%) MATLAB
12 11 (3.31%) Kotlin
13 10 (3.01%) Ada
14 8 (2.41%) Go
15 5 (1.51%) C
16 4 (1.20%) Scala
16 4 (1.20%) SPARQL
17 1 (0.30%) Bash
17 1 (0.30%) Ruby
17 1 (0.30%) Solidity
Qualifications
1 67 (20.18%) Degree
2 42 (12.65%) Security Cleared
3 28 (8.43%) SC Cleared
4 24 (7.23%) Computer Science Degree
5 17 (5.12%) Master's Degree
6 14 (4.22%) BPSS Clearance
7 13 (3.92%) PhD
8 12 (3.61%) DBS Check
9 3 (0.90%) 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%) Microsoft Certified Professional
Quality Assurance & Compliance
1 14 (4.22%) Data Quality
2 9 (2.71%) Accessibility
3 6 (1.81%) QA
4 4 (1.20%) ISO/IEC 27001
5 3 (0.90%) Actionable Recommendations
5 3 (0.90%) NIST
5 3 (0.90%) PCI DSS
6 2 (0.60%) Disclosure Scotland
6 2 (0.60%) GDPR
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%) Automotive SPICE
System Software
1 40 (12.05%) Docker
2 2 (0.60%) Apache ZooKeeper
3 1 (0.30%) Active Directory
3 1 (0.30%) Firmware
Systems Management
1 26 (7.83%) Kubernetes
2 9 (2.71%) Ansible
3 5 (1.51%) Grafana
4 4 (1.20%) Kubeflow
4 4 (1.20%) Terraform
5 3 (0.90%) Argo
6 2 (0.60%) Istio
7 1 (0.30%) Functional Safety
7 1 (0.30%) Kibana
7 1 (0.30%) logstash
7 1 (0.30%) Prometheus
Vendors
1 18 (5.42%) Databricks
2 17 (5.12%) Microsoft
3 12 (3.61%) SAP
4 10 (3.01%) Google
4 10 (3.01%) Solace
5 9 (2.71%) OpenAI
6 7 (2.11%) IBM
6 7 (2.11%) IFS
7 6 (1.81%) Splunk
8 5 (1.51%) MathWorks
9 4 (1.20%) Dynatrace
10 3 (0.90%) F5
10 3 (0.90%) ForgeRock
10 3 (0.90%) Oracle
11 2 (0.60%) AppDynamics
11 2 (0.60%) Bloomberg
11 2 (0.60%) Charles River
11 2 (0.60%) ClickSoftware Technologies
11 2 (0.60%) Guidewire
11 2 (0.60%) Siemens