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

6 months to
20 Aug 2026
Same period 2025 Same period 2024
Rank 368 266 267
Rank change year-on-year -102 +1 +35
Contract jobs citing Algorithms 320 320 348
As % of all contract jobs in the UK 0.60% 0.97% 0.90%
As % of the Miscellaneous category 1.78% 2.77% 2.95%
Number of daily rates quoted 188 197 236
10th Percentile £196 £385 £375
25th Percentile £387 £463 £463
Median daily rate (50th Percentile) £575 £550 £600
Median % change year-on-year +4.55% -8.33% -2.04%
75th Percentile £710 £698 £775
90th Percentile £838 £850 £852
UK excluding London median daily rate £364 £505 £489
% change year-on-year -27.92% +3.27% -2.20%
Number of hourly rates quoted 33 26 32
10th Percentile £53.53 £22.28 £32.25
25th Percentile £65.00 £47.63 £38.44
Median hourly rate £70.00 £67.00 £51.25
Median % change year-on-year +4.48% +30.73% +105.00%
75th Percentile £75.00 £74.69 £57.81
90th Percentile £88.75 £84.00 £74.00
UK excluding London median hourly rate £65.00 £69.50 £55.00
% change year-on-year -6.47% +26.36% +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 17,986 11,532 11,788
As % of all contract IT jobs advertised in the UK 33.61% 35.12% 30.40%
Number of daily rates quoted 10,908 7,096 7,535
10th Percentile £322 £300 £300
25th Percentile £425 £406 £425
Median daily rate (50th Percentile) £525 £520 £550
Median % change year-on-year +0.96% -5.45% -
75th Percentile £638 £638 £675
90th Percentile £750 £763 £825
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 1,025 568 588
10th Percentile £14.85 £15.13 £12.30
25th Percentile £19.33 £18.87 £18.33
Median hourly rate £41.00 £29.75 £45.00
Median % change year-on-year +37.82% -33.89% +10.31%
75th Percentile £68.75 £57.50 £67.50
90th Percentile £85.00 £76.25 £75.00
UK excluding London median hourly rate £43.96 £30.00 £47.50
% change year-on-year +46.53% -36.84% +13.77%

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 20 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 20 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 20 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 -103 285 £575 +4.55% 839
London -61 168 £675 +17.39% 486
UK excluding London -118 126 £364 -27.92% 434
Work from Home -43 92 £625 +25.00% 305
South East -54 37 £428 -14.50% 113
South West -20 27 - - 54
North of England -54 20 £381 -36.50% 77
East of England -37 18 £200 -61.17% 98
North West -34 14 £398 -34.35% 38
Scotland -18 11 £556 +11.10% 46
Midlands -56 11 £306 -39.60% 41
West Midlands -55 7 £463 -11.90% 18
Yorkshire -40 6 £215 -64.12% 24
East Midlands -17 4 £180 -36.51% 23
Northern Ireland +3 1 - - 7
Wales -17 1 £550 -18.52% 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 9 (2.81%) Apache Airflow
1 9 (2.81%) Apache Spark
2 8 (2.50%) Confluence
3 5 (1.56%) Jupyter
4 3 (0.94%) Apache
5 1 (0.31%) CMS
5 1 (0.31%) Ethereum
5 1 (0.31%) IIS
5 1 (0.31%) SAS
5 1 (0.31%) Solana
Applications
1 9 (2.81%) CPLEX
2 3 (0.94%) Microsoft Excel
2 3 (0.94%) Simulink
2 3 (0.94%) Spreadsheet
3 1 (0.31%) Chatbot
3 1 (0.31%) Microsoft Office
3 1 (0.31%) Microsoft PowerPoint
Business Applications
1 10 (3.13%) SAP IBP
2 6 (1.88%) ProductWriter
3 2 (0.63%) IBM Operational Decision Manager
4 1 (0.31%) SAP APO
4 1 (0.31%) SAP ERP
Cloud Services
1 52 (16.25%) Azure
2 47 (14.69%) GCP
3 40 (12.50%) AWS
4 15 (4.69%) GitHub
5 10 (3.13%) Cloud Computing
6 7 (2.19%) AWS Lambda
6 7 (2.19%) Azure DevOps
6 7 (2.19%) Power Platform
6 7 (2.19%) Serverless
7 6 (1.88%) Amazon EKS
8 5 (1.56%) Dagster
8 5 (1.56%) Google Gemini
8 5 (1.56%) Snowflake
8 5 (1.56%) Vertex AI
9 4 (1.25%) Amazon MSK
9 4 (1.25%) Anthropic Claude
9 4 (1.25%) AWS Direct Connect
9 4 (1.25%) Cloudflare
9 4 (1.25%) dbt
9 4 (1.25%) GitHub Actions
Communications & Networking
1 17 (5.31%) HTTP
2 7 (2.19%) DNS
2 7 (2.19%) Firewall
3 6 (1.88%) Multicast
4 4 (1.25%) HTTPS
4 4 (1.25%) SSL
5 3 (0.94%) BIG-IP
5 3 (0.94%) F5 BIG-IP LTM
5 3 (0.94%) Network Security
5 3 (0.94%) TCP/IP
6 1 (0.31%) Broadband
6 1 (0.31%) DMZ
6 1 (0.31%) Ethernet
6 1 (0.31%) Reverse Proxy
6 1 (0.31%) S/MIME
6 1 (0.31%) SAN
6 1 (0.31%) VPN
6 1 (0.31%) X.509
Database & Business Intelligence
1 21 (6.56%) NoSQL
2 18 (5.63%) MongoDB
3 16 (5.00%) PostgreSQL
4 14 (4.38%) Relational Database
5 11 (3.44%) SQL Server
6 7 (2.19%) Big Data
6 7 (2.19%) KDB
6 7 (2.19%) Power BI
7 6 (1.88%) RDBMS
7 6 (1.88%) Tableau
8 5 (1.56%) Hadoop
9 4 (1.25%) DuckDB
10 3 (0.94%) Data Mining
10 3 (0.94%) MySQL
10 3 (0.94%) Neo4j
10 3 (0.94%) Redis
10 3 (0.94%) Spark SQL
11 2 (0.63%) Data Lake
11 2 (0.63%) Db2
11 2 (0.63%) Kdb+
Development Applications
1 38 (11.88%) Git
2 17 (5.31%) GitLab
3 10 (3.13%) Jenkins
4 7 (2.19%) Claude Code
5 5 (1.56%) MLflow
6 4 (1.25%) Bitbucket
7 3 (0.94%) JIRA
8 2 (0.63%) Gradle
8 2 (0.63%) JMeter
8 2 (0.63%) Postman
8 2 (0.63%) TeamCity
9 1 (0.31%) Cucumber
9 1 (0.31%) Hardhat
9 1 (0.31%) Maven
9 1 (0.31%) Octopus Deploy
9 1 (0.31%) Oracle Forms
9 1 (0.31%) SonarQube
9 1 (0.31%) Visual Studio Code
General
1 65 (20.31%) Social Skills
2 61 (19.06%) Finance
3 54 (16.88%) Analytical Skills
4 34 (10.63%) Banking
5 16 (5.00%) Investment Banking
6 15 (4.69%) Public Sector
7 14 (4.38%) Front Office
8 12 (3.75%) Aerospace
9 9 (2.81%) Telecoms
10 8 (2.50%) Manufacturing
11 6 (1.88%) Automotive
12 5 (1.56%) Electronics
12 5 (1.56%) Inclusion and Diversity
12 5 (1.56%) Law
13 4 (1.25%) Advertising
13 4 (1.25%) Financial Institution
14 3 (0.94%) Aviation
14 3 (0.94%) Military
14 3 (0.94%) Presentation Skills
14 3 (0.94%) Publishing
Job Titles
1 84 (26.25%) Developer
2 48 (15.00%) Senior
3 35 (10.94%) Software Engineer
4 33 (10.31%) Data Scientist
5 20 (6.25%) Java Developer
5 20 (6.25%) Python Developer
6 18 (5.63%) Algorithm Engineer
7 16 (5.00%) Consultant
8 13 (4.06%) Architect
8 13 (4.06%) Artificial Intelligence Engineer
8 13 (4.06%) C++ Software Engineer
9 12 (3.75%) Data Engineer
9 12 (3.75%) Lead
9 12 (3.75%) Senior Developer
10 11 (3.44%) Quantitative Developer
11 10 (3.13%) Full-Stack Engineer
11 10 (3.13%) SAP Consultant
12 9 (2.81%) Machine Learning Engineer
12 9 (2.81%) Software Engineering Manager
12 9 (2.81%) Software Manager
Libraries, Frameworks & Software Standards
1 29 (9.06%) Kafka
2 27 (8.44%) Pandas
3 25 (7.81%) PyTorch
4 24 (7.50%) React
5 22 (6.88%) NumPy
6 19 (5.94%) JSON
6 19 (5.94%) TensorFlow
7 17 (5.31%) FIX Protocol
8 15 (4.69%) scikit-learn
9 14 (4.38%) RESTful
10 12 (3.75%) PySpark
10 12 (3.75%) Spring
10 12 (3.75%) WebSockets
11 11 (3.44%) FastAPI
11 11 (3.44%) Spring Boot
12 10 (3.13%) AngularJS
12 10 (3.13%) Hugging Face
12 10 (3.13%) Redux
13 9 (2.81%) RabbitMQ
14 8 (2.50%) SciPy
Miscellaneous
1 87 (27.19%) Data Structures
2 53 (16.56%) Distributed Systems
3 20 (6.25%) Foreign Exchange (FX)
4 18 (5.63%) Derivative
5 14 (4.38%) Cloud Native
6 13 (4.06%) AI Agents
6 13 (4.06%) Robotics
7 11 (3.44%) Product Ownership
8 8 (2.50%) Equities
8 8 (2.50%) IoT
9 6 (1.88%) Enterprise Software
10 5 (1.56%) Fixed Income
11 4 (1.25%) Augmented Reality
11 4 (1.25%) Data Protection Act
11 4 (1.25%) Distributed Denial-of-Service
11 4 (1.25%) Embedded Systems
11 4 (1.25%) Exotic Derivative
11 4 (1.25%) Onboarding
11 4 (1.25%) OTC Derivatives
11 4 (1.25%) Virtual Reality
Operating Systems
1 5 (1.56%) Linux
2 2 (0.63%) Windows
3 1 (0.31%) Android
3 1 (0.31%) Robot Operating System
3 1 (0.31%) Unix
3 1 (0.31%) Windows Server
Processes & Methodologies
1 105 (32.81%) Machine Learning
2 96 (30.00%) AI
3 89 (27.81%) Software Engineering
4 85 (26.56%) Computer Science
5 66 (20.63%) Problem-Solving
6 64 (20.00%) CI/CD
7 53 (16.56%) Data Science
8 48 (15.00%) Mathematics
9 45 (14.06%) Analytics
10 41 (12.81%) Agile
11 39 (12.19%) Low Latency
12 35 (10.94%) Multithreading
13 34 (10.63%) Containerisation
13 34 (10.63%) Validation
14 32 (10.00%) LLM
15 30 (9.38%) Microservices
16 29 (9.06%) Observability
17 28 (8.75%) Data Pipeline
18 27 (8.44%) Full-Stack Development
18 27 (8.44%) Performance Optimisation
Programming Languages
1 140 (43.75%) Python
2 81 (25.31%) Java
3 63 (19.69%) SQL
4 41 (12.81%) C++
5 39 (12.19%) C#
6 29 (9.06%) JavaScript
7 22 (6.88%) TypeScript
8 18 (5.63%) PowerShell
9 14 (4.38%) MATLAB
10 13 (4.06%) Rust
11 12 (3.75%) R
12 8 (2.50%) Ada
13 6 (1.88%) C
14 5 (1.56%) Kotlin
15 4 (1.25%) Go
15 4 (1.25%) Scala
15 4 (1.25%) SPARQL
16 3 (0.94%) Embedded C++
17 1 (0.31%) Shell Script
17 1 (0.31%) Tcl
Qualifications
1 68 (21.25%) Degree
2 37 (11.56%) Security Cleared
3 28 (8.75%) Computer Science Degree
4 24 (7.50%) SC Cleared
5 17 (5.31%) Master's Degree
6 13 (4.06%) BPSS Clearance
7 12 (3.75%) DBS Check
7 12 (3.75%) PhD
8 4 (1.25%) Numerate Degree
9 3 (0.94%) CISSP
10 2 (0.63%) CISM
10 2 (0.63%) DV Cleared
11 1 (0.31%) (ISC)2 CCSP
11 1 (0.31%) CEH
11 1 (0.31%) Cisco Certification
11 1 (0.31%) HNC
11 1 (0.31%) HND
Quality Assurance & Compliance
1 14 (4.38%) Data Quality
2 7 (2.19%) Accessibility
3 6 (1.88%) NIST
3 6 (1.88%) QA
4 4 (1.25%) ISO/IEC 27001
5 3 (0.94%) Automotive SPICE
5 3 (0.94%) PCI DSS
6 2 (0.63%) Disclosure Scotland
6 2 (0.63%) GDPR
6 2 (0.63%) HIPAA
6 2 (0.63%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (0.63%) MISRA
6 2 (0.63%) SOC 2
7 1 (0.31%) Actionable Recommendations
7 1 (0.31%) DO-254
7 1 (0.31%) JSP 440
7 1 (0.31%) NCSC
System Software
1 34 (10.63%) Docker
2 2 (0.63%) Active Directory
2 2 (0.63%) Apache ZooKeeper
3 1 (0.31%) Firmware
Systems Management
1 25 (7.81%) Kubernetes
2 9 (2.81%) Ansible
3 5 (1.56%) Kubeflow
4 4 (1.25%) Argo
5 3 (0.94%) Functional Safety
5 3 (0.94%) Grafana
6 2 (0.63%) Istio
7 1 (0.31%) Kibana
7 1 (0.31%) logstash
7 1 (0.31%) Prometheus
Vendors
1 17 (5.31%) Databricks
2 16 (5.00%) Microsoft
3 11 (3.44%) SAP
4 8 (2.50%) Google
4 8 (2.50%) OpenAI
4 8 (2.50%) Solace
5 7 (2.19%) IBM
6 5 (1.56%) Dynatrace
6 5 (1.56%) MathWorks
6 5 (1.56%) Splunk
7 4 (1.25%) ForgeRock
7 4 (1.25%) IFS
7 4 (1.25%) Oracle
8 3 (0.94%) F5
9 2 (0.63%) Duck Creek
9 2 (0.63%) Guidewire
9 2 (0.63%) Siemens
10 1 (0.31%) Microsemi
10 1 (0.31%) Pegasus
10 1 (0.31%) Salesforce