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

6 months to
11 Aug 2026
Same period 2025 Same period 2024
Rank 373 289 274
Rank change year-on-year -84 -15 +15
Contract jobs citing Algorithms 325 309 338
As % of all contract jobs in the UK 0.61% 0.94% 0.87%
As % of the Miscellaneous category 1.82% 2.68% 2.86%
Number of daily rates quoted 192 187 229
10th Percentile £194 £384 £375
25th Percentile £384 £463 £463
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -
75th Percentile £700 £699 £775
90th Percentile £825 £850 £856
UK excluding London median daily rate £378 £509 £489
% change year-on-year -25.77% +4.04% -2.20%
Number of hourly rates quoted 33 26 35
10th Percentile £53.53 £22.28 £29.55
25th Percentile £65.00 £47.63 £36.38
Median hourly rate £70.00 £67.00 £52.50
Median % change year-on-year +4.48% +27.62% +133.33%
75th Percentile £75.00 £75.00 £58.75
90th Percentile £88.75 £88.00 £71.00
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 17,859 11,513 11,824
As % of all contract IT jobs advertised in the UK 33.44% 34.97% 30.37%
Number of daily rates quoted 10,838 7,095 7,573
10th Percentile £325 £303 £300
25th Percentile £425 £406 £425
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £638 £638 £675
90th Percentile £750 £770 £825
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 996 555 606
10th Percentile £15.10 £15.13 £12.44
25th Percentile £19.34 £18.87 £18.27
Median hourly rate £43.76 £29.50 £45.00
Median % change year-on-year +48.34% -34.44% +20.00%
75th Percentile £70.00 £56.75 £66.88
90th Percentile £85.00 £77.50 £75.00
UK excluding London median hourly rate £43.96 £29.33 £45.00
% change year-on-year +49.88% -34.82% +11.23%

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 11 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 11 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 11 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 -84 285 £550 +0.09% 669
London -68 167 £675 +17.39% 367
UK excluding London -92 127 £378 -25.77% 338
Work from Home -43 91 £625 +25.00% 224
South East -66 40 £500 - 95
South West -17 28 - - 46
North of England -70 20 £381 -34.45% 50
East of England -42 16 £200 -61.90% 82
North West -37 14 £398 -29.24% 24
Scotland -16 11 £556 +11.10% 26
Midlands -52 10 £306 -37.75% 35
West Midlands -52 7 £463 -19.57% 20
Yorkshire -41 6 £215 -64.12% 11
East Midlands -11 3 £180 -36.51% 15
Northern Ireland +3 1 - - 10
Wales -13 1 £550 -18.52% 3

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 11 (3.38%) Apache Airflow
1 11 (3.38%) Apache Spark
2 8 (2.46%) Confluence
3 3 (0.92%) Apache
3 3 (0.92%) Jupyter
4 1 (0.31%) CMS
4 1 (0.31%) Ethereum
4 1 (0.31%) IIS
4 1 (0.31%) Palantir Foundry
4 1 (0.31%) SAS
4 1 (0.31%) Solana
Applications
1 9 (2.77%) CPLEX
2 5 (1.54%) Microsoft Excel
3 3 (0.92%) Microsoft Office
3 3 (0.92%) Microsoft PowerPoint
3 3 (0.92%) Spreadsheet
4 2 (0.62%) Simulink
5 1 (0.31%) Chatbot
Business Applications
1 11 (3.38%) SAP IBP
2 6 (1.85%) ProductWriter
3 2 (0.62%) IBM Operational Decision Manager
4 1 (0.31%) Bloomberg AIM
4 1 (0.31%) Fidessa
4 1 (0.31%) SAP APO
4 1 (0.31%) SAP ERP
Cloud Services
1 54 (16.62%) Azure
2 48 (14.77%) AWS
3 45 (13.85%) GCP
4 17 (5.23%) GitHub
5 10 (3.08%) Cloud Computing
6 8 (2.46%) Dagster
6 8 (2.46%) Power Platform
7 7 (2.15%) Amazon EKS
7 7 (2.15%) AWS Lambda
7 7 (2.15%) Azure DevOps
7 7 (2.15%) Serverless
8 6 (1.85%) GitHub Actions
9 5 (1.54%) Amazon SageMaker
9 5 (1.54%) Google Gemini
9 5 (1.54%) Snowflake
10 4 (1.23%) Anthropic Claude
10 4 (1.23%) Azure Machine Learning
10 4 (1.23%) Cloudflare
10 4 (1.23%) Kong
10 4 (1.23%) Vertex AI
Communications & Networking
1 17 (5.23%) HTTP
2 7 (2.15%) DNS
2 7 (2.15%) Firewall
3 6 (1.85%) Multicast
4 4 (1.23%) HTTPS
4 4 (1.23%) SSL
5 3 (0.92%) BIG-IP
5 3 (0.92%) F5 BIG-IP LTM
5 3 (0.92%) Network Security
5 3 (0.92%) 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%) SAN
Database & Business Intelligence
1 19 (5.85%) NoSQL
2 18 (5.54%) MongoDB
3 16 (4.92%) PostgreSQL
4 14 (4.31%) Relational Database
5 11 (3.38%) Big Data
5 11 (3.38%) SQL Server
6 8 (2.46%) Hadoop
6 8 (2.46%) Power BI
7 7 (2.15%) KDB
7 7 (2.15%) Tableau
8 6 (1.85%) RDBMS
9 4 (1.23%) Data Mining
9 4 (1.23%) DuckDB
9 4 (1.23%) Neo4j
10 3 (0.92%) MySQL
10 3 (0.92%) Redis
10 3 (0.92%) Spark SQL
11 2 (0.62%) Apache Cassandra
11 2 (0.62%) Couchbase
11 2 (0.62%) Db2
Development Applications
1 40 (12.31%) Git
2 17 (5.23%) GitLab
3 10 (3.08%) Jenkins
4 7 (2.15%) Claude Code
4 7 (2.15%) MLflow
5 4 (1.23%) Bitbucket
6 2 (0.62%) Gradle
6 2 (0.62%) JIRA
6 2 (0.62%) JMeter
6 2 (0.62%) Postman
6 2 (0.62%) TeamCity
7 1 (0.31%) Cucumber
7 1 (0.31%) Hardhat
7 1 (0.31%) Maven
7 1 (0.31%) Octopus Deploy
7 1 (0.31%) Oracle Forms
7 1 (0.31%) Visual Studio Code
7 1 (0.31%) webpack
General
1 66 (20.31%) Social Skills
2 59 (18.15%) Finance
3 57 (17.54%) Analytical Skills
4 34 (10.46%) Banking
5 16 (4.92%) Investment Banking
5 16 (4.92%) Public Sector
6 15 (4.62%) Front Office
7 12 (3.69%) Aerospace
8 11 (3.38%) Telecoms
9 8 (2.46%) Manufacturing
10 5 (1.54%) Automotive
10 5 (1.54%) Electronics
10 5 (1.54%) Inclusion and Diversity
10 5 (1.54%) Law
11 4 (1.23%) Advertising
12 3 (0.92%) Aviation
12 3 (0.92%) Financial Institution
12 3 (0.92%) Military
12 3 (0.92%) Organisational Skills
12 3 (0.92%) Retail
Job Titles
1 80 (24.62%) Developer
2 51 (15.69%) Senior
3 39 (12.00%) Data Scientist
4 37 (11.38%) Software Engineer
5 20 (6.15%) Algorithm Engineer
6 19 (5.85%) Java Developer
6 19 (5.85%) Python Developer
7 16 (4.92%) Consultant
8 15 (4.62%) Artificial Intelligence Engineer
9 14 (4.31%) Architect
10 13 (4.00%) C++ Software Engineer
11 12 (3.69%) Senior Developer
12 11 (3.38%) Data Engineer
12 11 (3.38%) Lead
12 11 (3.38%) Quantitative Developer
13 10 (3.08%) Full-Stack Engineer
13 10 (3.08%) SAP Consultant
13 10 (3.08%) Solutions Architect
14 8 (2.46%) Machine Learning Engineer
14 8 (2.46%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 30 (9.23%) Kafka
2 27 (8.31%) Pandas
3 26 (8.00%) PyTorch
3 26 (8.00%) React
4 23 (7.08%) NumPy
5 21 (6.46%) TensorFlow
6 18 (5.54%) FIX Protocol
6 18 (5.54%) JSON
6 18 (5.54%) scikit-learn
7 14 (4.31%) RESTful
8 13 (4.00%) PySpark
9 12 (3.69%) Spring
9 12 (3.69%) WebSockets
10 11 (3.38%) FastAPI
10 11 (3.38%) Redux
10 11 (3.38%) Spring Boot
11 10 (3.08%) AngularJS
11 10 (3.08%) Hugging Face
12 9 (2.77%) RabbitMQ
12 9 (2.77%) REST
Miscellaneous
1 85 (26.15%) Data Structures
2 50 (15.38%) Distributed Systems
3 21 (6.46%) Foreign Exchange (FX)
4 18 (5.54%) Derivative
5 15 (4.62%) Cloud Native
6 14 (4.31%) AI Agents
7 12 (3.69%) Product Ownership
8 11 (3.38%) Robotics
9 9 (2.77%) Equities
10 8 (2.46%) IoT
11 7 (2.15%) Enterprise Software
12 5 (1.54%) Data Protection Act
12 5 (1.54%) Fixed Income
12 5 (1.54%) Self-Motivation
13 4 (1.23%) Augmented Reality
13 4 (1.23%) Distributed Denial-of-Service
13 4 (1.23%) Embedded Systems
13 4 (1.23%) Exotic Derivative
13 4 (1.23%) OTC Derivatives
13 4 (1.23%) Virtual Reality
Operating Systems
1 3 (0.92%) Linux
2 2 (0.62%) Windows
3 1 (0.31%) Android
3 1 (0.31%) Unix
3 1 (0.31%) Windows Server
Processes & Methodologies
1 110 (33.85%) Machine Learning
2 95 (29.23%) AI
3 92 (28.31%) Software Engineering
4 85 (26.15%) Computer Science
5 69 (21.23%) Problem-Solving
6 67 (20.62%) CI/CD
7 58 (17.85%) Data Science
8 51 (15.69%) Analytics
9 48 (14.77%) Mathematics
10 41 (12.62%) Agile
11 38 (11.69%) Low Latency
12 37 (11.38%) Containerisation
13 34 (10.46%) Data Pipeline
13 34 (10.46%) LLM
13 34 (10.46%) Multithreading
14 32 (9.85%) Validation
15 31 (9.54%) Microservices
16 30 (9.23%) DevOps
17 29 (8.92%) Data Analysis
17 29 (8.92%) Full-Stack Development
Programming Languages
1 141 (43.38%) Python
2 74 (22.77%) Java
3 65 (20.00%) SQL
4 39 (12.00%) C#
5 36 (11.08%) C++
6 28 (8.62%) JavaScript
7 24 (7.38%) TypeScript
8 18 (5.54%) PowerShell
9 14 (4.31%) R
10 13 (4.00%) Rust
11 12 (3.69%) MATLAB
12 9 (2.77%) Ada
13 6 (1.85%) Go
14 5 (1.54%) Kotlin
15 4 (1.23%) C
15 4 (1.23%) Scala
15 4 (1.23%) SPARQL
16 3 (0.92%) Embedded C++
17 1 (0.31%) Shell Script
17 1 (0.31%) Tcl
Qualifications
1 69 (21.23%) Degree
2 39 (12.00%) Security Cleared
3 26 (8.00%) Computer Science Degree
3 26 (8.00%) SC Cleared
4 17 (5.23%) Master's Degree
5 14 (4.31%) BPSS Clearance
6 12 (3.69%) DBS Check
6 12 (3.69%) PhD
7 4 (1.23%) Numerate Degree
8 1 (0.31%) (ISC)2 CCSP
8 1 (0.31%) CEH
8 1 (0.31%) Cisco Certification
8 1 (0.31%) CISSP
8 1 (0.31%) DV Cleared
8 1 (0.31%) HNC
8 1 (0.31%) HND
Quality Assurance & Compliance
1 14 (4.31%) Data Quality
2 8 (2.46%) Accessibility
3 6 (1.85%) QA
4 4 (1.23%) ISO/IEC 27001
5 3 (0.92%) Automotive SPICE
5 3 (0.92%) NIST
5 3 (0.92%) PCI DSS
6 2 (0.62%) Actionable Recommendations
6 2 (0.62%) Disclosure Scotland
6 2 (0.62%) GDPR
6 2 (0.62%) HIPAA
6 2 (0.62%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (0.62%) SOC 2
7 1 (0.31%) DO-254
7 1 (0.31%) MISRA
System Software
1 36 (11.08%) Docker
2 2 (0.62%) Apache ZooKeeper
3 1 (0.31%) Active Directory
3 1 (0.31%) Firmware
Systems Management
1 25 (7.69%) Kubernetes
2 9 (2.77%) Ansible
3 4 (1.23%) Argo
3 4 (1.23%) Grafana
3 4 (1.23%) Kubeflow
4 3 (0.92%) Functional Safety
4 3 (0.92%) Terraform
5 2 (0.62%) Istio
6 1 (0.31%) Kibana
6 1 (0.31%) logstash
6 1 (0.31%) Prometheus
Vendors
1 17 (5.23%) Microsoft
2 16 (4.92%) Databricks
3 12 (3.69%) SAP
4 9 (2.77%) Google
5 8 (2.46%) OpenAI
5 8 (2.46%) Solace
6 7 (2.15%) IBM
6 7 (2.15%) IFS
7 6 (1.85%) Splunk
8 5 (1.54%) Dynatrace
8 5 (1.54%) MathWorks
9 4 (1.23%) ForgeRock
9 4 (1.23%) Oracle
10 3 (0.92%) F5
11 2 (0.62%) ClickSoftware Technologies
11 2 (0.62%) Duck Creek
11 2 (0.62%) Guidewire
11 2 (0.62%) Siemens
12 1 (0.31%) Botify
12 1 (0.31%) Microsemi