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

6 months to
8 Aug 2026
Same period 2025 Same period 2024
Rank 363 279 273
Rank change year-on-year -84 -6 +14
Contract jobs citing Algorithms 325 310 332
As % of all contract jobs in the UK 0.61% 0.94% 0.85%
As % of the Miscellaneous category 1.81% 2.69% 2.80%
Number of daily rates quoted 191 187 225
10th Percentile £194 £384 £376
25th Percentile £383 £463 £463
Median daily rate (50th Percentile) £550 £550 £600
Median % change year-on-year - -8.33% -1.03%
75th Percentile £700 £699 £775
90th Percentile £813 £850 £863
UK excluding London median daily rate £378 £509 £490
% change year-on-year -25.77% +3.93% -2.10%
Number of hourly rates quoted 35 26 34
10th Percentile £53.53 £22.28 £29.10
25th Percentile - £47.63 £34.31
Median hourly rate £65.00 £67.00 £51.25
Median % change year-on-year -2.99% +30.73% +105.00%
75th Percentile £74.38 £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 17,936 11,508 11,860
As % of all contract IT jobs advertised in the UK 33.46% 34.99% 30.45%
Number of daily rates quoted 10,900 7,093 7,602
10th Percentile £325 £305 £300
25th Percentile £425 £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 £825
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 986 552 611
10th Percentile £15.24 £15.13 £12.30
25th Percentile £19.46 £18.87 £18.23
Median hourly rate £43.10 £29.75 £45.00
Median % change year-on-year +44.88% -33.89% +12.98%
75th Percentile £70.00 £57.50 £67.01
90th Percentile £85.00 £77.50 £75.00
UK excluding London median hourly rate £43.96 £30.00 £45.00
% change year-on-year +46.53% -33.33% +4.05%

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 8 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 8 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 8 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 -88 283 £550 - 652
London -60 164 £668 +16.09% 356
UK excluding London -92 129 £378 -25.77% 330
Work from Home -47 92 £625 +25.00% 217
South East -55 40 £500 - 92
South West -24 29 - - 49
North of England -75 20 £381 -34.45% 49
East of England -38 16 £200 -61.90% 81
North West -44 14 £398 -29.24% 26
Scotland -13 12 £556 +11.10% 20
Midlands -47 10 £306 -37.75% 35
West Midlands -49 7 £463 -19.57% 20
Yorkshire -36 6 £215 -64.12% 10
East Midlands -11 3 £180 -36.51% 15
Northern Ireland +2 1 - - 10
Wales -15 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 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 51 (15.69%) AWS
3 43 (13.23%) GCP
4 18 (5.54%) GitHub
5 10 (3.08%) Cloud Computing
6 8 (2.46%) AWS Lambda
6 8 (2.46%) Dagster
6 8 (2.46%) Power Platform
6 8 (2.46%) Serverless
7 7 (2.15%) Amazon EKS
7 7 (2.15%) Azure DevOps
7 7 (2.15%) GitHub Actions
8 6 (1.85%) Google Gemini
9 5 (1.54%) Amazon ECS
9 5 (1.54%) Amazon SageMaker
9 5 (1.54%) Snowflake
9 5 (1.54%) Vertex AI
10 4 (1.23%) Amazon S3
10 4 (1.23%) Azure Machine Learning
10 4 (1.23%) Kong
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 17 (5.23%) PostgreSQL
4 15 (4.62%) Relational Database
5 12 (3.69%) SQL Server
6 11 (3.38%) Big Data
7 8 (2.46%) Hadoop
7 8 (2.46%) Power BI
8 7 (2.15%) KDB
8 7 (2.15%) Tableau
9 6 (1.85%) RDBMS
10 4 (1.23%) Data Mining
10 4 (1.23%) DuckDB
10 4 (1.23%) Neo4j
11 3 (0.92%) MySQL
11 3 (0.92%) Redis
11 3 (0.92%) Spark SQL
12 2 (0.62%) Apache Cassandra
12 2 (0.62%) Couchbase
12 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 58 (17.85%) Analytical Skills
2 58 (17.85%) Finance
3 33 (10.15%) Banking
4 16 (4.92%) Investment Banking
4 16 (4.92%) Public Sector
5 15 (4.62%) Front Office
6 12 (3.69%) Aerospace
7 11 (3.38%) Telecoms
8 8 (2.46%) Manufacturing
9 5 (1.54%) Inclusion and Diversity
9 5 (1.54%) Law
10 4 (1.23%) Marketing
10 4 (1.23%) Retail
11 3 (0.92%) Aviation
11 3 (0.92%) Electronics
11 3 (0.92%) Financial Institution
11 3 (0.92%) Military
11 3 (0.92%) Organisational Skills
11 3 (0.92%) Presentation Skills
Job Titles
1 80 (24.62%) Developer
2 52 (16.00%) Senior
3 40 (12.31%) Data Scientist
4 39 (12.00%) Software Engineer
5 21 (6.46%) Algorithm Engineer
6 19 (5.85%) Java Developer
6 19 (5.85%) Python Developer
7 16 (4.92%) Consultant
8 15 (4.62%) Architect
8 15 (4.62%) Artificial Intelligence Engineer
9 13 (4.00%) C++ Software Engineer
9 13 (4.00%) Senior Developer
10 11 (3.38%) Data Engineer
10 11 (3.38%) Lead
11 10 (3.08%) Full-Stack Engineer
11 10 (3.08%) Quantitative Developer
11 10 (3.08%) SAP Consultant
11 10 (3.08%) Solutions Architect
12 8 (2.46%) Senior Data Scientist
12 8 (2.46%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 30 (9.23%) Kafka
2 28 (8.62%) PyTorch
3 27 (8.31%) Pandas
4 26 (8.00%) React
5 23 (7.08%) NumPy
5 23 (7.08%) TensorFlow
6 19 (5.85%) scikit-learn
7 18 (5.54%) FIX Protocol
7 18 (5.54%) JSON
8 14 (4.31%) RESTful
9 13 (4.00%) PySpark
10 12 (3.69%) Spring
10 12 (3.69%) WebSockets
11 11 (3.38%) FastAPI
11 11 (3.38%) Redux
11 11 (3.38%) Spring Boot
12 10 (3.08%) AngularJS
12 10 (3.08%) Hugging Face
13 9 (2.77%) LangChain
13 9 (2.77%) REST
Miscellaneous
1 86 (26.46%) Data Structures
2 49 (15.08%) Distributed Systems
3 21 (6.46%) Foreign Exchange (FX)
4 17 (5.23%) Derivative
5 16 (4.92%) Cloud Native
6 14 (4.31%) AI Agents
7 13 (4.00%) Product Ownership
8 9 (2.77%) Equities
9 8 (2.46%) Robotics
10 7 (2.15%) Enterprise Software
11 6 (1.85%) Data Protection Act
11 6 (1.85%) IoT
12 5 (1.54%) Self-Motivation
13 4 (1.23%) Distributed Denial-of-Service
13 4 (1.23%) Embedded Systems
13 4 (1.23%) Exotic Derivative
13 4 (1.23%) Fixed Income
13 4 (1.23%) OTC Derivatives
14 3 (0.92%) Reference Data
14 3 (0.92%) Virtual Team
Operating Systems
1 3 (0.92%) Linux
1 3 (0.92%) Windows
2 1 (0.31%) Android
2 1 (0.31%) Unix
2 1 (0.31%) Windows Server
Processes & Methodologies
1 111 (34.15%) Machine Learning
2 94 (28.92%) AI
3 91 (28.00%) Software Engineering
4 85 (26.15%) Computer Science
5 70 (21.54%) CI/CD
6 68 (20.92%) Problem-Solving
7 60 (18.46%) Data Science
8 52 (16.00%) Analytics
9 48 (14.77%) Mathematics
10 42 (12.92%) Agile
11 38 (11.69%) Containerisation
11 38 (11.69%) Low Latency
12 35 (10.77%) LLM
13 34 (10.46%) Data Pipeline
13 34 (10.46%) Multithreading
14 33 (10.15%) Microservices
15 32 (9.85%) DevOps
16 31 (9.54%) Observability
17 30 (9.23%) Data Analysis
18 29 (8.92%) Validation
Programming Languages
1 140 (43.08%) Python
2 72 (22.15%) Java
3 66 (20.31%) SQL
4 40 (12.31%) C#
5 33 (10.15%) C++
6 25 (7.69%) JavaScript
7 24 (7.38%) TypeScript
8 18 (5.54%) PowerShell
9 15 (4.62%) R
10 13 (4.00%) MATLAB
10 13 (4.00%) Rust
11 10 (3.08%) Ada
12 7 (2.15%) Go
13 6 (1.85%) Kotlin
14 5 (1.54%) C
15 4 (1.23%) Scala
15 4 (1.23%) SPARQL
16 2 (0.62%) Embedded C++
17 1 (0.31%) Shell Script
17 1 (0.31%) Tcl
Qualifications
1 69 (21.23%) Degree
2 40 (12.31%) Security Cleared
3 26 (8.00%) SC Cleared
4 25 (7.69%) Computer Science Degree
5 17 (5.23%) Master's Degree
6 14 (4.31%) BPSS Clearance
7 13 (4.00%) PhD
8 12 (3.69%) DBS Check
9 4 (1.23%) Numerate Degree
10 1 (0.31%) (ISC)2 CCSP
10 1 (0.31%) CEH
10 1 (0.31%) Cisco Certification
10 1 (0.31%) CISSP
10 1 (0.31%) DV Cleared
10 1 (0.31%) HNC
10 1 (0.31%) HND
10 1 (0.31%) Microsoft Certified Professional
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%) NIST
5 3 (0.92%) PCI DSS
6 2 (0.62%) Actionable Recommendations
6 2 (0.62%) Automotive SPICE
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
System Software
1 38 (11.69%) Docker
2 2 (0.62%) Apache ZooKeeper
2 2 (0.62%) Firmware
3 1 (0.31%) Active Directory
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
3 4 (1.23%) Terraform
4 2 (0.62%) Functional Safety
4 2 (0.62%) Istio
5 1 (0.31%) Kibana
5 1 (0.31%) logstash
5 1 (0.31%) Prometheus
Vendors
1 17 (5.23%) Databricks
1 17 (5.23%) Microsoft
2 12 (3.69%) SAP
3 10 (3.08%) Google
4 9 (2.77%) 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