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

6 months to
21 Jul 2026
Same period 2025 Same period 2024
Rank 360 264 273
Rank change year-on-year -96 +9 +14
Contract jobs citing Algorithms 332 322 349
As % of all contract jobs in the UK 0.63% 0.99% 0.84%
As % of the Miscellaneous category 1.90% 2.85% 2.76%
Number of daily rates quoted 180 188 222
10th Percentile £198 £400 £388
25th Percentile £397 £489 £463
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% -4.17%
75th Percentile £688 £713 £775
90th Percentile £826 £850 £874
UK excluding London median daily rate £408 £525 £500
% change year-on-year -22.38% +5.00% -
Number of hourly rates quoted 41 29 44
10th Percentile £50.25 £22.41 £32.25
25th Percentile - £43.25 £45.00
Median hourly rate £65.00 £67.00 £55.00
Median % change year-on-year -2.99% +21.82% +150.00%
75th Percentile £70.00 £75.00 £60.31
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 17,495 11,285 12,662
As % of all contract IT jobs advertised in the UK 33.19% 34.63% 30.64%
Number of daily rates quoted 10,701 6,971 8,109
10th Percentile £318 £300 £300
25th Percentile £417 £406 £415
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% -1.82%
75th Percentile £630 £645 £666
90th Percentile £749 £775 £800
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 886 539 761
10th Percentile £16.01 £15.29 £12.25
25th Percentile £19.89 £18.87 £15.92
Median hourly rate £43.96 £30.00 £38.50
Median % change year-on-year +46.53% -22.08% +10.00%
75th Percentile £70.00 £57.50 £63.75
90th Percentile £87.50 £77.50 £72.50
UK excluding London median hourly rate £43.96 £30.00 £40.00
% change year-on-year +46.53% -25.00% -12.70%

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 21 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 21 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 21 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 -70 281 £550 -1.12% 354
London -59 160 £650 +8.33% 189
UK excluding London -107 135 £408 -22.38% 197
Work from Home -40 101 £625 +19.05% 109
South East -59 43 £488 -4.88% 55
South West -15 34 - - 28
North of England -70 18 £398 -33.67% 42
East of England -48 14 £193 -65.00% 48
North West -48 12 £415 -31.55% 20
Scotland -21 11 £562 +18.37% 8
Midlands -47 8 £463 -6.00% 20
West Midlands -50 7 £463 -26.00% 7
Yorkshire -49 6 £215 -64.12% 8
Wales -18 5 £475 -29.63%
Northern Ireland 0 2 - - 5
East Midlands -15 1 - - 13

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 16 (4.82%) Apache Airflow
2 15 (4.52%) Apache Spark
3 7 (2.11%) Confluence
4 6 (1.81%) Apache
5 3 (0.90%) 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 (3.01%) CPLEX
2 7 (2.11%) Microsoft Excel
3 5 (1.51%) Microsoft Office
4 4 (1.20%) Microsoft PowerPoint
5 2 (0.60%) Spreadsheet
6 1 (0.30%) Chatbot
6 1 (0.30%) Simulink
Business Applications
1 11 (3.31%) SAP IBP
2 7 (2.11%) 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 59 (17.77%) AWS
2 55 (16.57%) Azure
3 34 (10.24%) GCP
4 16 (4.82%) GitHub
5 13 (3.92%) Dagster
6 11 (3.31%) Amazon ECS
6 11 (3.31%) AWS Lambda
6 11 (3.31%) Serverless
7 9 (2.71%) Azure DevOps
7 9 (2.71%) GitHub Actions
8 8 (2.41%) Amazon CloudWatch
8 8 (2.41%) Amazon S3
8 8 (2.41%) Power Platform
9 7 (2.11%) Amazon EKS
9 7 (2.11%) Amazon SageMaker
10 6 (1.81%) Cloud Computing
10 6 (1.81%) Google Gemini
10 6 (1.81%) Vertex AI
11 5 (1.51%) SaaS
11 5 (1.51%) Snowflake
Communications & Networking
1 16 (4.82%) HTTP
2 6 (1.81%) Multicast
3 4 (1.20%) DNS
3 4 (1.20%) Firewall
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%) Ethernet
5 1 (0.30%) Reverse Proxy
5 1 (0.30%) SAN
Database & Business Intelligence
1 18 (5.42%) MongoDB
2 16 (4.82%) Big Data
2 16 (4.82%) NoSQL
2 16 (4.82%) PostgreSQL
3 13 (3.92%) Relational Database
3 13 (3.92%) SQL Server
4 12 (3.61%) Hadoop
5 8 (2.41%) Power BI
6 7 (2.11%) KDB
7 6 (1.81%) Tableau
8 5 (1.51%) RDBMS
9 4 (1.20%) Neo4j
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%) Couchbase
11 2 (0.60%) Data Lake
11 2 (0.60%) Db2
11 2 (0.60%) Kdb+
Development Applications
1 40 (12.05%) Git
2 16 (4.82%) GitLab
3 11 (3.31%) MLflow
4 10 (3.01%) Jenkins
5 6 (1.81%) Claude Code
6 2 (0.60%) Gradle
6 2 (0.60%) JIRA
6 2 (0.60%) JMeter
6 2 (0.60%) Maven
6 2 (0.60%) Postman
6 2 (0.60%) TeamCity
7 1 (0.30%) Ant
7 1 (0.30%) Hardhat
7 1 (0.30%) JUnit
7 1 (0.30%) Octopus Deploy
7 1 (0.30%) Oracle Forms
7 1 (0.30%) REST Assured
7 1 (0.30%) Selenium
7 1 (0.30%) Visual Studio Code
7 1 (0.30%) webpack
General
1 70 (21.08%) Social Skills
2 68 (20.48%) Analytical Skills
3 51 (15.36%) Finance
4 34 (10.24%) Banking
5 18 (5.42%) Front Office
5 18 (5.42%) Investment Banking
6 17 (5.12%) Public Sector
7 8 (2.41%) Aerospace
8 7 (2.11%) Inclusion and Diversity
9 6 (1.81%) Law
9 6 (1.81%) Telecoms
10 5 (1.51%) Aviation
10 5 (1.51%) Presentation Skills
11 4 (1.20%) Documentation Skills
11 4 (1.20%) Marketing
12 3 (0.90%) Electronics
12 3 (0.90%) Financial Institution
12 3 (0.90%) Military
12 3 (0.90%) Police
12 3 (0.90%) Retail
Job Titles
1 87 (26.20%) Developer
2 62 (18.67%) Senior
3 44 (13.25%) Data Scientist
3 44 (13.25%) Software Engineer
4 27 (8.13%) Algorithm Engineer
5 22 (6.63%) Python Developer
6 20 (6.02%) Java Developer
7 17 (5.12%) Senior Developer
8 15 (4.52%) Architect
8 15 (4.52%) Consultant
9 13 (3.92%) C++ Software Engineer
10 12 (3.61%) Artificial Intelligence Engineer
11 11 (3.31%) Data Engineer
11 11 (3.31%) Full-Stack Engineer
12 10 (3.01%) Lead
12 10 (3.01%) SAP Consultant
12 10 (3.01%) Senior Data Scientist
12 10 (3.01%) Solutions Architect
13 9 (2.71%) Quantitative Developer
13 9 (2.71%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 36 (10.84%) Pandas
2 34 (10.24%) PyTorch
3 32 (9.64%) NumPy
4 30 (9.04%) Kafka
5 27 (8.13%) TensorFlow
6 23 (6.93%) scikit-learn
7 20 (6.02%) React
8 19 (5.72%) FIX Protocol
9 17 (5.12%) JSON
10 15 (4.52%) PySpark
10 15 (4.52%) RESTful
11 14 (4.22%) FastAPI
11 14 (4.22%) Spring
12 13 (3.92%) Hugging Face
12 13 (3.92%) REST
12 13 (3.92%) Spring Boot
13 10 (3.01%) LangChain
13 10 (3.01%) RabbitMQ
14 9 (2.71%) OpenAPI
14 9 (2.71%) WebSockets
Miscellaneous
1 80 (24.10%) Data Structures
2 44 (13.25%) Distributed Systems
3 21 (6.33%) Foreign Exchange (FX)
4 17 (5.12%) Cloud Native
5 15 (4.52%) Derivative
6 14 (4.22%) AI Agents
6 14 (4.22%) Product Ownership
7 11 (3.31%) Equities
8 7 (2.11%) IoT
9 6 (1.81%) Data Protection Act
9 6 (1.81%) Legacy Systems
10 5 (1.51%) Fixed Income
10 5 (1.51%) Robotics
10 5 (1.51%) Self-Motivation
11 4 (1.20%) Distributed Denial-of-Service
11 4 (1.20%) Enterprise Software
12 3 (0.90%) Onboarding
12 3 (0.90%) OTC Derivatives
12 3 (0.90%) Reference Data
12 3 (0.90%) Virtual Team
Operating Systems
1 4 (1.20%) Linux
2 3 (0.90%) Windows
3 2 (0.60%) Android
4 1 (0.30%) Unix
4 1 (0.30%) VMS
4 1 (0.30%) Windows Server
Processes & Methodologies
1 122 (36.75%) Machine Learning
2 96 (28.92%) AI
3 86 (25.90%) Software Engineering
4 83 (25.00%) CI/CD
5 78 (23.49%) Computer Science
6 71 (21.39%) Data Science
7 69 (20.78%) Problem-Solving
8 55 (16.57%) Analytics
9 46 (13.86%) Containerisation
9 46 (13.86%) Mathematics
10 42 (12.65%) Data Pipeline
11 41 (12.35%) Microservices
12 38 (11.45%) Agile
12 38 (11.45%) LLM
12 38 (11.45%) Multithreading
13 36 (10.84%) Low Latency
14 33 (9.94%) DevOps
15 32 (9.64%) Data Analysis
15 32 (9.64%) Full-Stack Development
16 29 (8.73%) Observability
Programming Languages
1 150 (45.18%) Python
2 72 (21.69%) SQL
3 71 (21.39%) Java
4 39 (11.75%) C#
5 30 (9.04%) C++
6 24 (7.23%) TypeScript
7 17 (5.12%) PowerShell
8 16 (4.82%) MATLAB
8 16 (4.82%) R
9 14 (4.22%) JavaScript
10 13 (3.92%) Ada
10 13 (3.92%) Rust
11 11 (3.31%) Kotlin
12 7 (2.11%) Go
13 5 (1.51%) C
14 4 (1.20%) SPARQL
15 3 (0.90%) Scala
16 1 (0.30%) Bash
16 1 (0.30%) Ruby
16 1 (0.30%) Solidity
Qualifications
1 64 (19.28%) Degree
2 36 (10.84%) Security Cleared
3 21 (6.33%) Computer Science Degree
3 21 (6.33%) SC Cleared
4 19 (5.72%) Master's Degree
5 16 (4.82%) BPSS Clearance
6 14 (4.22%) PhD
7 10 (3.01%) DBS Check
8 2 (0.60%) 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 12 (3.61%) Data Quality
2 11 (3.31%) Accessibility
3 8 (2.41%) QA
4 4 (1.20%) Actionable Recommendations
4 4 (1.20%) ISO/IEC 27001
5 3 (0.90%) Disclosure Scotland
5 3 (0.90%) GDPR
5 3 (0.90%) NIST
5 3 (0.90%) PCI DSS
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%) DO-254
System Software
1 45 (13.55%) Docker
2 2 (0.60%) Apache ZooKeeper
2 2 (0.60%) Firmware
3 1 (0.30%) Active Directory
Systems Management
1 29 (8.73%) Kubernetes
2 8 (2.41%) Ansible
3 7 (2.11%) Grafana
4 4 (1.20%) Kubeflow
4 4 (1.20%) Terraform
5 2 (0.60%) Istio
6 1 (0.30%) Argo
6 1 (0.30%) HP Fortify
6 1 (0.30%) Kibana
6 1 (0.30%) logstash
6 1 (0.30%) Prometheus
Vendors
1 20 (6.02%) Databricks
2 17 (5.12%) Microsoft
3 12 (3.61%) SAP
4 10 (3.01%) Google
4 10 (3.01%) OpenAI
5 9 (2.71%) Solace
6 8 (2.41%) IBM
7 7 (2.11%) IFS
8 5 (1.51%) MathWorks
8 5 (1.51%) Oracle
9 4 (1.20%) Splunk
10 3 (0.90%) Duck Creek
10 3 (0.90%) F5
10 3 (0.90%) Guidewire
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%) Dynatrace
11 2 (0.60%) ION Trading