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

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 359 267 292
Rank change year-on-year -92 +25 -7
Contract jobs citing Algorithms 335 323 343
As % of all contract jobs in the UK 0.63% 0.99% 0.84%
As % of the Miscellaneous category 1.91% 2.85% 2.74%
Number of daily rates quoted 187 191 217
10th Percentile £198 £400 £378
25th Percentile £400 £477 £463
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% -4.17%
75th Percentile £700 £705 £775
90th Percentile £825 £850 £868
UK excluding London median daily rate £400 £525 £500
% change year-on-year -23.81% +5.00% -
Number of hourly rates quoted 41 30 44
10th Percentile £50.25 £22.46 £32.25
25th Percentile - £38.94 £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 £74.69 £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 17,556 11,324 12,527
As % of all contract IT jobs advertised in the UK 33.27% 34.65% 30.68%
Number of daily rates quoted 10,740 6,998 8,033
10th Percentile £318 £300 £300
25th Percentile £417 £406 £418
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% -1.82%
75th Percentile £630 £644 £672
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 899 543 732
10th Percentile £16.01 £15.17 £12.25
25th Percentile £21.00 £18.87 £16.25
Median hourly rate £43.96 £30.00 £40.00
Median % change year-on-year +46.53% -25.00% +11.11%
75th Percentile £70.00 £57.50 £65.00
90th Percentile £87.16 £77.50 £72.50
UK excluding London median hourly rate £43.96 £30.25 £41.25
% change year-on-year +45.32% -26.67% -9.16%

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 24 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 24 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 24 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 -91 285 £550 - 420
London -68 164 £650 +8.33% 230
UK excluding London -111 133 £400 -23.81% 224
Work from Home -36 100 £625 +19.27% 128
South East -55 42 £500 - 60
South West -18 34 - - 37
North of England -63 18 £398 -31.53% 44
East of England -45 14 £193 -65.00% 53
North West -46 12 £415 -26.22% 23
Scotland -15 11 £562 +12.45% 12
Midlands -51 9 £400 -18.70% 22
West Midlands -58 7 £463 -26.00% 8
Yorkshire -41 6 £215 -64.12% 9
Wales -19 4 £550 -18.52%
East Midlands -13 2 £180 -36.51% 14
Northern Ireland +1 1 - - 5

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 15 (4.48%) Apache Airflow
2 13 (3.88%) Apache Spark
3 7 (2.09%) Confluence
4 6 (1.79%) 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 (2.99%) CPLEX
2 6 (1.79%) Microsoft Excel
3 4 (1.19%) Microsoft Office
4 3 (0.90%) Microsoft PowerPoint
5 2 (0.60%) Spreadsheet
6 1 (0.30%) Chatbot
6 1 (0.30%) Simulink
Business Applications
1 11 (3.28%) SAP IBP
2 7 (2.09%) 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 60 (17.91%) AWS
2 55 (16.42%) Azure
3 37 (11.04%) GCP
4 18 (5.37%) GitHub
5 12 (3.58%) Dagster
6 11 (3.28%) Amazon ECS
6 11 (3.28%) AWS Lambda
6 11 (3.28%) Serverless
7 9 (2.69%) Azure DevOps
8 8 (2.39%) Amazon CloudWatch
8 8 (2.39%) Amazon S3
8 8 (2.39%) Cloud Computing
8 8 (2.39%) GitHub Actions
9 7 (2.09%) Amazon EKS
9 7 (2.09%) Google Gemini
9 7 (2.09%) Power Platform
10 6 (1.79%) Amazon SageMaker
10 6 (1.79%) Vertex AI
11 5 (1.49%) SaaS
11 5 (1.49%) Snowflake
Communications & Networking
1 16 (4.78%) HTTP
2 6 (1.79%) Multicast
3 4 (1.19%) DNS
3 4 (1.19%) Firewall
3 4 (1.19%) HTTPS
3 4 (1.19%) 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 (5.37%) MongoDB
2 17 (5.07%) NoSQL
3 16 (4.78%) PostgreSQL
4 13 (3.88%) Big Data
4 13 (3.88%) Relational Database
5 12 (3.58%) SQL Server
6 10 (2.99%) Hadoop
7 7 (2.09%) KDB
7 7 (2.09%) Power BI
8 6 (1.79%) Tableau
9 5 (1.49%) RDBMS
10 4 (1.19%) Neo4j
11 3 (0.90%) Redis
11 3 (0.90%) Spark SQL
12 2 (0.60%) Apache Cassandra
12 2 (0.60%) BigQuery
12 2 (0.60%) Couchbase
12 2 (0.60%) Data Lake
12 2 (0.60%) Db2
12 2 (0.60%) Kdb+
Development Applications
1 41 (12.24%) Git
2 16 (4.78%) GitLab
3 10 (2.99%) Jenkins
3 10 (2.99%) MLflow
4 6 (1.79%) Claude Code
5 2 (0.60%) Gradle
5 2 (0.60%) JIRA
5 2 (0.60%) JMeter
5 2 (0.60%) Maven
5 2 (0.60%) Postman
5 2 (0.60%) TeamCity
6 1 (0.30%) Bitbucket
6 1 (0.30%) Cucumber
6 1 (0.30%) Hardhat
6 1 (0.30%) Octopus Deploy
6 1 (0.30%) REST Assured
6 1 (0.30%) Selenium
6 1 (0.30%) SoapUI
6 1 (0.30%) Visual Studio Code
6 1 (0.30%) webpack
General
1 69 (20.60%) Social Skills
2 65 (19.40%) Analytical Skills
3 55 (16.42%) Finance
4 34 (10.15%) Banking
5 19 (5.67%) Public Sector
6 17 (5.07%) Front Office
6 17 (5.07%) Investment Banking
7 11 (3.28%) Aerospace
8 9 (2.69%) Telecoms
9 7 (2.09%) Inclusion and Diversity
10 6 (1.79%) Law
11 5 (1.49%) Aviation
11 5 (1.49%) Manufacturing
11 5 (1.49%) Presentation Skills
12 4 (1.19%) Documentation Skills
12 4 (1.19%) Marketing
13 3 (0.90%) Financial Institution
13 3 (0.90%) Military
13 3 (0.90%) Police
13 3 (0.90%) Retail
Job Titles
1 86 (25.67%) Developer
2 62 (18.51%) Senior
3 46 (13.73%) Data Scientist
4 44 (13.13%) Software Engineer
5 27 (8.06%) Algorithm Engineer
6 22 (6.57%) Python Developer
7 20 (5.97%) Java Developer
8 17 (5.07%) Senior Developer
9 15 (4.48%) Architect
9 15 (4.48%) Consultant
10 14 (4.18%) Artificial Intelligence Engineer
11 13 (3.88%) C++ Software Engineer
12 12 (3.58%) Full-Stack Engineer
13 11 (3.28%) Data Engineer
13 11 (3.28%) Lead
14 10 (2.99%) Quantitative Developer
14 10 (2.99%) SAP Consultant
14 10 (2.99%) Senior Data Scientist
14 10 (2.99%) Solutions Architect
15 9 (2.69%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 33 (9.85%) Pandas
2 32 (9.55%) PyTorch
3 30 (8.96%) Kafka
4 29 (8.66%) NumPy
5 25 (7.46%) TensorFlow
6 23 (6.87%) React
7 20 (5.97%) scikit-learn
8 19 (5.67%) FIX Protocol
9 18 (5.37%) JSON
10 15 (4.48%) RESTful
11 14 (4.18%) FastAPI
11 14 (4.18%) PySpark
11 14 (4.18%) Spring
12 13 (3.88%) REST
12 13 (3.88%) Spring Boot
13 12 (3.58%) Hugging Face
14 10 (2.99%) LangChain
14 10 (2.99%) RabbitMQ
15 9 (2.69%) Django
15 9 (2.69%) WebSockets
Miscellaneous
1 82 (24.48%) Data Structures
2 45 (13.43%) Distributed Systems
3 22 (6.57%) Foreign Exchange (FX)
4 18 (5.37%) Cloud Native
5 16 (4.78%) Derivative
6 15 (4.48%) AI Agents
7 14 (4.18%) Product Ownership
8 11 (3.28%) Equities
9 7 (2.09%) IoT
10 6 (1.79%) Legacy Systems
11 5 (1.49%) Data Protection Act
11 5 (1.49%) Enterprise Software
11 5 (1.49%) Robotics
11 5 (1.49%) Self-Motivation
12 4 (1.19%) Distributed Denial-of-Service
12 4 (1.19%) Exotic Derivative
12 4 (1.19%) Fixed Income
12 4 (1.19%) OTC Derivatives
13 3 (0.90%) Onboarding
13 3 (0.90%) Virtual Team
Operating Systems
1 4 (1.19%) 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
1 125 (37.31%) Machine Learning
2 101 (30.15%) AI
3 88 (26.27%) Software Engineering
4 81 (24.18%) Computer Science
5 79 (23.58%) CI/CD
6 73 (21.79%) Data Science
7 69 (20.60%) Problem-Solving
8 56 (16.72%) Analytics
9 50 (14.93%) Mathematics
10 45 (13.43%) Containerisation
11 41 (12.24%) Microservices
12 40 (11.94%) Agile
13 39 (11.64%) Data Pipeline
14 38 (11.34%) LLM
15 37 (11.04%) Low Latency
15 37 (11.04%) Multithreading
16 34 (10.15%) DevOps
17 33 (9.85%) Full-Stack Development
18 31 (9.25%) Data Analysis
19 30 (8.96%) Observability
Programming Languages
1 151 (45.07%) Python
2 75 (22.39%) Java
3 70 (20.90%) SQL
4 39 (11.64%) C#
5 31 (9.25%) C++
6 24 (7.16%) TypeScript
7 19 (5.67%) JavaScript
8 17 (5.07%) PowerShell
9 16 (4.78%) R
10 15 (4.48%) MATLAB
11 13 (3.88%) Ada
11 13 (3.88%) Rust
12 11 (3.28%) Kotlin
13 7 (2.09%) Go
14 5 (1.49%) C
15 4 (1.19%) SPARQL
16 3 (0.90%) Scala
17 1 (0.30%) Bash
17 1 (0.30%) Embedded C
17 1 (0.30%) Tcl
Qualifications
1 67 (20.00%) Degree
2 41 (12.24%) Security Cleared
3 26 (7.76%) SC Cleared
4 21 (6.27%) Computer Science Degree
5 19 (5.67%) Master's Degree
6 17 (5.07%) PhD
7 16 (4.78%) BPSS Clearance
8 11 (3.28%) DBS Check
9 2 (0.60%) 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%) HNC
10 1 (0.30%) HND
10 1 (0.30%) Microsoft Certified Professional
Quality Assurance & Compliance
1 12 (3.58%) Data Quality
2 11 (3.28%) Accessibility
3 8 (2.39%) QA
4 4 (1.19%) Actionable Recommendations
4 4 (1.19%) 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 41 (12.24%) Docker
2 2 (0.60%) Apache ZooKeeper
2 2 (0.60%) Firmware
3 1 (0.30%) Active Directory
Systems Management
1 27 (8.06%) Kubernetes
2 8 (2.39%) Ansible
3 7 (2.09%) Grafana
4 4 (1.19%) Kubeflow
4 4 (1.19%) 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 19 (5.67%) Databricks
2 18 (5.37%) Microsoft
3 12 (3.58%) SAP
4 11 (3.28%) Google
5 10 (2.99%) OpenAI
6 9 (2.69%) Solace
7 8 (2.39%) IBM
8 7 (2.09%) IFS
9 5 (1.49%) MathWorks
10 4 (1.19%) Oracle
10 4 (1.19%) Splunk
11 3 (0.90%) Duck Creek
11 3 (0.90%) F5
11 3 (0.90%) Guidewire
12 2 (0.60%) AppDynamics
12 2 (0.60%) Bloomberg
12 2 (0.60%) Charles River
12 2 (0.60%) ClickSoftware Technologies
12 2 (0.60%) Dynatrace
12 2 (0.60%) Siemens