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

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 357 262 269
Rank change year-on-year -95 +7 +10
Contract jobs citing Algorithms 329 320 363
As % of all contract jobs in the UK 0.62% 0.98% 0.86%
As % of the Miscellaneous category 1.88% 2.84% 2.82%
Number of daily rates quoted 177 188 222
10th Percentile £198 £400 £400
25th Percentile £400 £489 £463
Median daily rate (50th Percentile) £550 £550 £561
Median % change year-on-year - -2.00% -6.46%
75th Percentile £688 £713 £775
90th Percentile £830 £850 £862
UK excluding London median daily rate £415 £525 £488
% change year-on-year -20.95% +7.53% -2.35%
Number of hourly rates quoted 42 30 54
10th Percentile £50.58 £22.46 £32.25
25th Percentile £63.13 £38.94 £47.06
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 £58.75
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 17,509 11,276 12,889
As % of all contract IT jobs advertised in the UK 33.25% 34.67% 30.54%
Number of daily rates quoted 10,724 6,979 8,211
10th Percentile £317 £300 £284
25th Percentile £416 £406 £413
Median daily rate (50th Percentile) £525 £525 £538
Median % change year-on-year - -2.42% -2.18%
75th Percentile £630 £648 £663
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 888 538 820
10th Percentile £16.01 £15.33 £12.25
25th Percentile £20.58 £18.87 £15.75
Median hourly rate £43.96 £30.25 £37.50
Median % change year-on-year +45.32% -19.33% +25.00%
75th Percentile £70.06 £58.46 £63.75
90th Percentile £87.50 £77.50 £72.50
UK excluding London median hourly rate £43.96 £30.50 £40.00
% change year-on-year +44.13% -23.75% +4.61%

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 17 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 17 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 17 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 -100 277 £550 - 297
London -73 157 £650 +8.33% 145
UK excluding London -97 134 £415 -20.95% 181
Work from Home -36 101 £625 +19.05% 84
South East -54 42 £488 -4.88% 55
South West -20 34 - - 29
North of England -75 17 £415 -30.83% 37
East of England -44 15 £193 -65.00% 39
Scotland -14 11 £562 +18.37% 7
North West -52 11 £415 -26.22% 14
Midlands -54 8 £463 +63.14% 20
West Midlands -53 7 £463 - 6
Yorkshire -39 6 £215 -64.12% 10
Wales -16 5 £475 -22.45%
Northern Ireland -1 2 - - 3
East Midlands -17 1 - - 14

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 (4.86%) Apache Airflow
2 15 (4.56%) Apache Spark
3 7 (2.13%) Confluence
4 6 (1.82%) Apache
5 3 (0.91%) 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 (3.04%) CPLEX
2 7 (2.13%) Microsoft Excel
3 5 (1.52%) Microsoft Office
4 4 (1.22%) Microsoft PowerPoint
5 2 (0.61%) Simulink
5 2 (0.61%) Spreadsheet
6 1 (0.30%) Chatbot
Business Applications
1 11 (3.34%) SAP IBP
2 7 (2.13%) ProductWriter
3 2 (0.61%) Bloomberg AIM
3 2 (0.61%) Fidessa
3 2 (0.61%) IBM Operational Decision Manager
4 1 (0.30%) SAP APO
4 1 (0.30%) SAP ERP
Cloud Services
1 60 (18.24%) AWS
2 55 (16.72%) Azure
3 30 (9.12%) GCP
4 16 (4.86%) GitHub
5 13 (3.95%) Dagster
6 11 (3.34%) Amazon ECS
6 11 (3.34%) AWS Lambda
6 11 (3.34%) Serverless
7 9 (2.74%) Azure DevOps
7 9 (2.74%) GitHub Actions
7 9 (2.74%) Power Platform
8 8 (2.43%) Amazon CloudWatch
8 8 (2.43%) Amazon S3
8 8 (2.43%) Amazon SageMaker
9 7 (2.13%) Amazon EKS
9 7 (2.13%) Cloud Computing
10 6 (1.82%) Vertex AI
11 5 (1.52%) SaaS
11 5 (1.52%) Snowflake
12 4 (1.22%) Amazon SQS
Communications & Networking
1 16 (4.86%) HTTP
2 6 (1.82%) Multicast
3 4 (1.22%) DNS
3 4 (1.22%) Firewall
3 4 (1.22%) HTTPS
3 4 (1.22%) SSL
4 3 (0.91%) BIG-IP
4 3 (0.91%) F5 BIG-IP LTM
4 3 (0.91%) Network Security
4 3 (0.91%) TCP/IP
5 2 (0.61%) Ethernet
6 1 (0.30%) Broadband
6 1 (0.30%) DMZ
6 1 (0.30%) Reverse Proxy
6 1 (0.30%) SAN
Database & Business Intelligence
1 17 (5.17%) Big Data
1 17 (5.17%) MongoDB
2 16 (4.86%) NoSQL
2 16 (4.86%) PostgreSQL
3 13 (3.95%) Hadoop
3 13 (3.95%) SQL Server
4 12 (3.65%) Relational Database
5 9 (2.74%) Power BI
6 7 (2.13%) KDB
6 7 (2.13%) Tableau
7 4 (1.22%) Neo4j
7 4 (1.22%) RDBMS
8 3 (0.91%) Redis
9 2 (0.61%) Apache Cassandra
9 2 (0.61%) Couchbase
9 2 (0.61%) Data Lake
9 2 (0.61%) Data Mining
9 2 (0.61%) Db2
9 2 (0.61%) Kdb+
9 2 (0.61%) MySQL
Development Applications
1 40 (12.16%) Git
2 15 (4.56%) GitLab
3 11 (3.34%) MLflow
4 10 (3.04%) Jenkins
5 5 (1.52%) Claude Code
6 2 (0.61%) Gradle
6 2 (0.61%) JIRA
6 2 (0.61%) JMeter
6 2 (0.61%) Maven
6 2 (0.61%) Postman
6 2 (0.61%) TeamCity
7 1 (0.30%) Bitbucket
7 1 (0.30%) Cucumber
7 1 (0.30%) Hardhat
7 1 (0.30%) Octopus Deploy
7 1 (0.30%) REST Assured
7 1 (0.30%) Selenium
7 1 (0.30%) SoapUI
7 1 (0.30%) Visual Studio Code
7 1 (0.30%) webpack
General
1 72 (21.88%) Social Skills
2 67 (20.36%) Analytical Skills
3 51 (15.50%) Finance
4 35 (10.64%) Banking
5 18 (5.47%) Front Office
5 18 (5.47%) Investment Banking
6 17 (5.17%) Public Sector
7 8 (2.43%) Aerospace
7 8 (2.43%) Inclusion and Diversity
8 6 (1.82%) Law
8 6 (1.82%) Telecoms
9 5 (1.52%) Aviation
9 5 (1.52%) Presentation Skills
10 4 (1.22%) Documentation Skills
10 4 (1.22%) Electronics
10 4 (1.22%) Marketing
11 3 (0.91%) Financial Institution
11 3 (0.91%) Police
11 3 (0.91%) Retail
12 2 (0.61%) Organisational Skills
Job Titles
1 85 (25.84%) Developer
2 62 (18.84%) Senior
3 45 (13.68%) Data Scientist
4 44 (13.37%) Software Engineer
5 27 (8.21%) Algorithm Engineer
6 20 (6.08%) Java Developer
6 20 (6.08%) Python Developer
7 17 (5.17%) Senior Developer
8 15 (4.56%) Consultant
9 14 (4.26%) Architect
10 13 (3.95%) C++ Software Engineer
11 11 (3.34%) Artificial Intelligence Engineer
11 11 (3.34%) Data Engineer
12 10 (3.04%) Lead
12 10 (3.04%) SAP Consultant
12 10 (3.04%) Senior Data Scientist
13 9 (2.74%) Full-Stack Engineer
13 9 (2.74%) Quantitative Developer
13 9 (2.74%) Senior Java Developer
13 9 (2.74%) Solutions Architect
Libraries, Frameworks & Software Standards
1 37 (11.25%) Pandas
2 34 (10.33%) PyTorch
3 33 (10.03%) NumPy
4 29 (8.81%) Kafka
5 27 (8.21%) TensorFlow
6 24 (7.29%) scikit-learn
7 19 (5.78%) FIX Protocol
7 19 (5.78%) React
8 15 (4.56%) RESTful
9 14 (4.26%) PySpark
9 14 (4.26%) Spring
10 13 (3.95%) FastAPI
10 13 (3.95%) Hugging Face
10 13 (3.95%) JSON
10 13 (3.95%) REST
10 13 (3.95%) Spring Boot
11 10 (3.04%) RabbitMQ
12 9 (2.74%) Django
12 9 (2.74%) Swagger
12 9 (2.74%) WebSockets
Miscellaneous
1 79 (24.01%) Data Structures
2 43 (13.07%) Distributed Systems
3 21 (6.38%) Foreign Exchange (FX)
4 15 (4.56%) Cloud Native
4 15 (4.56%) Derivative
5 14 (4.26%) Product Ownership
6 11 (3.34%) AI Agents
6 11 (3.34%) Equities
7 7 (2.13%) IoT
8 6 (1.82%) Data Protection Act
8 6 (1.82%) Legacy Systems
9 5 (1.52%) Fixed Income
9 5 (1.52%) Robotics
9 5 (1.52%) Self-Motivation
10 4 (1.22%) Distributed Denial-of-Service
10 4 (1.22%) Enterprise Software
11 3 (0.91%) Distributed Applications
11 3 (0.91%) Distributed Architecture
11 3 (0.91%) OTC Derivatives
11 3 (0.91%) Virtual Team
Operating Systems
1 4 (1.22%) Linux
2 2 (0.61%) Android
2 2 (0.61%) Windows
3 1 (0.30%) Unix
3 1 (0.30%) VMS
3 1 (0.30%) Windows Server
Processes & Methodologies
1 122 (37.08%) Machine Learning
2 94 (28.57%) AI
3 86 (26.14%) Software Engineering
4 78 (23.71%) CI/CD
4 78 (23.71%) Computer Science
5 72 (21.88%) Data Science
6 70 (21.28%) Problem-Solving
7 57 (17.33%) Analytics
8 44 (13.37%) Containerisation
8 44 (13.37%) Mathematics
9 42 (12.77%) Data Pipeline
10 38 (11.55%) Multithreading
11 37 (11.25%) Agile
11 37 (11.25%) Microservices
12 36 (10.94%) LLM
12 36 (10.94%) Low Latency
13 34 (10.33%) Data Analysis
14 32 (9.73%) DevOps
15 31 (9.42%) Visualisation
16 29 (8.81%) Full-Stack Development
Programming Languages
1 147 (44.68%) Python
2 73 (22.19%) SQL
3 71 (21.58%) Java
4 39 (11.85%) C#
5 30 (9.12%) C++
6 24 (7.29%) TypeScript
7 17 (5.17%) MATLAB
7 17 (5.17%) PowerShell
7 17 (5.17%) R
8 14 (4.26%) JavaScript
9 13 (3.95%) Ada
9 13 (3.95%) Rust
10 11 (3.34%) Kotlin
11 7 (2.13%) Go
12 5 (1.52%) C
13 4 (1.22%) SPARQL
14 3 (0.91%) Scala
15 2 (0.61%) SystemVerilog
15 2 (0.61%) Tcl
16 1 (0.30%) Solidity
Qualifications
1 63 (19.15%) Degree
2 37 (11.25%) Security Cleared
3 22 (6.69%) SC Cleared
4 21 (6.38%) Computer Science Degree
5 19 (5.78%) Master's Degree
6 16 (4.86%) BPSS Clearance
7 11 (3.34%) PhD
8 10 (3.04%) DBS Check
9 2 (0.61%) HNC
9 2 (0.61%) HND
9 2 (0.61%) 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%) Microsoft Certified Professional
Quality Assurance & Compliance
1 11 (3.34%) Accessibility
1 11 (3.34%) Data Quality
2 8 (2.43%) QA
3 5 (1.52%) Actionable Recommendations
4 3 (0.91%) Disclosure Scotland
4 3 (0.91%) ISO/IEC 27001
5 2 (0.61%) DO-254
5 2 (0.61%) GDPR
5 2 (0.61%) NIST
5 2 (0.61%) PCI DSS
6 1 (0.30%) HIPAA
6 1 (0.30%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.30%) SOC 2
System Software
1 43 (13.07%) Docker
2 3 (0.91%) Firmware
3 2 (0.61%) Apache ZooKeeper
4 1 (0.30%) Active Directory
Systems Management
1 28 (8.51%) Kubernetes
2 7 (2.13%) Ansible
2 7 (2.13%) Grafana
3 4 (1.22%) Kubeflow
3 4 (1.22%) Terraform
4 2 (0.61%) Istio
5 1 (0.30%) Argo
5 1 (0.30%) HP Fortify
5 1 (0.30%) Kibana
5 1 (0.30%) logstash
5 1 (0.30%) Prometheus
Vendors
1 19 (5.78%) Databricks
2 17 (5.17%) Microsoft
3 12 (3.65%) SAP
4 9 (2.74%) IBM
4 9 (2.74%) Solace
5 8 (2.43%) Google
6 7 (2.13%) IFS
6 7 (2.13%) OpenAI
7 5 (1.52%) MathWorks
7 5 (1.52%) Oracle
8 4 (1.22%) Splunk
9 3 (0.91%) Duck Creek
9 3 (0.91%) F5
9 3 (0.91%) Guidewire
10 2 (0.61%) Actel
10 2 (0.61%) Altera
10 2 (0.61%) AppDynamics
10 2 (0.61%) ClickSoftware Technologies
10 2 (0.61%) Dynatrace
10 2 (0.61%) Microsemi