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

6 months to
13 Jul 2026
Same period 2025 Same period 2024
Rank 368 273 280
Rank change year-on-year -95 +7 -5
Contract jobs citing Algorithms 326 319 366
As % of all contract jobs in the UK 0.62% 0.98% 0.86%
As % of the Miscellaneous category 1.87% 2.82% 2.81%
Number of daily rates quoted 172 191 225
10th Percentile £198 £394 £400
25th Percentile £397 £490 £463
Median daily rate (50th Percentile) £550 £550 £560
Median % change year-on-year - -1.79% -6.67%
75th Percentile £691 £711 £775
90th Percentile £838 £850 £870
UK excluding London median daily rate £415 £525 £488
% change year-on-year -20.95% +7.53% -2.35%
Number of hourly rates quoted 45 30 54
10th Percentile £51.56 £22.46 £32.25
25th Percentile £62.50 £38.94 £47.06
Median hourly rate £65.00 £66.50 £55.00
Median % change year-on-year -2.26% +20.91% +150.00%
75th Percentile £70.00 £74.69 £58.75
90th Percentile £88.75 £88.00 £70.25
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 17,434 11,307 13,019
As % of all contract IT jobs advertised in the UK 33.09% 34.60% 30.45%
Number of daily rates quoted 10,677 7,024 8,258
10th Percentile £313 £300 £281
25th Percentile £415 £406 £413
Median daily rate (50th Percentile) £525 £525 £538
Median % change year-on-year - -2.42% -2.18%
75th Percentile £627 £649 £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 879 530 872
10th Percentile £16.01 £15.48 £12.25
25th Percentile £20.94 £18.87 £15.50
Median hourly rate £43.96 £31.50 £36.50
Median % change year-on-year +39.58% -13.71% +32.25%
75th Percentile £70.00 £58.75 £62.50
90th Percentile £87.50 £77.62 £72.50
UK excluding London median hourly rate £43.96 £31.91 £36.05
% change year-on-year +37.78% -11.49% +2.99%

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 13 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 13 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 13 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 -94 275 £550 -4.35% 381
London -58 155 £625 +4.17% 189
UK excluding London -96 134 £415 -20.95% 219
Work from Home -40 99 £625 +19.05% 122
South East -63 40 £488 -4.88% 61
South West -10 36 - - 42
North of England -76 18 £415 -30.83% 46
East of England -44 14 £185 -66.36% 51
Scotland -20 11 £562 +24.94% 6
North West -56 11 £415 -26.22% 23
Midlands -46 8 £463 +63.14% 18
Yorkshire -47 7 £215 -64.12% 11
West Midlands -59 7 £463 - 6
Wales -21 5 £475 -17.39%
Northern Ireland 0 2 - - 4
East Midlands -17 1 - - 12

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 (4.91%) Apache Airflow
2 15 (4.60%) Apache Spark
3 7 (2.15%) Confluence
4 6 (1.84%) Apache
5 3 (0.92%) Jupyter
6 1 (0.31%) Ethereum
6 1 (0.31%) IIS
6 1 (0.31%) Palantir Foundry
6 1 (0.31%) SAS
6 1 (0.31%) Solana
Applications
1 10 (3.07%) CPLEX
2 7 (2.15%) Microsoft Excel
3 5 (1.53%) Microsoft Office
4 4 (1.23%) Microsoft PowerPoint
5 2 (0.61%) Simulink
5 2 (0.61%) Spreadsheet
6 1 (0.31%) Chatbot
Business Applications
1 11 (3.37%) SAP IBP
2 7 (2.15%) ProductWriter
3 3 (0.92%) Bloomberg AIM
3 3 (0.92%) Fidessa
4 2 (0.61%) IBM Operational Decision Manager
5 1 (0.31%) SAP APO
5 1 (0.31%) SAP ERP
Cloud Services
1 56 (17.18%) AWS
2 52 (15.95%) Azure
3 27 (8.28%) GCP
4 13 (3.99%) Dagster
5 11 (3.37%) Amazon ECS
6 10 (3.07%) AWS Lambda
6 10 (3.07%) GitHub
6 10 (3.07%) Power Platform
6 10 (3.07%) Serverless
7 9 (2.76%) Azure DevOps
7 9 (2.76%) GitHub Actions
8 8 (2.45%) Amazon CloudWatch
8 8 (2.45%) Amazon EKS
9 7 (2.15%) Amazon S3
9 7 (2.15%) Amazon SageMaker
10 6 (1.84%) Cloud Computing
10 6 (1.84%) Vertex AI
11 5 (1.53%) SaaS
11 5 (1.53%) Snowflake
12 4 (1.23%) Azure Machine Learning
Communications & Networking
1 16 (4.91%) HTTP
2 6 (1.84%) Multicast
3 4 (1.23%) DNS
3 4 (1.23%) Firewall
3 4 (1.23%) HTTPS
3 4 (1.23%) SSL
4 3 (0.92%) BIG-IP
4 3 (0.92%) F5 BIG-IP LTM
4 3 (0.92%) Network Security
4 3 (0.92%) TCP/IP
5 2 (0.61%) Ethernet
6 1 (0.31%) DMZ
6 1 (0.31%) Reverse Proxy
6 1 (0.31%) SAN
Database & Business Intelligence
1 17 (5.21%) Big Data
1 17 (5.21%) MongoDB
2 15 (4.60%) PostgreSQL
3 14 (4.29%) NoSQL
4 13 (3.99%) Hadoop
4 13 (3.99%) SQL Server
5 12 (3.68%) Relational Database
6 10 (3.07%) Power BI
7 8 (2.45%) Tableau
8 7 (2.15%) KDB
9 4 (1.23%) Neo4j
9 4 (1.23%) RDBMS
10 3 (0.92%) Redis
11 2 (0.61%) Apache Cassandra
11 2 (0.61%) Couchbase
11 2 (0.61%) Data Mining
11 2 (0.61%) Db2
11 2 (0.61%) MySQL
11 2 (0.61%) Spark SQL
11 2 (0.61%) TigerGraph
Development Applications
1 39 (11.96%) Git
2 15 (4.60%) GitLab
3 11 (3.37%) MLflow
4 9 (2.76%) Jenkins
5 5 (1.53%) Claude Code
6 3 (0.92%) Gradle
6 3 (0.92%) Maven
7 2 (0.61%) JIRA
7 2 (0.61%) JMeter
7 2 (0.61%) Postman
7 2 (0.61%) TeamCity
8 1 (0.31%) Ant
8 1 (0.31%) Bitbucket
8 1 (0.31%) Hardhat
8 1 (0.31%) Octopus Deploy
8 1 (0.31%) REST Assured
8 1 (0.31%) Selenium
8 1 (0.31%) SoapUI
8 1 (0.31%) Visual Studio Code
8 1 (0.31%) webpack
General
1 73 (22.39%) Social Skills
2 69 (21.17%) Analytical Skills
3 49 (15.03%) Finance
4 36 (11.04%) Banking
5 20 (6.13%) Front Office
6 18 (5.52%) Investment Banking
7 16 (4.91%) Public Sector
8 8 (2.45%) Inclusion and Diversity
9 7 (2.15%) Aerospace
10 6 (1.84%) Law
11 5 (1.53%) Aviation
11 5 (1.53%) Documentation Skills
11 5 (1.53%) Presentation Skills
11 5 (1.53%) Telecoms
12 4 (1.23%) Electronics
12 4 (1.23%) Marketing
13 3 (0.92%) Financial Institution
13 3 (0.92%) Police
13 3 (0.92%) Retail
14 2 (0.61%) Advertising
Job Titles
1 84 (25.77%) Developer
2 59 (18.10%) Senior
3 48 (14.72%) Software Engineer
4 41 (12.58%) Data Scientist
5 30 (9.20%) Algorithm Engineer
6 20 (6.13%) Python Developer
7 19 (5.83%) Java Developer
8 17 (5.21%) Senior Developer
9 15 (4.60%) Consultant
10 14 (4.29%) Architect
11 13 (3.99%) C++ Software Engineer
12 11 (3.37%) Artificial Intelligence Engineer
13 10 (3.07%) Lead
13 10 (3.07%) SAP Consultant
14 9 (2.76%) Data Engineer
14 9 (2.76%) Full-Stack Engineer
14 9 (2.76%) Quantitative Developer
14 9 (2.76%) Senior Java Developer
15 8 (2.45%) C++ Developer
15 8 (2.45%) Solutions Architect
Libraries, Frameworks & Software Standards
1 36 (11.04%) Pandas
2 34 (10.43%) PyTorch
3 32 (9.82%) NumPy
4 29 (8.90%) Kafka
5 28 (8.59%) TensorFlow
6 25 (7.67%) scikit-learn
7 21 (6.44%) FIX Protocol
8 17 (5.21%) React
9 15 (4.60%) RESTful
10 13 (3.99%) FastAPI
10 13 (3.99%) Hugging Face
10 13 (3.99%) JSON
10 13 (3.99%) PySpark
10 13 (3.99%) REST
10 13 (3.99%) Spring
10 13 (3.99%) Spring Boot
11 10 (3.07%) RabbitMQ
12 9 (2.76%) Django
12 9 (2.76%) Flask
12 9 (2.76%) WebSockets
Miscellaneous
1 76 (23.31%) Data Structures
2 43 (13.19%) Distributed Systems
3 21 (6.44%) Foreign Exchange (FX)
4 16 (4.91%) Derivative
5 14 (4.29%) Product Ownership
6 13 (3.99%) Cloud Native
6 13 (3.99%) Equities
7 11 (3.37%) AI Agents
8 7 (2.15%) IoT
8 7 (2.15%) Legacy Systems
9 6 (1.84%) Robotics
10 5 (1.53%) Data Protection Act
10 5 (1.53%) Fixed Income
10 5 (1.53%) Self-Motivation
11 4 (1.23%) Distributed Denial-of-Service
11 4 (1.23%) Enterprise Software
12 3 (0.92%) Exotic Derivative
12 3 (0.92%) Hybrid Cloud
12 3 (0.92%) OTC Derivatives
12 3 (0.92%) Reference Data
Operating Systems
1 4 (1.23%) Linux
2 2 (0.61%) Windows
3 1 (0.31%) Android
3 1 (0.31%) Unix
3 1 (0.31%) VMS
3 1 (0.31%) Windows Server
Processes & Methodologies
1 116 (35.58%) Machine Learning
2 92 (28.22%) AI
3 88 (26.99%) Software Engineering
4 77 (23.62%) Computer Science
5 74 (22.70%) CI/CD
6 70 (21.47%) Problem-Solving
7 69 (21.17%) Data Science
8 60 (18.40%) Analytics
9 45 (13.80%) Containerisation
10 44 (13.50%) Mathematics
11 42 (12.88%) Data Pipeline
12 39 (11.96%) Multithreading
13 37 (11.35%) Agile
13 37 (11.35%) Low Latency
14 36 (11.04%) LLM
14 36 (11.04%) Microservices
15 35 (10.74%) Data Analysis
16 32 (9.82%) DevOps
16 32 (9.82%) Visualisation
17 29 (8.90%) Workflow
Programming Languages
1 145 (44.48%) Python
2 72 (22.09%) SQL
3 67 (20.55%) Java
4 39 (11.96%) C#
5 30 (9.20%) C++
6 24 (7.36%) TypeScript
7 20 (6.13%) MATLAB
8 17 (5.21%) PowerShell
8 17 (5.21%) R
9 16 (4.91%) Ada
10 13 (3.99%) Rust
11 11 (3.37%) Kotlin
12 9 (2.76%) JavaScript
13 7 (2.15%) Go
14 6 (1.84%) C
15 4 (1.23%) Scala
15 4 (1.23%) SPARQL
16 2 (0.61%) SystemVerilog
16 2 (0.61%) Tcl
17 1 (0.31%) Shell Script
Qualifications
1 63 (19.33%) Degree
2 35 (10.74%) Security Cleared
3 21 (6.44%) Computer Science Degree
4 19 (5.83%) Master's Degree
5 18 (5.52%) SC Cleared
6 16 (4.91%) BPSS Clearance
7 11 (3.37%) PhD
8 10 (3.07%) DBS Check
9 2 (0.61%) HNC
9 2 (0.61%) HND
9 2 (0.61%) 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%) Microsoft Certified Professional
Quality Assurance & Compliance
1 12 (3.68%) Data Quality
2 11 (3.37%) Accessibility
3 8 (2.45%) QA
4 5 (1.53%) Actionable Recommendations
5 3 (0.92%) Disclosure Scotland
6 2 (0.61%) DO-254
6 2 (0.61%) ISO/IEC 27001
7 1 (0.31%) GDPR
7 1 (0.31%) NIST
7 1 (0.31%) PCI DSS
System Software
1 42 (12.88%) Docker
2 3 (0.92%) Firmware
3 2 (0.61%) Apache ZooKeeper
4 1 (0.31%) Active Directory
Systems Management
1 28 (8.59%) Kubernetes
2 8 (2.45%) Grafana
3 7 (2.15%) Ansible
4 3 (0.92%) Kubeflow
4 3 (0.92%) Terraform
5 1 (0.31%) Argo
5 1 (0.31%) HP Fortify
5 1 (0.31%) Istio
5 1 (0.31%) Kibana
5 1 (0.31%) logstash
5 1 (0.31%) Prometheus
Vendors
1 19 (5.83%) Databricks
2 15 (4.60%) Microsoft
3 12 (3.68%) SAP
4 10 (3.07%) IBM
5 9 (2.76%) Solace
6 8 (2.45%) Google
7 7 (2.15%) IFS
7 7 (2.15%) OpenAI
8 6 (1.84%) MathWorks
9 4 (1.23%) Oracle
9 4 (1.23%) Splunk
10 3 (0.92%) AppDynamics
10 3 (0.92%) Bloomberg
10 3 (0.92%) Charles River
10 3 (0.92%) Duck Creek
10 3 (0.92%) F5
10 3 (0.92%) Guidewire
11 2 (0.61%) ClickSoftware Technologies
11 2 (0.61%) ION Trading
11 2 (0.61%) Microsemi