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 14 April 2026, comparing them to the same period in the previous two years.

6 months to
14 Apr 2026
Same period 2025 Same period 2024
Rank 306 251 269
Rank change year-on-year -55 +18 +25
Contract jobs citing Algorithms 354 294 366
As % of all contract jobs in the UK 0.77% 1.00% 0.84%
As % of the Miscellaneous category 2.39% 2.97% 2.75%
Number of daily rates quoted 193 170 223
10th Percentile £198 £400 £400
25th Percentile £409 £463 £469
Median daily rate (50th Percentile) £550 £588 £588
Median % change year-on-year -6.38% - -6.75%
75th Percentile £725 £676 £725
90th Percentile £899 £838 £875
UK excluding London median daily rate £447 £538 £520
% change year-on-year -16.84% +3.37% -9.57%
Number of hourly rates quoted 47 21 59
10th Percentile £50.15 £22.72 £34.87
25th Percentile £53.53 £34.13 £47.75
Median hourly rate £65.00 £52.50 £55.00
Median % change year-on-year +23.81% -4.55% +120.00%
75th Percentile - £73.75 £58.75
90th Percentile £71.70 £78.70 £65.60
UK excluding London median hourly rate £65.00 £50.00 £55.00
% change year-on-year +30.00% -9.09% +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 14,782 9,914 13,285
As % of all contract IT jobs advertised in the UK 32.33% 33.86% 30.52%
Number of daily rates quoted 9,247 6,363 8,512
10th Percentile £300 £288 £263
25th Percentile £412 £413 £413
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.33% -2.27%
75th Percentile £625 £650 £650
90th Percentile £738 £775 £775
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 707 382 901
10th Percentile £16.01 £16.95 £12.25
25th Percentile £20.41 £22.27 £15.17
Median hourly rate £45.00 £32.50 £27.50
Median % change year-on-year +38.46% +18.18% +22.30%
75th Percentile £70.00 £64.52 £57.50
90th Percentile £85.70 £83.20 £67.38
UK excluding London median hourly rate £47.54 £32.05 £25.50
% change year-on-year +48.33% +25.69% +15.91%

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 14 April 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 14 April 2026.

Hourly rate histogram for Algorithms in the UK

Algorithms
Top 15 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 14 April 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 -43 297 £550 -12.00% 329
London -37 162 £613 -5.77% 92
UK excluding London -79 147 £447 -16.84% 277
Work from Home -32 100 £625 +21.95% 120
South West 0 43 £500 -25.09% 46
South East -43 34 £550 +10.00% 95
East of England -34 24 £280 -56.08% 41
North of England -80 20 £215 -60.86% 43
Scotland -5 13 £569 +33.88% 19
Yorkshire -50 11 £648 - 12
North West -48 9 £200 -63.64% 19
West Midlands -56 6 £463 - 15
Midlands -63 6 £463 +560.71% 30
Wales -17 5 £475 -15.56% 5
Northern Ireland -3 2 - - 7

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 19 (5.37%) Apache Spark
2 18 (5.08%) Apache Airflow
3 10 (2.82%) Apache
3 10 (2.82%) Jupyter
4 2 (0.56%) Confluence
5 1 (0.28%) Ethereum
5 1 (0.28%) Palantir Foundry
5 1 (0.28%) Solana
Applications
1 15 (4.24%) Microsoft Excel
2 5 (1.41%) Microsoft Office
3 4 (1.13%) Chatbot
3 4 (1.13%) CPLEX
3 4 (1.13%) Microsoft PowerPoint
3 4 (1.13%) Simulink
4 3 (0.85%) LaTeX
Business Applications
1 8 (2.26%) SAP IBP
2 4 (1.13%) Bloomberg AIM
2 4 (1.13%) Fidessa
3 3 (0.85%) ProductWriter
4 1 (0.28%) Actimize
4 1 (0.28%) SAP APO
Cloud Services
1 74 (20.90%) AWS
2 60 (16.95%) Azure
3 33 (9.32%) GCP
4 22 (6.21%) Power Platform
5 17 (4.80%) Cloud Computing
6 15 (4.24%) Amazon ECS
7 13 (3.67%) Amazon SageMaker
8 12 (3.39%) AWS Lambda
8 12 (3.39%) Dagster
8 12 (3.39%) GitHub
8 12 (3.39%) Serverless
9 10 (2.82%) Amazon EKS
10 9 (2.54%) Vertex AI
11 8 (2.26%) Amazon CloudWatch
11 8 (2.26%) Amazon S3
11 8 (2.26%) Snowflake
12 7 (1.98%) Azure Machine Learning
12 7 (1.98%) GitHub Actions
13 4 (1.13%) AWS CloudFormation
13 4 (1.13%) Virtual Private Cloud
Communications & Networking
1 9 (2.54%) HTTP
2 6 (1.69%) Network Security
3 5 (1.41%) BIG-IP
3 5 (1.41%) F5 BIG-IP LTM
3 5 (1.41%) Firewall
3 5 (1.41%) SSL
3 5 (1.41%) VPN
4 4 (1.13%) Ethernet
4 4 (1.13%) S/MIME
5 3 (0.85%) DNS
5 3 (0.85%) HTTPS
5 3 (0.85%) Multicast
5 3 (0.85%) TCP/IP
6 2 (0.56%) 2G
6 2 (0.56%) 5G
6 2 (0.56%) Ethernet VPN
6 2 (0.56%) IPsec
6 2 (0.56%) Mobile Backhaul
6 2 (0.56%) SD-WAN
6 2 (0.56%) VXLAN
Database & Business Intelligence
1 20 (5.65%) Power BI
2 17 (4.80%) Big Data
3 15 (4.24%) Tableau
4 14 (3.95%) NoSQL
5 12 (3.39%) Hadoop
6 11 (3.11%) Relational Database
7 10 (2.82%) PostgreSQL
8 9 (2.54%) KDB
9 6 (1.69%) SQL Server
10 5 (1.41%) Data Lake
10 5 (1.41%) Kdb+
11 4 (1.13%) Amazon Athena
11 4 (1.13%) Data Warehouse
11 4 (1.13%) MongoDB
11 4 (1.13%) Pinecone
11 4 (1.13%) Weaviate
12 3 (0.85%) Delta Lake
12 3 (0.85%) RDBMS
13 2 (0.56%) Neo4j
13 2 (0.56%) Power Query
Development Applications
1 34 (9.60%) Git
2 12 (3.39%) MLflow
3 10 (2.82%) GitLab
4 3 (0.85%) Jenkins
4 3 (0.85%) Visual Studio
5 2 (0.56%) Cypress.io
5 2 (0.56%) Gradle
5 2 (0.56%) Hardhat
5 2 (0.56%) JIRA
5 2 (0.56%) JUnit
5 2 (0.56%) Maven
5 2 (0.56%) PyCharm
6 1 (0.28%) Ant
6 1 (0.28%) Octopus Deploy
6 1 (0.28%) Postman
6 1 (0.28%) REST Assured
6 1 (0.28%) Selenium
6 1 (0.28%) SoapUI
6 1 (0.28%) TeamCity
6 1 (0.28%) webpack
General
1 83 (23.45%) Social Skills
2 64 (18.08%) Analytical Skills
3 50 (14.12%) Finance
4 31 (8.76%) Banking
5 30 (8.47%) Front Office
6 19 (5.37%) Public Sector
7 11 (3.11%) Investment Banking
8 9 (2.54%) Aerospace
8 9 (2.54%) Telecoms
9 8 (2.26%) Electronics
9 8 (2.26%) Retail
10 6 (1.69%) Aviation
11 5 (1.41%) Inclusion and Diversity
11 5 (1.41%) Marketing
12 4 (1.13%) Documentation Skills
12 4 (1.13%) Games
12 4 (1.13%) Manufacturing
12 4 (1.13%) Police
12 4 (1.13%) Presentation Skills
12 4 (1.13%) Publishing
Job Titles
1 97 (27.40%) Developer
2 58 (16.38%) Senior
3 55 (15.54%) Software Engineer
4 43 (12.15%) Data Scientist
5 31 (8.76%) Python Developer
6 29 (8.19%) Algorithm Engineer
7 22 (6.21%) Artificial Intelligence Engineer
8 21 (5.93%) C++ Developer
8 21 (5.93%) Java Developer
9 19 (5.37%) Senior Developer
10 17 (4.80%) Lead
11 16 (4.52%) Architect
11 16 (4.52%) Quantitative Developer
12 10 (2.82%) C++ Quantitative Developer
12 10 (2.82%) Consultant
12 10 (2.82%) Linux Developer
12 10 (2.82%) Low Latency C++ Developer
13 9 (2.54%) Gen AI Engineer
13 9 (2.54%) Robotics Engineer
14 8 (2.26%) C++ Software Engineer
Libraries, Frameworks & Software Standards
1 43 (12.15%) PyTorch
2 40 (11.30%) TensorFlow
3 35 (9.89%) Pandas
3 35 (9.89%) scikit-learn
4 30 (8.47%) NumPy
5 23 (6.50%) FIX Protocol
6 14 (3.95%) React
6 14 (3.95%) REST
7 12 (3.39%) Kafka
7 12 (3.39%) PySpark
8 11 (3.11%) Matplotlib
8 11 (3.11%) Seaborn
9 10 (2.82%) .NET
9 10 (2.82%) Hugging Face
10 9 (2.54%) FastAPI
10 9 (2.54%) Spring
10 9 (2.54%) Spring Boot
11 8 (2.26%) LangChain
11 8 (2.26%) RESTful
11 8 (2.26%) XGBoost
Miscellaneous
1 69 (19.49%) Data Structures
2 33 (9.32%) Distributed Systems
3 31 (8.76%) Equities
4 22 (6.21%) Foreign Exchange (FX)
5 19 (5.37%) Derivative
6 18 (5.08%) Robotics
7 12 (3.39%) Cloud Native
8 10 (2.82%) Equity Derivative
8 10 (2.82%) PKI
9 9 (2.54%) Fixed Income
9 9 (2.54%) Product Ownership
10 8 (2.26%) Data Protection Act
11 6 (1.69%) AI Agents
11 6 (1.69%) Legacy Systems
12 5 (1.41%) FPGA
12 5 (1.41%) IoT
13 4 (1.13%) Distributed Denial-of-Service
13 4 (1.13%) Hybrid Cloud
13 4 (1.13%) Smartcard
13 4 (1.13%) Verilog
Operating Systems
1 16 (4.52%) Linux
2 7 (1.98%) Unix
3 3 (0.85%) Windows
4 2 (0.56%) Android
5 1 (0.28%) Apple iOS
5 1 (0.28%) Embedded Linux
5 1 (0.28%) Robot Operating System
5 1 (0.28%) Solaris
5 1 (0.28%) VMS
5 1 (0.28%) Windows Server
Processes & Methodologies
1 147 (41.53%) Machine Learning
2 99 (27.97%) AI
3 87 (24.58%) Computer Science
4 84 (23.73%) Software Engineering
5 80 (22.60%) CI/CD
6 77 (21.75%) Data Science
7 73 (20.62%) Problem-Solving
8 66 (18.64%) Analytics
9 52 (14.69%) Mathematics
10 51 (14.41%) Agile
11 45 (12.71%) Data Pipeline
12 42 (11.86%) Statistics
13 40 (11.30%) Containerisation
13 40 (11.30%) Data Analysis
13 40 (11.30%) Data Engineering
13 40 (11.30%) LLM
14 37 (10.45%) Low Latency
14 37 (10.45%) Multithreading
14 37 (10.45%) Visualisation
15 34 (9.60%) Test Automation
Programming Languages
1 180 (50.85%) Python
2 66 (18.64%) SQL
3 59 (16.67%) Java
4 41 (11.58%) C++
5 31 (8.76%) C#
6 30 (8.47%) MATLAB
7 20 (5.65%) Ada
8 19 (5.37%) TypeScript
9 16 (4.52%) R
10 12 (3.39%) JavaScript
10 12 (3.39%) Kotlin
10 12 (3.39%) PowerShell
11 8 (2.26%) C
12 7 (1.98%) Go
13 6 (1.69%) Bash
14 4 (1.13%) Rust
14 4 (1.13%) SystemVerilog
14 4 (1.13%) Tcl
15 2 (0.56%) Data Analysis Expressions
15 2 (0.56%) Scala
Qualifications
1 78 (22.03%) Degree
2 46 (12.99%) Security Cleared
3 25 (7.06%) SC Cleared
4 24 (6.78%) Computer Science Degree
5 21 (5.93%) Master's Degree
6 13 (3.67%) BPSS Clearance
7 12 (3.39%) Numerate Degree
7 12 (3.39%) PhD
8 8 (2.26%) DBS Check
9 6 (1.69%) DV Cleared
10 5 (1.41%) CISSP
11 4 (1.13%) Cisco Certification
11 4 (1.13%) CISM
11 4 (1.13%) GIAC
11 4 (1.13%) HNC
11 4 (1.13%) HND
12 3 (0.85%) Microsoft Certified Professional
13 2 (0.56%) CCDP
13 2 (0.56%) CCIE
13 2 (0.56%) CESG Certified Professional
Quality Assurance & Compliance
1 12 (3.39%) QA
2 10 (2.82%) Data Quality
3 7 (1.98%) Accessibility
3 7 (1.98%) NIST
4 5 (1.41%) ISO/IEC 27001
5 4 (1.13%) Actionable Recommendations
5 4 (1.13%) DO-254
6 3 (0.85%) PCI DSS
6 3 (0.85%) SLA
7 2 (0.56%) Disclosure Scotland
7 2 (0.56%) EU AI Act
7 2 (0.56%) JSP 440
7 2 (0.56%) NCSC
7 2 (0.56%) RMADS
8 1 (0.28%) GDPR
System Software
1 39 (11.02%) Docker
2 8 (2.26%) Firmware
3 1 (0.28%) Active Directory
3 1 (0.28%) Oracle RAC
3 1 (0.28%) Squid
Systems Management
1 22 (6.21%) Kubernetes
2 11 (3.11%) Terraform
3 9 (2.54%) Grafana
4 3 (0.85%) Ansible
4 3 (0.85%) Kubeflow
4 3 (0.85%) Single Sign-On
5 2 (0.56%) Prometheus
6 1 (0.28%) Data Guard
6 1 (0.28%) HP Fortify
6 1 (0.28%) Istio
6 1 (0.28%) Kibana
6 1 (0.28%) logstash
6 1 (0.28%) Oracle ZFS
Vendors
1 23 (6.50%) Databricks
2 20 (5.65%) Microsoft
3 13 (3.67%) IBM
4 10 (2.82%) Google
4 10 (2.82%) SAP
5 9 (2.54%) MathWorks
6 6 (1.69%) Solace
6 6 (1.69%) Thales
7 5 (1.41%) F5
7 5 (1.41%) Oracle
8 4 (1.13%) Actel
8 4 (1.13%) Altera
8 4 (1.13%) AppDynamics
8 4 (1.13%) Bloomberg
8 4 (1.13%) Charles River
8 4 (1.13%) Foundry
8 4 (1.13%) Intel
8 4 (1.13%) ION Trading
8 4 (1.13%) Splunk
8 4 (1.13%) Xilinx