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

6 months to
2 Apr 2026
Same period 2025 Same period 2024
Rank 305 258 273
Rank change year-on-year -47 +15 +13
Contract jobs citing Algorithms 360 287 371
As % of all contract jobs in the UK 0.80% 0.99% 0.84%
As % of the Miscellaneous category 2.46% 2.92% 2.77%
Number of daily rates quoted 199 164 225
10th Percentile £330 £400 £411
25th Percentile £445 £462 £481
Median daily rate (50th Percentile) £550 £600 £590
Median % change year-on-year -8.33% +1.69% -9.23%
75th Percentile £738 £676 £738
90th Percentile £990 £838 £898
UK excluding London median daily rate £500 £548 £550
% change year-on-year -8.68% -0.45% -4.35%
Number of hourly rates quoted 40 20 58
10th Percentile £50.00 £22.72 £34.54
25th Percentile £53.53 £33.09 £47.63
Median hourly rate £65.00 £48.75 £55.00
Median % change year-on-year +33.33% -11.36% +120.00%
75th Percentile - £74.06 £58.75
90th Percentile £70.00 £79.63 £65.90
UK excluding London median hourly rate £65.00 £45.00 £55.00
% change year-on-year +44.44% -18.18% +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 14,657 9,826 13,384
As % of all contract IT jobs advertised in the UK 32.74% 33.81% 30.28%
Number of daily rates quoted 9,210 6,297 8,584
10th Percentile £300 £295 £263
25th Percentile £409 £410 £413
Median daily rate (50th Percentile) £500 £525 £537
Median % change year-on-year -4.76% -2.23% -2.36%
75th Percentile £625 £650 £650
90th Percentile £738 £774 £775
UK excluding London median daily rate £475 £497 £500
% change year-on-year -4.43% -0.60% -
Number of hourly rates quoted 685 377 885
10th Percentile £15.77 £16.95 £12.26
25th Percentile £19.34 £22.27 £15.39
Median hourly rate £45.00 £32.50 £27.50
Median % change year-on-year +38.46% +18.18% +22.30%
75th Percentile £70.00 £65.00 £57.50
90th Percentile £85.40 £83.20 £66.55
UK excluding London median hourly rate £45.46 £31.76 £25.75
% change year-on-year +43.14% +23.34% +17.05%

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 2 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 2 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 2 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 -43 298 £550 -12.00% 407
London -10 168 £638 -1.92% 126
UK excluding London -87 141 £500 -8.68% 335
Work from Home -14 102 £653 +19.82% 115
South West -3 38 £500 -25.09% 56
South East -47 33 £550 +10.00% 101
East of England -33 23 £345 -46.92% 48
North of England -70 22 £504 -8.41% 56
Scotland -2 13 £569 +33.88% 18
Yorkshire -44 13 £695 - 15
North West -47 9 £200 -63.64% 28
Wales -17 5 £475 -18.73% 8
West Midlands -58 5 £525 - 21
Midlands -61 5 £525 +650.00% 48
Northern Ireland -2 2 - - 10

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 (5.28%) Apache Spark
2 18 (5.00%) Apache Airflow
3 11 (3.06%) Jupyter
4 10 (2.78%) Apache
5 2 (0.56%) Confluence
6 1 (0.28%) Ethereum
6 1 (0.28%) Palantir Foundry
6 1 (0.28%) Solana
Applications
1 16 (4.44%) Microsoft Excel
2 7 (1.94%) Chatbot
3 5 (1.39%) Microsoft Office
4 4 (1.11%) CPLEX
4 4 (1.11%) Microsoft PowerPoint
4 4 (1.11%) Simulink
5 3 (0.83%) LaTeX
Business Applications
1 6 (1.67%) SAP IBP
2 4 (1.11%) Bloomberg AIM
2 4 (1.11%) Fidessa
3 3 (0.83%) ProductWriter
4 1 (0.28%) Actimize
4 1 (0.28%) SAP APO
Cloud Services
1 79 (21.94%) AWS
2 68 (18.89%) Azure
3 34 (9.44%) GCP
4 23 (6.39%) Cloud Computing
5 21 (5.83%) Power Platform
6 16 (4.44%) GitHub
7 15 (4.17%) Amazon ECS
7 15 (4.17%) Amazon SageMaker
8 13 (3.61%) Serverless
9 12 (3.33%) AWS Lambda
9 12 (3.33%) Dagster
10 10 (2.78%) Amazon EKS
10 10 (2.78%) Snowflake
11 9 (2.50%) Vertex AI
12 8 (2.22%) Amazon CloudWatch
12 8 (2.22%) Amazon S3
12 8 (2.22%) Azure Machine Learning
13 7 (1.94%) GitHub Actions
14 4 (1.11%) AWS CloudFormation
14 4 (1.11%) Virtual Private Cloud
Communications & Networking
1 7 (1.94%) HTTP
2 6 (1.67%) Network Security
3 5 (1.39%) BIG-IP
3 5 (1.39%) F5 BIG-IP LTM
3 5 (1.39%) Firewall
3 5 (1.39%) SSL
3 5 (1.39%) VPN
4 4 (1.11%) Ethernet
4 4 (1.11%) Internet
4 4 (1.11%) S/MIME
5 3 (0.83%) DNS
5 3 (0.83%) HTTPS
5 3 (0.83%) Multicast
5 3 (0.83%) TCP/IP
6 2 (0.56%) 5G
6 2 (0.56%) Ethernet VPN
6 2 (0.56%) LTE
6 2 (0.56%) Reverse Proxy
6 2 (0.56%) SD-WAN
6 2 (0.56%) VXLAN
Database & Business Intelligence
1 19 (5.28%) Power BI
2 18 (5.00%) Big Data
2 18 (5.00%) NoSQL
3 15 (4.17%) Tableau
4 14 (3.89%) PostgreSQL
4 14 (3.89%) Relational Database
5 12 (3.33%) Hadoop
6 11 (3.06%) KDB
7 7 (1.94%) Kdb+
8 6 (1.67%) RDBMS
9 5 (1.39%) MySQL
9 5 (1.39%) SQL Server
10 4 (1.11%) Amazon Athena
10 4 (1.11%) Data Lake
10 4 (1.11%) Data Warehouse
10 4 (1.11%) MongoDB
10 4 (1.11%) Pinecone
10 4 (1.11%) Weaviate
11 3 (0.83%) Delta Lake
12 2 (0.56%) Power Query
Development Applications
1 37 (10.28%) Git
2 12 (3.33%) MLflow
3 7 (1.94%) GitLab
4 6 (1.67%) Jenkins
5 5 (1.39%) PyCharm
6 3 (0.83%) Visual Studio
7 2 (0.56%) Cypress.io
7 2 (0.56%) Gradle
7 2 (0.56%) Hardhat
7 2 (0.56%) JIRA
7 2 (0.56%) JUnit
7 2 (0.56%) Maven
8 1 (0.28%) Octopus Deploy
8 1 (0.28%) Oracle Forms
8 1 (0.28%) Postman
8 1 (0.28%) REST Assured
8 1 (0.28%) Selenium
8 1 (0.28%) SoapUI
8 1 (0.28%) TeamCity
8 1 (0.28%) webpack
General
1 95 (26.39%) Social Skills
2 64 (17.78%) Analytical Skills
3 53 (14.72%) Finance
4 33 (9.17%) Front Office
5 31 (8.61%) Banking
6 21 (5.83%) Public Sector
7 9 (2.50%) Aerospace
7 9 (2.50%) Investment Banking
7 9 (2.50%) Telecoms
8 8 (2.22%) Electronics
8 8 (2.22%) Retail
9 7 (1.94%) Marketing
10 6 (1.67%) Aviation
11 5 (1.39%) Inclusion and Diversity
11 5 (1.39%) Manufacturing
11 5 (1.39%) Presentation Skills
12 4 (1.11%) Documentation Skills
12 4 (1.11%) Games
12 4 (1.11%) Police
12 4 (1.11%) Publishing
Job Titles
1 104 (28.89%) Developer
2 58 (16.11%) Senior
3 48 (13.33%) Software Engineer
4 44 (12.22%) Data Scientist
5 31 (8.61%) Python Developer
6 28 (7.78%) Artificial Intelligence Engineer
7 27 (7.50%) Algorithm Engineer
8 22 (6.11%) C++ Developer
8 22 (6.11%) Senior Developer
9 21 (5.83%) Java Developer
9 21 (5.83%) Lead
10 18 (5.00%) Quantitative Developer
11 16 (4.44%) Architect
12 11 (3.06%) C++ Quantitative Developer
12 11 (3.06%) Gen AI Engineer
12 11 (3.06%) Linux Developer
12 11 (3.06%) Low Latency C++ Developer
13 9 (2.50%) Robotics Engineer
14 8 (2.22%) Consultant
14 8 (2.22%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 47 (13.06%) PyTorch
1 47 (13.06%) TensorFlow
2 39 (10.83%) Pandas
3 35 (9.72%) scikit-learn
4 34 (9.44%) NumPy
5 22 (6.11%) FIX Protocol
6 14 (3.89%) React
6 14 (3.89%) REST
7 12 (3.33%) Kafka
7 12 (3.33%) PySpark
8 11 (3.06%) .NET
8 11 (3.06%) Matplotlib
8 11 (3.06%) Seaborn
9 10 (2.78%) FastAPI
9 10 (2.78%) Hugging Face
10 9 (2.50%) RESTful
10 9 (2.50%) XGBoost
11 8 (2.22%) Spring
11 8 (2.22%) Spring Boot
12 7 (1.94%) LangChain
Miscellaneous
1 71 (19.72%) Data Structures
2 33 (9.17%) Equities
3 32 (8.89%) Distributed Systems
4 24 (6.67%) Foreign Exchange (FX)
5 19 (5.28%) Derivative
6 16 (4.44%) Robotics
7 13 (3.61%) Cloud Native
8 11 (3.06%) Equity Derivative
9 10 (2.78%) Fixed Income
9 10 (2.78%) PKI
10 9 (2.50%) Product Ownership
11 8 (2.22%) Data Protection Act
12 7 (1.94%) Clustering
13 6 (1.67%) Legacy Systems
14 5 (1.39%) FPGA
14 5 (1.39%) Greenfield Project
14 5 (1.39%) IoT
14 5 (1.39%) Onboarding
15 4 (1.11%) Hybrid Cloud
15 4 (1.11%) Self-Motivation
Operating Systems
1 17 (4.72%) Linux
2 7 (1.94%) Unix
3 3 (0.83%) 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
1 158 (43.89%) Machine Learning
2 109 (30.28%) AI
3 94 (26.11%) Computer Science
4 83 (23.06%) Data Science
5 80 (22.22%) CI/CD
6 78 (21.67%) Problem-Solving
7 75 (20.83%) Software Engineering
8 65 (18.06%) Analytics
9 57 (15.83%) Agile
10 55 (15.28%) Mathematics
11 50 (13.89%) LLM
12 49 (13.61%) Statistics
13 48 (13.33%) Data Engineering
13 48 (13.33%) Data Pipeline
14 41 (11.39%) Containerisation
15 39 (10.83%) Data Analysis
15 39 (10.83%) Natural Language Processing
16 37 (10.28%) Generative AI
16 37 (10.28%) Low Latency
16 37 (10.28%) Test Automation
Programming Languages
1 190 (52.78%) Python
2 65 (18.06%) SQL
3 57 (15.83%) Java
4 38 (10.56%) C++
5 29 (8.06%) MATLAB
6 27 (7.50%) C#
7 19 (5.28%) Ada
8 18 (5.00%) TypeScript
9 16 (4.44%) R
10 14 (3.89%) PowerShell
11 12 (3.33%) JavaScript
12 11 (3.06%) Kotlin
13 10 (2.78%) Bash
14 7 (1.94%) C
14 7 (1.94%) Go
15 4 (1.11%) SystemVerilog
15 4 (1.11%) Tcl
16 3 (0.83%) SPARQL
17 2 (0.56%) Data Analysis Expressions
17 2 (0.56%) Scala
Qualifications
1 88 (24.44%) Degree
2 47 (13.06%) Security Cleared
3 25 (6.94%) Computer Science Degree
3 25 (6.94%) Master's Degree
4 24 (6.67%) SC Cleared
5 16 (4.44%) PhD
6 13 (3.61%) Numerate Degree
7 11 (3.06%) BPSS Clearance
8 8 (2.22%) DBS Check
9 6 (1.67%) DV Cleared
10 5 (1.39%) CISSP
11 4 (1.11%) Cisco Certification
11 4 (1.11%) CISM
11 4 (1.11%) GIAC
11 4 (1.11%) HNC
11 4 (1.11%) HND
11 4 (1.11%) Microsoft Certified Professional
12 2 (0.56%) CCIE
12 2 (0.56%) CESG Certified Professional
12 2 (0.56%) CHECK Team Leader
Quality Assurance & Compliance
1 15 (4.17%) QA
2 9 (2.50%) Data Quality
3 8 (2.22%) NIST
4 7 (1.94%) Accessibility
5 5 (1.39%) ISO/IEC 27001
6 4 (1.11%) Actionable Recommendations
6 4 (1.11%) DO-254
7 3 (0.83%) EU AI Act
7 3 (0.83%) PCI DSS
7 3 (0.83%) SLA
8 2 (0.56%) Disclosure Scotland
8 2 (0.56%) JSP 440
8 2 (0.56%) NCSC
8 2 (0.56%) RMADS
9 1 (0.28%) GDPR
System Software
1 38 (10.56%) Docker
2 8 (2.22%) Firmware
3 1 (0.28%) Active Directory
3 1 (0.28%) Oracle RAC
3 1 (0.28%) Squid
Systems Management
1 23 (6.39%) Kubernetes
2 16 (4.44%) Terraform
3 9 (2.50%) Grafana
4 3 (0.83%) Ansible
4 3 (0.83%) Kubeflow
4 3 (0.83%) Single Sign-On
5 2 (0.56%) Prometheus
6 1 (0.28%) Data Guard
6 1 (0.28%) HP Fortify
6 1 (0.28%) Kibana
6 1 (0.28%) logstash
6 1 (0.28%) Oracle ZFS
Vendors
1 25 (6.94%) Databricks
2 20 (5.56%) Microsoft
3 12 (3.33%) IBM
4 10 (2.78%) Google
5 8 (2.22%) MathWorks
5 8 (2.22%) SAP
6 6 (1.67%) Solace
6 6 (1.67%) Thales
7 5 (1.39%) F5
7 5 (1.39%) Foundry
7 5 (1.39%) Oracle
8 4 (1.11%) Actel
8 4 (1.11%) Altera
8 4 (1.11%) AppDynamics
8 4 (1.11%) Bloomberg
8 4 (1.11%) Charles River
8 4 (1.11%) Intel
8 4 (1.11%) ION Trading
8 4 (1.11%) Splunk
8 4 (1.11%) Xilinx