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

6 months to
8 Apr 2026
Same period 2025 Same period 2024
Rank 301 259 270
Rank change year-on-year -42 +11 +10
Contract jobs citing Algorithms 360 294 366
As % of all contract jobs in the UK 0.79% 1.01% 0.83%
As % of the Miscellaneous category 2.42% 2.97% 2.74%
Number of daily rates quoted 196 170 221
10th Percentile £300 £400 £400
25th Percentile £425 £461 £475
Median daily rate (50th Percentile) £550 £600 £588
Median % change year-on-year -8.33% +2.13% -6.75%
75th Percentile £729 £676 £725
90th Percentile £938 £839 £875
UK excluding London median daily rate £500 £545 £550
% change year-on-year -8.26% -0.91% -4.35%
Number of hourly rates quoted 45 20 59
10th Percentile £50.10 £22.72 £34.87
25th Percentile £53.53 £33.09 £47.75
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 £65.60
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 14,884 9,897 13,357
As % of all contract IT jobs advertised in the UK 32.54% 33.87% 30.43%
Number of daily rates quoted 9,337 6,345 8,564
10th Percentile £300 £295 £263
25th Percentile £411 £410 £413
Median daily rate (50th Percentile) £500 £525 £536
Median % change year-on-year -4.76% -2.05% -2.55%
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 708 380 895
10th Percentile £15.79 £16.95 £12.25
25th Percentile £19.75 £22.22 £15.39
Median hourly rate £44.50 £32.50 £28.00
Median % change year-on-year +36.92% +16.07% +24.44%
75th Percentile £70.00 £64.57 £57.50
90th Percentile £85.40 £83.20 £66.90
UK excluding London median hourly rate £45.46 £31.76 £26.00
% change year-on-year +43.14% +22.15% +18.18%

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 8 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 8 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 8 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 -43 301 £550 -12.00% 407
London -32 165 £625 -3.85% 126
UK excluding London -82 147 £500 -8.26% 335
Work from Home -20 98 £625 +25.00% 115
South West -4 42 £500 -25.09% 56
South East -37 33 £550 +10.00% 101
East of England -34 24 £345 -46.92% 48
North of England -66 22 £504 -8.41% 56
Scotland -4 13 £569 +33.88% 18
Yorkshire -40 13 £600 - 15
North West -46 9 £200 -63.64% 28
West Midlands -59 6 £463 - 21
Midlands -59 6 £463 +560.71% 48
Wales -15 5 £475 -15.56% 8
Northern Ireland -5 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 20 (5.56%) 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 7 (1.94%) SAP IBP
2 4 (1.11%) Bloomberg AIM
2 4 (1.11%) Fidessa
2 4 (1.11%) ProductWriter
3 1 (0.28%) Actimize
3 1 (0.28%) SAP APO
Cloud Services
1 78 (21.67%) AWS
2 64 (17.78%) Azure
3 33 (9.17%) GCP
4 22 (6.11%) Power Platform
5 19 (5.28%) Cloud Computing
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
11 9 (2.50%) Vertex AI
12 8 (2.22%) Amazon CloudWatch
12 8 (2.22%) Amazon S3
12 8 (2.22%) Snowflake
13 7 (1.94%) 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 8 (2.22%) 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 20 (5.56%) 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 9 (2.50%) KDB
7 6 (1.67%) RDBMS
7 6 (1.67%) SQL Server
8 5 (1.39%) Data Lake
8 5 (1.39%) Kdb+
8 5 (1.39%) MySQL
9 4 (1.11%) Amazon Athena
9 4 (1.11%) Data Warehouse
9 4 (1.11%) MongoDB
9 4 (1.11%) Pinecone
9 4 (1.11%) Weaviate
10 3 (0.83%) Delta Lake
11 2 (0.56%) Power Query
Development Applications
1 34 (9.44%) Git
2 12 (3.33%) MLflow
3 9 (2.50%) 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 87 (24.17%) Social Skills
2 64 (17.78%) Analytical Skills
3 53 (14.72%) Finance
4 32 (8.89%) Banking
5 30 (8.33%) Front Office
6 20 (5.56%) Public Sector
7 10 (2.78%) Investment Banking
8 9 (2.50%) Aerospace
8 9 (2.50%) Telecoms
9 8 (2.22%) Electronics
9 8 (2.22%) Retail
10 6 (1.67%) Aviation
11 5 (1.39%) Inclusion and Diversity
11 5 (1.39%) Manufacturing
11 5 (1.39%) Marketing
12 4 (1.11%) Games
12 4 (1.11%) Law
12 4 (1.11%) Police
12 4 (1.11%) Presentation Skills
12 4 (1.11%) Publishing
Job Titles
1 102 (28.33%) Developer
2 59 (16.39%) Senior
3 52 (14.44%) Software Engineer
4 42 (11.67%) Data Scientist
5 32 (8.89%) Python Developer
6 29 (8.06%) Algorithm Engineer
7 26 (7.22%) Artificial Intelligence Engineer
8 23 (6.39%) C++ Developer
9 21 (5.83%) Java Developer
9 21 (5.83%) Senior Developer
10 19 (5.28%) Lead
11 17 (4.72%) Quantitative Developer
12 16 (4.44%) Architect
13 11 (3.06%) C++ Quantitative Developer
13 11 (3.06%) Linux Developer
13 11 (3.06%) Low Latency C++ Developer
14 9 (2.50%) Consultant
14 9 (2.50%) Gen AI Engineer
14 9 (2.50%) Robotics Engineer
15 8 (2.22%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 46 (12.78%) PyTorch
2 45 (12.50%) TensorFlow
3 39 (10.83%) Pandas
4 36 (10.00%) scikit-learn
5 34 (9.44%) NumPy
6 22 (6.11%) FIX Protocol
7 14 (3.89%) REST
8 13 (3.61%) PySpark
8 13 (3.61%) React
9 12 (3.33%) Kafka
10 11 (3.06%) .NET
10 11 (3.06%) Matplotlib
10 11 (3.06%) Seaborn
11 10 (2.78%) FastAPI
11 10 (2.78%) Hugging Face
12 9 (2.50%) RESTful
12 9 (2.50%) Spring
12 9 (2.50%) Spring Boot
12 9 (2.50%) XGBoost
13 7 (1.94%) LangChain
Miscellaneous
1 69 (19.17%) Data Structures
2 33 (9.17%) Distributed Systems
2 33 (9.17%) Equities
3 22 (6.11%) Foreign Exchange (FX)
4 20 (5.56%) Derivative
5 17 (4.72%) Robotics
6 13 (3.61%) Cloud Native
7 11 (3.06%) Equity Derivative
8 10 (2.78%) PKI
8 10 (2.78%) Product Ownership
9 9 (2.50%) Fixed Income
10 8 (2.22%) Data Protection Act
11 7 (1.94%) Clustering
12 6 (1.67%) Legacy Systems
13 5 (1.39%) AI Agents
13 5 (1.39%) FPGA
13 5 (1.39%) IoT
14 4 (1.11%) Hybrid Cloud
14 4 (1.11%) Onboarding
14 4 (1.11%) PCIe
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
1 155 (43.06%) Machine Learning
2 107 (29.72%) AI
3 90 (25.00%) Computer Science
4 81 (22.50%) Software Engineering
5 80 (22.22%) Data Science
6 79 (21.94%) CI/CD
7 74 (20.56%) Problem-Solving
8 65 (18.06%) Analytics
9 55 (15.28%) Agile
10 53 (14.72%) Mathematics
11 49 (13.61%) Data Pipeline
12 46 (12.78%) LLM
13 44 (12.22%) Statistics
14 43 (11.94%) Data Engineering
15 40 (11.11%) Containerisation
16 39 (10.83%) Data Analysis
17 38 (10.56%) Natural Language Processing
18 37 (10.28%) Low Latency
18 37 (10.28%) Multithreading
19 36 (10.00%) Visualisation
Programming Languages
1 187 (51.94%) Python
2 67 (18.61%) SQL
3 58 (16.11%) Java
4 41 (11.39%) C++
5 30 (8.33%) MATLAB
6 29 (8.06%) C#
7 20 (5.56%) Ada
8 17 (4.72%) TypeScript
9 16 (4.44%) R
10 13 (3.61%) PowerShell
11 12 (3.33%) JavaScript
11 12 (3.33%) Kotlin
12 8 (2.22%) Bash
12 8 (2.22%) C
13 7 (1.94%) Go
14 4 (1.11%) SystemVerilog
14 4 (1.11%) Tcl
15 3 (0.83%) Rust
15 3 (0.83%) SPARQL
16 2 (0.56%) Scala
Qualifications
1 83 (23.06%) Degree
2 47 (13.06%) Security Cleared
3 25 (6.94%) SC Cleared
4 24 (6.67%) Computer Science Degree
5 23 (6.39%) Master's Degree
6 14 (3.89%) PhD
7 13 (3.61%) Numerate Degree
8 12 (3.33%) BPSS Clearance
9 8 (2.22%) DBS Check
10 6 (1.67%) DV Cleared
11 5 (1.39%) CISSP
12 4 (1.11%) Cisco Certification
12 4 (1.11%) CISM
12 4 (1.11%) GIAC
12 4 (1.11%) HNC
12 4 (1.11%) HND
12 4 (1.11%) Microsoft Certified Professional
13 2 (0.56%) CCIE
13 2 (0.56%) CESG Certified Professional
13 2 (0.56%) CHECK Team Leader
Quality Assurance & Compliance
1 14 (3.89%) 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 14 (3.89%) 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 23 (6.39%) Databricks
2 21 (5.83%) Microsoft
3 13 (3.61%) IBM
4 10 (2.78%) Google
5 9 (2.50%) MathWorks
5 9 (2.50%) 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