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

6 months to
18 Apr 2026
Same period 2025 Same period 2024
Rank 299 260 265
Rank change year-on-year -39 +5 +16
Contract jobs citing Algorithms 355 299 377
As % of all contract jobs in the UK 0.77% 1.02% 0.86%
As % of the Miscellaneous category 2.39% 3.01% 2.83%
Number of daily rates quoted 191 174 232
10th Percentile £198 £400 £400
25th Percentile £404 £463 £475
Median daily rate (50th Percentile) £550 £588 £588
Median % change year-on-year -6.38% - -6.75%
75th Percentile £726 £676 £725
90th Percentile £895 £838 £875
UK excluding London median daily rate £418 £550 £525
% change year-on-year -24.09% +4.76% -8.70%
Number of hourly rates quoted 48 20 59
10th Percentile £52.54 £22.72 £34.87
25th Percentile £59.32 £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 £65.63 £74.06 £58.75
90th Percentile £71.28 £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 9,928 13,341
As % of all contract IT jobs advertised in the UK 32.27% 33.74% 30.50%
Number of daily rates quoted 9,296 6,370 8,559
10th Percentile £300 £300 £263
25th Percentile £413 £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 £495 £500
% change year-on-year -4.04% -1.00% -
Number of hourly rates quoted 709 382 907
10th Percentile £16.01 £16.95 £12.25
25th Percentile £21.00 £22.33 £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 £64.51 £57.50
90th Percentile £85.40 £83.20 £67.43
UK excluding London median hourly rate £47.50 £32.28 £26.00
% change year-on-year +47.17% +24.13% +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 18 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 18 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 18 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 -49 299 £550 -12.00% 286
London -18 161 £625 -3.85% 87
UK excluding London -73 150 £418 -24.09% 234
Work from Home -26 102 £625 +19.05% 110
South West +3 44 £500 -25.09% 36
South East -32 36 £550 +10.00% 81
East of England -36 24 £345 -46.92% 36
North of England -74 20 £215 -60.86% 40
Scotland -6 13 £569 +33.88% 20
Yorkshire -45 12 £600 - 11
North West -62 8 £205 -62.73% 17
West Midlands -59 6 £463 - 11
Midlands -63 6 £463 +560.71% 23
Wales -12 5 £475 -15.56% 3
Northern Ireland +1 2 - - 4

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 18 (5.07%) Apache Airflow
1 18 (5.07%) Apache Spark
2 9 (2.54%) Apache
3 8 (2.25%) Jupyter
4 2 (0.56%) Confluence
5 1 (0.28%) Ethereum
5 1 (0.28%) Palantir Foundry
5 1 (0.28%) Solana
Applications
1 14 (3.94%) Microsoft Excel
2 5 (1.41%) CPLEX
2 5 (1.41%) Microsoft Office
3 4 (1.13%) Chatbot
3 4 (1.13%) Microsoft PowerPoint
3 4 (1.13%) Simulink
4 3 (0.85%) LaTeX
Business Applications
1 8 (2.25%) SAP IBP
2 4 (1.13%) Bloomberg AIM
2 4 (1.13%) Fidessa
2 4 (1.13%) ProductWriter
3 1 (0.28%) Actimize
3 1 (0.28%) SAP APO
Cloud Services
1 70 (19.72%) AWS
2 56 (15.77%) Azure
3 31 (8.73%) GCP
4 19 (5.35%) Power Platform
5 15 (4.23%) Amazon ECS
5 15 (4.23%) Cloud Computing
6 13 (3.66%) Amazon SageMaker
7 12 (3.38%) AWS Lambda
7 12 (3.38%) Dagster
7 12 (3.38%) Serverless
8 11 (3.10%) GitHub
9 10 (2.82%) Amazon EKS
10 9 (2.54%) Vertex AI
11 8 (2.25%) Amazon CloudWatch
11 8 (2.25%) Amazon S3
11 8 (2.25%) Snowflake
12 7 (1.97%) GitHub Actions
13 6 (1.69%) Azure Machine Learning
14 5 (1.41%) Azure DevOps
15 4 (1.13%) AWS CloudFormation
Communications & Networking
1 10 (2.82%) 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%) Ethernet VPN
6 2 (0.56%) Internet
6 2 (0.56%) IPsec
6 2 (0.56%) Reverse Proxy
6 2 (0.56%) SD-WAN
6 2 (0.56%) VXLAN
6 2 (0.56%) WAN
Database & Business Intelligence
1 17 (4.79%) Power BI
2 16 (4.51%) Big Data
3 14 (3.94%) NoSQL
3 14 (3.94%) Tableau
4 12 (3.38%) Hadoop
5 11 (3.10%) PostgreSQL
6 9 (2.54%) Relational Database
7 8 (2.25%) KDB
8 6 (1.69%) SQL Server
9 5 (1.41%) Data Lake
9 5 (1.41%) MongoDB
10 4 (1.13%) Amazon Athena
10 4 (1.13%) Data Warehouse
10 4 (1.13%) Kdb+
10 4 (1.13%) Pinecone
10 4 (1.13%) Weaviate
11 3 (0.85%) Delta Lake
11 3 (0.85%) RDBMS
12 2 (0.56%) Neo4j
12 2 (0.56%) Power Query
Development Applications
1 32 (9.01%) Git
2 12 (3.38%) MLflow
3 11 (3.10%) GitLab
4 3 (0.85%) Jenkins
4 3 (0.85%) Visual Studio
5 2 (0.56%) Gradle
5 2 (0.56%) JIRA
5 2 (0.56%) JUnit
5 2 (0.56%) Maven
5 2 (0.56%) PyCharm
6 1 (0.28%) Cypress.io
6 1 (0.28%) Hardhat
6 1 (0.28%) Octopus Deploy
6 1 (0.28%) Oracle Forms
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 78 (21.97%) Social Skills
2 62 (17.46%) Analytical Skills
3 49 (13.80%) Finance
4 31 (8.73%) Banking
5 28 (7.89%) Front Office
6 17 (4.79%) Public Sector
7 12 (3.38%) Investment Banking
8 9 (2.54%) Aerospace
9 8 (2.25%) Retail
10 7 (1.97%) Electronics
10 7 (1.97%) Telecoms
11 6 (1.69%) Aviation
12 5 (1.41%) Inclusion and Diversity
13 4 (1.13%) Documentation Skills
13 4 (1.13%) Games
13 4 (1.13%) Law
13 4 (1.13%) Marketing
13 4 (1.13%) Police
13 4 (1.13%) Presentation Skills
14 3 (0.85%) Publishing
Job Titles
1 95 (26.76%) Developer
2 57 (16.06%) Software Engineer
3 52 (14.65%) Senior
4 42 (11.83%) Data Scientist
5 30 (8.45%) Algorithm Engineer
5 30 (8.45%) Python Developer
6 23 (6.48%) Artificial Intelligence Engineer
7 21 (5.92%) C++ Developer
8 20 (5.63%) Java Developer
9 18 (5.07%) Lead
10 17 (4.79%) Architect
10 17 (4.79%) Quantitative Developer
11 15 (4.23%) Senior 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%) C++ Software Engineer
13 9 (2.54%) Gen AI Engineer
13 9 (2.54%) Robotics Engineer
Libraries, Frameworks & Software Standards
1 42 (11.83%) PyTorch
2 39 (10.99%) TensorFlow
3 34 (9.58%) scikit-learn
4 33 (9.30%) Pandas
5 28 (7.89%) NumPy
6 22 (6.20%) FIX Protocol
7 14 (3.94%) Kafka
8 12 (3.38%) React
8 12 (3.38%) REST
9 11 (3.10%) Matplotlib
9 11 (3.10%) PySpark
9 11 (3.10%) Seaborn
10 10 (2.82%) Hugging Face
10 10 (2.82%) Spring
10 10 (2.82%) Spring Boot
11 9 (2.54%) .NET
11 9 (2.54%) FastAPI
12 8 (2.25%) LangChain
12 8 (2.25%) RESTful
12 8 (2.25%) XGBoost
Miscellaneous
1 67 (18.87%) Data Structures
2 32 (9.01%) Distributed Systems
3 29 (8.17%) Equities
4 20 (5.63%) Foreign Exchange (FX)
5 18 (5.07%) Derivative
5 18 (5.07%) Robotics
6 12 (3.38%) Cloud Native
7 10 (2.82%) PKI
8 9 (2.54%) Equity Derivative
8 9 (2.54%) Product Ownership
9 8 (2.25%) Data Protection Act
10 7 (1.97%) Fixed Income
10 7 (1.97%) Legacy Systems
11 6 (1.69%) AI Agents
12 5 (1.41%) FPGA
13 4 (1.13%) Distributed Denial-of-Service
13 4 (1.13%) Hybrid Cloud
13 4 (1.13%) PCIe
13 4 (1.13%) Smartcard
13 4 (1.13%) Verilog
Operating Systems
1 16 (4.51%) Linux
2 7 (1.97%) Unix
3 2 (0.56%) Android
3 2 (0.56%) Windows
4 1 (0.28%) Apple iOS
4 1 (0.28%) Embedded Linux
4 1 (0.28%) Robot Operating System
4 1 (0.28%) Solaris
4 1 (0.28%) VMS
Processes & Methodologies
1 145 (40.85%) Machine Learning
2 100 (28.17%) AI
3 88 (24.79%) Computer Science
4 86 (24.23%) Software Engineering
5 79 (22.25%) CI/CD
6 75 (21.13%) Data Science
7 66 (18.59%) Problem-Solving
8 62 (17.46%) Analytics
9 49 (13.80%) Mathematics
10 45 (12.68%) Agile
11 43 (12.11%) Data Pipeline
12 42 (11.83%) Containerisation
13 41 (11.55%) LLM
14 40 (11.27%) Statistics
15 39 (10.99%) Data Engineering
16 38 (10.70%) Data Analysis
17 37 (10.42%) Low Latency
18 36 (10.14%) Multithreading
19 34 (9.58%) Visualisation
20 32 (9.01%) Natural Language Processing
Programming Languages
1 174 (49.01%) Python
2 62 (17.46%) SQL
3 58 (16.34%) Java
4 40 (11.27%) C++
5 33 (9.30%) C#
6 31 (8.73%) MATLAB
7 21 (5.92%) Ada
8 18 (5.07%) TypeScript
9 15 (4.23%) R
10 11 (3.10%) Kotlin
10 11 (3.10%) PowerShell
11 9 (2.54%) C
12 8 (2.25%) JavaScript
13 6 (1.69%) Bash
13 6 (1.69%) Go
14 5 (1.41%) Rust
15 4 (1.13%) SystemVerilog
15 4 (1.13%) Tcl
16 2 (0.56%) Data Analysis Expressions
17 1 (0.28%) Solidity
Qualifications
1 74 (20.85%) Degree
2 44 (12.39%) Security Cleared
3 24 (6.76%) SC Cleared
4 22 (6.20%) Computer Science Degree
5 20 (5.63%) Master's Degree
6 13 (3.66%) BPSS Clearance
7 12 (3.38%) PhD
8 11 (3.10%) Numerate Degree
9 7 (1.97%) DBS Check
10 6 (1.69%) DV Cleared
11 5 (1.41%) CISSP
12 4 (1.13%) CISM
12 4 (1.13%) GIAC
12 4 (1.13%) HNC
12 4 (1.13%) HND
13 3 (0.85%) Cisco Certification
14 2 (0.56%) CCDP
14 2 (0.56%) CCIE
14 2 (0.56%) CESG Certified Professional
14 2 (0.56%) Microsoft Certified Professional
Quality Assurance & Compliance
1 12 (3.38%) QA
2 10 (2.82%) Data Quality
3 9 (2.54%) Accessibility
4 6 (1.69%) NIST
5 5 (1.41%) ISO/IEC 27001
6 4 (1.13%) Actionable Recommendations
6 4 (1.13%) DO-254
7 3 (0.85%) PCI DSS
7 3 (0.85%) 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%) EU AI Act
9 1 (0.28%) GDPR
System Software
1 40 (11.27%) Docker
2 8 (2.25%) Firmware
3 1 (0.28%) Active Directory
3 1 (0.28%) Oracle RAC
3 1 (0.28%) Squid
Systems Management
1 22 (6.20%) Kubernetes
2 11 (3.10%) 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 (6.48%) Databricks
2 18 (5.07%) Microsoft
3 14 (3.94%) IBM
4 11 (3.10%) Google
5 10 (2.82%) MathWorks
6 9 (2.54%) SAP
7 7 (1.97%) Solace
8 6 (1.69%) Thales
9 5 (1.41%) F5
9 5 (1.41%) Oracle
10 4 (1.13%) Actel
10 4 (1.13%) Altera
10 4 (1.13%) AppDynamics
10 4 (1.13%) Bloomberg
10 4 (1.13%) Charles River
10 4 (1.13%) Intel
10 4 (1.13%) ION Trading
10 4 (1.13%) OpenAI
10 4 (1.13%) Splunk
10 4 (1.13%) Xilinx