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

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 308 264 272
Rank change year-on-year -44 +8 +18
Contract jobs citing Algorithms 356 301 369
As % of all contract jobs in the UK 0.78% 1.03% 0.84%
As % of the Miscellaneous category 2.40% 3.04% 2.76%
Number of daily rates quoted 192 175 226
10th Percentile £207 £400 £400
25th Percentile £407 £463 £475
Median daily rate (50th Percentile) £550 £600 £581
Median % change year-on-year -8.33% +3.23% -7.74%
75th Percentile £725 £676 £724
90th Percentile £894 £838 £875
UK excluding London median daily rate £461 £548 £520
% change year-on-year -15.80% +5.29% -9.57%
Number of hourly rates quoted 47 21 59
10th Percentile £52.22 £22.72 £34.87
25th Percentile £57.39 £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 £66.25 £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 14,844 9,914 13,363
As % of all contract IT jobs advertised in the UK 32.32% 33.84% 30.49%
Number of daily rates quoted 9,287 6,351 8,565
10th Percentile £300 £295 £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 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 704 384 904
10th Percentile £16.01 £16.95 £12.25
25th Percentile £20.72 £22.44 £15.17
Median hourly rate £45.00 £32.50 £27.25
Median % change year-on-year +38.46% +19.27% +21.19%
75th Percentile £70.00 £64.52 £57.50
90th Percentile £85.40 £83.20 £67.38
UK excluding London median hourly rate £47.50 £32.50 £25.28
% change year-on-year +46.15% +28.59% +14.89%

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 16 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 16 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 16 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 -35 300 £550 -12.00% 308
London -19 163 £625 -3.85% 92
UK excluding London -75 149 £461 -15.80% 251
Work from Home -26 102 £625 +19.05% 122
South West +4 44 £500 -25.09% 37
South East -43 35 £550 +10.00% 91
East of England -41 25 £345 -45.88% 41
North of England -78 19 £358 -34.97% 37
Scotland -3 13 £569 +33.88% 17
Yorkshire -45 11 £648 - 10
North West -51 8 £205 -62.73% 16
West Midlands -53 6 £463 - 13
Midlands -64 6 £463 +560.71% 28
Wales -19 5 £475 -15.56% 4
Northern Ireland -3 2 - - 5

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 (5.34%) Apache Spark
2 18 (5.06%) Apache Airflow
3 10 (2.81%) Apache
3 10 (2.81%) 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 (3.93%) Microsoft Excel
2 5 (1.40%) CPLEX
2 5 (1.40%) Microsoft Office
3 4 (1.12%) Chatbot
3 4 (1.12%) Microsoft PowerPoint
3 4 (1.12%) Simulink
4 3 (0.84%) LaTeX
Business Applications
1 8 (2.25%) SAP IBP
2 4 (1.12%) Bloomberg AIM
2 4 (1.12%) Fidessa
2 4 (1.12%) ProductWriter
3 1 (0.28%) Actimize
3 1 (0.28%) SAP APO
Cloud Services
1 73 (20.51%) AWS
2 60 (16.85%) Azure
3 32 (8.99%) GCP
4 21 (5.90%) Power Platform
5 17 (4.78%) Cloud Computing
6 15 (4.21%) Amazon ECS
7 13 (3.65%) Amazon SageMaker
8 12 (3.37%) AWS Lambda
8 12 (3.37%) Dagster
8 12 (3.37%) GitHub
8 12 (3.37%) Serverless
9 10 (2.81%) Amazon EKS
10 9 (2.53%) Vertex AI
11 8 (2.25%) Amazon CloudWatch
11 8 (2.25%) Amazon S3
11 8 (2.25%) Snowflake
12 7 (1.97%) Azure Machine Learning
12 7 (1.97%) GitHub Actions
13 5 (1.40%) Azure DevOps
14 4 (1.12%) AWS CloudFormation
Communications & Networking
1 9 (2.53%) HTTP
2 6 (1.69%) Network Security
3 5 (1.40%) BIG-IP
3 5 (1.40%) F5 BIG-IP LTM
3 5 (1.40%) Firewall
3 5 (1.40%) SSL
3 5 (1.40%) VPN
4 4 (1.12%) Ethernet
4 4 (1.12%) S/MIME
5 3 (0.84%) DNS
5 3 (0.84%) HTTPS
5 3 (0.84%) Multicast
5 3 (0.84%) TCP/IP
6 2 (0.56%) Ethernet VPN
6 2 (0.56%) Internet
6 2 (0.56%) IPsec
6 2 (0.56%) MPLS
6 2 (0.56%) Reverse Proxy
6 2 (0.56%) SD-WAN
6 2 (0.56%) VXLAN
Database & Business Intelligence
1 19 (5.34%) Power BI
2 16 (4.49%) Big Data
3 15 (4.21%) NoSQL
4 14 (3.93%) Tableau
5 12 (3.37%) Hadoop
6 11 (3.09%) PostgreSQL
6 11 (3.09%) Relational Database
7 9 (2.53%) KDB
8 6 (1.69%) SQL Server
9 5 (1.40%) Data Lake
9 5 (1.40%) Kdb+
9 5 (1.40%) MongoDB
10 4 (1.12%) Amazon Athena
10 4 (1.12%) Data Warehouse
10 4 (1.12%) Pinecone
10 4 (1.12%) Weaviate
11 3 (0.84%) Delta Lake
11 3 (0.84%) RDBMS
12 2 (0.56%) Neo4j
12 2 (0.56%) Power Query
Development Applications
1 34 (9.55%) Git
2 12 (3.37%) MLflow
3 10 (2.81%) GitLab
4 3 (0.84%) Jenkins
4 3 (0.84%) Visual Studio
5 2 (0.56%) Cypress.io
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%) 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 81 (22.75%) Social Skills
2 64 (17.98%) Analytical Skills
3 50 (14.04%) Finance
4 32 (8.99%) Banking
5 29 (8.15%) Front Office
6 19 (5.34%) Public Sector
7 12 (3.37%) Investment Banking
8 9 (2.53%) Aerospace
9 8 (2.25%) Electronics
9 8 (2.25%) Retail
9 8 (2.25%) Telecoms
10 6 (1.69%) Aviation
11 5 (1.40%) Inclusion and Diversity
11 5 (1.40%) Marketing
12 4 (1.12%) Documentation Skills
12 4 (1.12%) Games
12 4 (1.12%) Manufacturing
12 4 (1.12%) Police
12 4 (1.12%) Presentation Skills
12 4 (1.12%) Publishing
Job Titles
1 98 (27.53%) Developer
2 56 (15.73%) Software Engineer
3 55 (15.45%) Senior
4 43 (12.08%) Data Scientist
5 32 (8.99%) Python Developer
6 30 (8.43%) Algorithm Engineer
7 24 (6.74%) Artificial Intelligence Engineer
8 21 (5.90%) Java Developer
9 20 (5.62%) C++ Developer
10 18 (5.06%) Lead
11 17 (4.78%) Architect
11 17 (4.78%) Quantitative Developer
11 17 (4.78%) Senior Developer
12 10 (2.81%) C++ Quantitative Developer
12 10 (2.81%) Consultant
12 10 (2.81%) Linux Developer
12 10 (2.81%) Low Latency C++ Developer
13 9 (2.53%) Gen AI Engineer
13 9 (2.53%) Robotics Engineer
14 8 (2.25%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 43 (12.08%) PyTorch
2 40 (11.24%) TensorFlow
3 36 (10.11%) Pandas
4 35 (9.83%) scikit-learn
5 31 (8.71%) NumPy
6 22 (6.18%) FIX Protocol
7 14 (3.93%) Kafka
7 14 (3.93%) REST
8 13 (3.65%) React
9 12 (3.37%) PySpark
10 11 (3.09%) Matplotlib
10 11 (3.09%) Seaborn
11 10 (2.81%) .NET
11 10 (2.81%) FastAPI
11 10 (2.81%) Hugging Face
11 10 (2.81%) Spring
11 10 (2.81%) Spring Boot
12 9 (2.53%) RESTful
13 8 (2.25%) LangChain
13 8 (2.25%) XGBoost
Miscellaneous
1 69 (19.38%) Data Structures
2 32 (8.99%) Distributed Systems
3 29 (8.15%) Equities
4 21 (5.90%) Foreign Exchange (FX)
5 18 (5.06%) Robotics
6 17 (4.78%) Derivative
7 13 (3.65%) Cloud Native
8 10 (2.81%) PKI
9 9 (2.53%) Equity Derivative
9 9 (2.53%) Product Ownership
10 8 (2.25%) Data Protection Act
10 8 (2.25%) Fixed Income
11 7 (1.97%) Legacy Systems
12 6 (1.69%) AI Agents
13 5 (1.40%) FPGA
14 4 (1.12%) Greenfield Project
14 4 (1.12%) IoT
14 4 (1.12%) PCIe
14 4 (1.12%) Smartcard
14 4 (1.12%) Verilog
Operating Systems
1 16 (4.49%) 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
1 148 (41.57%) Machine Learning
2 102 (28.65%) AI
3 86 (24.16%) Computer Science
3 86 (24.16%) Software Engineering
4 79 (22.19%) CI/CD
5 77 (21.63%) Data Science
6 70 (19.66%) Problem-Solving
7 65 (18.26%) Analytics
8 50 (14.04%) Mathematics
9 48 (13.48%) Agile
10 44 (12.36%) Data Pipeline
11 42 (11.80%) LLM
11 42 (11.80%) Statistics
12 41 (11.52%) Containerisation
13 40 (11.24%) Data Engineering
14 39 (10.96%) Data Analysis
15 38 (10.67%) Low Latency
16 37 (10.39%) Multithreading
17 36 (10.11%) Visualisation
18 33 (9.27%) Natural Language Processing
Programming Languages
1 178 (50.00%) Python
2 64 (17.98%) SQL
3 58 (16.29%) Java
4 38 (10.67%) C++
5 32 (8.99%) C#
6 31 (8.71%) MATLAB
7 21 (5.90%) Ada
8 18 (5.06%) TypeScript
9 15 (4.21%) R
10 11 (3.09%) Kotlin
10 11 (3.09%) PowerShell
11 9 (2.53%) C
11 9 (2.53%) JavaScript
12 6 (1.69%) Bash
12 6 (1.69%) Go
13 4 (1.12%) Rust
13 4 (1.12%) SystemVerilog
13 4 (1.12%) Tcl
14 2 (0.56%) Data Analysis Expressions
15 1 (0.28%) SPARQL
Qualifications
1 75 (21.07%) Degree
2 46 (12.92%) Security Cleared
3 25 (7.02%) SC Cleared
4 23 (6.46%) Computer Science Degree
5 20 (5.62%) Master's Degree
6 13 (3.65%) BPSS Clearance
7 12 (3.37%) PhD
8 11 (3.09%) Numerate Degree
9 7 (1.97%) DBS Check
10 6 (1.69%) DV Cleared
11 5 (1.40%) CISSP
12 4 (1.12%) CISM
12 4 (1.12%) GIAC
12 4 (1.12%) HNC
12 4 (1.12%) HND
13 3 (0.84%) Cisco Certification
13 3 (0.84%) Microsoft Certified Professional
14 2 (0.56%) CCDP
14 2 (0.56%) CCIE
14 2 (0.56%) CESG Certified Professional
Quality Assurance & Compliance
1 12 (3.37%) QA
2 11 (3.09%) Data Quality
3 9 (2.53%) Accessibility
4 7 (1.97%) NIST
5 5 (1.40%) ISO/IEC 27001
6 4 (1.12%) Actionable Recommendations
6 4 (1.12%) DO-254
7 3 (0.84%) PCI DSS
7 3 (0.84%) SLA
8 2 (0.56%) Disclosure Scotland
8 2 (0.56%) EU AI Act
8 2 (0.56%) JSP 440
8 2 (0.56%) NCSC
8 2 (0.56%) RMADS
9 1 (0.28%) GDPR
System Software
1 39 (10.96%) 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 (6.18%) Kubernetes
2 11 (3.09%) Terraform
3 9 (2.53%) Grafana
4 3 (0.84%) Ansible
4 3 (0.84%) Kubeflow
4 3 (0.84%) 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 (6.46%) Databricks
2 19 (5.34%) Microsoft
3 14 (3.93%) IBM
4 11 (3.09%) Google
5 10 (2.81%) MathWorks
5 10 (2.81%) SAP
6 7 (1.97%) Solace
7 6 (1.69%) Thales
8 5 (1.40%) F5
8 5 (1.40%) Oracle
9 4 (1.12%) Actel
9 4 (1.12%) Altera
9 4 (1.12%) AppDynamics
9 4 (1.12%) Bloomberg
9 4 (1.12%) Charles River
9 4 (1.12%) Intel
9 4 (1.12%) ION Trading
9 4 (1.12%) OpenAI
9 4 (1.12%) Splunk
9 4 (1.12%) Xilinx