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

6 months to
30 Apr 2026
Same period 2025 Same period 2024
Rank 321 255 280
Rank change year-on-year -66 +25 0
Contract jobs citing Algorithms 349 303 369
As % of all contract jobs in the UK 0.74% 1.04% 0.85%
As % of the Miscellaneous category 2.29% 3.05% 2.78%
Number of daily rates quoted 186 176 228
10th Percentile £198 £410 £400
25th Percentile £402 £463 £475
Median daily rate (50th Percentile) £550 £588 £575
Median % change year-on-year -6.38% +2.17% -8.00%
75th Percentile £723 £690 £725
90th Percentile £888 £850 £875
UK excluding London median daily rate £461 £550 £500
% change year-on-year -16.18% +10.00% -9.09%
Number of hourly rates quoted 51 21 57
10th Percentile £53.53 £22.72 £34.21
25th Percentile £61.88 £34.13 £48.00
Median hourly rate £65.00 £52.50 £55.00
Median % change year-on-year +23.81% -4.55% +134.04%
75th Percentile £68.75 £75.00 £58.75
90th Percentile £79.00 £78.70 £65.00
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 15,220 9,928 13,274
As % of all contract IT jobs advertised in the UK 32.26% 33.97% 30.45%
Number of daily rates quoted 9,481 6,347 8,519
10th Percentile £306 £300 £263
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.42% -2.18%
75th Percentile £625 £650 £657
90th Percentile £738 £775 £788
UK excluding London median daily rate £475 £494 £500
% change year-on-year -3.85% -1.20% -
Number of hourly rates quoted 727 391 910
10th Percentile £16.01 £16.95 £12.25
25th Percentile £20.86 £21.11 £15.17
Median hourly rate £45.46 £32.50 £30.00
Median % change year-on-year +39.88% +8.33% +33.42%
75th Percentile £70.00 £63.75 £60.66
90th Percentile £86.00 £83.20 £70.00
UK excluding London median hourly rate £48.77 £31.76 £27.75
% change year-on-year +53.56% +14.45% +26.14%

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 30 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 30 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 30 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 -54 296 £550 -12.00% 251
London -32 157 £613 -5.77% 82
UK excluding London -81 151 £461 -16.18% 200
Work from Home -27 98 £625 +19.05% 89
South West +2 47 £500 -25.09% 31
South East -37 37 £550 +10.00% 75
East of England -43 23 £345 -46.92% 39
North of England -82 18 £500 -9.09% 28
Scotland -10 13 £569 +33.88% 10
Yorkshire -45 13 £600 - 6
West Midlands -54 6 £463 - 7
Midlands -66 6 £463 +560.71% 19
Wales -17 5 £475 -17.39% 4
North West -55 5 £355 -35.45% 12
Northern Ireland 0 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 19 (5.44%) Apache Airflow
1 19 (5.44%) Apache Spark
2 9 (2.58%) Apache
3 6 (1.72%) Jupyter
4 1 (0.29%) Confluence
4 1 (0.29%) Ethereum
4 1 (0.29%) Palantir Foundry
4 1 (0.29%) Solana
Applications
1 12 (3.44%) Microsoft Excel
2 5 (1.43%) CPLEX
2 5 (1.43%) Microsoft Office
3 4 (1.15%) Microsoft PowerPoint
3 4 (1.15%) Simulink
4 3 (0.86%) Chatbot
4 3 (0.86%) LaTeX
Business Applications
1 10 (2.87%) SAP IBP
2 5 (1.43%) ProductWriter
3 4 (1.15%) Bloomberg AIM
3 4 (1.15%) Fidessa
4 1 (0.29%) SAP APO
Cloud Services
1 69 (19.77%) AWS
2 49 (14.04%) Azure
3 28 (8.02%) GCP
4 17 (4.87%) Power Platform
5 16 (4.58%) Amazon ECS
6 13 (3.72%) Amazon SageMaker
6 13 (3.72%) AWS Lambda
6 13 (3.72%) Dagster
6 13 (3.72%) Serverless
7 11 (3.15%) Amazon EKS
7 11 (3.15%) Cloud Computing
8 9 (2.58%) Amazon CloudWatch
8 9 (2.58%) Amazon S3
8 9 (2.58%) GitHub
9 7 (2.01%) GitHub Actions
9 7 (2.01%) Vertex AI
10 6 (1.72%) Snowflake
11 5 (1.43%) Azure Machine Learning
12 4 (1.15%) AWS CloudFormation
12 4 (1.15%) Azure DevOps
Communications & Networking
1 12 (3.44%) HTTP
2 5 (1.43%) BIG-IP
2 5 (1.43%) F5 BIG-IP LTM
2 5 (1.43%) Firewall
2 5 (1.43%) Network Security
2 5 (1.43%) SSL
3 4 (1.15%) Ethernet
3 4 (1.15%) S/MIME
3 4 (1.15%) VPN
4 3 (0.86%) DNS
4 3 (0.86%) HTTPS
4 3 (0.86%) Multicast
4 3 (0.86%) TCP/IP
5 2 (0.57%) Ethernet VPN
5 2 (0.57%) IPsec
5 2 (0.57%) MPLS
5 2 (0.57%) OSPF
5 2 (0.57%) Reverse Proxy
5 2 (0.57%) SD-WAN
5 2 (0.57%) VXLAN
Database & Business Intelligence
1 17 (4.87%) Big Data
1 17 (4.87%) Power BI
2 13 (3.72%) Hadoop
2 13 (3.72%) Tableau
3 12 (3.44%) NoSQL
4 10 (2.87%) PostgreSQL
5 8 (2.29%) KDB
5 8 (2.29%) Relational Database
6 7 (2.01%) SQL Server
7 6 (1.72%) Data Lake
8 5 (1.43%) MongoDB
9 4 (1.15%) Amazon Athena
9 4 (1.15%) Data Warehouse
9 4 (1.15%) Kdb+
9 4 (1.15%) Pinecone
9 4 (1.15%) Weaviate
10 3 (0.86%) Delta Lake
11 2 (0.57%) Power Query
11 2 (0.57%) RDBMS
11 2 (0.57%) Spark SQL
Development Applications
1 30 (8.60%) Git
2 13 (3.72%) MLflow
3 12 (3.44%) GitLab
4 3 (0.86%) Visual Studio
5 2 (0.57%) Gradle
5 2 (0.57%) Jenkins
5 2 (0.57%) JUnit
5 2 (0.57%) Maven
5 2 (0.57%) TeamCity
6 1 (0.29%) Ant
6 1 (0.29%) Cypress.io
6 1 (0.29%) Hardhat
6 1 (0.29%) JIRA
6 1 (0.29%) Octopus Deploy
6 1 (0.29%) Postman
6 1 (0.29%) PyCharm
6 1 (0.29%) REST Assured
6 1 (0.29%) Selenium
6 1 (0.29%) SoapUI
6 1 (0.29%) webpack
General
1 72 (20.63%) Social Skills
2 58 (16.62%) Analytical Skills
3 47 (13.47%) Finance
4 30 (8.60%) Banking
5 28 (8.02%) Front Office
6 17 (4.87%) Public Sector
7 13 (3.72%) Investment Banking
8 9 (2.58%) Aerospace
9 6 (1.72%) Aviation
9 6 (1.72%) Electronics
9 6 (1.72%) Retail
9 6 (1.72%) Telecoms
10 5 (1.43%) Inclusion and Diversity
10 5 (1.43%) Law
11 4 (1.15%) Documentation Skills
11 4 (1.15%) Games
11 4 (1.15%) Police
11 4 (1.15%) Presentation Skills
12 3 (0.86%) Marketing
12 3 (0.86%) Publishing
Job Titles
1 89 (25.50%) Developer
2 61 (17.48%) Software Engineer
3 51 (14.61%) Senior
4 41 (11.75%) Data Scientist
5 31 (8.88%) Algorithm Engineer
6 29 (8.31%) Python Developer
7 20 (5.73%) Java Developer
8 19 (5.44%) Architect
9 18 (5.16%) Artificial Intelligence Engineer
10 17 (4.87%) C++ Developer
11 15 (4.30%) Lead
11 15 (4.30%) Quantitative Developer
12 13 (3.72%) Senior Developer
13 12 (3.44%) C++ Software Engineer
13 12 (3.44%) Consultant
14 9 (2.58%) Robotics Engineer
14 9 (2.58%) SAP Consultant
14 9 (2.58%) Senior Software Engineer
15 8 (2.29%) Low Latency C++ Developer
15 8 (2.29%) Solutions Architect
Libraries, Frameworks & Software Standards
1 39 (11.17%) PyTorch
2 34 (9.74%) TensorFlow
3 31 (8.88%) Pandas
3 31 (8.88%) scikit-learn
4 27 (7.74%) NumPy
5 23 (6.59%) FIX Protocol
6 14 (4.01%) Kafka
7 13 (3.72%) REST
8 12 (3.44%) React
9 11 (3.15%) Hugging Face
9 11 (3.15%) PySpark
9 11 (3.15%) Seaborn
10 10 (2.87%) FastAPI
10 10 (2.87%) Spring
10 10 (2.87%) Spring Boot
11 9 (2.58%) Matplotlib
12 8 (2.29%) LangChain
13 7 (2.01%) .NET
14 6 (1.72%) Middleware
14 6 (1.72%) OAuth
Miscellaneous
1 61 (17.48%) Data Structures
2 29 (8.31%) Distributed Systems
3 25 (7.16%) Equities
4 20 (5.73%) Foreign Exchange (FX)
5 18 (5.16%) Robotics
6 17 (4.87%) Derivative
7 10 (2.87%) Cloud Native
7 10 (2.87%) PKI
7 10 (2.87%) Product Ownership
8 8 (2.29%) Data Protection Act
9 7 (2.01%) AI Agents
9 7 (2.01%) Equity Derivative
9 7 (2.01%) Fixed Income
10 6 (1.72%) Legacy Systems
11 5 (1.43%) FPGA
12 4 (1.15%) Distributed Denial-of-Service
12 4 (1.15%) Hybrid Cloud
12 4 (1.15%) IoT
12 4 (1.15%) Smartcard
12 4 (1.15%) Verilog
Operating Systems
1 13 (3.72%) Linux
2 7 (2.01%) Unix
3 1 (0.29%) Android
3 1 (0.29%) Embedded Linux
3 1 (0.29%) Robot Operating System
3 1 (0.29%) Solaris
3 1 (0.29%) VMS
3 1 (0.29%) Windows
Processes & Methodologies
1 140 (40.11%) Machine Learning
2 93 (26.65%) AI
3 88 (25.21%) Software Engineering
4 77 (22.06%) Computer Science
5 76 (21.78%) CI/CD
6 71 (20.34%) Data Science
7 62 (17.77%) Analytics
7 62 (17.77%) Problem-Solving
8 47 (13.47%) Mathematics
9 43 (12.32%) Agile
10 41 (11.75%) Data Pipeline
11 40 (11.46%) Containerisation
12 37 (10.60%) Data Analysis
12 37 (10.60%) LLM
12 37 (10.60%) Low Latency
13 36 (10.32%) Statistics
14 35 (10.03%) Multithreading
15 34 (9.74%) Visualisation
16 32 (9.17%) Data Engineering
17 28 (8.02%) Microservices
Programming Languages
1 164 (46.99%) Python
2 61 (17.48%) SQL
3 60 (17.19%) Java
4 39 (11.17%) C++
5 35 (10.03%) C#
6 31 (8.88%) MATLAB
7 21 (6.02%) Ada
8 18 (5.16%) TypeScript
9 16 (4.58%) R
10 11 (3.15%) Kotlin
11 9 (2.58%) C
11 9 (2.58%) PowerShell
12 7 (2.01%) JavaScript
12 7 (2.01%) Rust
13 6 (1.72%) Go
14 4 (1.15%) Bash
14 4 (1.15%) SystemVerilog
14 4 (1.15%) Tcl
15 2 (0.57%) Data Analysis Expressions
16 1 (0.29%) Shell Script
Qualifications
1 68 (19.48%) Degree
2 44 (12.61%) Security Cleared
3 23 (6.59%) SC Cleared
4 19 (5.44%) Computer Science Degree
5 18 (5.16%) Master's Degree
6 15 (4.30%) BPSS Clearance
7 10 (2.87%) PhD
8 9 (2.58%) Numerate Degree
9 6 (1.72%) DV Cleared
10 5 (1.43%) CISSP
10 5 (1.43%) DBS Check
11 4 (1.15%) CISM
11 4 (1.15%) GIAC
11 4 (1.15%) HNC
11 4 (1.15%) HND
12 3 (0.86%) Cisco Certification
13 2 (0.57%) CCDP
13 2 (0.57%) CCIE
13 2 (0.57%) CESG Certified Professional
13 2 (0.57%) CHECK Team Leader
Quality Assurance & Compliance
1 12 (3.44%) QA
2 9 (2.58%) Accessibility
2 9 (2.58%) Data Quality
3 5 (1.43%) ISO/IEC 27001
3 5 (1.43%) NIST
4 4 (1.15%) Actionable Recommendations
4 4 (1.15%) DO-254
5 3 (0.86%) Disclosure Scotland
5 3 (0.86%) PCI DSS
5 3 (0.86%) SLA
6 2 (0.57%) JSP 440
6 2 (0.57%) NCSC
6 2 (0.57%) RMADS
7 1 (0.29%) GDPR
System Software
1 37 (10.60%) Docker
2 8 (2.29%) Firmware
3 1 (0.29%) Active Directory
3 1 (0.29%) Oracle RAC
3 1 (0.29%) Squid
Systems Management
1 21 (6.02%) Kubernetes
2 10 (2.87%) Grafana
3 8 (2.29%) Terraform
4 3 (0.86%) Ansible
4 3 (0.86%) Kubeflow
4 3 (0.86%) Single Sign-On
5 2 (0.57%) Prometheus
6 1 (0.29%) Data Guard
6 1 (0.29%) HP Fortify
6 1 (0.29%) Istio
6 1 (0.29%) Kibana
6 1 (0.29%) logstash
6 1 (0.29%) Oracle ZFS
Vendors
1 21 (6.02%) Databricks
2 15 (4.30%) Microsoft
3 14 (4.01%) IBM
4 10 (2.87%) Google
4 10 (2.87%) MathWorks
4 10 (2.87%) SAP
5 7 (2.01%) Solace
6 6 (1.72%) Thales
7 5 (1.43%) F5
7 5 (1.43%) IFS
7 5 (1.43%) Oracle
8 4 (1.15%) Actel
8 4 (1.15%) Altera
8 4 (1.15%) AppDynamics
8 4 (1.15%) Bloomberg
8 4 (1.15%) Charles River
8 4 (1.15%) Intel
8 4 (1.15%) ION Trading
8 4 (1.15%) Splunk
8 4 (1.15%) Xilinx