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 26 March 2026, comparing them to the same period in the previous two years.

6 months to
26 Mar 2026
Same period 2025 Same period 2024
Rank 300 261 265
Rank change year-on-year -39 +4 +22
Contract jobs citing Algorithms 361 284 379
As % of all contract jobs in the UK 0.82% 0.98% 0.86%
As % of the Miscellaneous category 2.48% 2.88% 2.82%
Number of daily rates quoted 194 162 233
10th Percentile £335 £382 £413
25th Percentile £448 £458 £488
Median daily rate (50th Percentile) £558 £597 £600
Median % change year-on-year -6.62% -0.50% -7.69%
75th Percentile £738 £676 £738
90th Percentile £1,050 £836 £875
UK excluding London median daily rate £500 £548 £575
% change year-on-year -8.68% -4.78% -
Number of hourly rates quoted 40 21 58
10th Percentile £49.60 £22.72 £34.54
25th Percentile £53.53 £34.13 £47.63
Median hourly rate £65.00 £52.50 £55.00
Median % change year-on-year +23.81% -4.55% +91.30%
75th Percentile - £73.75 £58.75
90th Percentile £67.75 £78.70 £65.90
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 14,544 9,856 13,416
As % of all contract IT jobs advertised in the UK 33.07% 33.91% 30.30%
Number of daily rates quoted 9,137 6,296 8,590
10th Percentile £300 £296 £256
25th Percentile £409 £409 £413
Median daily rate (50th Percentile) £501 £525 £530
Median % change year-on-year -4.67% -0.94% -3.64%
75th Percentile £625 £650 £650
90th Percentile £738 £771 £775
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 683 376 877
10th Percentile £15.62 £16.95 £12.34
25th Percentile £19.00 £22.26 £15.39
Median hourly rate £41.94 £32.50 £27.50
Median % change year-on-year +29.05% +18.18% +22.22%
75th Percentile £68.88 £65.25 £57.50
90th Percentile £85.32 £83.20 £67.70
UK excluding London median hourly rate £45.46 £31.76 £25.50
% change year-on-year +43.14% +24.55% +15.07%

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 26 March 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 26 March 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 26 March 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 -37 298 £568 -9.20% 407
London +7 172 £625 -3.85% 126
UK excluding London -89 140 £500 -8.68% 335
Work from Home -23 101 £625 +19.05% 115
South West -5 37 £500 -25.09% 56
South East -48 30 £550 +10.00% 101
East of England -26 27 £345 -46.92% 48
North of England -70 20 £359 -34.47% 56
Scotland +2 13 £569 +33.88% 18
Yorkshire -41 13 £695 - 15
Wales -16 7 £475 -18.73% 8
North West -55 7 £180 -66.97% 28
West Midlands -60 4 £538 +58.09% 21
Midlands -62 4 £538 +616.67% 48
Northern Ireland -6 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 21 (5.82%) Apache Spark
2 17 (4.71%) Apache Airflow
3 11 (3.05%) Apache
3 11 (3.05%) Jupyter
4 2 (0.55%) Confluence
5 1 (0.28%) Ethereum
5 1 (0.28%) Palantir Foundry
5 1 (0.28%) Solana
Applications
1 18 (4.99%) Microsoft Excel
2 7 (1.94%) Chatbot
2 7 (1.94%) Microsoft Office
3 6 (1.66%) Microsoft PowerPoint
4 4 (1.11%) CPLEX
4 4 (1.11%) Simulink
5 3 (0.83%) LaTeX
Business Applications
1 4 (1.11%) Bloomberg AIM
1 4 (1.11%) Fidessa
2 3 (0.83%) ProductWriter
2 3 (0.83%) SAP IBP
3 1 (0.28%) Actimize
Cloud Services
1 79 (21.88%) AWS
2 74 (20.50%) Azure
3 36 (9.97%) GCP
4 23 (6.37%) Cloud Computing
4 23 (6.37%) Power Platform
5 20 (5.54%) GitHub
6 15 (4.16%) Amazon SageMaker
6 15 (4.16%) Serverless
7 14 (3.88%) Amazon ECS
8 11 (3.05%) AWS Lambda
8 11 (3.05%) Dagster
8 11 (3.05%) Snowflake
9 9 (2.49%) Amazon EKS
9 9 (2.49%) Vertex AI
10 8 (2.22%) Azure Machine Learning
10 8 (2.22%) PaaS
11 7 (1.94%) Amazon CloudWatch
11 7 (1.94%) Amazon S3
11 7 (1.94%) Azure AKS
11 7 (1.94%) GitHub Actions
Communications & Networking
1 5 (1.39%) HTTP
1 5 (1.39%) Network Security
1 5 (1.39%) VPN
2 4 (1.11%) BIG-IP
2 4 (1.11%) Ethernet
2 4 (1.11%) F5 BIG-IP LTM
2 4 (1.11%) Firewall
2 4 (1.11%) Internet
2 4 (1.11%) S/MIME
3 3 (0.83%) Multicast
3 3 (0.83%) SSL
4 2 (0.55%) 2G
4 2 (0.55%) BGP
4 2 (0.55%) IPsec
4 2 (0.55%) LAN
4 2 (0.55%) MPLS
4 2 (0.55%) OSPF
4 2 (0.55%) TCP/IP
4 2 (0.55%) VoIP
4 2 (0.55%) WAN
Database & Business Intelligence
1 21 (5.82%) Power BI
2 20 (5.54%) Big Data
2 20 (5.54%) NoSQL
3 17 (4.71%) Tableau
4 16 (4.43%) Relational Database
5 14 (3.88%) Hadoop
5 14 (3.88%) PostgreSQL
6 10 (2.77%) KDB
7 7 (1.94%) Kdb+
8 6 (1.66%) RDBMS
9 5 (1.39%) Data Lake
9 5 (1.39%) Data Warehouse
9 5 (1.39%) MySQL
9 5 (1.39%) SQL Server
10 4 (1.11%) Amazon Athena
10 4 (1.11%) MongoDB
10 4 (1.11%) Pinecone
10 4 (1.11%) Weaviate
11 3 (0.83%) Delta Lake
12 2 (0.55%) Power Query
Development Applications
1 39 (10.80%) Git
2 11 (3.05%) MLflow
3 9 (2.49%) Jenkins
4 7 (1.94%) GitLab
5 5 (1.39%) PyCharm
6 3 (0.83%) TeamCity
6 3 (0.83%) Visual Studio
7 2 (0.55%) Cypress.io
7 2 (0.55%) GoCD
7 2 (0.55%) Gradle
7 2 (0.55%) Hardhat
7 2 (0.55%) JIRA
7 2 (0.55%) JUnit
7 2 (0.55%) Maven
7 2 (0.55%) SonarQube
7 2 (0.55%) Sonatype Nexus
8 1 (0.28%) Octopus Deploy
8 1 (0.28%) Postman
8 1 (0.28%) REST Assured
8 1 (0.28%) webpack
General
1 98 (27.15%) Social Skills
2 67 (18.56%) Analytical Skills
3 52 (14.40%) Finance
4 35 (9.70%) Front Office
5 32 (8.86%) Banking
6 21 (5.82%) Public Sector
7 11 (3.05%) Investment Banking
8 9 (2.49%) Aerospace
9 8 (2.22%) Electronics
9 8 (2.22%) Retail
9 8 (2.22%) Telecoms
10 7 (1.94%) Marketing
11 6 (1.66%) Aviation
11 6 (1.66%) Manufacturing
12 5 (1.39%) Inclusion and Diversity
12 5 (1.39%) Presentation Skills
13 4 (1.11%) Documentation Skills
13 4 (1.11%) Games
13 4 (1.11%) Police
13 4 (1.11%) Publishing
Job Titles
1 109 (30.19%) Developer
2 60 (16.62%) Senior
3 47 (13.02%) Data Scientist
3 47 (13.02%) Software Engineer
4 30 (8.31%) Python Developer
5 28 (7.76%) Artificial Intelligence Engineer
6 26 (7.20%) Algorithm Engineer
7 23 (6.37%) C++ Developer
7 23 (6.37%) Senior Developer
8 21 (5.82%) Lead
8 21 (5.82%) Quantitative Developer
9 20 (5.54%) Java Developer
10 15 (4.16%) Architect
11 12 (3.32%) C++ Quantitative Developer
11 12 (3.32%) Linux Developer
11 12 (3.32%) Low Latency C++ Developer
12 11 (3.05%) Gen AI Engineer
13 9 (2.49%) Robotics Engineer
14 8 (2.22%) Analyst
14 8 (2.22%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 52 (14.40%) TensorFlow
2 50 (13.85%) PyTorch
3 41 (11.36%) Pandas
4 37 (10.25%) scikit-learn
5 35 (9.70%) NumPy
6 22 (6.09%) FIX Protocol
7 14 (3.88%) .NET
7 14 (3.88%) REST
8 13 (3.60%) Kafka
8 13 (3.60%) React
8 13 (3.60%) RESTful
9 12 (3.32%) PySpark
10 11 (3.05%) Matplotlib
10 11 (3.05%) Seaborn
11 10 (2.77%) Model Context Protocol
12 9 (2.49%) FastAPI
12 9 (2.49%) Hugging Face
12 9 (2.49%) XGBoost
13 8 (2.22%) A2A Protocol
13 8 (2.22%) Semantic Kernel
Miscellaneous
1 73 (20.22%) Data Structures
2 33 (9.14%) Equities
3 32 (8.86%) Distributed Systems
4 23 (6.37%) Foreign Exchange (FX)
5 19 (5.26%) Cloud Native
5 19 (5.26%) Derivative
6 15 (4.16%) Robotics
7 11 (3.05%) Equity Derivative
7 11 (3.05%) Fixed Income
8 9 (2.49%) Data Protection Act
8 9 (2.49%) PKI
9 8 (2.22%) Product Ownership
10 7 (1.94%) Clustering
11 6 (1.66%) Legacy Systems
12 5 (1.39%) Distributed Computing
12 5 (1.39%) FPGA
12 5 (1.39%) Greenfield Project
12 5 (1.39%) IoT
12 5 (1.39%) Mobile App
12 5 (1.39%) Onboarding
Operating Systems
1 21 (5.82%) Linux
2 7 (1.94%) Unix
3 3 (0.83%) Windows
4 2 (0.55%) 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
1 165 (45.71%) Machine Learning
2 110 (30.47%) AI
3 94 (26.04%) Computer Science
4 91 (25.21%) Data Science
5 86 (23.82%) Problem-Solving
6 81 (22.44%) CI/CD
7 75 (20.78%) Software Engineering
8 67 (18.56%) Analytics
9 61 (16.90%) Agile
10 59 (16.34%) Mathematics
11 56 (15.51%) LLM
12 54 (14.96%) Data Pipeline
12 54 (14.96%) Statistics
13 50 (13.85%) Data Engineering
14 42 (11.63%) Data Analysis
14 42 (11.63%) Test Automation
15 40 (11.08%) Containerisation
16 39 (10.80%) Visualisation
17 38 (10.53%) Natural Language Processing
18 37 (10.25%) Low Latency
Programming Languages
1 198 (54.85%) Python
2 75 (20.78%) SQL
3 55 (15.24%) Java
4 39 (10.80%) C++
5 28 (7.76%) C#
5 28 (7.76%) MATLAB
6 18 (4.99%) Ada
6 18 (4.99%) R
7 17 (4.71%) TypeScript
8 15 (4.16%) PowerShell
9 12 (3.32%) JavaScript
10 11 (3.05%) Kotlin
11 10 (2.77%) Bash
12 9 (2.49%) Go
13 6 (1.66%) C
14 4 (1.11%) Rust
14 4 (1.11%) SystemVerilog
14 4 (1.11%) Tcl
15 3 (0.83%) SPARQL
16 2 (0.55%) Scala
Qualifications
1 92 (25.48%) Degree
2 47 (13.02%) Security Cleared
3 29 (8.03%) Master's Degree
4 24 (6.65%) Computer Science Degree
4 24 (6.65%) SC Cleared
5 16 (4.43%) PhD
6 13 (3.60%) Numerate Degree
7 9 (2.49%) Microsoft Certified Professional
8 8 (2.22%) BPSS Clearance
9 7 (1.94%) DBS Check
10 6 (1.66%) DV Cleared
11 4 (1.11%) CISM
11 4 (1.11%) CISSP
11 4 (1.11%) GIAC
11 4 (1.11%) HNC
11 4 (1.11%) HND
12 3 (0.83%) Cisco Certification
13 2 (0.55%) CCDP
13 2 (0.55%) CCIE
13 2 (0.55%) CESG Certified Professional
Quality Assurance & Compliance
1 15 (4.16%) QA
2 10 (2.77%) NIST
3 9 (2.49%) Data Quality
4 7 (1.94%) EU AI Act
5 6 (1.66%) Accessibility
6 4 (1.11%) Actionable Recommendations
6 4 (1.11%) DO-254
6 4 (1.11%) ISO/IEC 27001
7 3 (0.83%) SLA
8 2 (0.55%) JSP 440
8 2 (0.55%) NCSC
8 2 (0.55%) PCI DSS
8 2 (0.55%) RMADS
9 1 (0.28%) Disclosure Scotland
9 1 (0.28%) GDPR
System Software
1 41 (11.36%) 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 25 (6.93%) Kubernetes
2 16 (4.43%) Terraform
3 8 (2.22%) Grafana
4 3 (0.83%) Ansible
4 3 (0.83%) Kubeflow
4 3 (0.83%) Single Sign-On
5 2 (0.55%) Kibana
5 2 (0.55%) logstash
5 2 (0.55%) Prometheus
5 2 (0.55%) rkt
6 1 (0.28%) Data Guard
6 1 (0.28%) HP Fortify
6 1 (0.28%) ITRS Geneos
6 1 (0.28%) Oracle ZFS
Vendors
1 27 (7.48%) Microsoft
2 23 (6.37%) Databricks
3 12 (3.32%) Google
4 11 (3.05%) IBM
5 9 (2.49%) Foundry
6 7 (1.94%) MathWorks
7 6 (1.66%) Solace
7 6 (1.66%) Thales
8 5 (1.39%) Oracle
8 5 (1.39%) SAP
9 4 (1.11%) Actel
9 4 (1.11%) Altera
9 4 (1.11%) AppDynamics
9 4 (1.11%) Bloomberg
9 4 (1.11%) Charles River
9 4 (1.11%) F5
9 4 (1.11%) Intel
9 4 (1.11%) ION Trading
9 4 (1.11%) Splunk
9 4 (1.11%) Xilinx