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

6 months to
8 May 2026
Same period 2025 Same period 2024
Rank 316 265 266
Rank change year-on-year -51 +1 +6
Contract jobs citing Algorithms 341 292 368
As % of all contract jobs in the UK 0.72% 1.00% 0.85%
As % of the Miscellaneous category 2.23% 2.95% 2.80%
Number of daily rates quoted 182 167 233
10th Percentile £198 £413 £400
25th Percentile £400 £495 £475
Median daily rate (50th Percentile) £550 £600 £590
Median % change year-on-year -8.33% +1.69% -3.67%
75th Percentile £723 £705 £738
90th Percentile £885 £850 £875
UK excluding London median daily rate £409 £550 £500
% change year-on-year -25.68% +10.00% -8.63%
Number of hourly rates quoted 52 21 55
10th Percentile £53.53 £22.72 £33.56
25th Percentile £62.19 £37.50 £47.75
Median hourly rate £65.00 £55.00 £55.00
Median % change year-on-year +18.18% - +150.00%
75th Percentile £70.00 £75.00 £58.75
90th Percentile £87.78 £78.70 £65.00
UK excluding London median hourly rate £65.00 £58.25 £55.00
% change year-on-year +11.59% +5.91% +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 15,287 9,893 13,124
As % of all contract IT jobs advertised in the UK 32.21% 33.99% 30.43%
Number of daily rates quoted 9,524 6,312 8,441
10th Percentile £308 £300 £266
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £501 £525 £540
Median % change year-on-year -4.60% -2.78% -1.82%
75th Percentile £625 £650 £663
90th Percentile £738 £775 £800
UK excluding London median daily rate £478 £490 £500
% change year-on-year -2.55% -2.00% -
Number of hourly rates quoted 721 394 904
10th Percentile £16.01 £16.95 £12.25
25th Percentile £20.00 £21.01 £15.17
Median hourly rate £45.00 £32.50 £31.13
Median % change year-on-year +38.46% +4.42% +38.43%
75th Percentile £70.00 £63.75 £61.30
90th Percentile £87.50 £83.20 £70.00
UK excluding London median hourly rate £50.00 £31.76 £28.50
% change year-on-year +57.43% +11.44% +29.55%

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 May 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 May 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 May 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 -57 286 £550 -15.38% 262
London -38 151 £625 -3.88% 95
UK excluding London -77 147 £409 -25.68% 201
Work from Home -11 98 £613 +13.95% 88
South West -4 47 £500 -25.09% 26
South East -53 37 £550 +10.00% 77
East of England -36 22 £345 -46.92% 33
North of England -68 15 £215 -61.30% 30
Scotland -16 13 £569 +33.88% 13
Yorkshire -39 10 £215 - 9
West Midlands -51 6 £463 - 8
Midlands -66 6 £463 +560.71% 23
Wales -15 5 £475 -17.39% 1
North West -53 5 £355 -35.45% 14
Northern Ireland +2 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 (5.57%) Apache Airflow
1 19 (5.57%) Apache Spark
2 9 (2.64%) Apache
3 6 (1.76%) 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 (3.52%) Microsoft Excel
2 6 (1.76%) CPLEX
3 5 (1.47%) Microsoft Office
4 4 (1.17%) Microsoft PowerPoint
5 3 (0.88%) LaTeX
5 3 (0.88%) Simulink
6 2 (0.59%) Chatbot
Business Applications
1 11 (3.23%) SAP IBP
2 6 (1.76%) ProductWriter
3 4 (1.17%) Bloomberg AIM
3 4 (1.17%) Fidessa
4 1 (0.29%) SAP APO
Cloud Services
1 68 (19.94%) AWS
2 49 (14.37%) Azure
3 27 (7.92%) GCP
4 16 (4.69%) Amazon ECS
5 14 (4.11%) Power Platform
6 13 (3.81%) AWS Lambda
6 13 (3.81%) Dagster
6 13 (3.81%) Serverless
7 12 (3.52%) Amazon SageMaker
8 11 (3.23%) Amazon EKS
9 10 (2.93%) Cloud Computing
10 9 (2.64%) Amazon CloudWatch
10 9 (2.64%) Amazon S3
11 8 (2.35%) GitHub
12 7 (2.05%) GitHub Actions
12 7 (2.05%) Vertex AI
13 6 (1.76%) Snowflake
14 5 (1.47%) Azure DevOps
15 4 (1.17%) AWS CloudFormation
15 4 (1.17%) Azure Machine Learning
Communications & Networking
1 12 (3.52%) HTTP
2 5 (1.47%) BIG-IP
2 5 (1.47%) F5 BIG-IP LTM
2 5 (1.47%) Firewall
2 5 (1.47%) Network Security
2 5 (1.47%) SSL
3 4 (1.17%) S/MIME
3 4 (1.17%) VPN
4 3 (0.88%) DNS
4 3 (0.88%) Ethernet
4 3 (0.88%) HTTPS
4 3 (0.88%) Multicast
4 3 (0.88%) TCP/IP
5 2 (0.59%) Ethernet VPN
5 2 (0.59%) IPsec
5 2 (0.59%) LAN
5 2 (0.59%) Reverse Proxy
5 2 (0.59%) SD-WAN
5 2 (0.59%) VXLAN
5 2 (0.59%) WAN
Database & Business Intelligence
1 17 (4.99%) Big Data
2 14 (4.11%) Power BI
3 13 (3.81%) Hadoop
4 12 (3.52%) NoSQL
5 11 (3.23%) Tableau
6 10 (2.93%) PostgreSQL
7 7 (2.05%) KDB
7 7 (2.05%) Relational Database
7 7 (2.05%) SQL Server
8 6 (1.76%) Data Lake
8 6 (1.76%) MongoDB
9 4 (1.17%) Amazon Athena
9 4 (1.17%) Data Warehouse
9 4 (1.17%) Pinecone
9 4 (1.17%) Weaviate
10 3 (0.88%) Delta Lake
10 3 (0.88%) Kdb+
11 2 (0.59%) Neo4j
11 2 (0.59%) Power Query
11 2 (0.59%) Spark SQL
Development Applications
1 31 (9.09%) Git
2 13 (3.81%) MLflow
3 12 (3.52%) GitLab
4 3 (0.88%) Visual Studio
5 2 (0.59%) Gradle
5 2 (0.59%) JUnit
5 2 (0.59%) Maven
5 2 (0.59%) TeamCity
6 1 (0.29%) Ant
6 1 (0.29%) Cypress.io
6 1 (0.29%) Eclipse
6 1 (0.29%) IntelliJ
6 1 (0.29%) Jenkins
6 1 (0.29%) JIRA
6 1 (0.29%) JMeter
6 1 (0.29%) Octopus Deploy
6 1 (0.29%) Oracle Forms
6 1 (0.29%) Selenium
6 1 (0.29%) SoapUI
6 1 (0.29%) webpack
General
1 66 (19.35%) Social Skills
2 57 (16.72%) Analytical Skills
3 42 (12.32%) Finance
4 28 (8.21%) Banking
5 22 (6.45%) Front Office
6 17 (4.99%) Public Sector
7 13 (3.81%) Investment Banking
8 9 (2.64%) Aerospace
9 6 (1.76%) Aviation
10 5 (1.47%) Electronics
10 5 (1.47%) Inclusion and Diversity
10 5 (1.47%) Law
10 5 (1.47%) Retail
10 5 (1.47%) Telecoms
11 4 (1.17%) Documentation Skills
11 4 (1.17%) Police
11 4 (1.17%) Presentation Skills
12 3 (0.88%) Games
12 3 (0.88%) Marketing
13 2 (0.59%) Manufacturing
Job Titles
1 82 (24.05%) Developer
2 59 (17.30%) Software Engineer
3 52 (15.25%) Senior
4 41 (12.02%) Data Scientist
5 31 (9.09%) Algorithm Engineer
6 29 (8.50%) Python Developer
7 19 (5.57%) Architect
8 17 (4.99%) Artificial Intelligence Engineer
9 16 (4.69%) C++ Developer
9 16 (4.69%) Java Developer
10 13 (3.81%) Consultant
10 13 (3.81%) Quantitative Developer
10 13 (3.81%) Senior Developer
11 12 (3.52%) C++ Software Engineer
11 12 (3.52%) Lead
12 10 (2.93%) SAP Consultant
13 9 (2.64%) Robotics Engineer
13 9 (2.64%) Senior Software Engineer
14 8 (2.35%) Solutions Architect
15 7 (2.05%) Gen AI Engineer
Libraries, Frameworks & Software Standards
1 39 (11.44%) PyTorch
2 33 (9.68%) TensorFlow
3 30 (8.80%) Pandas
3 30 (8.80%) scikit-learn
4 26 (7.62%) NumPy
5 19 (5.57%) FIX Protocol
6 15 (4.40%) Kafka
7 13 (3.81%) REST
8 12 (3.52%) React
9 11 (3.23%) FastAPI
9 11 (3.23%) Hugging Face
9 11 (3.23%) PySpark
10 10 (2.93%) Seaborn
10 10 (2.93%) Spring
10 10 (2.93%) Spring Boot
11 8 (2.35%) LangChain
11 8 (2.35%) Matplotlib
12 7 (2.05%) .NET
12 7 (2.05%) RESTful
13 6 (1.76%) Django
Miscellaneous
1 60 (17.60%) Data Structures
2 30 (8.80%) Distributed Systems
3 24 (7.04%) Equities
4 18 (5.28%) Robotics
5 17 (4.99%) Derivative
6 16 (4.69%) Foreign Exchange (FX)
7 11 (3.23%) Cloud Native
8 10 (2.93%) PKI
8 10 (2.93%) Product Ownership
9 8 (2.35%) AI Agents
9 8 (2.35%) Data Protection Act
9 8 (2.35%) Fixed Income
10 7 (2.05%) Equity Derivative
11 6 (1.76%) Legacy Systems
12 4 (1.17%) Distributed Denial-of-Service
12 4 (1.17%) FPGA
12 4 (1.17%) Hybrid Cloud
12 4 (1.17%) Smartcard
13 3 (0.88%) IoT
13 3 (0.88%) Verilog
Operating Systems
1 13 (3.81%) Linux
2 2 (0.59%) 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
1 138 (40.47%) Machine Learning
2 93 (27.27%) AI
3 87 (25.51%) Software Engineering
4 76 (22.29%) CI/CD
5 71 (20.82%) Computer Science
6 70 (20.53%) Data Science
7 57 (16.72%) Analytics
7 57 (16.72%) Problem-Solving
8 46 (13.49%) Mathematics
9 42 (12.32%) Data Pipeline
10 41 (12.02%) Containerisation
11 38 (11.14%) LLM
12 35 (10.26%) Agile
12 35 (10.26%) Data Analysis
12 35 (10.26%) Multithreading
13 34 (9.97%) Statistics
14 32 (9.38%) Data Engineering
14 32 (9.38%) Low Latency
15 31 (9.09%) Visualisation
16 28 (8.21%) Workflow
Programming Languages
1 160 (46.92%) Python
2 58 (17.01%) SQL
3 56 (16.42%) Java
4 39 (11.44%) C++
5 30 (8.80%) C#
5 30 (8.80%) MATLAB
6 21 (6.16%) Ada
7 16 (4.69%) TypeScript
8 15 (4.40%) R
9 11 (3.23%) Kotlin
10 9 (2.64%) C
10 9 (2.64%) PowerShell
11 7 (2.05%) JavaScript
11 7 (2.05%) Rust
12 6 (1.76%) Go
13 4 (1.17%) Bash
14 3 (0.88%) SystemVerilog
14 3 (0.88%) Tcl
15 2 (0.59%) Data Analysis Expressions
16 1 (0.29%) SPARQL
Qualifications
1 62 (18.18%) Degree
2 43 (12.61%) Security Cleared
3 22 (6.45%) SC Cleared
4 18 (5.28%) Master's Degree
5 16 (4.69%) BPSS Clearance
5 16 (4.69%) Computer Science Degree
6 10 (2.93%) PhD
7 9 (2.64%) Numerate Degree
8 6 (1.76%) DV Cleared
9 5 (1.47%) CISSP
9 5 (1.47%) DBS Check
10 4 (1.17%) CISM
10 4 (1.17%) GIAC
11 3 (0.88%) Cisco Certification
11 3 (0.88%) HNC
11 3 (0.88%) HND
12 2 (0.59%) CCDP
12 2 (0.59%) CCIE
12 2 (0.59%) CESG Certified Professional
12 2 (0.59%) FFIEC
Quality Assurance & Compliance
1 10 (2.93%) Data Quality
2 9 (2.64%) Accessibility
3 8 (2.35%) QA
4 5 (1.47%) ISO/IEC 27001
4 5 (1.47%) NIST
5 4 (1.17%) Actionable Recommendations
6 3 (0.88%) Disclosure Scotland
6 3 (0.88%) DO-254
6 3 (0.88%) PCI DSS
6 3 (0.88%) SLA
7 2 (0.59%) JSP 440
7 2 (0.59%) NCSC
7 2 (0.59%) RMADS
8 1 (0.29%) GDPR
System Software
1 38 (11.14%) Docker
2 7 (2.05%) Firmware
3 1 (0.29%) Active Directory
3 1 (0.29%) Oracle RAC
3 1 (0.29%) Squid
Systems Management
1 22 (6.45%) Kubernetes
2 10 (2.93%) Grafana
3 8 (2.35%) Terraform
4 3 (0.88%) Ansible
4 3 (0.88%) Kubeflow
4 3 (0.88%) Single Sign-On
5 2 (0.59%) 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 (6.16%) Databricks
2 13 (3.81%) IBM
2 13 (3.81%) Microsoft
3 11 (3.23%) SAP
4 10 (2.93%) MathWorks
5 9 (2.64%) Google
6 7 (2.05%) Solace
7 6 (1.76%) Thales
8 5 (1.47%) F5
8 5 (1.47%) IFS
8 5 (1.47%) Oracle
9 4 (1.17%) AppDynamics
9 4 (1.17%) Bloomberg
9 4 (1.17%) Charles River
9 4 (1.17%) ION Trading
9 4 (1.17%) OpenAI
9 4 (1.17%) Splunk
10 3 (0.88%) Altera
10 3 (0.88%) Microsemi
10 3 (0.88%) Xilinx