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

6 months to
14 Oct 2026
Same period 2025 Same period 2024
Rank 427 250 255
Rank change year-on-year -177 +5 +49
Contract jobs citing Algorithms 277 350 339
As % of all contract jobs in the UK 0.50% 1.05% 0.90%
As % of the Miscellaneous category 1.44% 2.93% 2.96%
Number of daily rates quoted 165 226 216
10th Percentile £300 £379 £375
25th Percentile £450 £444 £463
Median daily rate (50th Percentile) £650 £550 £600
Median % change year-on-year +18.18% -8.33% -4.00%
75th Percentile £738 £703 £728
90th Percentile £833 £875 £863
UK excluding London median daily rate £369 £514 £500
% change year-on-year -28.18% +2.80% -9.09%
Number of hourly rates quoted 25 24 15
10th Percentile £58.71 £22.29 £25.60
25th Percentile £65.00 £30.94 £37.00
Median hourly rate £70.00 £67.00 £50.00
Median % change year-on-year +4.48% +34.00% +11.11%
75th Percentile £75.00 £75.00 £59.38
90th Percentile £87.25 £82.63 £75.00
UK excluding London median hourly rate £67.50 £67.00 £48.75
% change year-on-year +0.75% +37.44% +5.41%

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 19,207 11,950 11,468
As % of all contract IT jobs advertised in the UK 34.75% 36.02% 30.60%
Number of daily rates quoted 11,472 7,334 6,832
10th Percentile £322 £293 £280
25th Percentile £425 £408 £413
Median daily rate (50th Percentile) £525 £519 £529
Median % change year-on-year +1.25% -1.94% -3.86%
75th Percentile £638 £638 £668
90th Percentile £750 £750 £800
UK excluding London median daily rate £500 £475 £494
% change year-on-year +5.26% -3.75% -1.30%
Number of hourly rates quoted 1,350 623 401
10th Percentile £13.94 £14.33 £16.25
25th Percentile £17.57 £18.50 £23.30
Median hourly rate £35.91 £27.50 £46.18
Median % change year-on-year +30.58% -40.45% +2.62%
75th Percentile £67.50 £51.25 £70.00
90th Percentile £83.06 £72.50 £75.16
UK excluding London median hourly rate £35.00 £26.75 £52.50
% change year-on-year +30.84% -49.05% +2.46%

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 14 October 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 14 October 2026.

Hourly rate histogram for Algorithms in the UK

Algorithms
Top 14 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 14 October 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 -142 257 £650 +18.18% 984
London -93 173 £696 +20.56% 687
UK excluding London -162 89 £369 -28.18% 358
Work from Home -65 75 £675 +24.28% 364
South East -74 22 £465 -7.00% 79
East of England -46 21 £413 -18.32% 78
South West -21 18 - - 41
North of England -79 15 £378 -35.59% 61
North West -41 11 £398 -0.19% 41
Scotland -38 8 £443 -1.50% 55
Midlands -64 6 £180 -65.35% 33
East Midlands -15 4 £180 -63.41% 12
Yorkshire -49 4 £270 -54.98% 14
West Midlands -61 2 £217 -59.63% 21

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 17 (6.14%) Apache Spark
2 10 (3.61%) Apache
3 8 (2.89%) Confluence
4 6 (2.17%) Apache Airflow
5 5 (1.81%) CMS
6 4 (1.44%) Jupyter
7 1 (0.36%) IIS
7 1 (0.36%) SAS
Applications
1 9 (3.25%) Simulink
2 6 (2.17%) CPLEX
3 3 (1.08%) Spreadsheet
4 2 (0.72%) Microsoft Excel
5 1 (0.36%) Adobe Premiere
Business Applications
1 4 (1.44%) ProductWriter
2 3 (1.08%) SAP IBP
3 2 (0.72%) IBM Operational Decision Manager
4 1 (0.36%) SAP ERP
Cloud Services
1 45 (16.25%) Azure
1 45 (16.25%) GCP
2 43 (15.52%) AWS
3 18 (6.50%) GitHub
4 9 (3.25%) Cloud Computing
5 8 (2.89%) Amazon S3
5 8 (2.89%) OpenShift
6 7 (2.53%) AWS Lambda
6 7 (2.53%) Serverless
7 6 (2.17%) Azure DevOps
8 5 (1.81%) Amazon EKS
9 4 (1.44%) Amazon MSK
9 4 (1.44%) Anthropic Claude
9 4 (1.44%) AWS Direct Connect
9 4 (1.44%) Cloudflare
9 4 (1.44%) GitHub Actions
9 4 (1.44%) Google Gemini
9 4 (1.44%) Kong
9 4 (1.44%) Power Platform
9 4 (1.44%) SaaS
Communications & Networking
1 11 (3.97%) HTTP
2 5 (1.81%) Firewall
3 4 (1.44%) DNS
3 4 (1.44%) H.323
3 4 (1.44%) WebEx
4 3 (1.08%) Multicast
5 2 (0.72%) VPN
5 2 (0.72%) X.509
6 1 (0.36%) Broadband
6 1 (0.36%) DMZ
6 1 (0.36%) Ethernet
6 1 (0.36%) HTTPS
6 1 (0.36%) NetScaler
6 1 (0.36%) Radio Access Network
6 1 (0.36%) Reverse Proxy
6 1 (0.36%) S/MIME
6 1 (0.36%) SAN
6 1 (0.36%) SSL
Database & Business Intelligence
1 22 (7.94%) NoSQL
2 17 (6.14%) MongoDB
2 17 (6.14%) PostgreSQL
3 13 (4.69%) Relational Database
4 12 (4.33%) SQL Server
5 11 (3.97%) Big Data
6 8 (2.89%) Hadoop
6 8 (2.89%) Metadata
7 5 (1.81%) BigQuery
7 5 (1.81%) RDBMS
8 4 (1.44%) Data Mining
8 4 (1.44%) DuckDB
8 4 (1.44%) KDB
8 4 (1.44%) Parquet
8 4 (1.44%) Power BI
9 3 (1.08%) Delta Lake
9 3 (1.08%) Kdb+
9 3 (1.08%) MySQL
9 3 (1.08%) Neo4j
10 2 (0.72%) Spark SQL
Development Applications
1 37 (13.36%) Git
2 18 (6.50%) GitLab
3 13 (4.69%) Jenkins
4 7 (2.53%) Claude Code
5 4 (1.44%) Bitbucket
5 4 (1.44%) JIRA
6 2 (0.72%) Gradle
6 2 (0.72%) Maven
6 2 (0.72%) MLflow
6 2 (0.72%) QUnit
7 1 (0.36%) Cucumber
7 1 (0.36%) JMeter
7 1 (0.36%) Postman
7 1 (0.36%) SonarQube
7 1 (0.36%) TeamCity
7 1 (0.36%) Visual Studio Code
General
1 65 (23.47%) Finance
2 60 (21.66%) Social Skills
3 48 (17.33%) Analytical Skills
4 35 (12.64%) Banking
5 15 (5.42%) Public Sector
6 13 (4.69%) Investment Banking
7 12 (4.33%) Front Office
8 11 (3.97%) Aerospace
9 9 (3.25%) Telecoms
10 7 (2.53%) Manufacturing
11 6 (2.17%) Automotive
12 5 (1.81%) Inclusion and Diversity
13 4 (1.44%) Financial Institution
13 4 (1.44%) Law
14 3 (1.08%) Documentation Skills
14 3 (1.08%) Electronics
14 3 (1.08%) Marketing
14 3 (1.08%) Military
14 3 (1.08%) Presentation Skills
14 3 (1.08%) Publishing
Job Titles
1 55 (19.86%) Developer
2 49 (17.69%) Senior
3 29 (10.47%) Data Scientist
4 20 (7.22%) Data Engineer
5 19 (6.86%) Software Engineer
6 17 (6.14%) Machine Learning Engineer
7 15 (5.42%) Architect
8 14 (5.05%) Lead
9 13 (4.69%) Artificial Intelligence Engineer
10 12 (4.33%) Java Developer
10 12 (4.33%) Senior Data Engineer
10 12 (4.33%) Senior Developer
11 11 (3.97%) C++ Software Engineer
11 11 (3.97%) Python Developer
12 10 (3.61%) Systems Engineer
13 9 (3.25%) Engineering Manager
13 9 (3.25%) Software Engineering Manager
13 9 (3.25%) Software Manager
14 8 (2.89%) Algorithm Engineer
14 8 (2.89%) Python Engineer
Libraries, Frameworks & Software Standards
1 25 (9.03%) Kafka
2 21 (7.58%) React
3 18 (6.50%) Pandas
4 17 (6.14%) JSON
5 16 (5.78%) PySpark
6 15 (5.42%) PyTorch
7 14 (5.05%) NumPy
8 12 (4.33%) RESTful
8 12 (4.33%) TensorFlow
9 11 (3.97%) AngularJS
9 11 (3.97%) XGBoost
10 10 (3.61%) WebSockets
11 9 (3.25%) FIX Protocol
11 9 (3.25%) LangChain
11 9 (3.25%) Redux
11 9 (3.25%) REST
11 9 (3.25%) scikit-learn
12 8 (2.89%) FastAPI
12 8 (2.89%) Hugging Face
12 8 (2.89%) Vue
Miscellaneous
1 78 (28.16%) Data Structures
2 43 (15.52%) Distributed Systems
3 17 (6.14%) Cloud Native
4 15 (5.42%) Derivative
5 14 (5.05%) AI Agents
6 13 (4.69%) Foreign Exchange (FX)
7 10 (3.61%) Product Ownership
8 8 (2.89%) Onboarding
8 8 (2.89%) Robotics
9 6 (2.17%) Credit Risk
9 6 (2.17%) Enterprise Software
9 6 (2.17%) Fixed Income
9 6 (2.17%) IoT
10 4 (1.44%) Clustering
10 4 (1.44%) Distributed Architecture
10 4 (1.44%) Embedded Systems
10 4 (1.44%) Exotic Derivative
10 4 (1.44%) OTC Derivatives
10 4 (1.44%) Reference Data
10 4 (1.44%) Video Conferencing
Operating Systems
1 11 (3.97%) Linux
2 6 (2.17%) Unix
3 3 (1.08%) Windows
4 2 (0.72%) Windows Server
5 1 (0.36%) Android
5 1 (0.36%) Robot Operating System
Processes & Methodologies
1 104 (37.55%) Machine Learning
2 100 (36.10%) AI
3 66 (23.83%) Software Engineering
4 65 (23.47%) Computer Science
5 62 (22.38%) CI/CD
5 62 (22.38%) Problem-Solving
6 60 (21.66%) Data Science
7 50 (18.05%) Data Pipeline
8 46 (16.61%) Analytics
9 42 (15.16%) Validation
10 40 (14.44%) Agile
11 38 (13.72%) Mathematics
12 32 (11.55%) Low Latency
13 29 (10.47%) DevOps
13 29 (10.47%) Observability
14 27 (9.75%) Continuous Improvement
15 25 (9.03%) Containerisation
15 25 (9.03%) Performance Optimisation
16 24 (8.66%) Deep Learning
16 24 (8.66%) LLM
Programming Languages
1 120 (43.32%) Python
2 72 (25.99%) Java
3 65 (23.47%) SQL
4 40 (14.44%) C++
5 31 (11.19%) JavaScript
6 27 (9.75%) C#
7 19 (6.86%) TypeScript
8 14 (5.05%) PowerShell
9 13 (4.69%) MATLAB
10 12 (4.33%) Rust
11 8 (2.89%) R
12 7 (2.53%) C
13 6 (2.17%) Shell Script
14 5 (1.81%) Scala
15 3 (1.08%) Embedded C++
15 3 (1.08%) Go
15 3 (1.08%) SPARQL
16 2 (0.72%) Kotlin
17 1 (0.36%) Bash
17 1 (0.36%) SystemVerilog
Qualifications
1 65 (23.47%) Degree
2 44 (15.88%) Security Cleared
3 31 (11.19%) SC Cleared
4 21 (7.58%) Computer Science Degree
5 20 (7.22%) Master's Degree
6 14 (5.05%) PhD
7 12 (4.33%) DBS Check
8 9 (3.25%) BPSS Clearance
9 6 (2.17%) DV Cleared
10 4 (1.44%) CCNP
10 4 (1.44%) CCNP Voice
10 4 (1.44%) Cisco Certification
11 3 (1.08%) CISM
11 3 (1.08%) CISSP
12 2 (0.72%) Numerate Degree
13 1 (0.36%) AWS Certification
13 1 (0.36%) AWS Certified Solutions Architect
13 1 (0.36%) Azure Certification
13 1 (0.36%) HNC
13 1 (0.36%) HND
Quality Assurance & Compliance
1 24 (8.66%) Data Quality
2 6 (2.17%) NIST
3 5 (1.81%) Accessibility
3 5 (1.81%) Basel III
3 5 (1.81%) QA
4 4 (1.44%) GDPR
5 3 (1.08%) Automotive SPICE
5 3 (1.08%) ISO/IEC 27001
6 2 (0.72%) HIPAA
6 2 (0.72%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (0.72%) MISRA
6 2 (0.72%) PCI DSS
6 2 (0.72%) SOC 2
7 1 (0.36%) Actionable Recommendations
7 1 (0.36%) Disclosure Scotland
7 1 (0.36%) DO-254
7 1 (0.36%) ISO 13485
7 1 (0.36%) ISO 9001
7 1 (0.36%) JSP 440
7 1 (0.36%) NCSC
System Software
1 27 (9.75%) Docker
2 4 (1.44%) VMware Infrastructure
3 3 (1.08%) Active Directory
4 2 (0.72%) Apache ZooKeeper
5 1 (0.36%) Firmware
Systems Management
1 31 (11.19%) Kubernetes
2 13 (4.69%) Ansible
3 4 (1.44%) Argo
3 4 (1.44%) Cisco CUCM
3 4 (1.44%) Kubeflow
4 3 (1.08%) Functional Safety
4 3 (1.08%) Podman
5 2 (0.72%) Grafana
6 1 (0.36%) Istio
6 1 (0.36%) Kibana
6 1 (0.36%) logstash
6 1 (0.36%) Prometheus
Vendors
1 18 (6.50%) Microsoft
2 13 (4.69%) Databricks
3 8 (2.89%) Google
4 7 (2.53%) OpenAI
5 5 (1.81%) Dynatrace
5 5 (1.81%) Solace
5 5 (1.81%) Splunk
6 4 (1.44%) Cisco
6 4 (1.44%) ForgeRock
6 4 (1.44%) IFS
6 4 (1.44%) SAP
6 4 (1.44%) VMware
7 3 (1.08%) Bloomberg
7 3 (1.08%) FactSet
7 3 (1.08%) IBM
7 3 (1.08%) Oracle
7 3 (1.08%) Reuters
7 3 (1.08%) Salesforce
8 2 (0.72%) Duck Creek
8 2 (0.72%) Guidewire