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

6 months to
23 Sep 2026
Same period 2025 Same period 2024
Rank 399 263 260
Rank change year-on-year -136 -3 +55
Contract jobs citing Algorithms 299 329 339
As % of all contract jobs in the UK 0.55% 1.01% 0.90%
As % of the Miscellaneous category 1.60% 2.82% 2.95%
Number of daily rates quoted 174 213 227
10th Percentile £230 £382 £375
25th Percentile £418 £456 £463
Median daily rate (50th Percentile) £600 £550 £600
Median % change year-on-year +9.09% -8.33% -4.00%
75th Percentile £706 £698 £725
90th Percentile £844 £850 £858
UK excluding London median daily rate £391 £525 £495
% change year-on-year -25.62% +6.06% -5.71%
Number of hourly rates quoted 34 23 16
10th Percentile £64.13 £22.21 £25.60
25th Percentile £65.00 £61.25 £31.13
Median hourly rate £70.00 £67.00 £48.75
Median % change year-on-year +4.48% +37.44% +39.29%
75th Percentile £75.00 £75.00 £55.00
90th Percentile £88.75 £83.00 £75.00
UK excluding London median hourly rate £70.00 £69.50 £48.75
% change year-on-year +0.72% +42.56% +39.29%

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 18,677 11,681 11,486
As % of all contract IT jobs advertised in the UK 34.05% 35.73% 30.48%
Number of daily rates quoted 11,192 7,140 7,001
10th Percentile £322 £294 £294
25th Percentile £425 £406 £413
Median daily rate (50th Percentile) £525 £515 £538
Median % change year-on-year +1.92% -4.26% -2.18%
75th Percentile £638 £638 £675
90th Percentile £750 £750 £806
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 1,219 589 449
10th Percentile £14.00 £15.00 £15.16
25th Percentile £17.99 £18.87 £22.40
Median hourly rate £37.50 £29.33 £50.00
Median % change year-on-year +27.86% -41.34% +12.36%
75th Percentile £67.84 £52.50 £70.00
90th Percentile £82.27 £72.50 £75.00
UK excluding London median hourly rate £38.53 £30.00 £57.35
% change year-on-year +28.42% -47.69% +14.70%

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 23 September 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 23 September 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 23 September 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 -97 274 £600 +9.09% 1,342
London -71 170 £675 +17.39% 769
UK excluding London -132 111 £391 -25.62% 651
Work from Home -60 80 £650 +30.00% 460
South East -62 31 £465 -7.00% 169
East of England -45 23 £200 -61.90% 130
South West -20 22 - - 99
North of England -80 17 £415 -29.21% 98
North West -41 12 £415 -12.63% 59
Scotland -30 11 £556 +8.39% 61
Midlands -61 7 £196 -62.22% 71
Yorkshire -55 5 £215 -64.12% 25
East Midlands -17 4 £180 -63.41% 28
West Midlands -54 3 £306 -43.02% 43

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 9 (3.01%) Apache Spark
2 8 (2.68%) Confluence
3 7 (2.34%) Apache Airflow
4 5 (1.67%) Apache
4 5 (1.67%) CMS
5 4 (1.34%) Jupyter
6 1 (0.33%) IIS
6 1 (0.33%) SAS
Applications
1 8 (2.68%) Simulink
2 7 (2.34%) CPLEX
3 3 (1.00%) Spreadsheet
4 2 (0.67%) Microsoft Excel
5 1 (0.33%) Adobe Premiere
5 1 (0.33%) Chatbot
Business Applications
1 10 (3.34%) SAP IBP
2 5 (1.67%) ProductWriter
3 2 (0.67%) IBM Operational Decision Manager
4 1 (0.33%) SAP APO
4 1 (0.33%) SAP ERP
Cloud Services
1 47 (15.72%) Azure
2 43 (14.38%) GCP
3 38 (12.71%) AWS
4 18 (6.02%) GitHub
5 9 (3.01%) Cloud Computing
6 7 (2.34%) AWS Lambda
6 7 (2.34%) Serverless
7 6 (2.01%) Amazon EKS
7 6 (2.01%) Azure DevOps
8 5 (1.67%) Google Gemini
8 5 (1.67%) Power Platform
9 4 (1.34%) Amazon MSK
9 4 (1.34%) Amazon S3
9 4 (1.34%) Anthropic Claude
9 4 (1.34%) AWS Direct Connect
9 4 (1.34%) Azure Key Vault
9 4 (1.34%) Cloudflare
9 4 (1.34%) GitHub Actions
9 4 (1.34%) Kong
9 4 (1.34%) OpenShift
Communications & Networking
1 15 (5.02%) HTTP
2 7 (2.34%) Firewall
3 6 (2.01%) DNS
4 5 (1.67%) Multicast
5 4 (1.34%) H.323
5 4 (1.34%) SSL
5 4 (1.34%) WebEx
6 3 (1.00%) HTTPS
7 2 (0.67%) BIG-IP
7 2 (0.67%) F5 BIG-IP LTM
7 2 (0.67%) Network Security
7 2 (0.67%) TCP/IP
7 2 (0.67%) VPN
7 2 (0.67%) X.509
8 1 (0.33%) Broadband
8 1 (0.33%) Ethernet
8 1 (0.33%) NetScaler
8 1 (0.33%) Radio Access Network
8 1 (0.33%) Reverse Proxy
8 1 (0.33%) S/MIME
Database & Business Intelligence
1 20 (6.69%) NoSQL
2 17 (5.69%) MongoDB
3 16 (5.35%) PostgreSQL
4 12 (4.01%) Relational Database
4 12 (4.01%) SQL Server
5 8 (2.68%) KDB
6 5 (1.67%) Big Data
6 5 (1.67%) BigQuery
6 5 (1.67%) Power BI
6 5 (1.67%) RDBMS
7 4 (1.34%) Data Mining
7 4 (1.34%) DuckDB
7 4 (1.34%) Kdb+
8 3 (1.00%) MySQL
8 3 (1.00%) Neo4j
8 3 (1.00%) Spark SQL
9 2 (0.67%) Amazon Redshift
9 2 (0.67%) Data Lake
9 2 (0.67%) Redis
9 2 (0.67%) Tableau
Development Applications
1 35 (11.71%) Git
2 17 (5.69%) GitLab
3 12 (4.01%) Jenkins
4 7 (2.34%) Claude Code
5 4 (1.34%) Bitbucket
6 3 (1.00%) JIRA
6 3 (1.00%) MLflow
7 2 (0.67%) QUnit
8 1 (0.33%) Cucumber
8 1 (0.33%) Gradle
8 1 (0.33%) JMeter
8 1 (0.33%) Maven
8 1 (0.33%) Postman
8 1 (0.33%) SonarQube
8 1 (0.33%) TeamCity
8 1 (0.33%) Visual Studio Code
General
1 67 (22.41%) Finance
2 56 (18.73%) Social Skills
3 51 (17.06%) Analytical Skills
4 38 (12.71%) Banking
5 15 (5.02%) Investment Banking
5 15 (5.02%) Public Sector
6 13 (4.35%) Front Office
7 10 (3.34%) Aerospace
8 9 (3.01%) Telecoms
9 8 (2.68%) Manufacturing
10 6 (2.01%) Automotive
11 5 (1.67%) Inclusion and Diversity
12 4 (1.34%) Financial Institution
12 4 (1.34%) Law
12 4 (1.34%) Publishing
13 3 (1.00%) Electronics
13 3 (1.00%) Military
13 3 (1.00%) Presentation Skills
14 2 (0.67%) Advertising
14 2 (0.67%) Documentation Skills
Job Titles
1 68 (22.74%) Developer
2 48 (16.05%) Senior
3 31 (10.37%) Data Scientist
4 28 (9.36%) Software Engineer
5 16 (5.35%) Architect
5 16 (5.35%) Java Developer
5 16 (5.35%) Lead
6 15 (5.02%) Data Engineer
7 14 (4.68%) Python Developer
8 13 (4.35%) Algorithm Engineer
8 13 (4.35%) Consultant
8 13 (4.35%) Senior Developer
9 12 (4.01%) C++ Software Engineer
10 11 (3.68%) Artificial Intelligence Engineer
11 10 (3.34%) SAP Consultant
12 9 (3.01%) Engineering Manager
12 9 (3.01%) Quantitative Developer
12 9 (3.01%) Software Engineering Manager
12 9 (3.01%) Software Manager
12 9 (3.01%) Systems Engineer
Libraries, Frameworks & Software Standards
1 26 (8.70%) Kafka
2 23 (7.69%) React
3 19 (6.35%) Pandas
4 18 (6.02%) JSON
5 15 (5.02%) NumPy
6 14 (4.68%) FIX Protocol
7 13 (4.35%) PySpark
7 13 (4.35%) PyTorch
8 11 (3.68%) RESTful
8 11 (3.68%) WebSockets
9 10 (3.34%) AngularJS
10 9 (3.01%) FastAPI
10 9 (3.01%) LangChain
10 9 (3.01%) Redux
10 9 (3.01%) XGBoost
11 8 (2.68%) Hugging Face
11 8 (2.68%) RabbitMQ
11 8 (2.68%) scikit-learn
11 8 (2.68%) Vue
12 7 (2.34%) Backbone.js
Miscellaneous
1 79 (26.42%) Data Structures
2 51 (17.06%) Distributed Systems
3 18 (6.02%) AI Agents
3 18 (6.02%) Foreign Exchange (FX)
4 17 (5.69%) Cloud Native
5 15 (5.02%) Derivative
6 11 (3.68%) Product Ownership
6 11 (3.68%) Robotics
7 7 (2.34%) Equities
8 6 (2.01%) Credit Risk
8 6 (2.01%) Enterprise Software
8 6 (2.01%) Fixed Income
8 6 (2.01%) IoT
8 6 (2.01%) Onboarding
9 4 (1.34%) Clustering
9 4 (1.34%) Distributed Architecture
9 4 (1.34%) Embedded Systems
9 4 (1.34%) OTC Derivatives
9 4 (1.34%) PKI
9 4 (1.34%) Video Conferencing
Operating Systems
1 8 (2.68%) Linux
2 6 (2.01%) Unix
3 3 (1.00%) Windows
4 2 (0.67%) Windows Server
5 1 (0.33%) Android
5 1 (0.33%) Robot Operating System
Processes & Methodologies
1 98 (32.78%) AI
2 96 (32.11%) Machine Learning
3 79 (26.42%) Software Engineering
4 70 (23.41%) Computer Science
5 58 (19.40%) CI/CD
5 58 (19.40%) Problem-Solving
6 55 (18.39%) Data Science
7 50 (16.72%) Analytics
8 41 (13.71%) Mathematics
9 38 (12.71%) Agile
9 38 (12.71%) Validation
10 35 (11.71%) Low Latency
11 30 (10.03%) Multithreading
12 29 (9.70%) Data Pipeline
12 29 (9.70%) Observability
13 28 (9.36%) Containerisation
14 26 (8.70%) Data Analysis
14 26 (8.70%) LLM
15 25 (8.36%) DevOps
15 25 (8.36%) Microservices
Programming Languages
1 127 (42.47%) Python
2 78 (26.09%) Java
3 59 (19.73%) SQL
4 43 (14.38%) C++
5 34 (11.37%) C#
6 30 (10.03%) JavaScript
7 23 (7.69%) TypeScript
8 18 (6.02%) PowerShell
9 15 (5.02%) MATLAB
10 14 (4.68%) Rust
11 10 (3.34%) R
12 9 (3.01%) C
13 6 (2.01%) Shell Script
14 5 (1.67%) Scala
15 4 (1.34%) Ada
16 3 (1.00%) Embedded C++
16 3 (1.00%) Go
16 3 (1.00%) Kotlin
16 3 (1.00%) SPARQL
17 1 (0.33%) SystemVerilog
Qualifications
1 61 (20.40%) Degree
2 43 (14.38%) Security Cleared
3 32 (10.70%) SC Cleared
4 21 (7.02%) Computer Science Degree
5 20 (6.69%) Master's Degree
6 15 (5.02%) PhD
7 12 (4.01%) BPSS Clearance
8 9 (3.01%) DBS Check
9 5 (1.67%) Cisco Certification
10 4 (1.34%) CCNP
10 4 (1.34%) CCNP Voice
10 4 (1.34%) CISSP
11 3 (1.00%) CISM
12 2 (0.67%) DV Cleared
12 2 (0.67%) Numerate Degree
13 1 (0.33%) (ISC)2 CCSP
13 1 (0.33%) AWS Certification
13 1 (0.33%) AWS Certified Solutions Architect
13 1 (0.33%) Azure Certification
13 1 (0.33%) CEH
Quality Assurance & Compliance
1 21 (7.02%) Data Quality
2 7 (2.34%) NIST
3 6 (2.01%) Accessibility
4 5 (1.67%) Basel III
4 5 (1.67%) QA
5 4 (1.34%) GDPR
5 4 (1.34%) ISO/IEC 27001
6 3 (1.00%) Automotive SPICE
6 3 (1.00%) PCI DSS
7 2 (0.67%) Disclosure Scotland
7 2 (0.67%) HIPAA
7 2 (0.67%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 2 (0.67%) MISRA
7 2 (0.67%) SOC 2
8 1 (0.33%) Actionable Recommendations
8 1 (0.33%) DO-254
8 1 (0.33%) JSP 440
8 1 (0.33%) NCSC
System Software
1 23 (7.69%) Docker
2 4 (1.34%) VMware Infrastructure
3 3 (1.00%) Active Directory
4 2 (0.67%) Apache ZooKeeper
5 1 (0.33%) Firmware
Systems Management
1 25 (8.36%) Kubernetes
2 9 (3.01%) Ansible
3 4 (1.34%) Argo
3 4 (1.34%) Cisco CUCM
3 4 (1.34%) Kubeflow
4 3 (1.00%) Functional Safety
4 3 (1.00%) Grafana
5 2 (0.67%) Istio
6 1 (0.33%) Kibana
6 1 (0.33%) logstash
6 1 (0.33%) Prometheus
Vendors
1 18 (6.02%) Microsoft
2 13 (4.35%) Databricks
3 11 (3.68%) SAP
4 8 (2.68%) Google
5 7 (2.34%) OpenAI
6 6 (2.01%) Solace
7 5 (1.67%) Dynatrace
7 5 (1.67%) IBM
7 5 (1.67%) Splunk
8 4 (1.34%) Cisco
8 4 (1.34%) ForgeRock
8 4 (1.34%) IFS
8 4 (1.34%) VMware
9 3 (1.00%) MathWorks
9 3 (1.00%) Oracle
9 3 (1.00%) Salesforce
10 2 (0.67%) Duck Creek
10 2 (0.67%) F5
10 2 (0.67%) Guidewire
11 1 (0.33%) Microsemi