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

6 months to
11 Oct 2026
Same period 2025 Same period 2024
Rank 428 250 266
Rank change year-on-year -178 +16 +42
Contract jobs citing Algorithms 275 349 344
As % of all contract jobs in the UK 0.50% 1.05% 0.91%
As % of the Miscellaneous category 1.45% 2.93% 2.96%
Number of daily rates quoted 163 225 219
10th Percentile £302 £379 £375
25th Percentile £452 £443 £463
Median daily rate (50th Percentile) £650 £550 £600
Median % change year-on-year +18.18% -8.33% -4.38%
75th Percentile £738 £703 £725
90th Percentile £835 £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% +42.86%
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% +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 18,901 11,921 11,619
As % of all contract IT jobs advertised in the UK 34.64% 36.00% 30.67%
Number of daily rates quoted 11,274 7,314 6,944
10th Percentile £324 £297 £278
25th Percentile £425 £408 £412
Median daily rate (50th Percentile) £525 £519 £527
Median % change year-on-year +1.25% -1.57% -4.23%
75th Percentile £638 £638 £668
90th Percentile £750 £750 £800
UK excluding London median daily rate £500 £475 £495
% change year-on-year +5.26% -4.04% -1.00%
Number of hourly rates quoted 1,320 622 412
10th Percentile £13.92 £14.43 £15.92
25th Percentile £17.50 £18.50 £23.10
Median hourly rate £35.91 £27.50 £47.50
Median % change year-on-year +30.58% -42.11% +5.56%
75th Percentile £67.50 £51.25 £70.00
90th Percentile £83.00 £72.40 £75.16
UK excluding London median hourly rate £34.50 £27.00 £53.50
% change year-on-year +27.76% -49.53% +7.00%

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 11 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 11 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 11 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 -136 255 £650 +18.18% 1,430
London -78 171 £696 +20.56% 858
UK excluding London -152 89 £369 -28.18% 618
Work from Home -62 74 £650 +19.68% 503
South East -77 22 £465 -7.00% 155
East of England -45 21 £413 -18.32% 140
South West -15 18 - - 63
North of England -82 15 £378 -35.59% 88
North West -40 11 £398 -0.19% 54
Scotland -39 8 £443 -1.50% 81
Midlands -57 6 £180 -65.35% 67
East Midlands -7 4 £180 -63.41% 27
Yorkshire -44 4 £270 -54.98% 26
West Midlands -64 2 £217 -59.63% 40

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 (6.18%) Apache Spark
2 10 (3.64%) Apache
3 8 (2.91%) Confluence
4 6 (2.18%) Apache Airflow
5 5 (1.82%) CMS
6 4 (1.45%) Jupyter
7 1 (0.36%) IIS
7 1 (0.36%) SAS
Applications
1 9 (3.27%) Simulink
2 6 (2.18%) CPLEX
3 3 (1.09%) Spreadsheet
4 2 (0.73%) Microsoft Excel
5 1 (0.36%) Adobe Premiere
Business Applications
1 4 (1.45%) ProductWriter
2 3 (1.09%) SAP IBP
3 2 (0.73%) IBM Operational Decision Manager
4 1 (0.36%) SAP ERP
Cloud Services
1 45 (16.36%) Azure
2 44 (16.00%) GCP
3 42 (15.27%) AWS
4 18 (6.55%) GitHub
5 9 (3.27%) Cloud Computing
6 8 (2.91%) Amazon S3
6 8 (2.91%) OpenShift
7 7 (2.55%) AWS Lambda
7 7 (2.55%) Serverless
8 6 (2.18%) Azure DevOps
9 5 (1.82%) Amazon EKS
10 4 (1.45%) Amazon MSK
10 4 (1.45%) Anthropic Claude
10 4 (1.45%) AWS Direct Connect
10 4 (1.45%) Cloudflare
10 4 (1.45%) GitHub Actions
10 4 (1.45%) Google Gemini
10 4 (1.45%) Kong
10 4 (1.45%) Power Platform
10 4 (1.45%) SaaS
Communications & Networking
1 11 (4.00%) HTTP
2 5 (1.82%) Firewall
3 4 (1.45%) DNS
3 4 (1.45%) H.323
3 4 (1.45%) WebEx
4 3 (1.09%) Multicast
5 2 (0.73%) VPN
5 2 (0.73%) 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 (8.00%) NoSQL
2 17 (6.18%) MongoDB
2 17 (6.18%) PostgreSQL
3 13 (4.73%) Relational Database
4 12 (4.36%) SQL Server
5 11 (4.00%) Big Data
6 8 (2.91%) Hadoop
6 8 (2.91%) Metadata
7 5 (1.82%) BigQuery
7 5 (1.82%) RDBMS
8 4 (1.45%) Data Mining
8 4 (1.45%) DuckDB
8 4 (1.45%) KDB
8 4 (1.45%) Parquet
8 4 (1.45%) Power BI
9 3 (1.09%) Delta Lake
9 3 (1.09%) Kdb+
9 3 (1.09%) MySQL
9 3 (1.09%) Neo4j
10 2 (0.73%) Tableau
Development Applications
1 37 (13.45%) Git
2 18 (6.55%) GitLab
3 13 (4.73%) Jenkins
4 7 (2.55%) Claude Code
5 4 (1.45%) Bitbucket
5 4 (1.45%) JIRA
6 2 (0.73%) Gradle
6 2 (0.73%) Maven
6 2 (0.73%) MLflow
6 2 (0.73%) 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 64 (23.27%) Finance
2 59 (21.45%) Social Skills
3 48 (17.45%) Analytical Skills
4 35 (12.73%) Banking
5 15 (5.45%) Public Sector
6 13 (4.73%) Investment Banking
7 11 (4.00%) Aerospace
7 11 (4.00%) Front Office
8 9 (3.27%) Telecoms
9 7 (2.55%) Manufacturing
10 6 (2.18%) Automotive
11 5 (1.82%) Inclusion and Diversity
12 4 (1.45%) Financial Institution
12 4 (1.45%) Law
13 3 (1.09%) Documentation Skills
13 3 (1.09%) Electronics
13 3 (1.09%) Marketing
13 3 (1.09%) Military
13 3 (1.09%) Presentation Skills
13 3 (1.09%) Publishing
Job Titles
1 55 (20.00%) Developer
2 49 (17.82%) Senior
3 29 (10.55%) Data Scientist
4 20 (7.27%) Data Engineer
5 18 (6.55%) Software Engineer
6 17 (6.18%) Machine Learning Engineer
7 15 (5.45%) Architect
8 14 (5.09%) Lead
9 13 (4.73%) Artificial Intelligence Engineer
10 12 (4.36%) Java Developer
10 12 (4.36%) Senior Data Engineer
10 12 (4.36%) Senior Developer
11 11 (4.00%) Python Developer
12 10 (3.64%) C++ Software Engineer
12 10 (3.64%) Systems Engineer
13 9 (3.27%) Engineering Manager
13 9 (3.27%) Software Engineering Manager
13 9 (3.27%) Software Manager
14 8 (2.91%) Algorithm Engineer
14 8 (2.91%) Python Engineer
Libraries, Frameworks & Software Standards
1 25 (9.09%) Kafka
2 21 (7.64%) React
3 18 (6.55%) Pandas
4 17 (6.18%) JSON
5 16 (5.82%) PySpark
6 15 (5.45%) PyTorch
7 14 (5.09%) NumPy
8 12 (4.36%) RESTful
8 12 (4.36%) TensorFlow
9 11 (4.00%) AngularJS
9 11 (4.00%) XGBoost
10 10 (3.64%) WebSockets
11 9 (3.27%) FIX Protocol
11 9 (3.27%) LangChain
11 9 (3.27%) Redux
11 9 (3.27%) REST
11 9 (3.27%) scikit-learn
12 8 (2.91%) FastAPI
12 8 (2.91%) Hugging Face
12 8 (2.91%) Vue
Miscellaneous
1 77 (28.00%) Data Structures
2 43 (15.64%) Distributed Systems
3 17 (6.18%) Cloud Native
4 15 (5.45%) Derivative
5 14 (5.09%) AI Agents
6 13 (4.73%) Foreign Exchange (FX)
7 10 (3.64%) Product Ownership
8 8 (2.91%) Onboarding
8 8 (2.91%) Robotics
9 6 (2.18%) Credit Risk
9 6 (2.18%) Enterprise Software
9 6 (2.18%) Fixed Income
9 6 (2.18%) IoT
10 4 (1.45%) Clustering
10 4 (1.45%) Distributed Architecture
10 4 (1.45%) Embedded Systems
10 4 (1.45%) Exotic Derivative
10 4 (1.45%) OTC Derivatives
10 4 (1.45%) Reference Data
10 4 (1.45%) Video Conferencing
Operating Systems
1 10 (3.64%) Linux
2 6 (2.18%) Unix
3 3 (1.09%) Windows
4 2 (0.73%) Windows Server
5 1 (0.36%) Android
5 1 (0.36%) Robot Operating System
Processes & Methodologies
1 104 (37.82%) Machine Learning
2 100 (36.36%) AI
3 65 (23.64%) Software Engineering
4 64 (23.27%) Computer Science
5 62 (22.55%) CI/CD
6 61 (22.18%) Problem-Solving
7 60 (21.82%) Data Science
8 50 (18.18%) Data Pipeline
9 46 (16.73%) Analytics
10 42 (15.27%) Validation
11 40 (14.55%) Agile
12 38 (13.82%) Mathematics
13 31 (11.27%) Low Latency
14 29 (10.55%) DevOps
14 29 (10.55%) Observability
15 27 (9.82%) Continuous Improvement
16 25 (9.09%) Containerisation
16 25 (9.09%) Performance Optimisation
17 24 (8.73%) Deep Learning
17 24 (8.73%) LLM
Programming Languages
1 119 (43.27%) Python
2 71 (25.82%) Java
3 65 (23.64%) SQL
4 39 (14.18%) C++
5 31 (11.27%) JavaScript
6 27 (9.82%) C#
7 19 (6.91%) TypeScript
8 14 (5.09%) PowerShell
9 13 (4.73%) MATLAB
10 12 (4.36%) Rust
11 8 (2.91%) R
12 7 (2.55%) C
13 6 (2.18%) Shell Script
14 5 (1.82%) Scala
15 3 (1.09%) Embedded C++
15 3 (1.09%) Go
15 3 (1.09%) SPARQL
16 2 (0.73%) Kotlin
17 1 (0.36%) Bash
17 1 (0.36%) SystemVerilog
Qualifications
1 64 (23.27%) Degree
2 44 (16.00%) Security Cleared
3 31 (11.27%) SC Cleared
4 20 (7.27%) Computer Science Degree
4 20 (7.27%) Master's Degree
5 14 (5.09%) PhD
6 11 (4.00%) DBS Check
7 9 (3.27%) BPSS Clearance
8 6 (2.18%) DV Cleared
9 4 (1.45%) CCNP
9 4 (1.45%) CCNP Voice
9 4 (1.45%) Cisco Certification
10 3 (1.09%) CISM
10 3 (1.09%) CISSP
11 2 (0.73%) Numerate Degree
12 1 (0.36%) AWS Certification
12 1 (0.36%) AWS Certified Solutions Architect
12 1 (0.36%) Azure Certification
12 1 (0.36%) HNC
12 1 (0.36%) HND
Quality Assurance & Compliance
1 24 (8.73%) Data Quality
2 6 (2.18%) NIST
3 5 (1.82%) Accessibility
3 5 (1.82%) Basel III
3 5 (1.82%) QA
4 4 (1.45%) GDPR
5 3 (1.09%) Automotive SPICE
5 3 (1.09%) ISO/IEC 27001
6 2 (0.73%) HIPAA
6 2 (0.73%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (0.73%) MISRA
6 2 (0.73%) PCI DSS
6 2 (0.73%) 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 26 (9.45%) Docker
2 4 (1.45%) VMware Infrastructure
3 3 (1.09%) Active Directory
4 2 (0.73%) Apache ZooKeeper
5 1 (0.36%) Firmware
Systems Management
1 31 (11.27%) Kubernetes
2 13 (4.73%) Ansible
3 4 (1.45%) Argo
3 4 (1.45%) Cisco CUCM
3 4 (1.45%) Kubeflow
4 3 (1.09%) Functional Safety
5 2 (0.73%) Grafana
5 2 (0.73%) Podman
6 1 (0.36%) Istio
6 1 (0.36%) Kibana
6 1 (0.36%) logstash
6 1 (0.36%) Prometheus
Vendors
1 18 (6.55%) Microsoft
2 13 (4.73%) Databricks
3 8 (2.91%) Google
4 7 (2.55%) OpenAI
5 5 (1.82%) Dynatrace
5 5 (1.82%) Solace
5 5 (1.82%) Splunk
6 4 (1.45%) Cisco
6 4 (1.45%) ForgeRock
6 4 (1.45%) IFS
6 4 (1.45%) SAP
6 4 (1.45%) VMware
7 3 (1.09%) IBM
7 3 (1.09%) Oracle
7 3 (1.09%) Salesforce
8 2 (0.73%) Bloomberg
8 2 (0.73%) Duck Creek
8 2 (0.73%) FactSet
8 2 (0.73%) Guidewire
8 2 (0.73%) Reuters