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

6 months to
14 Jun 2026
Same period 2025 Same period 2024
Rank 343 262 270
Rank change year-on-year -81 +8 +16
Contract jobs citing Algorithms 330 297 361
As % of all contract jobs in the UK 0.66% 1.00% 0.83%
As % of the Miscellaneous category 2.03% 2.92% 2.76%
Number of daily rates quoted 168 176 225
10th Percentile £198 £402 £400
25th Percentile £422 £500 £463
Median daily rate (50th Percentile) £550 £619 £563
Median % change year-on-year -11.11% +10.00% -6.25%
75th Percentile £700 £721 £738
90th Percentile £829 £850 £859
UK excluding London median daily rate £500 £550 £500
% change year-on-year -9.09% +10.00% -
Number of hourly rates quoted 52 25 52
10th Percentile £53.53 £22.23 £32.58
25th Percentile £64.38 £30.00 £46.63
Median hourly rate £65.00 £61.50 £55.00
Median % change year-on-year +5.69% +11.82% +150.00%
75th Percentile £68.13 £75.00 £58.75
90th Percentile £86.88 £88.00 £65.00
UK excluding London median hourly rate £65.00 £72.50 £55.00
% change year-on-year -10.34% +31.82% +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 16,262 10,169 13,073
As % of all contract IT jobs advertised in the UK 32.46% 34.38% 29.92%
Number of daily rates quoted 9,985 6,390 8,312
10th Percentile £315 £300 £275
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £518 £525 £538
Median % change year-on-year -1.43% -2.33% -2.27%
75th Percentile £630 £650 £663
90th Percentile £750 £775 £800
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 821 435 942
10th Percentile £16.01 £15.84 £12.25
25th Percentile £20.89 £20.21 £15.39
Median hourly rate £41.00 £33.05 £35.65
Median % change year-on-year +24.05% -7.29% +59.08%
75th Percentile £70.00 £60.00 £61.30
90th Percentile £85.40 £82.19 £71.88
UK excluding London median hourly rate £43.96 £32.43 £35.00
% change year-on-year +35.55% -7.34% +59.09%

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 June 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 June 2026.

Hourly rate histogram for Algorithms in the UK

Algorithms
Top 16 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 June 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 -73 277 £550 -12.00% 252
London -72 147 £625 -3.85% 79
UK excluding London -91 143 £500 -9.09% 205
Work from Home -27 98 £625 +13.64% 100
South West +11 49 £500 -9.09% 35
South East -49 38 £525 - 62
East of England -40 16 £215 -66.92% 42
North of England -69 14 £215 -64.12% 41
Scotland -27 12 £622 +46.35% 8
Yorkshire -42 10 £215 -64.12% 10
Midlands -54 7 £463 +63.14% 21
West Midlands -48 6 £463 - 12
Wales -21 5 £475 -17.39% 2
North West -51 4 £355 -36.89% 19
Northern Ireland 0 2 - - 1
East Midlands -26 1 - - 9

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 16 (4.85%) Apache Airflow
2 13 (3.94%) Apache Spark
3 6 (1.82%) Jupyter
4 5 (1.52%) Apache
5 1 (0.30%) Confluence
5 1 (0.30%) Ethereum
5 1 (0.30%) IIS
5 1 (0.30%) Palantir Foundry
5 1 (0.30%) Solana
Applications
1 8 (2.42%) CPLEX
1 8 (2.42%) Microsoft Excel
2 5 (1.52%) Microsoft Office
3 4 (1.21%) Microsoft PowerPoint
4 3 (0.91%) LaTeX
5 2 (0.61%) Simulink
6 1 (0.30%) Chatbot
Business Applications
1 11 (3.33%) SAP IBP
2 7 (2.12%) ProductWriter
3 3 (0.91%) Bloomberg AIM
3 3 (0.91%) Fidessa
4 1 (0.30%) SAP APO
Cloud Services
1 58 (17.58%) AWS
2 48 (14.55%) Azure
3 27 (8.18%) GCP
4 13 (3.94%) Dagster
5 11 (3.33%) Amazon ECS
6 10 (3.03%) GitHub
7 9 (2.73%) AWS Lambda
7 9 (2.73%) GitHub Actions
7 9 (2.73%) Power Platform
7 9 (2.73%) Serverless
8 8 (2.42%) Amazon CloudWatch
8 8 (2.42%) Amazon EKS
9 7 (2.12%) Amazon S3
9 7 (2.12%) Amazon SageMaker
10 6 (1.82%) Azure DevOps
10 6 (1.82%) Cloud Computing
10 6 (1.82%) Vertex AI
11 5 (1.52%) SaaS
12 4 (1.21%) Amazon SQS
12 4 (1.21%) Snowflake
Communications & Networking
1 15 (4.55%) HTTP
2 6 (1.82%) Multicast
3 5 (1.52%) BIG-IP
3 5 (1.52%) F5 BIG-IP LTM
3 5 (1.52%) Firewall
3 5 (1.52%) Network Security
3 5 (1.52%) SSL
4 4 (1.21%) HTTPS
5 3 (0.91%) DNS
5 3 (0.91%) Reverse Proxy
5 3 (0.91%) TCP/IP
6 2 (0.61%) BGP
6 2 (0.61%) Ethernet VPN
6 2 (0.61%) IPsec
6 2 (0.61%) MPLS
6 2 (0.61%) OSPF
6 2 (0.61%) S/MIME
6 2 (0.61%) SD-WAN
6 2 (0.61%) VPN
6 2 (0.61%) VXLAN
Database & Business Intelligence
1 16 (4.85%) Big Data
2 13 (3.94%) PostgreSQL
3 12 (3.64%) Hadoop
3 12 (3.64%) NoSQL
4 9 (2.73%) Power BI
5 8 (2.42%) MongoDB
5 8 (2.42%) SQL Server
5 8 (2.42%) Tableau
6 7 (2.12%) KDB
7 5 (1.52%) Relational Database
8 3 (0.91%) Neo4j
8 3 (0.91%) Redis
9 2 (0.61%) Data Lake
9 2 (0.61%) Kdb+
9 2 (0.61%) Pinecone
9 2 (0.61%) Spark SQL
9 2 (0.61%) TigerGraph
9 2 (0.61%) Weaviate
10 1 (0.30%) Amazon Athena
10 1 (0.30%) Geospatial Data
Development Applications
1 31 (9.39%) Git
2 12 (3.64%) GitLab
3 10 (3.03%) MLflow
4 3 (0.91%) Gradle
4 3 (0.91%) Jenkins
4 3 (0.91%) Maven
5 2 (0.61%) JUnit
5 2 (0.61%) TeamCity
6 1 (0.30%) Ant
6 1 (0.30%) Eclipse
6 1 (0.30%) Hardhat
6 1 (0.30%) IntelliJ
6 1 (0.30%) JIRA
6 1 (0.30%) JMeter
6 1 (0.30%) Octopus Deploy
6 1 (0.30%) Oracle Forms
6 1 (0.30%) Postman
6 1 (0.30%) REST Assured
6 1 (0.30%) Selenium
6 1 (0.30%) webpack
General
1 67 (20.30%) Social Skills
2 66 (20.00%) Analytical Skills
3 42 (12.73%) Finance
4 35 (10.61%) Banking
5 21 (6.36%) Front Office
6 18 (5.45%) Investment Banking
7 15 (4.55%) Public Sector
8 8 (2.42%) Aerospace
8 8 (2.42%) Law
9 7 (2.12%) Inclusion and Diversity
10 5 (1.52%) Aviation
10 5 (1.52%) Telecoms
11 4 (1.21%) Electronics
11 4 (1.21%) Financial Institution
11 4 (1.21%) Marketing
11 4 (1.21%) Presentation Skills
12 3 (0.91%) Documentation Skills
12 3 (0.91%) Police
12 3 (0.91%) Retail
13 2 (0.61%) Organisational Skills
Job Titles
1 82 (24.85%) Developer
2 63 (19.09%) Software Engineer
3 59 (17.88%) Senior
4 39 (11.82%) Data Scientist
5 36 (10.91%) Algorithm Engineer
6 23 (6.97%) Python Developer
7 20 (6.06%) Java Developer
8 17 (5.15%) Senior Developer
9 16 (4.85%) Architect
10 14 (4.24%) C++ Software Engineer
10 14 (4.24%) Consultant
11 13 (3.94%) C++ Developer
12 11 (3.33%) Artificial Intelligence Engineer
12 11 (3.33%) Senior Software Engineer
13 10 (3.03%) Quantitative Developer
13 10 (3.03%) SAP Consultant
14 8 (2.42%) Lead
14 8 (2.42%) Senior Java Developer
14 8 (2.42%) Solutions Architect
15 7 (2.12%) Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 33 (10.00%) Pandas
1 33 (10.00%) PyTorch
2 29 (8.79%) NumPy
3 27 (8.18%) TensorFlow
4 25 (7.58%) scikit-learn
5 22 (6.67%) FIX Protocol
6 17 (5.15%) Kafka
7 14 (4.24%) React
8 12 (3.64%) FastAPI
8 12 (3.64%) Hugging Face
8 12 (3.64%) PySpark
8 12 (3.64%) REST
9 11 (3.33%) RESTful
9 11 (3.33%) Spring
9 11 (3.33%) Spring Boot
10 8 (2.42%) LangChain
10 8 (2.42%) RabbitMQ
10 8 (2.42%) SciPy
10 8 (2.42%) Seaborn
10 8 (2.42%) WebSockets
Miscellaneous
1 63 (19.09%) Data Structures
2 40 (12.12%) Distributed Systems
3 19 (5.76%) Equities
4 18 (5.45%) Foreign Exchange (FX)
5 16 (4.85%) Derivative
6 14 (4.24%) Cloud Native
7 11 (3.33%) Product Ownership
7 11 (3.33%) Robotics
8 10 (3.03%) AI Agents
9 9 (2.73%) PKI
10 7 (2.12%) IoT
10 7 (2.12%) Legacy Systems
11 6 (1.82%) Data Protection Act
12 5 (1.52%) Fixed Income
12 5 (1.52%) Self-Motivation
13 4 (1.21%) Distributed Denial-of-Service
14 3 (0.91%) Distributed Applications
14 3 (0.91%) Distributed Architecture
14 3 (0.91%) Hybrid Cloud
14 3 (0.91%) Virtual Team
Operating Systems
1 10 (3.03%) Linux
2 2 (0.61%) Windows
3 1 (0.30%) Android
3 1 (0.30%) Embedded Linux
3 1 (0.30%) Solaris
3 1 (0.30%) Unix
3 1 (0.30%) VMS
3 1 (0.30%) Windows Server
Processes & Methodologies
1 114 (34.55%) Machine Learning
2 95 (28.79%) Software Engineering
3 82 (24.85%) AI
4 76 (23.03%) CI/CD
5 69 (20.91%) Computer Science
6 68 (20.61%) Data Science
6 68 (20.61%) Problem-Solving
7 53 (16.06%) Analytics
8 44 (13.33%) Mathematics
9 41 (12.42%) Multithreading
10 39 (11.82%) Containerisation
11 38 (11.52%) Data Pipeline
12 35 (10.61%) LLM
12 35 (10.61%) Low Latency
13 33 (10.00%) Data Analysis
14 31 (9.39%) Microservices
14 31 (9.39%) Workflow
15 29 (8.79%) Statistics
16 28 (8.48%) Agile
17 27 (8.18%) Visualisation
Programming Languages
1 149 (45.15%) Python
2 64 (19.39%) Java
3 60 (18.18%) SQL
4 40 (12.12%) C++
5 37 (11.21%) C#
6 28 (8.48%) MATLAB
7 21 (6.36%) Ada
8 20 (6.06%) TypeScript
9 16 (4.85%) R
10 14 (4.24%) PowerShell
11 11 (3.33%) Rust
12 10 (3.03%) Kotlin
13 9 (2.73%) C
14 8 (2.42%) JavaScript
15 5 (1.52%) Go
16 4 (1.21%) Bash
17 3 (0.91%) Scala
17 3 (0.91%) SPARQL
18 2 (0.61%) SystemVerilog
18 2 (0.61%) Tcl
Qualifications
1 58 (17.58%) Degree
2 40 (12.12%) Security Cleared
3 21 (6.36%) SC Cleared
4 17 (5.15%) Master's Degree
5 16 (4.85%) BPSS Clearance
5 16 (4.85%) Computer Science Degree
6 11 (3.33%) PhD
7 7 (2.12%) DBS Check
8 5 (1.52%) Numerate Degree
9 4 (1.21%) DV Cleared
10 3 (0.91%) Cisco Certification
10 3 (0.91%) CISSP
11 2 (0.61%) CCDP
11 2 (0.61%) CCIE
11 2 (0.61%) CESG Certified Professional
11 2 (0.61%) CISM
11 2 (0.61%) FFIEC
11 2 (0.61%) GIAC
11 2 (0.61%) HNC
11 2 (0.61%) HND
Quality Assurance & Compliance
1 10 (3.03%) Accessibility
1 10 (3.03%) Data Quality
2 8 (2.42%) QA
3 5 (1.52%) Actionable Recommendations
4 4 (1.21%) ISO/IEC 27001
5 3 (0.91%) Disclosure Scotland
5 3 (0.91%) NIST
5 3 (0.91%) PCI DSS
6 2 (0.61%) DO-254
6 2 (0.61%) JSP 440
6 2 (0.61%) NCSC
6 2 (0.61%) RMADS
7 1 (0.30%) GDPR
System Software
1 40 (12.12%) Docker
2 6 (1.82%) Firmware
3 2 (0.61%) Active Directory
3 2 (0.61%) Apache ZooKeeper
4 1 (0.30%) Oracle RAC
4 1 (0.30%) Squid
Systems Management
1 24 (7.27%) Kubernetes
2 8 (2.42%) Grafana
3 4 (1.21%) Terraform
4 3 (0.91%) Kubeflow
4 3 (0.91%) Single Sign-On
5 2 (0.61%) Ansible
6 1 (0.30%) Data Guard
6 1 (0.30%) HP Fortify
6 1 (0.30%) Istio
6 1 (0.30%) Oracle ZFS
6 1 (0.30%) Prometheus
Vendors
1 17 (5.15%) Databricks
2 15 (4.55%) Microsoft
3 12 (3.64%) IBM
4 11 (3.33%) SAP
5 10 (3.03%) MathWorks
6 8 (2.42%) Google
7 7 (2.12%) IFS
7 7 (2.12%) Solace
8 6 (1.82%) OpenAI
8 6 (1.82%) Oracle
9 5 (1.52%) F5
10 4 (1.21%) Thales
11 3 (0.91%) AppDynamics
11 3 (0.91%) Bloomberg
11 3 (0.91%) Charles River
11 3 (0.91%) ION Trading
11 3 (0.91%) Splunk
12 2 (0.61%) Altera
12 2 (0.61%) Fortinet
12 2 (0.61%) Xilinx