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

6 months to
25 Apr 2026
Same period 2025 Same period 2024
Rank 309 255 261
Rank change year-on-year -54 +6 +21
Contract jobs citing Algorithms 349 306 375
As % of all contract jobs in the UK 0.75% 1.04% 0.86%
As % of the Miscellaneous category 2.31% 3.05% 2.82%
Number of daily rates quoted 184 178 231
10th Percentile £198 £411 £400
25th Percentile £407 £463 £469
Median daily rate (50th Percentile) £550 £600 £575
Median % change year-on-year -8.33% +4.35% -8.00%
75th Percentile £725 £688 £725
90th Percentile £888 £850 £875
UK excluding London median daily rate £461 £550 £500
% change year-on-year -16.18% +10.00% -11.43%
Number of hourly rates quoted 50 21 58
10th Percentile £53.20 £22.72 £34.54
25th Percentile £61.56 £34.13 £47.63
Median hourly rate £65.00 £52.50 £55.00
Median % change year-on-year +23.81% -4.55% +134.04%
75th Percentile £66.88 £75.00 £58.75
90th Percentile £70.90 £78.70 £65.00
UK excluding London median hourly rate £65.00 £50.00 £55.00
% change year-on-year +30.00% -9.09% +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 15,078 10,028 13,319
As % of all contract IT jobs advertised in the UK 32.34% 33.97% 30.52%
Number of daily rates quoted 9,422 6,402 8,547
10th Percentile £305 £300 £263
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.33% -2.27%
75th Percentile £625 £650 £650
90th Percentile £738 £775 £788
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 716 396 906
10th Percentile £16.01 £16.95 £12.25
25th Percentile £21.00 £21.25 £15.17
Median hourly rate £45.46 £32.28 £28.25
Median % change year-on-year +40.85% +14.25% +25.56%
75th Percentile £70.00 £63.94 £58.75
90th Percentile £86.00 £82.38 £70.00
UK excluding London median hourly rate £47.54 £31.42 £26.66
% change year-on-year +51.30% +17.85% +20.74%

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 25 April 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 25 April 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 25 April 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 -59 296 £550 -12.00% 241
London -51 156 £625 -3.85% 78
UK excluding London -69 152 £461 -16.18% 193
Work from Home -8 98 £625 +19.05% 282
South West -9 47 £500 -25.09% 33
South East -51 37 £550 +10.00% 77
East of England -44 23 £345 -46.92% 36
North of England -74 19 £500 -9.09% 26
Scotland -2 13 £569 +33.88% 8
Yorkshire -47 13 £600 - 7
West Midlands -52 6 £463 - 9
Midlands -55 6 £463 +560.71% 18
North West -55 6 £210 -61.82% 10
Wales -14 5 £475 -17.39% 2
Northern Ireland 0 2 - - 3

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 (5.44%) Apache Airflow
2 17 (4.87%) Apache Spark
3 9 (2.58%) Apache
4 6 (1.72%) Jupyter
5 1 (0.29%) Confluence
5 1 (0.29%) Ethereum
5 1 (0.29%) Palantir Foundry
5 1 (0.29%) Solana
Applications
1 13 (3.72%) Microsoft Excel
2 5 (1.43%) CPLEX
2 5 (1.43%) Microsoft Office
3 4 (1.15%) Chatbot
3 4 (1.15%) Microsoft PowerPoint
3 4 (1.15%) Simulink
4 3 (0.86%) LaTeX
Business Applications
1 9 (2.58%) SAP IBP
2 5 (1.43%) ProductWriter
3 4 (1.15%) Bloomberg AIM
3 4 (1.15%) Fidessa
4 1 (0.29%) SAP APO
Cloud Services
1 69 (19.77%) AWS
2 49 (14.04%) Azure
3 29 (8.31%) GCP
4 18 (5.16%) Power Platform
5 16 (4.58%) Amazon ECS
6 13 (3.72%) Amazon SageMaker
6 13 (3.72%) AWS Lambda
6 13 (3.72%) Dagster
6 13 (3.72%) Serverless
7 11 (3.15%) Amazon EKS
7 11 (3.15%) Cloud Computing
8 10 (2.87%) GitHub
9 9 (2.58%) Amazon CloudWatch
9 9 (2.58%) Amazon S3
10 7 (2.01%) GitHub Actions
10 7 (2.01%) Vertex AI
11 6 (1.72%) Snowflake
12 5 (1.43%) Azure Machine Learning
13 4 (1.15%) AWS CloudFormation
13 4 (1.15%) Virtual Private Cloud
Communications & Networking
1 11 (3.15%) HTTP
2 5 (1.43%) BIG-IP
2 5 (1.43%) F5 BIG-IP LTM
2 5 (1.43%) Firewall
2 5 (1.43%) Network Security
2 5 (1.43%) SSL
3 4 (1.15%) Ethernet
3 4 (1.15%) S/MIME
3 4 (1.15%) VPN
4 3 (0.86%) DNS
4 3 (0.86%) HTTPS
4 3 (0.86%) Multicast
4 3 (0.86%) TCP/IP
5 2 (0.57%) BGP
5 2 (0.57%) Internet
5 2 (0.57%) IPsec
5 2 (0.57%) LAN
5 2 (0.57%) MPLS
5 2 (0.57%) OSPF
5 2 (0.57%) Reverse Proxy
Database & Business Intelligence
1 16 (4.58%) Big Data
1 16 (4.58%) Power BI
2 13 (3.72%) NoSQL
2 13 (3.72%) Tableau
3 12 (3.44%) Hadoop
4 11 (3.15%) PostgreSQL
5 9 (2.58%) Relational Database
6 8 (2.29%) KDB
7 6 (1.72%) SQL Server
8 5 (1.43%) Data Lake
8 5 (1.43%) MongoDB
9 4 (1.15%) Amazon Athena
9 4 (1.15%) Data Warehouse
9 4 (1.15%) Kdb+
9 4 (1.15%) Pinecone
9 4 (1.15%) Weaviate
10 3 (0.86%) Delta Lake
10 3 (0.86%) RDBMS
11 2 (0.57%) Neo4j
11 2 (0.57%) Power Query
Development Applications
1 30 (8.60%) Git
2 13 (3.72%) MLflow
3 12 (3.44%) GitLab
4 3 (0.86%) Jenkins
4 3 (0.86%) Visual Studio
5 2 (0.57%) Gradle
5 2 (0.57%) JUnit
5 2 (0.57%) Maven
5 2 (0.57%) PyCharm
5 2 (0.57%) TeamCity
6 1 (0.29%) Cypress.io
6 1 (0.29%) Hardhat
6 1 (0.29%) JIRA
6 1 (0.29%) Octopus Deploy
6 1 (0.29%) Oracle Forms
6 1 (0.29%) Postman
6 1 (0.29%) REST Assured
6 1 (0.29%) Selenium
6 1 (0.29%) SoapUI
6 1 (0.29%) webpack
General
1 74 (21.20%) Social Skills
2 59 (16.91%) Analytical Skills
3 48 (13.75%) Finance
4 30 (8.60%) Banking
5 28 (8.02%) Front Office
6 16 (4.58%) Public Sector
7 12 (3.44%) Investment Banking
8 9 (2.58%) Aerospace
9 6 (1.72%) Aviation
9 6 (1.72%) Electronics
9 6 (1.72%) Retail
9 6 (1.72%) Telecoms
10 5 (1.43%) Inclusion and Diversity
10 5 (1.43%) Law
11 4 (1.15%) Documentation Skills
11 4 (1.15%) Games
11 4 (1.15%) Police
11 4 (1.15%) Presentation Skills
12 3 (0.86%) Legal
12 3 (0.86%) Marketing
Job Titles
1 93 (26.65%) Developer
2 60 (17.19%) Software Engineer
3 50 (14.33%) Senior
4 40 (11.46%) Data Scientist
5 31 (8.88%) Algorithm Engineer
6 30 (8.60%) Python Developer
7 20 (5.73%) Artificial Intelligence Engineer
7 20 (5.73%) Java Developer
8 19 (5.44%) C++ Developer
9 17 (4.87%) Architect
10 16 (4.58%) Lead
10 16 (4.58%) Quantitative Developer
11 14 (4.01%) Senior Developer
12 11 (3.15%) C++ Software Engineer
12 11 (3.15%) Consultant
13 9 (2.58%) C++ Quantitative Developer
13 9 (2.58%) Linux Developer
13 9 (2.58%) Low Latency C++ Developer
13 9 (2.58%) Robotics Engineer
14 8 (2.29%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 40 (11.46%) PyTorch
2 36 (10.32%) TensorFlow
3 32 (9.17%) Pandas
3 32 (9.17%) scikit-learn
4 28 (8.02%) NumPy
5 22 (6.30%) FIX Protocol
6 14 (4.01%) Kafka
7 13 (3.72%) REST
8 12 (3.44%) React
9 11 (3.15%) Hugging Face
9 11 (3.15%) Seaborn
10 10 (2.87%) FastAPI
10 10 (2.87%) PySpark
10 10 (2.87%) Spring
10 10 (2.87%) Spring Boot
11 9 (2.58%) Matplotlib
12 8 (2.29%) LangChain
13 7 (2.01%) .NET
14 6 (1.72%) Middleware
14 6 (1.72%) OAuth
Miscellaneous
1 63 (18.05%) Data Structures
2 29 (8.31%) Distributed Systems
3 27 (7.74%) Equities
4 20 (5.73%) Foreign Exchange (FX)
5 18 (5.16%) Robotics
6 17 (4.87%) Derivative
7 11 (3.15%) Cloud Native
8 10 (2.87%) PKI
8 10 (2.87%) Product Ownership
9 8 (2.29%) Data Protection Act
9 8 (2.29%) Equity Derivative
10 7 (2.01%) AI Agents
10 7 (2.01%) Fixed Income
11 6 (1.72%) Legacy Systems
12 5 (1.43%) FPGA
13 4 (1.15%) Hybrid Cloud
13 4 (1.15%) IoT
13 4 (1.15%) PCIe
13 4 (1.15%) Smartcard
13 4 (1.15%) Verilog
Operating Systems
1 14 (4.01%) Linux
2 7 (2.01%) 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
1 140 (40.11%) Machine Learning
2 95 (27.22%) AI
3 87 (24.93%) Software Engineering
4 79 (22.64%) Computer Science
5 77 (22.06%) CI/CD
6 72 (20.63%) Data Science
7 63 (18.05%) Problem-Solving
8 61 (17.48%) Analytics
9 48 (13.75%) Mathematics
10 44 (12.61%) Agile
11 41 (11.75%) Data Pipeline
12 40 (11.46%) Containerisation
13 38 (10.89%) LLM
14 37 (10.60%) Low Latency
15 36 (10.32%) Data Analysis
16 35 (10.03%) Multithreading
16 35 (10.03%) Statistics
17 33 (9.46%) Data Engineering
17 33 (9.46%) Visualisation
18 29 (8.31%) Microservices
Programming Languages
1 166 (47.56%) Python
2 60 (17.19%) Java
3 58 (16.62%) SQL
4 40 (11.46%) C++
5 34 (9.74%) C#
6 31 (8.88%) MATLAB
7 21 (6.02%) Ada
8 17 (4.87%) TypeScript
9 15 (4.30%) R
10 11 (3.15%) Kotlin
11 9 (2.58%) C
11 9 (2.58%) PowerShell
12 7 (2.01%) JavaScript
13 6 (1.72%) Go
13 6 (1.72%) Rust
14 5 (1.43%) Bash
15 4 (1.15%) SystemVerilog
15 4 (1.15%) Tcl
16 2 (0.57%) Data Analysis Expressions
17 1 (0.29%) SPARQL
Qualifications
1 67 (19.20%) Degree
2 43 (12.32%) Security Cleared
3 22 (6.30%) SC Cleared
4 19 (5.44%) Computer Science Degree
5 18 (5.16%) Master's Degree
6 14 (4.01%) BPSS Clearance
7 10 (2.87%) Numerate Degree
7 10 (2.87%) PhD
8 6 (1.72%) DBS Check
8 6 (1.72%) DV Cleared
9 5 (1.43%) CISSP
10 4 (1.15%) CISM
10 4 (1.15%) GIAC
10 4 (1.15%) HNC
10 4 (1.15%) HND
11 3 (0.86%) Cisco Certification
12 2 (0.57%) CCDP
12 2 (0.57%) CCIE
12 2 (0.57%) CESG Certified Professional
12 2 (0.57%) CHECK Team Leader
Quality Assurance & Compliance
1 12 (3.44%) QA
2 9 (2.58%) Accessibility
2 9 (2.58%) Data Quality
3 5 (1.43%) ISO/IEC 27001
3 5 (1.43%) NIST
4 4 (1.15%) Actionable Recommendations
4 4 (1.15%) DO-254
5 3 (0.86%) Disclosure Scotland
5 3 (0.86%) PCI DSS
5 3 (0.86%) SLA
6 2 (0.57%) JSP 440
6 2 (0.57%) NCSC
6 2 (0.57%) RMADS
7 1 (0.29%) GDPR
System Software
1 37 (10.60%) Docker
2 8 (2.29%) Firmware
3 1 (0.29%) Active Directory
3 1 (0.29%) Oracle RAC
3 1 (0.29%) Squid
Systems Management
1 21 (6.02%) Kubernetes
2 10 (2.87%) Grafana
3 9 (2.58%) Terraform
4 3 (0.86%) Ansible
4 3 (0.86%) Kubeflow
4 3 (0.86%) Single Sign-On
5 2 (0.57%) 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 (6.02%) Databricks
2 17 (4.87%) Microsoft
3 14 (4.01%) IBM
4 10 (2.87%) Google
4 10 (2.87%) MathWorks
5 9 (2.58%) SAP
6 7 (2.01%) Solace
7 6 (1.72%) Thales
8 5 (1.43%) F5
8 5 (1.43%) Oracle
9 4 (1.15%) Actel
9 4 (1.15%) Altera
9 4 (1.15%) AppDynamics
9 4 (1.15%) Bloomberg
9 4 (1.15%) Charles River
9 4 (1.15%) Intel
9 4 (1.15%) ION Trading
9 4 (1.15%) OpenAI
9 4 (1.15%) Splunk
9 4 (1.15%) Xilinx