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

6 months to
9 Mar 2026
Same period 2025 Same period 2024
Rank 297 261 280
Rank change year-on-year -36 +19 +14
Contract jobs citing Algorithms 358 290 381
As % of all contract jobs in the UK 0.85% 0.97% 0.85%
As % of the Miscellaneous category 2.55% 2.91% 2.81%
Number of daily rates quoted 198 164 243
10th Percentile £345 £373 £401
25th Percentile £448 £450 £488
Median daily rate (50th Percentile) £550 £595 £588
Median % change year-on-year -7.49% +1.19% -9.62%
75th Percentile £738 £675 £725
90th Percentile £1,050 £818 £862
UK excluding London median daily rate £500 £550 £563
% change year-on-year -9.09% -2.22% -6.25%
Number of hourly rates quoted 37 18 55
10th Percentile £48.40 £22.72 £40.80
25th Percentile £53.53 £31.03 £50.25
Median hourly rate £65.00 £48.75 £55.00
Median % change year-on-year +33.33% -11.36% +83.33%
75th Percentile - £69.69 £58.75
90th Percentile £66.00 £78.90 £66.80
UK excluding London median hourly rate £65.00 £45.00 £55.00
% change year-on-year +44.44% -18.18% +83.33%

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 14,017 9,969 13,568
As % of all contract IT jobs advertised in the UK 33.19% 33.50% 30.34%
Number of daily rates quoted 8,833 6,252 8,675
10th Percentile £285 £278 £255
25th Percentile £406 £409 £411
Median daily rate (50th Percentile) £500 £525 £530
Median % change year-on-year -4.76% -0.94% -3.64%
75th Percentile £625 £650 £650
90th Percentile £738 £775 £763
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 652 347 883
10th Percentile £15.26 £16.95 £12.64
25th Percentile £18.87 £22.27 £15.89
Median hourly rate £34.00 £32.50 £29.72
Median % change year-on-year +4.62% +9.35% +32.18%
75th Percentile £66.06 £65.00 £57.50
90th Percentile £82.25 £83.20 £70.00
UK excluding London median hourly rate £33.75 £31.76 £27.50
% change year-on-year +6.27% +15.49% +25.00%

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 9 March 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 9 March 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 9 March 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 -21 294 £572 -6.08% 514
London +10 172 £638 +3.03% 131
UK excluding London -70 142 £500 -9.09% 421
Work from Home -23 96 £661 +32.10% 204
South West -13 32 £500 -25.09% 72
East of England -27 29 £345 -46.92% 78
South East -43 25 £593 +18.50% 129
North of England -57 23 £525 - 58
Scotland +6 20 £418 -1.76% 20
Yorkshire -41 17 £675 - 20
Wales -15 6 £400 -31.57% 17
West Midlands -50 6 £538 +45.27% 22
Midlands -58 6 £538 +159.04% 50
North West -42 5 £180 -64.71% 29
Northern Ireland -2 2 - - 9
North East -11 1 £400 -36.00% 11

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 22 (6.15%) Apache Spark
2 15 (4.19%) Apache Airflow
3 12 (3.35%) Apache
3 12 (3.35%) Jupyter
4 2 (0.56%) Confluence
5 1 (0.28%) Apache Pig
5 1 (0.28%) Palantir Foundry
Applications
1 17 (4.75%) Microsoft Excel
2 8 (2.23%) Chatbot
3 6 (1.68%) Microsoft Office
4 5 (1.40%) Microsoft PowerPoint
4 5 (1.40%) Simulink
5 3 (0.84%) LaTeX
6 1 (0.28%) CPLEX
Business Applications
1 4 (1.12%) Bloomberg AIM
1 4 (1.12%) Fidessa
1 4 (1.12%) ProductWriter
2 1 (0.28%) Actimize
2 1 (0.28%) SAP IBP
Cloud Services
1 89 (24.86%) AWS
2 80 (22.35%) Azure
3 31 (8.66%) GCP
4 26 (7.26%) Serverless
5 24 (6.70%) Power Platform
6 23 (6.42%) GitHub
7 21 (5.87%) Cloud Computing
8 19 (5.31%) Amazon SageMaker
9 17 (4.75%) AWS Lambda
10 16 (4.47%) Amazon ECS
11 14 (3.91%) Amazon S3
12 12 (3.35%) Amazon EKS
12 12 (3.35%) Azure AKS
12 12 (3.35%) GitHub Copilot
12 12 (3.35%) PaaS
13 10 (2.79%) Dagster
14 9 (2.51%) Amazon CloudWatch
14 9 (2.51%) Azure Functions
14 9 (2.51%) Snowflake
14 9 (2.51%) Vertex AI
Communications & Networking
1 5 (1.40%) Ethernet
1 5 (1.40%) VPN
2 4 (1.12%) HTTP
2 4 (1.12%) Internet
2 4 (1.12%) S/MIME
3 3 (0.84%) Network Security
4 2 (0.56%) 2G
4 2 (0.56%) 5G
4 2 (0.56%) BGP
4 2 (0.56%) BIG-IP
4 2 (0.56%) Ethernet VPN
4 2 (0.56%) F5 BIG-IP LTM
4 2 (0.56%) Firewall
4 2 (0.56%) IPsec
4 2 (0.56%) LTE
4 2 (0.56%) Mobile Backhaul
4 2 (0.56%) MPLS
4 2 (0.56%) OSPF
4 2 (0.56%) SD-WAN
4 2 (0.56%) VXLAN
Database & Business Intelligence
1 22 (6.15%) Power BI
2 17 (4.75%) NoSQL
3 16 (4.47%) Big Data
4 14 (3.91%) Relational Database
4 14 (3.91%) Tableau
5 13 (3.63%) Hadoop
5 13 (3.63%) PostgreSQL
6 11 (3.07%) KDB
6 11 (3.07%) Kdb+
7 7 (1.96%) Data Lake
7 7 (1.96%) Data Warehouse
8 5 (1.40%) MySQL
8 5 (1.40%) RDBMS
8 5 (1.40%) SQL Server
9 4 (1.12%) Amazon Athena
10 3 (0.84%) Data Mining
10 3 (0.84%) Delta Lake
10 3 (0.84%) Pinecone
10 3 (0.84%) Weaviate
11 2 (0.56%) Neo4j
Development Applications
1 37 (10.34%) Git
2 13 (3.63%) MLflow
3 9 (2.51%) Jenkins
4 7 (1.96%) GitLab
5 5 (1.40%) PyCharm
6 3 (0.84%) QUnit
6 3 (0.84%) TeamCity
6 3 (0.84%) Visual Studio
7 2 (0.56%) Cypress.io
7 2 (0.56%) GoCD
7 2 (0.56%) Gradle
7 2 (0.56%) JIRA
7 2 (0.56%) JUnit
7 2 (0.56%) Maven
7 2 (0.56%) SonarQube
7 2 (0.56%) Sonatype Nexus
8 1 (0.28%) Hardhat
8 1 (0.28%) Octopus Deploy
8 1 (0.28%) REST Assured
8 1 (0.28%) webpack
General
1 103 (28.77%) Social Skills
2 59 (16.48%) Finance
3 56 (15.64%) Analytical Skills
4 36 (10.06%) Front Office
5 32 (8.94%) Banking
6 21 (5.87%) Public Sector
7 9 (2.51%) Retail
8 8 (2.23%) Aerospace
8 8 (2.23%) Investment Banking
9 7 (1.96%) Electronics
9 7 (1.96%) Marketing
10 6 (1.68%) Manufacturing
10 6 (1.68%) Telecoms
11 5 (1.40%) Games
11 5 (1.40%) Inclusion and Diversity
11 5 (1.40%) Influencing Skills
11 5 (1.40%) Presentation Skills
12 4 (1.12%) Documentation Skills
12 4 (1.12%) Law
12 4 (1.12%) Publishing
Job Titles
1 103 (28.77%) Developer
2 61 (17.04%) Senior
3 46 (12.85%) Data Scientist
4 41 (11.45%) Software Engineer
5 30 (8.38%) Artificial Intelligence Engineer
6 25 (6.98%) Lead
7 24 (6.70%) Python Developer
8 23 (6.42%) Senior Developer
9 21 (5.87%) Algorithm Engineer
9 21 (5.87%) Quantitative Developer
10 20 (5.59%) C++ Developer
11 18 (5.03%) Architect
12 17 (4.75%) Java Developer
13 12 (3.35%) C++ Quantitative Developer
13 12 (3.35%) Data Engineer
13 12 (3.35%) Linux Developer
13 12 (3.35%) Low Latency C++ Developer
14 11 (3.07%) Gen AI Engineer
15 9 (2.51%) Machine Learning Engineer
15 9 (2.51%) Robotics Engineer
Libraries, Frameworks & Software Standards
1 60 (16.76%) PyTorch
2 59 (16.48%) TensorFlow
3 40 (11.17%) Pandas
4 39 (10.89%) scikit-learn
5 34 (9.50%) NumPy
6 19 (5.31%) .NET
7 18 (5.03%) FIX Protocol
8 15 (4.19%) Model Context Protocol
8 15 (4.19%) REST
8 15 (4.19%) RESTful
9 13 (3.63%) A2A Protocol
9 13 (3.63%) PySpark
9 13 (3.63%) React
9 13 (3.63%) Semantic Kernel
10 12 (3.35%) Hugging Face
11 11 (3.07%) Matplotlib
12 10 (2.79%) FastAPI
12 10 (2.79%) Kafka
12 10 (2.79%) SQLAlchemy
13 9 (2.51%) Seaborn
Miscellaneous
1 72 (20.11%) Data Structures
2 29 (8.10%) Equities
3 23 (6.42%) Cloud Native
3 23 (6.42%) Distributed Systems
4 22 (6.15%) Foreign Exchange (FX)
5 19 (5.31%) Derivative
6 17 (4.75%) Fixed Income
7 13 (3.63%) Product Ownership
7 13 (3.63%) Robotics
8 11 (3.07%) Equity Derivative
9 9 (2.51%) Data Protection Act
9 9 (2.51%) PKI
10 8 (2.23%) Clustering
11 7 (1.96%) Distributed Computing
11 7 (1.96%) FPGA
11 7 (1.96%) Legacy Systems
12 6 (1.68%) Mobile App
12 6 (1.68%) Onboarding
13 5 (1.40%) Greenfield Project
13 5 (1.40%) PCIe
Operating Systems
1 25 (6.98%) Linux
2 11 (3.07%) Unix
3 4 (1.12%) Android
4 3 (0.84%) Apple iOS
4 3 (0.84%) Windows
5 1 (0.28%) Embedded Linux
5 1 (0.28%) Robot Operating System
5 1 (0.28%) Solaris
5 1 (0.28%) VMS
5 1 (0.28%) Windows Server
Processes & Methodologies
1 180 (50.28%) Machine Learning
2 120 (33.52%) AI
3 102 (28.49%) Data Science
4 92 (25.70%) Problem-Solving
5 89 (24.86%) Computer Science
6 79 (22.07%) CI/CD
7 72 (20.11%) Software Engineering
8 71 (19.83%) Agile
9 67 (18.72%) Analytics
10 65 (18.16%) LLM
11 60 (16.76%) Data Pipeline
12 54 (15.08%) Mathematics
13 49 (13.69%) Statistics
14 48 (13.41%) Data Engineering
15 44 (12.29%) Deep Learning
16 42 (11.73%) Data Analysis
16 42 (11.73%) Test Automation
16 42 (11.73%) Visualisation
17 41 (11.45%) Containerisation
18 39 (10.89%) Natural Language Processing
Programming Languages
1 201 (56.15%) Python
2 68 (18.99%) SQL
3 55 (15.36%) Java
4 37 (10.34%) C++
5 27 (7.54%) MATLAB
6 23 (6.42%) C#
7 16 (4.47%) TypeScript
8 15 (4.19%) Ada
8 15 (4.19%) R
9 12 (3.35%) PowerShell
10 11 (3.07%) Bash
10 11 (3.07%) JavaScript
11 10 (2.79%) Kotlin
12 9 (2.51%) Go
13 5 (1.40%) C
13 5 (1.40%) SystemVerilog
13 5 (1.40%) Tcl
14 4 (1.12%) Scala
15 3 (0.84%) SPARQL
16 2 (0.56%) Data Analysis Expressions
Qualifications
1 86 (24.02%) Degree
2 47 (13.13%) Security Cleared
3 27 (7.54%) SC Cleared
4 26 (7.26%) Master's Degree
5 24 (6.70%) Computer Science Degree
6 17 (4.75%) PhD
7 14 (3.91%) Microsoft Certified Professional
8 12 (3.35%) Numerate Degree
9 6 (1.68%) BPSS Clearance
9 6 (1.68%) DV Cleared
10 5 (1.40%) GIAC
10 5 (1.40%) HNC
10 5 (1.40%) HND
11 4 (1.12%) CISM
11 4 (1.12%) CISSP
12 3 (0.84%) Cisco Certification
12 3 (0.84%) DBS Check
13 2 (0.56%) CESG Certified Professional
13 2 (0.56%) CHECK Team Leader
13 2 (0.56%) CREST Certified
Quality Assurance & Compliance
1 15 (4.19%) NIST
2 14 (3.91%) QA
3 12 (3.35%) EU AI Act
4 10 (2.79%) Data Quality
5 9 (2.51%) Accessibility
6 5 (1.40%) DO-254
7 4 (1.12%) Actionable Recommendations
7 4 (1.12%) ISO/IEC 27001
8 3 (0.84%) SLA
9 2 (0.56%) Disclosure Scotland
9 2 (0.56%) JSP 440
9 2 (0.56%) NCSC
9 2 (0.56%) PCI DSS
9 2 (0.56%) RMADS
10 1 (0.28%) GDPR
System Software
1 42 (11.73%) Docker
2 9 (2.51%) Firmware
3 1 (0.28%) Active Directory
3 1 (0.28%) Oracle RAC
3 1 (0.28%) Squid
Systems Management
1 30 (8.38%) Kubernetes
2 21 (5.87%) Terraform
3 10 (2.79%) Grafana
4 4 (1.12%) Ansible
5 3 (0.84%) Single Sign-On
6 2 (0.56%) Kibana
6 2 (0.56%) Kubeflow
6 2 (0.56%) logstash
6 2 (0.56%) Prometheus
6 2 (0.56%) rkt
7 1 (0.28%) Data Guard
7 1 (0.28%) HP Fortify
7 1 (0.28%) ITRS Geneos
7 1 (0.28%) Oracle ZFS
Vendors
1 31 (8.66%) Microsoft
2 20 (5.59%) Databricks
3 14 (3.91%) Foundry
4 12 (3.35%) Google
5 9 (2.51%) IBM
6 8 (2.23%) Splunk
7 6 (1.68%) Thales
7 6 (1.68%) Xilinx
8 5 (1.40%) Actel
8 5 (1.40%) Altera
8 5 (1.40%) Intel
8 5 (1.40%) MathWorks
8 5 (1.40%) Microsemi
8 5 (1.40%) SAP
9 4 (1.12%) AppDynamics
9 4 (1.12%) Bloomberg
9 4 (1.12%) Charles River
9 4 (1.12%) ION Trading
9 4 (1.12%) Oracle
9 4 (1.12%) Solace