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

6 months to
16 May 2026
Same period 2025 Same period 2024
Rank 327 265 266
Rank change year-on-year -62 +1 +12
Contract jobs citing Algorithms 346 283 364
As % of all contract jobs in the UK 0.72% 0.97% 0.86%
As % of the Miscellaneous category 2.25% 2.87% 2.82%
Number of daily rates quoted 185 161 229
10th Percentile £198 £413 £400
25th Percentile £409 £500 £475
Median daily rate (50th Percentile) £550 £625 £590
Median % change year-on-year -12.00% +5.93% -3.67%
75th Percentile £725 £713 £738
90th Percentile £863 £850 £875
UK excluding London median daily rate £447 £550 £500
% change year-on-year -18.73% +10.00% -8.17%
Number of hourly rates quoted 54 23 55
10th Percentile £53.53 £22.72 £33.56
25th Percentile £63.13 £28.75 £47.38
Median hourly rate £65.00 £52.50 £55.00
Median % change year-on-year +23.81% -4.55% +150.00%
75th Percentile £69.38 £73.75 £58.75
90th Percentile £85.83 £77.96 £65.00
UK excluding London median hourly rate £65.00 £55.00 £55.00
% change year-on-year +18.18% - +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 15,398 9,868 12,916
As % of all contract IT jobs advertised in the UK 32.06% 33.87% 30.35%
Number of daily rates quoted 9,556 6,300 8,320
10th Percentile £313 £300 £269
25th Percentile £413 £411 £413
Median daily rate (50th Percentile) £509 £525 £543
Median % change year-on-year -3.05% -3.23% -1.36%
75th Percentile £625 £650 £670
90th Percentile £739 £775 £800
UK excluding London median daily rate £481 £480 £500
% change year-on-year +0.26% -4.00% -
Number of hourly rates quoted 731 391 893
10th Percentile £16.01 £16.75 £12.25
25th Percentile £19.93 £20.64 £15.17
Median hourly rate £42.50 £31.76 £31.25
Median % change year-on-year +33.82% +1.63% +38.98%
75th Percentile £70.00 £63.75 £61.30
90th Percentile £87.50 £83.20 £70.00
UK excluding London median hourly rate £47.54 £30.39 £28.50
% change year-on-year +56.43% +6.63% +29.55%

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 16 May 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 16 May 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 16 May 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 -54 293 £550 -15.38% 278
London -38 156 £650 -0.08% 101
UK excluding London -75 151 £447 -18.73% 210
Work from Home -3 96 £625 +16.28% 207
South West -1 49 £500 -25.09% 33
South East -52 39 £550 +10.00% 63
East of England -37 22 £280 -56.92% 39
North of England -70 15 £215 -61.73% 36
Scotland -11 13 £569 +33.88% 14
Yorkshire -47 10 £215 - 13
West Midlands -57 6 £463 - 8
Midlands -64 6 £463 +560.71% 25
Wales -17 5 £475 -17.39% 3
North West -47 5 £355 -36.18% 17
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 (5.49%) Apache Airflow
2 18 (5.20%) Apache Spark
3 9 (2.60%) Apache
4 6 (1.73%) Jupyter
5 1 (0.29%) Confluence
5 1 (0.29%) Ethereum
5 1 (0.29%) Palantir Foundry
5 1 (0.29%) Solana
Applications
1 12 (3.47%) Microsoft Excel
2 6 (1.73%) CPLEX
3 5 (1.45%) Microsoft Office
4 4 (1.16%) Microsoft PowerPoint
5 3 (0.87%) LaTeX
5 3 (0.87%) Simulink
6 2 (0.58%) Chatbot
Business Applications
1 11 (3.18%) SAP IBP
2 7 (2.02%) ProductWriter
3 4 (1.16%) Bloomberg AIM
3 4 (1.16%) Fidessa
4 1 (0.29%) SAP APO
Cloud Services
1 67 (19.36%) AWS
2 50 (14.45%) Azure
3 26 (7.51%) GCP
4 16 (4.62%) Amazon ECS
5 13 (3.76%) AWS Lambda
5 13 (3.76%) Dagster
5 13 (3.76%) Serverless
6 12 (3.47%) Amazon SageMaker
7 11 (3.18%) Amazon EKS
8 10 (2.89%) Power Platform
9 9 (2.60%) Amazon CloudWatch
9 9 (2.60%) Amazon S3
9 9 (2.60%) Cloud Computing
10 8 (2.31%) GitHub
11 7 (2.02%) GitHub Actions
11 7 (2.02%) Vertex AI
12 5 (1.45%) Azure DevOps
12 5 (1.45%) Snowflake
13 4 (1.16%) AWS CloudFormation
13 4 (1.16%) Virtual Private Cloud
Communications & Networking
1 14 (4.05%) HTTP
2 6 (1.73%) Multicast
3 5 (1.45%) BIG-IP
3 5 (1.45%) F5 BIG-IP LTM
3 5 (1.45%) Firewall
3 5 (1.45%) Network Security
3 5 (1.45%) SSL
4 4 (1.16%) S/MIME
4 4 (1.16%) VPN
5 3 (0.87%) DNS
5 3 (0.87%) Ethernet
5 3 (0.87%) HTTPS
5 3 (0.87%) TCP/IP
6 2 (0.58%) BGP
6 2 (0.58%) IPsec
6 2 (0.58%) LAN
6 2 (0.58%) MPLS
6 2 (0.58%) OSPF
6 2 (0.58%) Reverse Proxy
6 2 (0.58%) WAN
Database & Business Intelligence
1 16 (4.62%) Big Data
2 13 (3.76%) Hadoop
3 11 (3.18%) NoSQL
3 11 (3.18%) PostgreSQL
4 10 (2.89%) Power BI
5 8 (2.31%) KDB
5 8 (2.31%) Tableau
6 7 (2.02%) Relational Database
6 7 (2.02%) SQL Server
7 6 (1.73%) MongoDB
8 5 (1.45%) Data Lake
9 4 (1.16%) Amazon Athena
9 4 (1.16%) Data Warehouse
9 4 (1.16%) Neo4j
9 4 (1.16%) Pinecone
9 4 (1.16%) Weaviate
10 3 (0.87%) Delta Lake
10 3 (0.87%) Kdb+
10 3 (0.87%) TigerGraph
11 2 (0.58%) Spark SQL
Development Applications
1 31 (8.96%) Git
2 14 (4.05%) GitLab
3 13 (3.76%) MLflow
4 3 (0.87%) Visual Studio
5 2 (0.58%) Gradle
5 2 (0.58%) JUnit
5 2 (0.58%) Maven
5 2 (0.58%) TeamCity
6 1 (0.29%) Ant
6 1 (0.29%) Cypress.io
6 1 (0.29%) Eclipse
6 1 (0.29%) Hardhat
6 1 (0.29%) IntelliJ
6 1 (0.29%) Jenkins
6 1 (0.29%) JIRA
6 1 (0.29%) JMeter
6 1 (0.29%) Octopus Deploy
6 1 (0.29%) Oracle Forms
6 1 (0.29%) Selenium
6 1 (0.29%) SoapUI
General
1 66 (19.08%) Social Skills
2 58 (16.76%) Analytical Skills
3 45 (13.01%) Finance
4 33 (9.54%) Banking
5 24 (6.94%) Front Office
6 18 (5.20%) Investment Banking
7 16 (4.62%) Public Sector
8 9 (2.60%) Aerospace
9 6 (1.73%) Aviation
10 5 (1.45%) Electronics
10 5 (1.45%) Inclusion and Diversity
10 5 (1.45%) Law
10 5 (1.45%) Retail
10 5 (1.45%) Telecoms
11 4 (1.16%) Documentation Skills
11 4 (1.16%) Financial Institution
11 4 (1.16%) Police
11 4 (1.16%) Presentation Skills
12 3 (0.87%) Games
12 3 (0.87%) Marketing
Job Titles
1 86 (24.86%) Developer
2 62 (17.92%) Software Engineer
3 57 (16.47%) Senior
4 38 (10.98%) Data Scientist
5 32 (9.25%) Algorithm Engineer
6 28 (8.09%) Python Developer
7 19 (5.49%) Architect
7 19 (5.49%) Java Developer
8 16 (4.62%) C++ Developer
9 15 (4.34%) Artificial Intelligence Engineer
9 15 (4.34%) C++ Software Engineer
9 15 (4.34%) Senior Developer
10 14 (4.05%) Consultant
11 12 (3.47%) Lead
12 11 (3.18%) Quantitative Developer
12 11 (3.18%) Senior Software Engineer
13 10 (2.89%) SAP Consultant
14 8 (2.31%) Full-Stack Engineer
14 8 (2.31%) Robotics Engineer
14 8 (2.31%) Solutions Architect
Libraries, Frameworks & Software Standards
1 34 (9.83%) PyTorch
2 30 (8.67%) Pandas
3 28 (8.09%) TensorFlow
4 26 (7.51%) NumPy
4 26 (7.51%) scikit-learn
5 24 (6.94%) FIX Protocol
6 15 (4.34%) Kafka
7 14 (4.05%) React
8 13 (3.76%) PySpark
8 13 (3.76%) REST
9 11 (3.18%) FastAPI
9 11 (3.18%) Hugging Face
10 10 (2.89%) Spring
10 10 (2.89%) Spring Boot
11 9 (2.60%) Seaborn
12 7 (2.02%) .NET
12 7 (2.02%) LangChain
12 7 (2.02%) Matplotlib
12 7 (2.02%) RESTful
12 7 (2.02%) WebSockets
Miscellaneous
1 62 (17.92%) Data Structures
2 36 (10.40%) Distributed Systems
3 26 (7.51%) Equities
4 20 (5.78%) Foreign Exchange (FX)
5 19 (5.49%) Derivative
6 17 (4.91%) Robotics
7 11 (3.18%) Cloud Native
7 11 (3.18%) Product Ownership
8 10 (2.89%) PKI
9 9 (2.60%) AI Agents
10 8 (2.31%) Data Protection Act
10 8 (2.31%) Fixed Income
11 7 (2.02%) Equity Derivative
11 7 (2.02%) Legacy Systems
12 4 (1.16%) Distributed Denial-of-Service
12 4 (1.16%) FPGA
12 4 (1.16%) Hybrid Cloud
12 4 (1.16%) Self-Motivation
12 4 (1.16%) Smartcard
13 3 (0.87%) Verilog
Operating Systems
1 12 (3.47%) Linux
2 2 (0.58%) Unix
3 1 (0.29%) Android
3 1 (0.29%) Embedded Linux
3 1 (0.29%) Solaris
3 1 (0.29%) VMS
3 1 (0.29%) Windows
Processes & Methodologies
1 132 (38.15%) Machine Learning
2 93 (26.88%) Software Engineering
3 91 (26.30%) AI
4 79 (22.83%) CI/CD
5 71 (20.52%) Computer Science
6 69 (19.94%) Data Science
7 60 (17.34%) Problem-Solving
8 53 (15.32%) Analytics
9 46 (13.29%) Mathematics
10 41 (11.85%) Containerisation
11 39 (11.27%) Multithreading
12 38 (10.98%) Data Pipeline
13 37 (10.69%) LLM
13 37 (10.69%) Low Latency
14 33 (9.54%) Statistics
15 32 (9.25%) Data Analysis
16 31 (8.96%) Agile
17 30 (8.67%) Data Engineering
18 28 (8.09%) Workflow
19 27 (7.80%) Microservices
Programming Languages
1 157 (45.38%) Python
2 61 (17.63%) Java
2 61 (17.63%) SQL
3 43 (12.43%) C++
4 33 (9.54%) C#
5 30 (8.67%) MATLAB
6 21 (6.07%) Ada
7 19 (5.49%) TypeScript
8 15 (4.34%) R
9 11 (3.18%) Kotlin
9 11 (3.18%) PowerShell
10 9 (2.60%) C
10 9 (2.60%) Rust
11 8 (2.31%) JavaScript
12 6 (1.73%) Go
13 4 (1.16%) Bash
14 3 (0.87%) SPARQL
14 3 (0.87%) SystemVerilog
14 3 (0.87%) Tcl
15 1 (0.29%) Shell Script
Qualifications
1 61 (17.63%) Degree
2 45 (13.01%) Security Cleared
3 25 (7.23%) SC Cleared
4 18 (5.20%) Master's Degree
5 16 (4.62%) Computer Science Degree
6 15 (4.34%) BPSS Clearance
7 11 (3.18%) PhD
8 9 (2.60%) Numerate Degree
9 6 (1.73%) DBS Check
9 6 (1.73%) DV Cleared
10 5 (1.45%) CISSP
11 4 (1.16%) CISM
11 4 (1.16%) GIAC
12 3 (0.87%) Cisco Certification
12 3 (0.87%) HNC
12 3 (0.87%) HND
13 2 (0.58%) CCDP
13 2 (0.58%) CCIE
13 2 (0.58%) CESG Certified Professional
13 2 (0.58%) CHECK Team Leader
Quality Assurance & Compliance
1 9 (2.60%) Accessibility
1 9 (2.60%) Data Quality
2 8 (2.31%) QA
3 5 (1.45%) ISO/IEC 27001
3 5 (1.45%) NIST
4 4 (1.16%) Actionable Recommendations
5 3 (0.87%) Disclosure Scotland
5 3 (0.87%) DO-254
5 3 (0.87%) PCI DSS
5 3 (0.87%) SLA
6 2 (0.58%) JSP 440
6 2 (0.58%) NCSC
6 2 (0.58%) RMADS
7 1 (0.29%) GDPR
System Software
1 40 (11.56%) Docker
2 7 (2.02%) Firmware
3 1 (0.29%) Active Directory
3 1 (0.29%) Oracle RAC
3 1 (0.29%) Squid
Systems Management
1 23 (6.65%) Kubernetes
2 10 (2.89%) Grafana
3 8 (2.31%) Terraform
4 3 (0.87%) Ansible
4 3 (0.87%) Kubeflow
4 3 (0.87%) Single Sign-On
5 2 (0.58%) 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 22 (6.36%) Databricks
2 17 (4.91%) Microsoft
3 13 (3.76%) IBM
4 11 (3.18%) SAP
5 10 (2.89%) MathWorks
6 9 (2.60%) Google
7 7 (2.02%) Solace
8 6 (1.73%) Thales
9 5 (1.45%) F5
9 5 (1.45%) IFS
9 5 (1.45%) Oracle
10 4 (1.16%) AppDynamics
10 4 (1.16%) Bloomberg
10 4 (1.16%) Charles River
10 4 (1.16%) ION Trading
10 4 (1.16%) OpenAI
10 4 (1.16%) Splunk
11 3 (0.87%) Altera
11 3 (0.87%) Microsemi
11 3 (0.87%) Xilinx