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

6 months to
11 May 2026
Same period 2025 Same period 2024
Rank 317 259 265
Rank change year-on-year -58 +6 +18
Contract jobs citing Algorithms 342 289 367
As % of all contract jobs in the UK 0.72% 0.98% 0.85%
As % of the Miscellaneous category 2.24% 2.89% 2.81%
Number of daily rates quoted 182 164 232
10th Percentile £198 £413 £400
25th Percentile £400 £500 £475
Median daily rate (50th Percentile) £550 £606 £593
Median % change year-on-year -9.28% +2.32% -4.24%
75th Percentile £714 £711 £747
90th Percentile £865 £850 £875
UK excluding London median daily rate £432 £550 £500
% change year-on-year -21.41% +10.00% -8.63%
Number of hourly rates quoted 53 22 55
10th Percentile £53.53 £23.07 £33.56
25th Percentile £62.50 £38.94 £47.75
Median hourly rate £65.00 £56.25 £55.00
Median % change year-on-year +15.56% +2.27% +150.00%
75th Percentile £70.00 £74.69 £58.75
90th Percentile £86.80 £78.33 £65.00
UK excluding London median hourly rate £65.00 £61.50 £55.00
% change year-on-year +5.69% +11.82% +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 15,291 9,986 13,061
As % of all contract IT jobs advertised in the UK 32.11% 33.96% 30.37%
Number of daily rates quoted 9,521 6,373 8,407
10th Percentile £308 £300 £269
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £503 £525 £540
Median % change year-on-year -4.29% -2.78% -1.82%
75th Percentile £625 £651 £663
90th Percentile £738 £775 £800
UK excluding London median daily rate £480 £490 £500
% change year-on-year -1.94% -2.10% -
Number of hourly rates quoted 723 400 904
10th Percentile £16.01 £16.95 £12.25
25th Percentile £19.85 £21.01 £15.17
Median hourly rate £45.00 £32.50 £31.25
Median % change year-on-year +38.46% +4.00% +38.98%
75th Percentile £70.00 £63.94 £61.30
90th Percentile £87.50 £83.22 £70.00
UK excluding London median hourly rate £50.00 £31.76 £29.25
% change year-on-year +57.43% +8.58% +32.95%

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 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 11 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 11 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 -58 288 £550 -15.38% 312
London -29 152 £625 -3.88% 122
UK excluding London -70 148 £432 -21.41% 235
Work from Home -14 98 £625 +13.64% 149
South West +1 48 £500 -25.09% 32
South East -43 38 £550 +10.00% 82
East of England -38 21 £280 -56.92% 55
North of England -74 15 £215 -61.30% 34
Scotland -4 13 £569 +33.88% 13
Yorkshire -43 10 £215 - 10
West Midlands -55 6 £463 - 7
Midlands -62 6 £463 +560.71% 21
Wales -18 5 £475 -17.39% 2
North West -56 5 £355 -35.45% 15
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 (5.56%) Apache Airflow
2 18 (5.26%) Apache Spark
3 9 (2.63%) Apache
4 6 (1.75%) 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 (3.51%) Microsoft Excel
2 6 (1.75%) CPLEX
3 5 (1.46%) Microsoft Office
4 4 (1.17%) Microsoft PowerPoint
5 3 (0.88%) LaTeX
5 3 (0.88%) Simulink
6 2 (0.58%) Chatbot
Business Applications
1 11 (3.22%) SAP IBP
2 6 (1.75%) ProductWriter
3 4 (1.17%) Bloomberg AIM
3 4 (1.17%) Fidessa
4 1 (0.29%) SAP APO
Cloud Services
1 67 (19.59%) AWS
2 47 (13.74%) Azure
3 26 (7.60%) GCP
4 16 (4.68%) Amazon ECS
5 13 (3.80%) AWS Lambda
5 13 (3.80%) Dagster
5 13 (3.80%) Power Platform
5 13 (3.80%) Serverless
6 12 (3.51%) Amazon SageMaker
7 11 (3.22%) Amazon EKS
8 10 (2.92%) Cloud Computing
9 9 (2.63%) Amazon CloudWatch
9 9 (2.63%) Amazon S3
10 8 (2.34%) GitHub
11 7 (2.05%) GitHub Actions
11 7 (2.05%) Vertex AI
12 6 (1.75%) Snowflake
13 5 (1.46%) Azure DevOps
14 4 (1.17%) AWS CloudFormation
14 4 (1.17%) Virtual Private Cloud
Communications & Networking
1 13 (3.80%) HTTP
2 5 (1.46%) BIG-IP
2 5 (1.46%) F5 BIG-IP LTM
2 5 (1.46%) Firewall
2 5 (1.46%) Multicast
2 5 (1.46%) Network Security
2 5 (1.46%) SSL
3 4 (1.17%) S/MIME
3 4 (1.17%) VPN
4 3 (0.88%) DNS
4 3 (0.88%) Ethernet
4 3 (0.88%) HTTPS
4 3 (0.88%) TCP/IP
5 2 (0.58%) BGP
5 2 (0.58%) IPsec
5 2 (0.58%) LAN
5 2 (0.58%) MPLS
5 2 (0.58%) OSPF
5 2 (0.58%) Reverse Proxy
5 2 (0.58%) WAN
Database & Business Intelligence
1 16 (4.68%) Big Data
2 13 (3.80%) Hadoop
2 13 (3.80%) Power BI
3 11 (3.22%) NoSQL
3 11 (3.22%) Tableau
4 10 (2.92%) PostgreSQL
5 8 (2.34%) KDB
6 7 (2.05%) Relational Database
6 7 (2.05%) SQL Server
7 6 (1.75%) MongoDB
8 5 (1.46%) Data Lake
9 4 (1.17%) Amazon Athena
9 4 (1.17%) Data Warehouse
9 4 (1.17%) Pinecone
9 4 (1.17%) Weaviate
10 3 (0.88%) Delta Lake
10 3 (0.88%) Kdb+
11 2 (0.58%) Neo4j
11 2 (0.58%) Spark SQL
12 1 (0.29%) BigQuery
Development Applications
1 32 (9.36%) Git
2 13 (3.80%) GitLab
2 13 (3.80%) MLflow
3 3 (0.88%) Visual Studio
4 2 (0.58%) Gradle
4 2 (0.58%) JUnit
4 2 (0.58%) Maven
4 2 (0.58%) TeamCity
5 1 (0.29%) Cypress.io
5 1 (0.29%) Eclipse
5 1 (0.29%) Hardhat
5 1 (0.29%) Jenkins
5 1 (0.29%) JIRA
5 1 (0.29%) Octopus Deploy
5 1 (0.29%) Oracle Forms
5 1 (0.29%) Postman
5 1 (0.29%) REST Assured
5 1 (0.29%) Selenium
5 1 (0.29%) SoapUI
5 1 (0.29%) webpack
General
1 68 (19.88%) Social Skills
2 58 (16.96%) Analytical Skills
3 42 (12.28%) Finance
4 31 (9.06%) Banking
5 24 (7.02%) Front Office
6 16 (4.68%) Investment Banking
6 16 (4.68%) Public Sector
7 9 (2.63%) Aerospace
8 6 (1.75%) Aviation
9 5 (1.46%) Electronics
9 5 (1.46%) Inclusion and Diversity
9 5 (1.46%) Law
9 5 (1.46%) Retail
9 5 (1.46%) Telecoms
10 4 (1.17%) Documentation Skills
10 4 (1.17%) Police
10 4 (1.17%) Presentation Skills
11 3 (0.88%) Games
11 3 (0.88%) Marketing
12 2 (0.58%) Billing
Job Titles
1 84 (24.56%) Developer
2 61 (17.84%) Software Engineer
3 54 (15.79%) Senior
4 40 (11.70%) Data Scientist
5 32 (9.36%) Algorithm Engineer
6 28 (8.19%) Python Developer
7 19 (5.56%) Architect
8 18 (5.26%) Java Developer
9 17 (4.97%) Artificial Intelligence Engineer
10 15 (4.39%) C++ Developer
11 14 (4.09%) C++ Software Engineer
11 14 (4.09%) Senior Developer
12 13 (3.80%) Consultant
13 12 (3.51%) Lead
13 12 (3.51%) Quantitative Developer
14 10 (2.92%) SAP Consultant
14 10 (2.92%) Senior Software Engineer
15 8 (2.34%) Robotics Engineer
15 8 (2.34%) Solutions Architect
16 7 (2.05%) Gen AI Engineer
Libraries, Frameworks & Software Standards
1 38 (11.11%) PyTorch
2 32 (9.36%) TensorFlow
3 30 (8.77%) Pandas
4 29 (8.48%) scikit-learn
5 26 (7.60%) NumPy
6 22 (6.43%) FIX Protocol
7 15 (4.39%) Kafka
8 13 (3.80%) React
8 13 (3.80%) REST
9 11 (3.22%) FastAPI
9 11 (3.22%) Hugging Face
9 11 (3.22%) PySpark
10 10 (2.92%) Seaborn
10 10 (2.92%) Spring
10 10 (2.92%) Spring Boot
11 8 (2.34%) Matplotlib
12 7 (2.05%) .NET
12 7 (2.05%) LangChain
12 7 (2.05%) RESTful
13 6 (1.75%) Django
Miscellaneous
1 61 (17.84%) Data Structures
2 33 (9.65%) Distributed Systems
3 25 (7.31%) Equities
4 18 (5.26%) Foreign Exchange (FX)
5 17 (4.97%) Derivative
5 17 (4.97%) Robotics
6 11 (3.22%) Cloud Native
7 10 (2.92%) PKI
7 10 (2.92%) Product Ownership
8 8 (2.34%) AI Agents
8 8 (2.34%) Data Protection Act
8 8 (2.34%) Fixed Income
9 7 (2.05%) Equity Derivative
10 6 (1.75%) Legacy Systems
11 4 (1.17%) Distributed Denial-of-Service
11 4 (1.17%) FPGA
11 4 (1.17%) Hybrid Cloud
11 4 (1.17%) Self-Motivation
11 4 (1.17%) Smartcard
12 3 (0.88%) IoT
Operating Systems
1 12 (3.51%) 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
1 135 (39.47%) Machine Learning
2 92 (26.90%) AI
3 90 (26.32%) Software Engineering
4 77 (22.51%) CI/CD
5 70 (20.47%) Computer Science
6 69 (20.18%) Data Science
7 59 (17.25%) Problem-Solving
8 55 (16.08%) Analytics
9 46 (13.45%) Mathematics
10 41 (11.99%) Containerisation
10 41 (11.99%) Data Pipeline
11 37 (10.82%) LLM
11 37 (10.82%) Multithreading
12 35 (10.23%) Agile
12 35 (10.23%) Data Analysis
13 34 (9.94%) Low Latency
13 34 (9.94%) Statistics
14 31 (9.06%) Data Engineering
15 30 (8.77%) Visualisation
16 28 (8.19%) Workflow
Programming Languages
1 157 (45.91%) Python
2 59 (17.25%) Java
3 58 (16.96%) SQL
4 40 (11.70%) C++
5 32 (9.36%) C#
6 30 (8.77%) MATLAB
7 21 (6.14%) Ada
8 18 (5.26%) TypeScript
9 15 (4.39%) R
10 11 (3.22%) Kotlin
11 10 (2.92%) PowerShell
12 9 (2.63%) C
13 8 (2.34%) JavaScript
13 8 (2.34%) Rust
14 6 (1.75%) Go
15 4 (1.17%) Bash
16 3 (0.88%) SystemVerilog
16 3 (0.88%) Tcl
17 1 (0.29%) DAML
17 1 (0.29%) Solidity
Qualifications
1 61 (17.84%) Degree
2 43 (12.57%) Security Cleared
3 23 (6.73%) SC Cleared
4 17 (4.97%) Master's Degree
5 16 (4.68%) Computer Science Degree
6 15 (4.39%) BPSS Clearance
7 10 (2.92%) PhD
8 9 (2.63%) Numerate Degree
9 6 (1.75%) DV Cleared
10 5 (1.46%) CISSP
10 5 (1.46%) DBS Check
11 4 (1.17%) CISM
11 4 (1.17%) GIAC
12 3 (0.88%) Cisco Certification
12 3 (0.88%) HNC
12 3 (0.88%) 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 (2.63%) Accessibility
1 9 (2.63%) Data Quality
2 7 (2.05%) QA
3 5 (1.46%) ISO/IEC 27001
3 5 (1.46%) NIST
4 4 (1.17%) Actionable Recommendations
5 3 (0.88%) Disclosure Scotland
5 3 (0.88%) DO-254
5 3 (0.88%) PCI DSS
5 3 (0.88%) 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 39 (11.40%) Docker
2 7 (2.05%) Firmware
3 1 (0.29%) Active Directory
3 1 (0.29%) Oracle RAC
3 1 (0.29%) Squid
Systems Management
1 22 (6.43%) Kubernetes
2 10 (2.92%) Grafana
3 8 (2.34%) Terraform
4 3 (0.88%) Ansible
4 3 (0.88%) Kubeflow
4 3 (0.88%) 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 21 (6.14%) Databricks
2 14 (4.09%) Microsoft
3 13 (3.80%) IBM
4 11 (3.22%) SAP
5 10 (2.92%) MathWorks
6 9 (2.63%) Google
7 7 (2.05%) Solace
8 6 (1.75%) Thales
9 5 (1.46%) F5
9 5 (1.46%) IFS
9 5 (1.46%) Oracle
10 4 (1.17%) AppDynamics
10 4 (1.17%) Bloomberg
10 4 (1.17%) Charles River
10 4 (1.17%) ION Trading
10 4 (1.17%) OpenAI
10 4 (1.17%) Splunk
11 3 (0.88%) Altera
11 3 (0.88%) Microsemi
11 3 (0.88%) Xilinx