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

6 months to
7 May 2026
Same period 2025 Same period 2024
Rank 314 242 268
Rank change year-on-year -72 +26 +21
Contract jobs citing Algorithms 345 296 367
As % of all contract jobs in the UK 0.72% 1.01% 0.85%
As % of the Miscellaneous category 2.25% 2.97% 2.78%
Number of daily rates quoted 184 170 231
10th Percentile £198 £413 £400
25th Percentile £400 £480 £475
Median daily rate (50th Percentile) £550 £600 £588
Median % change year-on-year -8.33% +2.13% -6.00%
75th Percentile £725 £700 £738
90th Percentile £881 £850 £875
UK excluding London median daily rate £432 £550 £500
% change year-on-year -21.41% +10.00% -9.09%
Number of hourly rates quoted 52 22 55
10th Percentile £53.53 £23.07 £33.56
25th Percentile £62.19 £34.97 £47.75
Median hourly rate £65.00 £53.75 £55.00
Median % change year-on-year +20.93% -2.27% +150.00%
75th Percentile £70.00 £74.69 £58.75
90th Percentile £87.78 £78.33 £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 15,333 9,957 13,200
As % of all contract IT jobs advertised in the UK 32.15% 34.00% 30.42%
Number of daily rates quoted 9,536 6,356 8,503
10th Percentile £306 £300 £263
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.42% -2.18%
75th Percentile £625 £650 £660
90th Percentile £738 £775 £800
UK excluding London median daily rate £475 £494 £500
% change year-on-year -3.85% -1.20% -
Number of hourly rates quoted 724 402 908
10th Percentile £16.01 £16.95 £12.25
25th Percentile £19.85 £21.06 £15.17
Median hourly rate £45.00 £32.50 £30.14
Median % change year-on-year +38.46% +7.83% +34.04%
75th Percentile £70.00 £63.75 £61.30
90th Percentile £87.05 £83.13 £70.00
UK excluding London median hourly rate £50.00 £31.76 £28.25
% change year-on-year +57.43% +12.42% +28.41%

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 7 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 7 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 7 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 -57 290 £550 -15.38% 275
London -43 152 £625 -3.85% 102
UK excluding London -81 150 £432 -21.41% 211
Work from Home -13 101 £625 +19.05% 82
South West +2 47 £500 -25.09% 31
South East -30 38 £550 +10.00% 79
East of England -38 23 £345 -46.92% 36
North of England -61 16 £358 -35.70% 29
Scotland -9 13 £569 +33.88% 11
Yorkshire -41 11 £408 - 8
West Midlands -55 6 £463 - 9
Midlands -71 6 £463 +560.71% 23
Wales -20 5 £475 -17.39% 3
North West -51 5 £355 -35.45% 13
Northern Ireland -1 2 - - 4

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 20 (5.80%) Apache Airflow
2 19 (5.51%) Apache Spark
3 9 (2.61%) Apache
4 7 (2.03%) 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 (3.48%) Microsoft Excel
2 6 (1.74%) CPLEX
3 5 (1.45%) Microsoft Office
4 4 (1.16%) Microsoft PowerPoint
4 4 (1.16%) Simulink
5 3 (0.87%) LaTeX
6 2 (0.58%) Chatbot
Business Applications
1 11 (3.19%) SAP IBP
2 6 (1.74%) ProductWriter
3 4 (1.16%) Bloomberg AIM
3 4 (1.16%) Fidessa
4 1 (0.29%) SAP APO
Cloud Services
1 69 (20.00%) AWS
2 49 (14.20%) Azure
3 29 (8.41%) GCP
4 16 (4.64%) Amazon ECS
4 16 (4.64%) Power Platform
5 13 (3.77%) Amazon SageMaker
5 13 (3.77%) AWS Lambda
5 13 (3.77%) Dagster
5 13 (3.77%) Serverless
6 11 (3.19%) Amazon EKS
6 11 (3.19%) Cloud Computing
7 9 (2.61%) Amazon CloudWatch
7 9 (2.61%) Amazon S3
8 8 (2.32%) GitHub
8 8 (2.32%) Vertex AI
9 7 (2.03%) GitHub Actions
10 6 (1.74%) Snowflake
11 5 (1.45%) Azure DevOps
12 4 (1.16%) AWS CloudFormation
12 4 (1.16%) Azure Machine Learning
Communications & Networking
1 12 (3.48%) HTTP
2 5 (1.45%) BIG-IP
2 5 (1.45%) F5 BIG-IP LTM
2 5 (1.45%) Firewall
2 5 (1.45%) Network Security
2 5 (1.45%) SSL
3 4 (1.16%) Ethernet
3 4 (1.16%) S/MIME
3 4 (1.16%) VPN
4 3 (0.87%) DNS
4 3 (0.87%) HTTPS
4 3 (0.87%) Multicast
4 3 (0.87%) TCP/IP
5 2 (0.58%) Ethernet VPN
5 2 (0.58%) IPsec
5 2 (0.58%) LAN
5 2 (0.58%) Reverse Proxy
5 2 (0.58%) SD-WAN
5 2 (0.58%) VXLAN
5 2 (0.58%) WAN
Database & Business Intelligence
1 17 (4.93%) Big Data
2 16 (4.64%) Power BI
3 13 (3.77%) Hadoop
3 13 (3.77%) Tableau
4 12 (3.48%) NoSQL
5 10 (2.90%) PostgreSQL
6 7 (2.03%) KDB
6 7 (2.03%) Relational Database
6 7 (2.03%) SQL Server
7 6 (1.74%) Data Lake
7 6 (1.74%) MongoDB
8 4 (1.16%) Amazon Athena
8 4 (1.16%) Data Warehouse
8 4 (1.16%) Pinecone
8 4 (1.16%) Weaviate
9 3 (0.87%) Delta Lake
9 3 (0.87%) Kdb+
10 2 (0.58%) Neo4j
10 2 (0.58%) Power Query
10 2 (0.58%) Spark SQL
Development Applications
1 31 (8.99%) Git
2 13 (3.77%) MLflow
3 12 (3.48%) GitLab
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%) Cypress.io
6 1 (0.29%) Eclipse
6 1 (0.29%) Hardhat
6 1 (0.29%) Jenkins
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 68 (19.71%) Social Skills
2 57 (16.52%) Analytical Skills
3 43 (12.46%) Finance
4 29 (8.41%) Banking
5 22 (6.38%) Front Office
6 17 (4.93%) Public Sector
7 13 (3.77%) Investment Banking
8 9 (2.61%) Aerospace
9 6 (1.74%) Aviation
9 6 (1.74%) Electronics
9 6 (1.74%) Telecoms
10 5 (1.45%) Inclusion and Diversity
10 5 (1.45%) Law
10 5 (1.45%) Retail
11 4 (1.16%) Documentation Skills
11 4 (1.16%) Games
11 4 (1.16%) Police
11 4 (1.16%) Presentation Skills
12 3 (0.87%) Marketing
13 2 (0.58%) Influencing Skills
Job Titles
1 83 (24.06%) Developer
2 60 (17.39%) Software Engineer
3 52 (15.07%) Senior
4 41 (11.88%) Data Scientist
5 31 (8.99%) Algorithm Engineer
6 29 (8.41%) Python Developer
7 19 (5.51%) Architect
8 17 (4.93%) Artificial Intelligence Engineer
9 16 (4.64%) C++ Developer
9 16 (4.64%) Java Developer
10 14 (4.06%) Lead
11 13 (3.77%) Consultant
11 13 (3.77%) Quantitative Developer
11 13 (3.77%) Senior Developer
12 12 (3.48%) C++ Software Engineer
13 10 (2.90%) SAP Consultant
14 9 (2.61%) Robotics Engineer
14 9 (2.61%) Senior Software Engineer
15 8 (2.32%) Data Engineer
15 8 (2.32%) Solutions Architect
Libraries, Frameworks & Software Standards
1 39 (11.30%) PyTorch
2 33 (9.57%) TensorFlow
3 32 (9.28%) Pandas
3 32 (9.28%) scikit-learn
4 27 (7.83%) NumPy
5 19 (5.51%) FIX Protocol
6 15 (4.35%) Kafka
7 13 (3.77%) REST
8 12 (3.48%) React
9 11 (3.19%) FastAPI
9 11 (3.19%) Hugging Face
9 11 (3.19%) PySpark
9 11 (3.19%) Seaborn
10 10 (2.90%) Matplotlib
10 10 (2.90%) Spring
10 10 (2.90%) Spring Boot
11 8 (2.32%) LangChain
12 7 (2.03%) .NET
12 7 (2.03%) RESTful
12 7 (2.03%) XGBoost
Miscellaneous
1 61 (17.68%) Data Structures
2 30 (8.70%) Distributed Systems
3 24 (6.96%) Equities
4 18 (5.22%) Robotics
5 17 (4.93%) Derivative
6 16 (4.64%) Foreign Exchange (FX)
7 11 (3.19%) Cloud Native
7 11 (3.19%) Product Ownership
8 10 (2.90%) PKI
9 8 (2.32%) AI Agents
9 8 (2.32%) Data Protection Act
9 8 (2.32%) Fixed Income
10 7 (2.03%) Equity Derivative
11 6 (1.74%) Legacy Systems
12 5 (1.45%) FPGA
13 4 (1.16%) Hybrid Cloud
13 4 (1.16%) IoT
13 4 (1.16%) PCIe
13 4 (1.16%) Smartcard
13 4 (1.16%) Verilog
Operating Systems
1 13 (3.77%) Linux
2 2 (0.58%) 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
1 141 (40.87%) Machine Learning
2 95 (27.54%) AI
3 88 (25.51%) Software Engineering
4 76 (22.03%) CI/CD
5 74 (21.45%) Computer Science
6 71 (20.58%) Data Science
7 59 (17.10%) Analytics
7 59 (17.10%) Problem-Solving
8 46 (13.33%) Mathematics
9 41 (11.88%) Containerisation
9 41 (11.88%) Data Pipeline
10 38 (11.01%) LLM
11 37 (10.72%) Data Analysis
12 36 (10.43%) Agile
13 35 (10.14%) Multithreading
13 35 (10.14%) Statistics
14 33 (9.57%) Visualisation
15 32 (9.28%) Low Latency
16 31 (8.99%) Data Engineering
17 28 (8.12%) Workflow
Programming Languages
1 162 (46.96%) Python
2 61 (17.68%) SQL
3 56 (16.23%) Java
4 39 (11.30%) C++
5 31 (8.99%) MATLAB
6 30 (8.70%) C#
7 21 (6.09%) Ada
8 17 (4.93%) TypeScript
9 16 (4.64%) R
10 11 (3.19%) Kotlin
11 9 (2.61%) C
11 9 (2.61%) PowerShell
12 7 (2.03%) JavaScript
12 7 (2.03%) Rust
13 6 (1.74%) Go
14 4 (1.16%) Bash
14 4 (1.16%) SystemVerilog
14 4 (1.16%) Tcl
15 2 (0.58%) Data Analysis Expressions
16 1 (0.29%) Shell Script
Qualifications
1 64 (18.55%) Degree
2 44 (12.75%) Security Cleared
3 23 (6.67%) SC Cleared
4 18 (5.22%) Master's Degree
5 17 (4.93%) Computer Science Degree
6 16 (4.64%) BPSS Clearance
7 10 (2.90%) PhD
8 9 (2.61%) Numerate Degree
9 6 (1.74%) DV Cleared
10 5 (1.45%) CISSP
10 5 (1.45%) DBS Check
11 4 (1.16%) CISM
11 4 (1.16%) GIAC
11 4 (1.16%) HNC
11 4 (1.16%) HND
12 3 (0.87%) Cisco Certification
13 2 (0.58%) CCIE Security
13 2 (0.58%) CESG Certified Professional
13 2 (0.58%) CHECK Team Leader
13 2 (0.58%) CREST Certified
Quality Assurance & Compliance
1 10 (2.90%) Data Quality
2 9 (2.61%) Accessibility
3 8 (2.32%) QA
4 5 (1.45%) ISO/IEC 27001
4 5 (1.45%) NIST
5 4 (1.16%) Actionable Recommendations
5 4 (1.16%) DO-254
6 3 (0.87%) Disclosure Scotland
6 3 (0.87%) PCI DSS
6 3 (0.87%) SLA
7 2 (0.58%) JSP 440
7 2 (0.58%) NCSC
7 2 (0.58%) RMADS
8 1 (0.29%) GDPR
System Software
1 38 (11.01%) Docker
2 8 (2.32%) Firmware
3 1 (0.29%) Active Directory
3 1 (0.29%) Oracle RAC
3 1 (0.29%) Squid
Systems Management
1 22 (6.38%) Kubernetes
2 10 (2.90%) Grafana
3 8 (2.32%) Terraform
4 4 (1.16%) Kubeflow
5 3 (0.87%) Ansible
5 3 (0.87%) Single Sign-On
6 2 (0.58%) Prometheus
7 1 (0.29%) Data Guard
7 1 (0.29%) HP Fortify
7 1 (0.29%) Istio
7 1 (0.29%) Kibana
7 1 (0.29%) logstash
7 1 (0.29%) Oracle ZFS
Vendors
1 21 (6.09%) Databricks
2 14 (4.06%) IBM
3 13 (3.77%) Microsoft
4 11 (3.19%) SAP
5 10 (2.90%) Google
5 10 (2.90%) MathWorks
6 7 (2.03%) Solace
7 6 (1.74%) Thales
8 5 (1.45%) F5
8 5 (1.45%) IFS
8 5 (1.45%) Oracle
9 4 (1.16%) Actel
9 4 (1.16%) Altera
9 4 (1.16%) AppDynamics
9 4 (1.16%) Bloomberg
9 4 (1.16%) Charles River
9 4 (1.16%) Intel
9 4 (1.16%) ION Trading
9 4 (1.16%) Splunk
9 4 (1.16%) Xilinx