Algorithms
UK

The table below looks at the prevalence of the term Algorithms in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that cited Algorithms over the 6 months leading up to 25 August 2026, comparing them to the same period in the previous two years.

6 months to
25 Aug 2026
Same period 2025 Same period 2024
Rank 345 230 141
Rank change year-on-year -115 -89 +147
Permanent jobs citing Algorithms 590 696 1,479
As % of all permanent jobs in the UK 0.54% 1.39% 1.77%
As % of the Miscellaneous category 2.09% 3.38% 5.45%
Number of salaries quoted 375 277 453
10th Percentile £33,750 £37,154 £39,500
25th Percentile £49,805 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £68,000 £63,000
Median % change year-on-year -4.41% +7.94% -13.10%
75th Percentile £80,000 £105,000 £80,000
90th Percentile £100,000 £125,000 £99,495
UK excluding London median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% -0.83%

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 permanent job vacancies requiring generic IT skills.

Permanent vacancies with a requirement for generic IT skills 28,222 20,566 27,136
As % of all permanent jobs advertised in the UK 25.94% 41.19% 32.49%
Number of salaries quoted 17,686 10,385 15,582
10th Percentile £31,125 £28,750 £30,781
25th Percentile £41,250 £36,925 £41,750
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% -8.36%
75th Percentile £80,000 £77,500 £80,000
90th Percentile £100,000 £102,500 £105,000
UK excluding London median annual salary £52,500 £47,500 £50,055
% change year-on-year +10.53% -5.10% -8.99%

Algorithms
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Algorithms relative to all permanent IT jobs advertised.

Algorithms job vacancy trend in the UK

Algorithms
Salary Trend

Salary distribution trend for jobs in the UK citing Algorithms.

Salary distribution trend for jobs in the UK citing Algorithms

Algorithms
Salary Histogram

Salary distribution for jobs citing Algorithms over the 6 months to 25 August 2026.

Salary histogram for Algorithms in the UK

Algorithms
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the UK over the 6 months to 25 August 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -76 551 £66,250 -5.36% 762
UK excluding London -90 372 £60,000 +9.09% 377
London -92 203 £90,000 -18.18% 476
Work from Home -41 162 £58,000 -17.85% 305
South East -51 128 £67,500 +8.87% 95
East of England +11 100 £63,750 +15.91% 75
North of England -30 52 £52,000 +4.00% 54
South West -55 44 £58,000 +26.43% 64
Midlands -26 26 £46,500 -19.13% 30
Yorkshire -26 23 £35,000 - 16
West Midlands -26 20 £46,500 -22.50% 13
Scotland -57 18 £39,500 -40.15% 53
North West -23 16 £60,625 +21.25% 30
North East -44 13 £60,000 -47.83% 9
East Midlands -28 5 £47,500 +75.93% 17
Wales -77 2 £39,500 -36.29% 9
Northern Ireland - 2 £39,500 - 6

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 12 (2.03%) Apache Spark
2 11 (1.86%) CMS
3 10 (1.69%) Jupyter
4 9 (1.53%) Apache Airflow
5 6 (1.02%) SAS
6 3 (0.51%) Apache
7 2 (0.34%) Apache Pulsar
7 2 (0.34%) Confluence
8 1 (0.17%) ArcGIS
8 1 (0.17%) Kinematics
8 1 (0.17%) R Markdown
8 1 (0.17%) SharePoint
8 1 (0.17%) WordPress
Applications
1 12 (2.03%) Simulink
2 10 (1.69%) Chatbot
3 3 (0.51%) Blender
3 3 (0.51%) CATIA
3 3 (0.51%) Maya
4 2 (0.34%) Microsoft Excel
5 1 (0.17%) Microsoft Office
5 1 (0.17%) OrCAD
Business Applications
1 10 (1.69%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 94 (15.93%) AWS
2 62 (10.51%) Azure
3 32 (5.42%) GCP
4 17 (2.88%) GitHub
5 15 (2.54%) Google Analytics
5 15 (2.54%) SaaS
6 13 (2.20%) Google Ads
7 11 (1.86%) Cloud Computing
8 10 (1.69%) Amazon ECS
8 10 (1.69%) Power Platform
9 8 (1.36%) Snowflake
10 7 (1.19%) Amazon EKS
11 6 (1.02%) Slack
12 5 (0.85%) Prefect
12 5 (0.85%) Vertex AI
12 5 (0.85%) Virtual Private Cloud
13 4 (0.68%) Azure Data Factory
14 3 (0.51%) Amazon SageMaker
14 3 (0.51%) AWS Lambda
14 3 (0.51%) Serverless
Communications & Networking
1 20 (3.39%) Broadband
2 13 (2.20%) Multicast
3 8 (1.36%) LTE
4 7 (1.19%) 3GPP
4 7 (1.19%) 5G
4 7 (1.19%) GSM
4 7 (1.19%) Radio Access Network
4 7 (1.19%) RANAP
4 7 (1.19%) SS7
4 7 (1.19%) UMTS
4 7 (1.19%) Wireshark
5 4 (0.68%) Internet
5 4 (0.68%) Software-Defined Radio
5 4 (0.68%) Wireless
6 3 (0.51%) Wi-Fi
7 2 (0.34%) Ethernet
7 2 (0.34%) Firewall
8 1 (0.17%) FIX Connectivity
8 1 (0.17%) IPsec
8 1 (0.17%) X.509
Database & Business Intelligence
1 21 (3.56%) Metadata
2 20 (3.39%) PostgreSQL
3 14 (2.37%) Big Data
4 12 (2.03%) BigQuery
5 11 (1.86%) Elasticsearch
5 11 (1.86%) MongoDB
6 8 (1.36%) Power BI
7 7 (1.19%) Amazon RDS
7 7 (1.19%) GIS
8 5 (0.85%) NoSQL
9 4 (0.68%) Amazon Athena
9 4 (0.68%) Hadoop
9 4 (0.68%) MySQL
9 4 (0.68%) Redis
9 4 (0.68%) Relational Database
9 4 (0.68%) Tableau
10 3 (0.51%) Data Lake
10 3 (0.51%) Data Warehouse
10 3 (0.51%) DynamoDB
10 3 (0.51%) KDB
Development Applications
1 71 (12.03%) Git
2 27 (4.58%) Visual Studio Code
3 20 (3.39%) Rational DOORS
4 17 (2.88%) GitLab
4 17 (2.88%) JIRA
5 13 (2.20%) Jenkins
6 7 (1.19%) GCC
6 7 (1.19%) GDB
7 4 (0.68%) CMake
8 3 (0.51%) PetaLinux
8 3 (0.51%) Visual Studio
9 2 (0.34%) MLflow
9 2 (0.34%) Plastic SCM
9 2 (0.34%) TeamCity
10 1 (0.17%) Bitbucket
10 1 (0.17%) Rational Rhapsody
10 1 (0.17%) Valgrind
General
1 136 (23.05%) Finance
2 83 (14.07%) Social Skills
3 76 (12.88%) Analytical Skills
4 57 (9.66%) Inclusion and Diversity
5 53 (8.98%) Marketing
6 35 (5.93%) Banking
7 33 (5.59%) Retail
8 27 (4.58%) Electronics
9 24 (4.07%) Aerospace
9 24 (4.07%) Games
9 24 (4.07%) Law
10 20 (3.39%) Advertising
11 18 (3.05%) Front Office
12 16 (2.71%) Legal
13 14 (2.37%) Financial Institution
14 13 (2.20%) Manufacturing
15 11 (1.86%) Telecoms
16 9 (1.53%) Automotive
17 7 (1.19%) Investment Banking
18 6 (1.02%) Presentation Skills
Job Titles
1 161 (27.29%) Software Engineer
2 130 (22.03%) Senior
3 105 (17.80%) Developer
4 55 (9.32%) Lead
5 48 (8.14%) Senior Software Engineer
6 45 (7.63%) Python Developer
7 37 (6.27%) Embedded Engineer
7 37 (6.27%) Senior Developer
8 36 (6.10%) C++ Software Engineer
9 35 (5.93%) Data Scientist
10 26 (4.41%) Python Engineer
11 21 (3.56%) Systems Engineer
12 20 (3.39%) FPGA Engineer
13 19 (3.22%) Embedded Software Engineer
13 19 (3.22%) Python Software Engineer
13 19 (3.22%) Senior Embedded Engineer
14 18 (3.05%) Quantitative Developer
15 16 (2.71%) Senior Python Developer
15 16 (2.71%) SEO Specialist
16 15 (2.54%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 35 (5.93%) PyTorch
2 32 (5.42%) Boost C++ Libraries
3 31 (5.25%) NumPy
3 31 (5.25%) Pandas
4 26 (4.41%) React
5 25 (4.24%) TensorFlow
6 23 (3.90%) HTML
7 21 (3.56%) .NET
8 19 (3.22%) CSS
9 17 (2.88%) FIX Protocol
10 16 (2.71%) Terraform
11 15 (2.54%) REST
12 14 (2.37%) Django
12 14 (2.37%) Kafka
13 13 (2.20%) Hugging Face
13 13 (2.20%) pytest
13 13 (2.20%) Streamlit
14 12 (2.03%) scikit-learn
15 10 (1.69%) STL
15 10 (1.69%) Yocto
Miscellaneous
1 88 (14.92%) Data Structures
2 39 (6.61%) Distributed Systems
3 37 (6.27%) Embedded Systems
4 34 (5.76%) Equities
5 28 (4.75%) FPGA
6 23 (3.90%) Robotics
7 21 (3.56%) VHDL
8 20 (3.39%) Product Ownership
9 19 (3.22%) Hedge funds
10 18 (3.05%) Management Information System
11 17 (2.88%) PCIe
12 14 (2.37%) Derivative
12 14 (2.37%) Fixed Income
12 14 (2.37%) Video\Live Streaming
13 12 (2.03%) Driving Licence
13 12 (2.03%) Greenfield Project
14 10 (1.69%) NVMe
14 10 (1.69%) Renewable Energy
14 10 (1.69%) Verilog
15 9 (1.53%) Cloud Native
Operating Systems
1 66 (11.19%) Linux
2 15 (2.54%) Windows
3 10 (1.69%) Embedded Linux
4 5 (0.85%) Windows Server 2008
4 5 (0.85%) Windows Server 2012
4 5 (0.85%) Windows Server 2016
4 5 (0.85%) Windows Server 2019
5 4 (0.68%) Robot Operating System
5 4 (0.68%) Windows Server
6 3 (0.51%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 255 (43.22%) Software Engineering
2 172 (29.15%) AI
3 152 (25.76%) Computer Science
4 145 (24.58%) Machine Learning
5 105 (17.80%) Agile
5 105 (17.80%) Problem-Solving
6 103 (17.46%) Data Science
7 84 (14.24%) Analytics
8 73 (12.37%) Mathematics
9 71 (12.03%) CI/CD
10 61 (10.34%) Test Automation
11 60 (10.17%) Continuous Improvement
12 58 (9.83%) Signal Processing
13 57 (9.66%) Decision-Making
13 57 (9.66%) Mentoring
14 53 (8.98%) Validation
15 52 (8.81%) SDLC
16 51 (8.64%) Deep Learning
16 51 (8.64%) OOP
17 49 (8.31%) Low Latency
Programming Languages
1 317 (53.73%) Python
2 152 (25.76%) C++
3 57 (9.66%) C
4 52 (8.81%) C#
5 44 (7.46%) SQL
6 39 (6.61%) Java
7 26 (4.41%) TypeScript
8 25 (4.24%) MATLAB
9 24 (4.07%) JavaScript
10 21 (3.56%) Rust
11 18 (3.05%) Go
12 16 (2.71%) Embedded C++
13 13 (2.20%) Embedded C
14 12 (2.03%) Assembly Language
15 10 (1.69%) R
16 4 (0.68%) Bash
16 4 (0.68%) VBA
17 3 (0.51%) Fortran
17 3 (0.51%) Julia
18 2 (0.34%) Shell Script
Qualifications
1 159 (26.95%) Degree
2 73 (12.37%) Security Cleared
3 48 (8.14%) Computer Science Degree
4 39 (6.61%) SC Cleared
5 33 (5.59%) Master's Degree
6 29 (4.92%) DV Cleared
6 29 (4.92%) PhD
7 20 (3.39%) BPSS Clearance
8 18 (3.05%) AWS Certification
9 8 (1.36%) Numerate Degree
10 7 (1.19%) AWS Certified Cloud Practitioner
11 3 (0.51%) AWS Certified Solutions Architect
12 2 (0.34%) DBS Check
12 2 (0.34%) Microsoft Certification
13 1 (0.17%) HND
13 1 (0.17%) ITIL Certification
13 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 33 (5.59%) QA
2 16 (2.71%) Accessibility
3 11 (1.86%) GDPR
4 9 (1.53%) Data Quality
4 9 (1.53%) ISO/IEC 15288
5 6 (1.02%) Automotive SPICE
5 6 (1.02%) ISO 26262
5 6 (1.02%) MISRA
5 6 (1.02%) MISRA C
6 5 (0.85%) Actionable Recommendations
7 4 (0.68%) ISO/IEC 12207
8 1 (0.17%) AUTOSAR
8 1 (0.17%) EMIR
8 1 (0.17%) ISO 9001
8 1 (0.17%) MiFID
System Software
1 54 (9.15%) Docker
2 43 (7.29%) Firmware
3 22 (3.73%) Embedded Firmware
4 5 (0.85%) Active Directory
4 5 (0.85%) Hyper-V
4 5 (0.85%) VMware ESXi
4 5 (0.85%) VMware Infrastructure
5 2 (0.34%) Slurm Workload Manager
6 1 (0.17%) IAG
Systems Management
1 33 (5.59%) Kubernetes
2 6 (1.02%) Kubeflow
3 5 (0.85%) Ansible
3 5 (0.85%) SCCM
3 5 (0.85%) SCOM
3 5 (0.85%) Tivoli Identity Manager
4 3 (0.51%) Argo
4 3 (0.51%) Grafana
4 3 (0.51%) Prometheus
5 1 (0.17%) Functional Safety
Vendors
1 48 (8.14%) Google
2 22 (3.73%) Microsoft
3 13 (2.20%) Screaming Frog
4 11 (1.86%) IBM
4 11 (1.86%) Xilinx
5 10 (1.69%) Altera
6 9 (1.53%) Databricks
7 7 (1.19%) Ahrefs
8 6 (1.02%) Botify
8 6 (1.02%) TikTok
9 5 (0.85%) Dell
9 5 (0.85%) HP
9 5 (0.85%) McAfee
9 5 (0.85%) OpenAI
9 5 (0.85%) VMware
10 4 (0.68%) Foundry
10 4 (0.68%) Sitebulb
11 3 (0.51%) Dynatrace
11 3 (0.51%) Rockwell
11 3 (0.51%) Splunk