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

6 months to
22 Aug 2026
Same period 2025 Same period 2024
Rank 335 231 139
Rank change year-on-year -104 -92 +152
Permanent jobs citing Algorithms 589 703 1,510
As % of all permanent jobs in the UK 0.55% 1.41% 1.82%
As % of the Miscellaneous category 2.10% 3.42% 5.57%
Number of salaries quoted 373 280 454
10th Percentile £33,750 £37,357 £39,500
25th Percentile £50,000 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £67,750 £63,000
Median % change year-on-year -4.06% +7.54% -10.64%
75th Percentile £81,250 £105,000 £80,000
90th Percentile £100,000 £125,250 £99,367
UK excluding London median annual salary £60,000 £57,500 £60,000
% change year-on-year +4.35% -4.17% -

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 28,082 20,539 27,103
As % of all permanent jobs advertised in the UK 26.02% 41.21% 32.62%
Number of salaries quoted 17,626 10,337 15,729
10th Percentile £31,188 £28,750 £30,500
25th Percentile £41,250 £37,000 £41,263
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% -8.73%
75th Percentile £80,000 £77,500 £80,000
90th Percentile £100,000 £102,500 £103,750
UK excluding London median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -5.00% -9.09%

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 22 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 22 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 -91 545 £67,500 -3.57% 254
UK excluding London -99 364 £60,000 +4.35% 221
London -86 205 £90,000 -18.18% 66
Work from Home -40 162 £58,000 -17.85% 86
South East -41 125 £67,500 +8.87% 76
East of England +4 97 £65,000 +18.18% 46
North of England -37 51 £56,000 +12.00% 40
South West -59 44 £58,000 +26.43% 27
Midlands -37 25 £43,000 -28.33% 30
Yorkshire -21 22 £37,500 +7.14% 14
West Midlands -18 19 £43,000 -28.33% 11
Scotland -49 18 £39,500 -40.15% 9
North West -19 16 £60,625 +21.25% 13
North East -41 13 £60,000 -47.83% 15
East Midlands -28 5 £47,500 +75.93% 19
Wales -67 2 £39,500 -36.29% 2
Northern Ireland - 2 £39,500 - 1

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 (2.04%) Apache Spark
2 11 (1.87%) Jupyter
3 10 (1.70%) CMS
4 9 (1.53%) Apache Airflow
5 6 (1.02%) SAS
6 4 (0.68%) ArcGIS
7 3 (0.51%) Apache
8 2 (0.34%) Apache Pulsar
8 2 (0.34%) Confluence
9 1 (0.17%) Kinematics
9 1 (0.17%) R Markdown
9 1 (0.17%) SharePoint
Applications
1 12 (2.04%) Simulink
2 11 (1.87%) 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 (1.70%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
Cloud Services
1 98 (16.64%) AWS
2 65 (11.04%) Azure
3 32 (5.43%) GCP
4 17 (2.89%) GitHub
5 15 (2.55%) SaaS
6 14 (2.38%) Google Analytics
7 13 (2.21%) Google Ads
8 12 (2.04%) Cloud Computing
9 10 (1.70%) Amazon ECS
9 10 (1.70%) Power Platform
10 8 (1.36%) Snowflake
11 7 (1.19%) Amazon EKS
12 6 (1.02%) Slack
13 5 (0.85%) Prefect
13 5 (0.85%) Vertex AI
13 5 (0.85%) Virtual Private Cloud
14 4 (0.68%) Azure Data Factory
15 3 (0.51%) Amazon SageMaker
15 3 (0.51%) AWS Lambda
15 3 (0.51%) Serverless
Communications & Networking
1 20 (3.40%) Broadband
2 13 (2.21%) 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%) IPsec
8 1 (0.17%) RS-422
8 1 (0.17%) X.509
Database & Business Intelligence
1 21 (3.57%) Metadata
2 20 (3.40%) PostgreSQL
3 14 (2.38%) Big Data
4 12 (2.04%) BigQuery
5 11 (1.87%) Elasticsearch
5 11 (1.87%) MongoDB
6 10 (1.70%) GIS
7 8 (1.36%) Power BI
8 7 (1.19%) Amazon RDS
9 5 (0.85%) NoSQL
10 4 (0.68%) Amazon Athena
10 4 (0.68%) Hadoop
10 4 (0.68%) MySQL
10 4 (0.68%) QGIS
10 4 (0.68%) Redis
10 4 (0.68%) Relational Database
10 4 (0.68%) Spatial Data
10 4 (0.68%) Tableau
11 3 (0.51%) Data Lake
11 3 (0.51%) KDB
Development Applications
1 71 (12.05%) Git
2 28 (4.75%) Visual Studio Code
3 20 (3.40%) Rational DOORS
4 17 (2.89%) GitLab
4 17 (2.89%) JIRA
5 13 (2.21%) 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
1 138 (23.43%) Finance
2 80 (13.58%) Social Skills
3 76 (12.90%) Analytical Skills
4 56 (9.51%) Inclusion and Diversity
5 51 (8.66%) Marketing
6 34 (5.77%) Banking
7 33 (5.60%) Retail
8 27 (4.58%) Electronics
9 24 (4.07%) Aerospace
9 24 (4.07%) Games
10 23 (3.90%) Law
11 19 (3.23%) Advertising
12 18 (3.06%) Front Office
13 16 (2.72%) Legal
14 14 (2.38%) Financial Institution
14 14 (2.38%) Manufacturing
15 11 (1.87%) Telecoms
16 9 (1.53%) Automotive
17 7 (1.19%) Investment Banking
18 6 (1.02%) Presentation Skills
Job Titles
1 162 (27.50%) Software Engineer
2 131 (22.24%) Senior
3 107 (18.17%) Developer
4 53 (9.00%) Lead
5 48 (8.15%) Senior Software Engineer
6 46 (7.81%) Python Developer
7 38 (6.45%) Senior Developer
8 37 (6.28%) C++ Software Engineer
8 37 (6.28%) Embedded Engineer
9 35 (5.94%) Data Scientist
10 26 (4.41%) Python Engineer
11 20 (3.40%) FPGA Engineer
11 20 (3.40%) Systems Engineer
12 19 (3.23%) Embedded Software Engineer
12 19 (3.23%) Python Software Engineer
12 19 (3.23%) Senior Embedded Engineer
13 18 (3.06%) Quantitative Developer
14 16 (2.72%) Senior Python Developer
14 16 (2.72%) SEO Specialist
15 15 (2.55%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 37 (6.28%) PyTorch
2 32 (5.43%) Boost C++ Libraries
2 32 (5.43%) NumPy
2 32 (5.43%) Pandas
3 26 (4.41%) React
4 24 (4.07%) TensorFlow
5 23 (3.90%) HTML
6 21 (3.57%) .NET
7 19 (3.23%) CSS
8 17 (2.89%) FIX Protocol
9 16 (2.72%) Terraform
10 15 (2.55%) REST
11 14 (2.38%) Django
11 14 (2.38%) Hugging Face
11 14 (2.38%) Kafka
11 14 (2.38%) Streamlit
12 13 (2.21%) pytest
12 13 (2.21%) scikit-learn
13 10 (1.70%) Yocto
14 9 (1.53%) Google JAX
Miscellaneous
1 90 (15.28%) Data Structures
2 42 (7.13%) Distributed Systems
3 37 (6.28%) Embedded Systems
4 34 (5.77%) Equities
5 28 (4.75%) FPGA
6 22 (3.74%) Robotics
7 21 (3.57%) VHDL
8 20 (3.40%) Product Ownership
9 19 (3.23%) Hedge funds
10 18 (3.06%) Management Information System
11 17 (2.89%) PCIe
12 14 (2.38%) Derivative
12 14 (2.38%) Fixed Income
12 14 (2.38%) Video\Live Streaming
13 12 (2.04%) Driving Licence
13 12 (2.04%) Greenfield Project
14 10 (1.70%) NVMe
14 10 (1.70%) Renewable Energy
14 10 (1.70%) Verilog
15 9 (1.53%) Public Cloud
Operating Systems
1 66 (11.21%) Linux
2 14 (2.38%) Windows
3 10 (1.70%) 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
1 254 (43.12%) Software Engineering
2 170 (28.86%) AI
3 152 (25.81%) Computer Science
4 146 (24.79%) Machine Learning
5 106 (18.00%) Data Science
6 105 (17.83%) Agile
6 105 (17.83%) Problem-Solving
7 85 (14.43%) Analytics
8 71 (12.05%) CI/CD
8 71 (12.05%) Mathematics
9 61 (10.36%) Test Automation
10 59 (10.02%) Continuous Improvement
11 58 (9.85%) Signal Processing
12 56 (9.51%) Decision-Making
12 56 (9.51%) Mentoring
12 56 (9.51%) Validation
13 52 (8.83%) SDLC
14 51 (8.66%) OOP
15 49 (8.32%) Deep Learning
15 49 (8.32%) Low Latency
Programming Languages
1 322 (54.67%) Python
2 152 (25.81%) C++
3 57 (9.68%) C
4 52 (8.83%) C#
5 44 (7.47%) SQL
6 39 (6.62%) Java
7 26 (4.41%) TypeScript
8 24 (4.07%) JavaScript
8 24 (4.07%) MATLAB
9 23 (3.90%) Rust
10 18 (3.06%) Go
11 16 (2.72%) Embedded C++
12 13 (2.21%) Embedded C
13 12 (2.04%) Assembly Language
14 10 (1.70%) R
15 4 (0.68%) Bash
15 4 (0.68%) VBA
16 3 (0.51%) Fortran
16 3 (0.51%) Julia
17 2 (0.34%) Shell Script
Qualifications
1 156 (26.49%) Degree
2 71 (12.05%) Security Cleared
3 48 (8.15%) Computer Science Degree
4 38 (6.45%) SC Cleared
5 33 (5.60%) Master's Degree
6 29 (4.92%) DV Cleared
7 28 (4.75%) PhD
8 20 (3.40%) BPSS Clearance
9 19 (3.23%) AWS Certification
10 8 (1.36%) AWS Certified Cloud Practitioner
10 8 (1.36%) Numerate Degree
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 35 (5.94%) QA
2 19 (3.23%) Accessibility
3 11 (1.87%) 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 (9.17%) Docker
2 43 (7.30%) Firmware
3 22 (3.74%) 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 (5.60%) 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 47 (7.98%) Google
2 23 (3.90%) Microsoft
3 12 (2.04%) Screaming Frog
4 11 (1.87%) IBM
4 11 (1.87%) Xilinx
5 10 (1.70%) Altera
6 9 (1.53%) Databricks
7 6 (1.02%) Ahrefs
7 6 (1.02%) Botify
8 5 (0.85%) Dell
8 5 (0.85%) HP
8 5 (0.85%) McAfee
8 5 (0.85%) OpenAI
8 5 (0.85%) TikTok
8 5 (0.85%) VMware
9 4 (0.68%) Foundry
9 4 (0.68%) Sitebulb
10 3 (0.51%) Dynatrace
10 3 (0.51%) Rockwell
10 3 (0.51%) Splunk