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

6 months to
26 Aug 2026
Same period 2025 Same period 2024
Rank 341 222 144
Rank change year-on-year -119 -78 +147
Permanent jobs citing Algorithms 586 692 1,472
As % of all permanent jobs in the UK 0.54% 1.38% 1.76%
As % of the Miscellaneous category 2.07% 3.36% 5.43%
Number of salaries quoted 373 276 451
10th Percentile £33,750 £37,087 £39,500
25th Percentile £49,611 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £67,750 £63,000
Median % change year-on-year -4.06% +7.54% -13.10%
75th Percentile £80,000 £105,000 £80,000
90th Percentile £99,500 £125,000 £98,474
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 28,271 20,584 27,095
As % of all permanent jobs advertised in the UK 25.95% 41.19% 32.45%
Number of salaries quoted 17,699 10,408 15,565
10th Percentile £31,125 £28,750 £30,868
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% -8.09%
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 26 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 26 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 -77 548 £65,000 -7.14% 763
UK excluding London -96 372 £60,000 +9.09% 377
London -93 200 £90,000 -18.18% 477
Work from Home -6 161 £58,000 -17.85% 304
South East -46 128 £67,500 +8.87% 94
East of England +11 100 £62,500 +13.64% 75
North of England -28 52 £52,000 +4.00% 54
South West -58 44 £58,000 +26.43% 67
Midlands -30 26 £46,500 -19.13% 28
Yorkshire -20 23 £35,000 - 15
West Midlands -19 20 £46,500 -22.50% 13
Scotland -56 18 £39,500 -40.15% 53
North West -14 16 £60,625 +21.25% 31
North East -52 13 £60,000 -47.83% 9
East Midlands -24 5 £47,500 +75.93% 15
Wales -70 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 (2.05%) Apache Spark
2 11 (1.88%) CMS
3 10 (1.71%) Jupyter
4 9 (1.54%) 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%) Kinematics
8 1 (0.17%) R Markdown
8 1 (0.17%) SharePoint
8 1 (0.17%) WordPress
Applications
1 12 (2.05%) Simulink
2 10 (1.71%) 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 (1.71%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 91 (15.53%) AWS
2 59 (10.07%) Azure
3 30 (5.12%) GCP
4 16 (2.73%) GitHub
5 15 (2.56%) Google Analytics
6 14 (2.39%) SaaS
7 13 (2.22%) Google Ads
8 11 (1.88%) Cloud Computing
9 10 (1.71%) Amazon ECS
9 10 (1.71%) Power Platform
10 8 (1.37%) 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%) Collibra
15 3 (0.51%) Serverless
Communications & Networking
1 20 (3.41%) Broadband
2 12 (2.05%) Multicast
3 8 (1.37%) 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 (3.58%) Metadata
2 20 (3.41%) PostgreSQL
3 14 (2.39%) Big Data
4 11 (1.88%) MongoDB
5 10 (1.71%) BigQuery
6 9 (1.54%) Elasticsearch
7 8 (1.37%) Power BI
8 7 (1.19%) Amazon RDS
9 6 (1.02%) GIS
10 5 (0.85%) NoSQL
11 4 (0.68%) Amazon Athena
11 4 (0.68%) Hadoop
11 4 (0.68%) MySQL
11 4 (0.68%) Redis
11 4 (0.68%) Relational Database
11 4 (0.68%) Tableau
12 3 (0.51%) Data Lake
12 3 (0.51%) Data Warehouse
12 3 (0.51%) DynamoDB
12 3 (0.51%) KDB
Development Applications
1 70 (11.95%) Git
2 27 (4.61%) Visual Studio Code
3 20 (3.41%) Rational DOORS
4 17 (2.90%) GitLab
5 16 (2.73%) JIRA
6 13 (2.22%) Jenkins
7 7 (1.19%) GCC
7 7 (1.19%) GDB
8 4 (0.68%) CMake
9 3 (0.51%) PetaLinux
9 3 (0.51%) Visual Studio
10 2 (0.34%) MLflow
10 2 (0.34%) Plastic SCM
10 2 (0.34%) TeamCity
11 1 (0.17%) Bitbucket
11 1 (0.17%) Rational Rhapsody
11 1 (0.17%) Valgrind
General
1 135 (23.04%) Finance
2 83 (14.16%) Social Skills
3 76 (12.97%) Analytical Skills
4 56 (9.56%) Inclusion and Diversity
5 53 (9.04%) Marketing
6 34 (5.80%) Banking
7 33 (5.63%) Retail
8 27 (4.61%) Electronics
9 24 (4.10%) Aerospace
9 24 (4.10%) Games
9 24 (4.10%) Law
10 20 (3.41%) Advertising
11 18 (3.07%) Front Office
12 16 (2.73%) Legal
13 14 (2.39%) Financial Institution
14 13 (2.22%) Manufacturing
15 11 (1.88%) Telecoms
16 9 (1.54%) Automotive
17 7 (1.19%) Investment Banking
18 6 (1.02%) Presentation Skills
Job Titles
1 161 (27.47%) Software Engineer
2 128 (21.84%) Senior
3 105 (17.92%) Developer
4 55 (9.39%) Lead
5 47 (8.02%) Senior Software Engineer
6 45 (7.68%) Python Developer
7 37 (6.31%) Embedded Engineer
7 37 (6.31%) Senior Developer
8 35 (5.97%) C++ Software Engineer
8 35 (5.97%) Data Scientist
9 25 (4.27%) Python Engineer
10 21 (3.58%) Systems Engineer
11 20 (3.41%) FPGA Engineer
12 19 (3.24%) Embedded Software Engineer
12 19 (3.24%) Senior Embedded Engineer
13 18 (3.07%) Python Software Engineer
13 18 (3.07%) Quantitative Developer
14 16 (2.73%) Senior Python Developer
14 16 (2.73%) SEO Specialist
15 15 (2.56%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 33 (5.63%) PyTorch
2 31 (5.29%) Boost C++ Libraries
3 30 (5.12%) NumPy
3 30 (5.12%) Pandas
4 26 (4.44%) React
5 24 (4.10%) TensorFlow
6 23 (3.92%) HTML
7 21 (3.58%) .NET
8 19 (3.24%) CSS
9 16 (2.73%) FIX Protocol
9 16 (2.73%) Terraform
10 15 (2.56%) REST
11 14 (2.39%) Kafka
12 13 (2.22%) Hugging Face
12 13 (2.22%) Streamlit
13 12 (2.05%) Django
13 12 (2.05%) pytest
14 11 (1.88%) scikit-learn
15 10 (1.71%) Google JAX
15 10 (1.71%) Yocto
Miscellaneous
1 86 (14.68%) Data Structures
2 38 (6.48%) Distributed Systems
3 37 (6.31%) Embedded Systems
4 33 (5.63%) Equities
5 28 (4.78%) FPGA
6 24 (4.10%) Robotics
7 21 (3.58%) VHDL
8 20 (3.41%) Product Ownership
9 19 (3.24%) Hedge funds
10 18 (3.07%) Management Information System
11 17 (2.90%) PCIe
12 14 (2.39%) Video\Live Streaming
13 13 (2.22%) Derivative
13 13 (2.22%) Fixed Income
14 12 (2.05%) Driving Licence
15 10 (1.71%) Greenfield Project
15 10 (1.71%) NVMe
15 10 (1.71%) Renewable Energy
15 10 (1.71%) Verilog
16 9 (1.54%) Cloud Native
Operating Systems
1 65 (11.09%) Linux
2 15 (2.56%) Windows
3 10 (1.71%) 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
1 253 (43.17%) Software Engineering
2 170 (29.01%) AI
3 148 (25.26%) Computer Science
4 143 (24.40%) Machine Learning
5 104 (17.75%) Problem-Solving
6 103 (17.58%) Agile
7 101 (17.24%) Data Science
8 83 (14.16%) Analytics
9 72 (12.29%) Mathematics
10 71 (12.12%) CI/CD
11 61 (10.41%) Test Automation
12 58 (9.90%) Continuous Improvement
12 58 (9.90%) Signal Processing
13 57 (9.73%) Decision-Making
14 56 (9.56%) Mentoring
15 52 (8.87%) Validation
16 50 (8.53%) Deep Learning
16 50 (8.53%) OOP
16 50 (8.53%) SDLC
17 48 (8.19%) Low Latency
Programming Languages
1 313 (53.41%) Python
2 152 (25.94%) C++
3 57 (9.73%) C
4 52 (8.87%) C#
5 44 (7.51%) SQL
6 39 (6.66%) Java
7 26 (4.44%) TypeScript
8 25 (4.27%) MATLAB
9 24 (4.10%) JavaScript
10 21 (3.58%) Rust
11 18 (3.07%) Go
12 16 (2.73%) Embedded C++
13 13 (2.22%) Embedded C
14 12 (2.05%) Assembly Language
15 10 (1.71%) 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
1 156 (26.62%) Degree
2 73 (12.46%) Security Cleared
3 46 (7.85%) Computer Science Degree
4 39 (6.66%) SC Cleared
5 32 (5.46%) Master's Degree
6 29 (4.95%) DV Cleared
7 28 (4.78%) PhD
8 20 (3.41%) BPSS Clearance
9 18 (3.07%) AWS Certification
10 8 (1.37%) Numerate Degree
11 7 (1.19%) AWS Certified Cloud Practitioner
12 3 (0.51%) AWS Certified Solutions Architect
13 2 (0.34%) DBS Check
13 2 (0.34%) Microsoft Certification
14 1 (0.17%) HND
14 1 (0.17%) ITIL Certification
14 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 31 (5.29%) QA
2 15 (2.56%) Accessibility
3 11 (1.88%) GDPR
4 9 (1.54%) Data Quality
4 9 (1.54%) 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 (9.22%) Docker
2 43 (7.34%) Firmware
3 22 (3.75%) 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 (5.63%) 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 46 (7.85%) Google
2 22 (3.75%) Microsoft
3 13 (2.22%) Screaming Frog
4 11 (1.88%) IBM
4 11 (1.88%) Xilinx
5 10 (1.71%) Altera
6 9 (1.54%) 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