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

6 months to
12 Oct 2026
Same period 2025 Same period 2024
Rank 364 240 217
Rank change year-on-year -124 -23 +75
Permanent jobs citing Algorithms 569 627 892
As % of all permanent jobs in the UK 0.48% 1.28% 1.24%
As % of the Miscellaneous category 1.79% 3.14% 3.86%
Number of salaries quoted 346 250 380
10th Percentile £35,000 £36,575 £45,000
25th Percentile £52,500 £47,500 £52,448
Median annual salary (50th Percentile) £67,500 £70,600 £65,000
Median % change year-on-year -4.39% +8.62% -7.90%
75th Percentile £82,188 £106,250 £85,000
90th Percentile £100,000 £142,750 £105,000
UK excluding London median annual salary £65,000 £55,000 £60,000
% change year-on-year +18.18% -8.33% -

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 31,812 19,994 23,098
As % of all permanent jobs advertised in the UK 26.97% 40.67% 32.08%
Number of salaries quoted 19,473 10,163 11,491
10th Percentile £30,750 £28,000 £32,500
25th Percentile £40,500 £36,250 £45,000
Median annual salary (50th Percentile) £55,000 £55,000 £60,000
Median % change year-on-year - -8.33% -4.00%
75th Percentile £79,750 £77,500 £83,750
90th Percentile £100,000 £102,500 £110,000
UK excluding London median annual salary £51,500 £45,000 £53,000
% change year-on-year +14.44% -15.09% -3.64%

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 12 October 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 12 October 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 -95 535 £67,500 -4.39% 933
UK excluding London -84 393 £65,000 +18.18% 312
London -145 160 £80,000 -27.27% 673
South East -7 146 £72,500 +13.15% 63
Work from Home -51 143 £58,000 -17.85% 338
East of England +13 120 £65,000 +18.18% 63
North of England -38 40 £50,000 +42.86% 55
South West -72 36 £58,000 +42.18% 37
Midlands -29 31 £67,500 +1.89% 33
Yorkshire -30 18 £37,241 +6.40% 14
Scotland -58 17 £39,500 -46.98% 46
West Midlands -33 16 £67,500 +22.73% 21
East Midlands -20 15 £76,250 +0.46% 12
North West -32 11 £55,000 +22.22% 34
North East - 11 £59,750 - 7
Northern Ireland - 2 £39,500 - 10
Wales -74 1 £39,500 -44.05% 5

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 13 (2.28%) Apache Spark
2 6 (1.05%) SAS
3 5 (0.88%) CMS
4 4 (0.70%) Apache Airflow
4 4 (0.70%) Jupyter
5 2 (0.35%) Apache
5 2 (0.35%) Apache Pulsar
5 2 (0.35%) Confluence
5 2 (0.35%) SharePoint
6 1 (0.18%) Kinematics
6 1 (0.18%) R Markdown
6 1 (0.18%) WordPress
Applications
1 27 (4.75%) Simulink
2 6 (1.05%) Chatbot
3 5 (0.88%) Mathematica
4 3 (0.53%) Blender
4 3 (0.53%) Maya
5 2 (0.35%) Microsoft Excel
6 1 (0.18%) Adobe Premiere
6 1 (0.18%) Lightworks
6 1 (0.18%) Microsoft Office
Business Applications
1 9 (1.58%) Towers Watson Igloo
2 1 (0.18%) Dynamics GP
2 1 (0.18%) Shopify
Cloud Services
1 72 (12.65%) AWS
2 50 (8.79%) Azure
3 25 (4.39%) GCP
4 19 (3.34%) GitHub
5 14 (2.46%) Google Ads
5 14 (2.46%) Google Analytics
6 13 (2.28%) Amazon ECS
7 12 (2.11%) SaaS
8 11 (1.93%) Cloud Computing
9 8 (1.41%) Power Platform
9 8 (1.41%) Snowflake
10 5 (0.88%) Azure Data Factory
10 5 (0.88%) Vertex AI
10 5 (0.88%) Virtual Private Cloud
11 4 (0.70%) Amazon EKS
11 4 (0.70%) Slack
12 3 (0.53%) Alation
12 3 (0.53%) Azure Synapse Analytics
12 3 (0.53%) Collibra
12 3 (0.53%) GitHub Actions
Communications & Networking
1 14 (2.46%) Wireless
2 13 (2.28%) Multicast
3 12 (2.11%) LTE
4 11 (1.93%) Broadband
5 10 (1.76%) 5G
6 7 (1.23%) 3GPP
6 7 (1.23%) GSM
6 7 (1.23%) Radio Access Network
6 7 (1.23%) RANAP
6 7 (1.23%) Software-Defined Radio
6 7 (1.23%) SS7
6 7 (1.23%) UMTS
6 7 (1.23%) Wireshark
7 3 (0.53%) Ethernet
7 3 (0.53%) Internet
8 2 (0.35%) Firewall
8 2 (0.35%) MQTT
9 1 (0.18%) Remote Desktop
9 1 (0.18%) RS-422
9 1 (0.18%) X.509
Database & Business Intelligence
1 20 (3.51%) Big Data
2 17 (2.99%) Metadata
3 16 (2.81%) PostgreSQL
4 8 (1.41%) Amazon RDS
4 8 (1.41%) Power BI
5 7 (1.23%) GIS
6 5 (0.88%) MySQL
6 5 (0.88%) NoSQL
6 5 (0.88%) Relational Database
7 4 (0.70%) BigQuery
7 4 (0.70%) Hadoop
7 4 (0.70%) KDB
7 4 (0.70%) MongoDB
7 4 (0.70%) Redis
7 4 (0.70%) Tableau
8 3 (0.53%) Amazon Redshift
8 3 (0.53%) Data Lake
8 3 (0.53%) Data Warehouse
8 3 (0.53%) Elasticsearch
9 2 (0.35%) Data Mining
Development Applications
1 62 (10.90%) Git
2 18 (3.16%) JIRA
3 17 (2.99%) Rational DOORS
3 17 (2.99%) Visual Studio Code
4 13 (2.28%) Jenkins
5 12 (2.11%) GitLab
6 7 (1.23%) GCC
6 7 (1.23%) GDB
7 6 (1.05%) MLflow
7 6 (1.05%) PetaLinux
8 4 (0.70%) CMake
9 3 (0.53%) Rational Rhapsody
9 3 (0.53%) Visual Studio
10 2 (0.35%) Plastic SCM
10 2 (0.35%) TeamCity
11 1 (0.18%) QUnit
11 1 (0.18%) Subversion
11 1 (0.18%) Valgrind
General
1 115 (20.21%) Finance
2 100 (17.57%) Social Skills
3 62 (10.90%) Analytical Skills
4 59 (10.37%) Inclusion and Diversity
5 45 (7.91%) Marketing
6 40 (7.03%) Banking
7 32 (5.62%) Aerospace
8 30 (5.27%) Electronics
9 28 (4.92%) Retail
10 23 (4.04%) Advertising
10 23 (4.04%) Law
11 13 (2.28%) Financial Institution
11 13 (2.28%) Telecoms
12 12 (2.11%) Front Office
13 11 (1.93%) Games
14 10 (1.76%) Legal
15 9 (1.58%) Military
16 8 (1.41%) Automotive
16 8 (1.41%) Manufacturing
17 7 (1.23%) Investment Banking
Job Titles
1 143 (25.13%) Software Engineer
2 121 (21.27%) Senior
3 71 (12.48%) Developer
4 63 (11.07%) Lead
5 41 (7.21%) Senior Software Engineer
6 38 (6.68%) Data Scientist
6 38 (6.68%) Embedded Engineer
7 31 (5.45%) C++ Software Engineer
8 29 (5.10%) Python Engineer
9 27 (4.75%) FPGA Engineer
10 24 (4.22%) Senior Developer
11 23 (4.04%) Python Software Engineer
12 21 (3.69%) Python Developer
12 21 (3.69%) Systems Engineer
13 19 (3.34%) Principal Engineer
14 18 (3.16%) Embedded Software Engineer
14 18 (3.16%) Senior Embedded Engineer
15 17 (2.99%) Architect
16 16 (2.81%) SEO Specialist
17 15 (2.64%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 31 (5.45%) PyTorch
2 29 (5.10%) .NET
3 28 (4.92%) React
4 25 (4.39%) CSS
4 25 (4.39%) HTML
5 22 (3.87%) Boost C++ Libraries
5 22 (3.87%) TensorFlow
6 17 (2.99%) FIX Protocol
7 16 (2.81%) STL
8 15 (2.64%) Yocto
9 14 (2.46%) Kafka
10 13 (2.28%) pytest
10 13 (2.28%) Terraform
11 12 (2.11%) NumPy
11 12 (2.11%) Pandas
12 10 (1.76%) ASP.NET
12 10 (1.76%) Hugging Face
13 9 (1.58%) Node.js
14 8 (1.41%) REST
14 8 (1.41%) scikit-learn
Miscellaneous
1 73 (12.83%) Data Structures
2 49 (8.61%) Embedded Systems
3 48 (8.44%) FPGA
4 37 (6.50%) Robotics
5 28 (4.92%) Distributed Systems
5 28 (4.92%) Equities
6 25 (4.39%) VHDL
7 22 (3.87%) PCIe
8 16 (2.81%) Verilog
9 15 (2.64%) Fixed Income
9 15 (2.64%) Product Ownership
10 14 (2.46%) Derivative
11 12 (2.11%) Cloud Native
11 12 (2.11%) Management Information System
12 11 (1.93%) ASIC
13 10 (1.76%) Device Driver
13 10 (1.76%) Hedge funds
13 10 (1.76%) Renewable Energy
14 9 (1.58%) IoT
14 9 (1.58%) NVMe
Operating Systems
1 64 (11.25%) Linux
2 20 (3.51%) Embedded Linux
3 13 (2.28%) Windows
4 6 (1.05%) Robot Operating System
5 3 (0.53%) Unix
6 1 (0.18%) Android
6 1 (0.18%) Apple iOS
6 1 (0.18%) CentOS
6 1 (0.18%) Debian
6 1 (0.18%) macOS
6 1 (0.18%) Windows 10
6 1 (0.18%) Windows Server
6 1 (0.18%) Windows Server 2008
6 1 (0.18%) Windows Server 2012
6 1 (0.18%) Windows Server 2016
6 1 (0.18%) Windows Server 2019
Processes & Methodologies
1 228 (40.07%) Software Engineering
2 190 (33.39%) AI
3 164 (28.82%) Machine Learning
4 146 (25.66%) Computer Science
5 107 (18.80%) Agile
6 102 (17.93%) Data Science
6 102 (17.93%) Problem-Solving
7 89 (15.64%) Mathematics
8 76 (13.36%) Analytics
9 72 (12.65%) CI/CD
10 59 (10.37%) Signal Processing
11 57 (10.02%) Decision-Making
12 54 (9.49%) Continuous Improvement
12 54 (9.49%) Validation
13 50 (8.79%) Test Automation
14 48 (8.44%) Mentoring
15 47 (8.26%) Physics
16 45 (7.91%) Roadmaps
17 43 (7.56%) Technical Leadership
18 40 (7.03%) SDLC
Programming Languages
1 293 (51.49%) Python
2 163 (28.65%) C++
3 69 (12.13%) C
4 59 (10.37%) C#
5 56 (9.84%) MATLAB
6 47 (8.26%) SQL
7 44 (7.73%) Java
8 29 (5.10%) JavaScript
9 26 (4.57%) TypeScript
10 24 (4.22%) Embedded C++
11 20 (3.51%) Embedded C
12 17 (2.99%) Rust
13 14 (2.46%) Go
14 10 (1.76%) R
15 9 (1.58%) Assembly Language
16 7 (1.23%) SystemVerilog
17 4 (0.70%) Fortran
18 3 (0.53%) Bash
18 3 (0.53%) Shell Script
18 3 (0.53%) VBA
Qualifications
1 174 (30.58%) Degree
2 88 (15.47%) Security Cleared
3 48 (8.44%) Computer Science Degree
3 48 (8.44%) SC Cleared
4 45 (7.91%) Master's Degree
5 40 (7.03%) PhD
6 25 (4.39%) DV Cleared
7 16 (2.81%) BPSS Clearance
8 13 (2.28%) AWS Certification
9 12 (2.11%) DBS Check
10 8 (1.41%) Numerate Degree
11 3 (0.53%) AWS Certified Solutions Architect
11 3 (0.53%) CISSP
12 2 (0.35%) Microsoft Certification
13 1 (0.18%) AWS Certified Cloud Practitioner
13 1 (0.18%) HND
13 1 (0.18%) Microsoft Certified Professional
Quality Assurance & Compliance
1 36 (6.33%) QA
2 15 (2.64%) Accessibility
3 12 (2.11%) GDPR
4 11 (1.93%) Data Quality
5 6 (1.05%) Automotive SPICE
5 6 (1.05%) ISO 26262
5 6 (1.05%) ISO/IEC 15288
5 6 (1.05%) MISRA
5 6 (1.05%) MISRA C
6 5 (0.88%) Actionable Recommendations
7 4 (0.70%) ISO/IEC 12207
8 3 (0.53%) ISO/IEC 27001
8 3 (0.53%) NIST
8 3 (0.53%) PCI DSS
9 1 (0.18%) ECSS
9 1 (0.18%) IEC 61508
9 1 (0.18%) ISO 9001
9 1 (0.18%) MiFID
System Software
1 46 (8.08%) Docker
2 42 (7.38%) Firmware
3 23 (4.04%) Embedded Firmware
4 3 (0.53%) Slurm Workload Manager
5 2 (0.35%) Active Directory
6 1 (0.18%) Ceph
6 1 (0.18%) Hyper-V
6 1 (0.18%) Lustre
6 1 (0.18%) NFS
6 1 (0.18%) Samba
6 1 (0.18%) VMware ESXi
6 1 (0.18%) VMware Infrastructure
Systems Management
1 35 (6.15%) Kubernetes
2 5 (0.88%) Ansible
3 4 (0.70%) Kubeflow
4 3 (0.53%) Argo
4 3 (0.53%) Grafana
4 3 (0.53%) Prometheus
5 2 (0.35%) Functional Safety
6 1 (0.18%) Oracle ZFS
6 1 (0.18%) SCCM
6 1 (0.18%) SCOM
6 1 (0.18%) Tivoli Identity Manager
Vendors
1 29 (5.10%) Google
2 15 (2.64%) Microsoft
3 14 (2.46%) Xilinx
4 10 (1.76%) Altera
5 8 (1.41%) OpenAI
6 7 (1.23%) Screaming Frog
6 7 (1.23%) Thales
7 6 (1.05%) Ahrefs
7 6 (1.05%) Databricks
7 6 (1.05%) TikTok
8 5 (0.88%) Foundry
8 5 (0.88%) IBM
9 4 (0.70%) Intel
9 4 (0.70%) Sitebulb
10 3 (0.53%) Dynatrace
10 3 (0.53%) Splunk
11 2 (0.35%) Adobe
11 2 (0.35%) MathWorks
11 2 (0.35%) MicroStrategy
11 2 (0.35%) YouTube