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

6 months to
10 Oct 2026
Same period 2025 Same period 2024
Rank 353 239 213
Rank change year-on-year -114 -26 +75
Permanent jobs citing Algorithms 571 630 919
As % of all permanent jobs in the UK 0.48% 1.27% 1.26%
As % of the Miscellaneous category 1.80% 3.12% 3.93%
Number of salaries quoted 348 252 401
10th Percentile £34,250 £36,817 £42,500
25th Percentile £52,500 £47,500 £52,000
Median annual salary (50th Percentile) £67,500 £70,600 £65,000
Median % change year-on-year -4.39% +8.62% -7.14%
75th Percentile £81,250 £106,250 £82,500
90th Percentile £100,000 £142,250 £105,000
UK excluding London median annual salary £65,000 £55,000 £61,000
% change year-on-year +18.18% -9.84% +1.67%

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 31,691 20,193 23,369
As % of all permanent jobs advertised in the UK 26.84% 40.85% 32.16%
Number of salaries quoted 19,414 10,199 11,622
10th Percentile £30,750 £28,000 £32,500
25th Percentile £40,250 £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 £79,856 £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 10 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 10 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 -89 537 £67,500 -4.39% 1,611
UK excluding London -76 395 £65,000 +18.18% 652
London -130 160 £80,000 -27.27% 1,027
South East -17 145 £71,250 +11.20% 159
Work from Home -54 144 £58,000 -17.85% 561
East of England +12 122 £65,000 +18.18% 149
North of England -39 40 £51,000 +45.71% 93
South West -73 37 £60,000 +47.09% 67
Midlands -26 31 £67,500 +1.89% 67
Yorkshire -20 17 £32,500 -7.14% 26
Scotland -56 17 £39,500 -40.15% 91
West Midlands -39 16 £67,500 +22.73% 41
East Midlands -25 15 £76,250 +0.46% 26
North East - 12 £60,000 - 8
North West -25 11 £55,000 +22.22% 60
Northern Ireland - 2 £39,500 - 18
Wales -83 1 £39,500 -44.05% 12

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 (4.73%) 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 73 (12.78%) AWS
2 52 (9.11%) Azure
3 26 (4.55%) GCP
4 19 (3.33%) GitHub
5 14 (2.45%) Google Ads
5 14 (2.45%) Google Analytics
6 13 (2.28%) Amazon ECS
7 12 (2.10%) SaaS
8 11 (1.93%) Cloud Computing
9 8 (1.40%) Power Platform
9 8 (1.40%) 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 (2.45%) Wireless
2 13 (2.28%) Multicast
3 12 (2.10%) LTE
4 11 (1.93%) Broadband
5 9 (1.58%) 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 (3.50%) Big Data
2 18 (3.15%) Metadata
3 15 (2.63%) PostgreSQL
4 8 (1.40%) Amazon RDS
4 8 (1.40%) Power BI
5 6 (1.05%) 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%) Data Lake
8 3 (0.53%) Data Warehouse
8 3 (0.53%) Elasticsearch
9 2 (0.35%) Data Mining
9 2 (0.35%) SQL Server
Development Applications
1 63 (11.03%) Git
2 18 (3.15%) JIRA
3 17 (2.98%) Rational DOORS
3 17 (2.98%) Visual Studio Code
4 13 (2.28%) Jenkins
5 12 (2.10%) GitLab
6 7 (1.23%) GCC
6 7 (1.23%) GDB
7 6 (1.05%) PetaLinux
8 5 (0.88%) MLflow
9 4 (0.70%) CMake
10 3 (0.53%) Rational Rhapsody
10 3 (0.53%) Visual Studio
11 2 (0.35%) Plastic SCM
11 2 (0.35%) TeamCity
12 1 (0.18%) QUnit
12 1 (0.18%) Subversion
12 1 (0.18%) Valgrind
General
1 114 (19.96%) Finance
2 101 (17.69%) Social Skills
3 61 (10.68%) Analytical Skills
4 59 (10.33%) Inclusion and Diversity
5 46 (8.06%) Marketing
6 40 (7.01%) Banking
7 32 (5.60%) Aerospace
8 30 (5.25%) Electronics
9 28 (4.90%) Retail
10 23 (4.03%) Advertising
10 23 (4.03%) Law
11 13 (2.28%) Financial Institution
11 13 (2.28%) Telecoms
12 12 (2.10%) Front Office
13 11 (1.93%) Games
14 10 (1.75%) Legal
15 9 (1.58%) Military
16 8 (1.40%) Automotive
16 8 (1.40%) Manufacturing
17 7 (1.23%) Investment Banking
Job Titles
1 144 (25.22%) Software Engineer
2 120 (21.02%) Senior
3 72 (12.61%) Developer
4 63 (11.03%) Lead
5 41 (7.18%) Senior Software Engineer
6 38 (6.65%) Embedded Engineer
7 37 (6.48%) Data Scientist
8 32 (5.60%) C++ Software Engineer
9 28 (4.90%) Python Engineer
10 27 (4.73%) FPGA Engineer
11 24 (4.20%) Senior Developer
12 22 (3.85%) Python Software Engineer
13 21 (3.68%) Python Developer
13 21 (3.68%) Systems Engineer
14 19 (3.33%) Principal Engineer
15 18 (3.15%) Embedded Software Engineer
15 18 (3.15%) Senior Embedded Engineer
16 17 (2.98%) Architect
17 16 (2.80%) SEO Specialist
18 15 (2.63%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 31 (5.43%) PyTorch
2 30 (5.25%) .NET
3 28 (4.90%) React
4 25 (4.38%) CSS
4 25 (4.38%) HTML
5 22 (3.85%) Boost C++ Libraries
5 22 (3.85%) TensorFlow
6 17 (2.98%) FIX Protocol
7 16 (2.80%) STL
8 15 (2.63%) Yocto
9 14 (2.45%) Kafka
9 14 (2.45%) Terraform
10 13 (2.28%) pytest
11 12 (2.10%) NumPy
11 12 (2.10%) Pandas
12 10 (1.75%) ASP.NET
12 10 (1.75%) Hugging Face
13 9 (1.58%) Node.js
14 8 (1.40%) REST
14 8 (1.40%) scikit-learn
Miscellaneous
1 76 (13.31%) Data Structures
2 49 (8.58%) Embedded Systems
3 47 (8.23%) FPGA
4 37 (6.48%) Robotics
5 29 (5.08%) Distributed Systems
6 28 (4.90%) Equities
7 25 (4.38%) VHDL
8 21 (3.68%) PCIe
9 16 (2.80%) Product Ownership
10 15 (2.63%) Fixed Income
10 15 (2.63%) Verilog
11 14 (2.45%) Derivative
12 12 (2.10%) Cloud Native
12 12 (2.10%) Management Information System
13 11 (1.93%) Hedge funds
14 10 (1.75%) ASIC
14 10 (1.75%) Device Driver
14 10 (1.75%) Renewable Energy
15 9 (1.58%) IoT
15 9 (1.58%) NVMe
Operating Systems
1 64 (11.21%) Linux
2 20 (3.50%) Embedded Linux
3 15 (2.63%) Windows
4 6 (1.05%) Robot Operating System
5 3 (0.53%) Unix
6 2 (0.35%) Windows Server
6 2 (0.35%) Windows Server 2008
6 2 (0.35%) Windows Server 2012
6 2 (0.35%) Windows Server 2016
6 2 (0.35%) Windows Server 2019
7 1 (0.18%) Android
7 1 (0.18%) Apple iOS
7 1 (0.18%) CentOS
7 1 (0.18%) Debian
7 1 (0.18%) Mac OS X
7 1 (0.18%) Windows 10
Processes & Methodologies
1 230 (40.28%) Software Engineering
2 190 (33.27%) AI
3 162 (28.37%) Machine Learning
4 148 (25.92%) Computer Science
5 107 (18.74%) Agile
6 102 (17.86%) Problem-Solving
7 100 (17.51%) Data Science
8 90 (15.76%) Mathematics
9 76 (13.31%) Analytics
10 73 (12.78%) CI/CD
11 58 (10.16%) Signal Processing
12 57 (9.98%) Decision-Making
13 55 (9.63%) Continuous Improvement
14 54 (9.46%) Validation
15 51 (8.93%) Test Automation
16 49 (8.58%) Mentoring
17 47 (8.23%) Physics
18 45 (7.88%) Roadmaps
19 43 (7.53%) Technical Leadership
20 41 (7.18%) SDLC
Programming Languages
1 291 (50.96%) Python
2 164 (28.72%) C++
3 70 (12.26%) C
4 60 (10.51%) C#
5 56 (9.81%) MATLAB
6 46 (8.06%) SQL
7 45 (7.88%) Java
8 29 (5.08%) JavaScript
9 26 (4.55%) TypeScript
10 24 (4.20%) Embedded C++
11 20 (3.50%) Embedded C
12 18 (3.15%) Rust
13 14 (2.45%) Go
14 9 (1.58%) Assembly Language
14 9 (1.58%) R
15 6 (1.05%) SystemVerilog
16 4 (0.70%) Fortran
17 3 (0.53%) Bash
17 3 (0.53%) Shell Script
17 3 (0.53%) VBA
Qualifications
1 176 (30.82%) Degree
2 90 (15.76%) Security Cleared
3 49 (8.58%) SC Cleared
4 48 (8.41%) Computer Science Degree
5 45 (7.88%) Master's Degree
6 40 (7.01%) PhD
7 26 (4.55%) DV Cleared
8 16 (2.80%) BPSS Clearance
9 13 (2.28%) AWS Certification
10 12 (2.10%) DBS Check
11 8 (1.40%) Numerate Degree
12 3 (0.53%) AWS Certified Solutions Architect
12 3 (0.53%) CISSP
13 2 (0.35%) Microsoft Certification
14 1 (0.18%) AWS Certified Cloud Practitioner
14 1 (0.18%) HND
14 1 (0.18%) Microsoft Certified Professional
Quality Assurance & Compliance
1 36 (6.30%) QA
2 15 (2.63%) Accessibility
3 12 (2.10%) 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 47 (8.23%) Docker
2 42 (7.36%) Firmware
3 23 (4.03%) Embedded Firmware
4 3 (0.53%) Active Directory
4 3 (0.53%) Slurm Workload Manager
5 2 (0.35%) Hyper-V
5 2 (0.35%) VMware ESXi
5 2 (0.35%) VMware Infrastructure
6 1 (0.18%) Ceph
6 1 (0.18%) Lustre
6 1 (0.18%) NFS
6 1 (0.18%) Samba
Systems Management
1 36 (6.30%) 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
5 2 (0.35%) SCCM
5 2 (0.35%) SCOM
5 2 (0.35%) Tivoli Identity Manager
6 1 (0.18%) Oracle ZFS
Vendors
1 30 (5.25%) Google
2 16 (2.80%) Microsoft
3 13 (2.28%) Xilinx
4 10 (1.75%) Altera
5 8 (1.40%) OpenAI
5 8 (1.40%) Screaming Frog
6 7 (1.23%) Thales
7 6 (1.05%) Ahrefs
7 6 (1.05%) IBM
7 6 (1.05%) TikTok
8 5 (0.88%) Databricks
8 5 (0.88%) Foundry
9 4 (0.70%) Intel
9 4 (0.70%) Sitebulb
10 3 (0.53%) Dynatrace
10 3 (0.53%) Splunk
11 2 (0.35%) MathWorks
11 2 (0.35%) McAfee
11 2 (0.35%) VMware
11 2 (0.35%) YouTube