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 16 September 2026, comparing them to the same period in the previous two years.

6 months to
16 Sep 2026
Same period 2025 Same period 2024
Rank 359 237 160
Rank change year-on-year -122 -77 +135
Permanent jobs citing Algorithms 576 653 1,299
As % of all permanent jobs in the UK 0.50% 1.32% 1.67%
As % of the Miscellaneous category 1.93% 3.22% 5.17%
Number of salaries quoted 363 256 426
10th Percentile £34,250 £37,424 £39,500
25th Percentile £52,250 £47,500 £50,030
Median annual salary (50th Percentile) £65,000 £70,600 £65,000
Median % change year-on-year -7.93% +8.62% -10.34%
75th Percentile £80,000 £106,250 £82,500
90th Percentile £99,500 £136,250 £100,000
UK excluding London median annual salary £65,000 £56,965 £60,000
% change year-on-year +14.11% -5.06% -

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 29,917 20,280 25,106
As % of all permanent jobs advertised in the UK 26.22% 41.08% 32.25%
Number of salaries quoted 18,638 10,170 13,078
10th Percentile £31,000 £28,750 £31,250
25th Percentile £41,250 £36,925 £43,080
Median annual salary (50th Percentile) £57,500 £55,000 £60,000
Median % change year-on-year +4.55% -8.33% -4.00%
75th Percentile £80,000 £77,500 £82,500
90th Percentile £100,000 £103,750 £108,750
UK excluding London median annual salary £52,500 £47,500 £52,500
% change year-on-year +10.53% -9.52% -4.55%

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 16 September 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 16 September 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 -82 541 £67,500 -4.39% 1,851
UK excluding London -81 385 £65,000 +14.11% 794
London -113 178 £82,500 -24.14% 1,172
Work from Home -37 148 £58,000 -17.85% 594
South East -29 143 £70,000 +12.90% 209
East of England +11 108 £63,750 +15.91% 160
North of England -43 46 £52,000 +15.56% 108
South West -63 42 £60,000 -4.12% 125
Midlands -23 25 £67,500 +12.50% 74
Yorkshire -18 22 £32,500 -7.14% 29
West Midlands -31 18 £67,500 +22.73% 45
Scotland -53 17 £39,500 -31.30% 99
North West -19 12 £60,000 +33.33% 65
North East -54 12 £60,000 -47.83% 17
East Midlands -30 7 £81,250 +78.57% 29
Wales -81 2 £39,500 -43.00% 13
Northern Ireland - 2 £39,500 - 16

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 14 (2.43%) Apache Spark
2 6 (1.04%) SAS
3 5 (0.87%) Apache Airflow
3 5 (0.87%) CMS
4 3 (0.52%) Apache
4 3 (0.52%) Jupyter
5 2 (0.35%) Apache Pulsar
6 1 (0.17%) Kinematics
6 1 (0.17%) R Markdown
6 1 (0.17%) WordPress
Applications
1 16 (2.78%) Simulink
2 3 (0.52%) Blender
2 3 (0.52%) CATIA
2 3 (0.52%) Chatbot
2 3 (0.52%) Mathematica
2 3 (0.52%) Maya
3 2 (0.35%) Microsoft Excel
4 1 (0.17%) Adobe Premiere
4 1 (0.17%) Microsoft Office
Business Applications
1 10 (1.74%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 75 (13.02%) AWS
2 56 (9.72%) Azure
3 30 (5.21%) GCP
4 16 (2.78%) GitHub
5 15 (2.60%) Google Analytics
6 13 (2.26%) Google Ads
7 12 (2.08%) Amazon ECS
7 12 (2.08%) SaaS
8 8 (1.39%) Cloud Computing
8 8 (1.39%) Power Platform
8 8 (1.39%) Snowflake
9 5 (0.87%) Slack
9 5 (0.87%) Vertex AI
9 5 (0.87%) Virtual Private Cloud
10 4 (0.69%) Amazon EKS
10 4 (0.69%) AWS Lambda
10 4 (0.69%) Azure Data Factory
10 4 (0.69%) Serverless
11 3 (0.52%) Amazon SageMaker
11 3 (0.52%) Collibra
Communications & Networking
1 13 (2.26%) Broadband
2 11 (1.91%) Multicast
3 10 (1.74%) Wireless
4 9 (1.56%) 5G
4 9 (1.56%) LTE
5 7 (1.22%) 3GPP
5 7 (1.22%) GSM
5 7 (1.22%) Radio Access Network
5 7 (1.22%) RANAP
5 7 (1.22%) SS7
5 7 (1.22%) UMTS
5 7 (1.22%) Wireshark
6 6 (1.04%) Software-Defined Radio
7 3 (0.52%) Internet
7 3 (0.52%) Wi-Fi
8 2 (0.35%) Firewall
9 1 (0.17%) Ethernet
9 1 (0.17%) FIX Connectivity
9 1 (0.17%) MQTT
9 1 (0.17%) RS-422
Database & Business Intelligence
1 20 (3.47%) Metadata
2 18 (3.13%) Big Data
3 15 (2.60%) PostgreSQL
4 8 (1.39%) Amazon RDS
4 8 (1.39%) BigQuery
4 8 (1.39%) Power BI
5 7 (1.22%) Elasticsearch
6 6 (1.04%) GIS
7 5 (0.87%) MongoDB
7 5 (0.87%) MySQL
7 5 (0.87%) NoSQL
7 5 (0.87%) Relational Database
8 4 (0.69%) Hadoop
8 4 (0.69%) Redis
8 4 (0.69%) Tableau
9 3 (0.52%) Data Lake
9 3 (0.52%) Data Warehouse
9 3 (0.52%) DynamoDB
9 3 (0.52%) KDB
10 2 (0.35%) Pinecone
Development Applications
1 67 (11.63%) Git
2 20 (3.47%) Rational DOORS
2 20 (3.47%) Visual Studio Code
3 17 (2.95%) GitLab
4 13 (2.26%) Jenkins
4 13 (2.26%) JIRA
5 7 (1.22%) GCC
5 7 (1.22%) GDB
6 4 (0.69%) CMake
6 4 (0.69%) MLflow
6 4 (0.69%) PetaLinux
7 3 (0.52%) Visual Studio
8 2 (0.35%) Plastic SCM
8 2 (0.35%) TeamCity
9 1 (0.17%) Rational Rhapsody
9 1 (0.17%) Valgrind
General
1 115 (19.97%) Finance
2 89 (15.45%) Social Skills
3 65 (11.28%) Analytical Skills
4 58 (10.07%) Inclusion and Diversity
5 48 (8.33%) Marketing
6 36 (6.25%) Banking
7 30 (5.21%) Aerospace
8 26 (4.51%) Electronics
9 25 (4.34%) Retail
10 24 (4.17%) Law
11 22 (3.82%) Advertising
12 14 (2.43%) Front Office
13 13 (2.26%) Financial Institution
13 13 (2.26%) Telecoms
14 12 (2.08%) Games
15 11 (1.91%) Legal
16 8 (1.39%) Automotive
17 7 (1.22%) Investment Banking
17 7 (1.22%) Manufacturing
18 5 (0.87%) Presentation Skills
Job Titles
1 156 (27.08%) Software Engineer
2 120 (20.83%) Senior
3 86 (14.93%) Developer
4 62 (10.76%) Lead
5 47 (8.16%) Senior Software Engineer
6 39 (6.77%) Embedded Engineer
7 37 (6.42%) Data Scientist
8 33 (5.73%) Python Developer
9 32 (5.56%) C++ Software Engineer
10 30 (5.21%) Senior Developer
11 25 (4.34%) Python Engineer
12 22 (3.82%) FPGA Engineer
13 20 (3.47%) Embedded Software Engineer
13 20 (3.47%) Senior Embedded Engineer
13 20 (3.47%) Systems Engineer
14 18 (3.13%) Python Software Engineer
15 16 (2.78%) SEO Specialist
16 14 (2.43%) Principal Engineer
16 14 (2.43%) Quantitative Developer
17 13 (2.26%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 32 (5.56%) PyTorch
2 27 (4.69%) .NET
3 26 (4.51%) Boost C++ Libraries
4 25 (4.34%) HTML
4 25 (4.34%) React
5 22 (3.82%) CSS
5 22 (3.82%) TensorFlow
6 19 (3.30%) NumPy
6 19 (3.30%) Pandas
7 15 (2.60%) FIX Protocol
8 14 (2.43%) Kafka
8 14 (2.43%) STL
8 14 (2.43%) Terraform
9 12 (2.08%) Yocto
10 11 (1.91%) pytest
11 10 (1.74%) Django
12 9 (1.56%) Node.js
13 8 (1.39%) ASP.NET
13 8 (1.39%) FastAPI
13 8 (1.39%) REST
Miscellaneous
1 83 (14.41%) Data Structures
2 41 (7.12%) Embedded Systems
3 35 (6.08%) FPGA
4 33 (5.73%) Distributed Systems
5 30 (5.21%) Robotics
6 29 (5.03%) Equities
7 22 (3.82%) VHDL
8 20 (3.47%) PCIe
9 17 (2.95%) Product Ownership
10 15 (2.60%) Hedge funds
11 14 (2.43%) Management Information System
12 12 (2.08%) Derivative
12 12 (2.08%) Fixed Income
12 12 (2.08%) Verilog
13 11 (1.91%) Cloud Native
14 10 (1.74%) Driving Licence
14 10 (1.74%) NVMe
14 10 (1.74%) Renewable Energy
15 9 (1.56%) Greenfield Project
16 8 (1.39%) SCADA
Operating Systems
1 59 (10.24%) Linux
2 15 (2.60%) Windows
3 13 (2.26%) Embedded Linux
4 5 (0.87%) Windows Server 2008
4 5 (0.87%) Windows Server 2012
4 5 (0.87%) Windows Server 2016
4 5 (0.87%) Windows Server 2019
5 4 (0.69%) Robot Operating System
5 4 (0.69%) Windows Server
6 2 (0.35%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 247 (42.88%) Software Engineering
2 174 (30.21%) AI
3 150 (26.04%) Machine Learning
4 145 (25.17%) Computer Science
5 104 (18.06%) Agile
6 101 (17.53%) Problem-Solving
7 100 (17.36%) Data Science
8 83 (14.41%) Mathematics
9 80 (13.89%) Analytics
10 71 (12.33%) CI/CD
11 62 (10.76%) Decision-Making
12 60 (10.42%) Mentoring
12 60 (10.42%) Signal Processing
13 58 (10.07%) Continuous Improvement
14 53 (9.20%) Validation
15 52 (9.03%) Test Automation
16 47 (8.16%) Deep Learning
17 43 (7.47%) Low Latency
17 43 (7.47%) Physics
17 43 (7.47%) SDLC
Programming Languages
1 299 (51.91%) Python
2 160 (27.78%) C++
3 61 (10.59%) C
4 60 (10.42%) C#
5 50 (8.68%) SQL
6 44 (7.64%) Java
7 36 (6.25%) MATLAB
8 26 (4.51%) JavaScript
9 23 (3.99%) TypeScript
10 19 (3.30%) Rust
11 18 (3.13%) Embedded C++
12 16 (2.78%) Embedded C
13 12 (2.08%) Assembly Language
13 12 (2.08%) Go
14 9 (1.56%) R
15 3 (0.52%) Fortran
15 3 (0.52%) Julia
15 3 (0.52%) SystemVerilog
15 3 (0.52%) VBA
16 2 (0.35%) Bash
Qualifications
1 165 (28.65%) Degree
2 83 (14.41%) Security Cleared
3 45 (7.81%) Computer Science Degree
3 45 (7.81%) SC Cleared
4 42 (7.29%) Master's Degree
5 36 (6.25%) PhD
6 30 (5.21%) DV Cleared
7 20 (3.47%) BPSS Clearance
8 11 (1.91%) AWS Certification
9 8 (1.39%) Numerate Degree
10 5 (0.87%) DBS Check
11 3 (0.52%) AWS Certified Solutions Architect
12 2 (0.35%) CISSP
12 2 (0.35%) Microsoft Certification
13 1 (0.17%) HND
13 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 32 (5.56%) QA
2 15 (2.60%) Accessibility
3 11 (1.91%) Data Quality
3 11 (1.91%) GDPR
4 9 (1.56%) ISO/IEC 15288
5 6 (1.04%) Automotive SPICE
5 6 (1.04%) ISO 26262
5 6 (1.04%) MISRA
5 6 (1.04%) MISRA C
6 5 (0.87%) Actionable Recommendations
7 4 (0.69%) ISO/IEC 12207
8 2 (0.35%) ISO/IEC 27001
8 2 (0.35%) NIST
8 2 (0.35%) PCI DSS
9 1 (0.17%) ISO 9001
9 1 (0.17%) MiFID
System Software
1 49 (8.51%) Docker
2 41 (7.12%) Firmware
3 22 (3.82%) Embedded Firmware
4 5 (0.87%) Active Directory
4 5 (0.87%) Hyper-V
4 5 (0.87%) VMware ESXi
4 5 (0.87%) VMware Infrastructure
5 2 (0.35%) Slurm Workload Manager
6 1 (0.17%) IAG
Systems Management
1 34 (5.90%) Kubernetes
2 5 (0.87%) Ansible
2 5 (0.87%) Kubeflow
2 5 (0.87%) SCCM
2 5 (0.87%) SCOM
2 5 (0.87%) Tivoli Identity Manager
3 3 (0.52%) Argo
3 3 (0.52%) Grafana
3 3 (0.52%) Prometheus
4 1 (0.17%) Functional Safety
Vendors
1 37 (6.42%) Google
2 15 (2.60%) Microsoft
3 12 (2.08%) Screaming Frog
4 11 (1.91%) IBM
4 11 (1.91%) Xilinx
5 10 (1.74%) Altera
6 7 (1.22%) Ahrefs
6 7 (1.22%) OpenAI
7 6 (1.04%) TikTok
8 5 (0.87%) Databricks
8 5 (0.87%) Dell
8 5 (0.87%) HP
8 5 (0.87%) McAfee
8 5 (0.87%) Thales
8 5 (0.87%) VMware
9 4 (0.69%) Foundry
9 4 (0.69%) Sitebulb
10 3 (0.52%) Dynatrace
10 3 (0.52%) Rockwell
10 3 (0.52%) Splunk