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

6 months to
13 Sep 2026
Same period 2025 Same period 2024
Rank 352 235 151
Rank change year-on-year -117 -84 +144
Permanent jobs citing Algorithms 574 662 1,358
As % of all permanent jobs in the UK 0.51% 1.33% 1.73%
As % of the Miscellaneous category 1.94% 3.25% 5.38%
Number of salaries quoted 366 257 433
10th Percentile £34,250 £37,154 £39,500
25th Percentile £52,500 £47,500 £50,120
Median annual salary (50th Percentile) £66,250 £70,000 £65,000
Median % change year-on-year -5.36% +7.69% -10.34%
75th Percentile £80,000 £105,000 £82,500
90th Percentile £100,000 £130,500 £100,000
UK excluding London median annual salary £65,000 £56,250 £60,000
% change year-on-year +15.56% -6.25% -

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 29,553 20,388 25,223
As % of all permanent jobs advertised in the UK 26.03% 41.11% 32.22%
Number of salaries quoted 18,491 10,237 13,387
10th Percentile £31,000 £28,750 £31,250
25th Percentile £41,160 £36,925 £42,800
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 13 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 13 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 -82 539 £67,500 -4.39% 1,014
UK excluding London -87 380 £65,000 +15.56% 440
London -109 182 £85,000 -20.93% 649
Work from Home -36 152 £58,000 -17.85% 1,722
South East -29 141 £70,000 +12.90% 122
East of England +10 105 £63,750 +15.91% 93
North of England -32 46 £56,000 +24.44% 52
South West -59 43 £60,000 +21.83% 69
Midlands -50 24 £67,500 +12.50% 41
Yorkshire -30 21 £32,500 -7.14% 13
West Midlands -28 20 £67,500 +17.39% 23
Scotland -55 17 £39,500 -31.30% 57
North West -14 13 £60,000 +33.33% 26
North East -51 12 £60,000 -47.83% 14
East Midlands -36 4 £81,250 +200.93% 18
Wales -79 2 £39,500 -43.00% 8
Northern Ireland - 2 £39,500 - 8

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 (2.44%) Apache Spark
2 6 (1.05%) 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%) Confluence
6 1 (0.17%) Kinematics
6 1 (0.17%) R Markdown
6 1 (0.17%) WordPress
Applications
1 15 (2.61%) Simulink
2 3 (0.52%) Blender
2 3 (0.52%) CATIA
2 3 (0.52%) Chatbot
2 3 (0.52%) Maya
3 2 (0.35%) Mathematica
3 2 (0.35%) Microsoft Excel
Business Applications
1 10 (1.74%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 81 (14.11%) AWS
2 55 (9.58%) Azure
3 29 (5.05%) GCP
4 16 (2.79%) GitHub
5 15 (2.61%) Google Analytics
6 13 (2.26%) Google Ads
7 12 (2.09%) SaaS
8 11 (1.92%) Amazon ECS
9 8 (1.39%) Power Platform
9 8 (1.39%) Snowflake
10 7 (1.22%) Cloud Computing
11 5 (0.87%) Amazon EKS
11 5 (0.87%) Slack
11 5 (0.87%) Vertex AI
11 5 (0.87%) Virtual Private Cloud
12 4 (0.70%) AWS Lambda
12 4 (0.70%) Azure Data Factory
12 4 (0.70%) Serverless
13 3 (0.52%) Amazon SageMaker
13 3 (0.52%) Collibra
Communications & Networking
1 18 (3.14%) Broadband
2 11 (1.92%) Multicast
3 9 (1.57%) LTE
3 9 (1.57%) Wireless
4 8 (1.39%) 5G
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 (1.05%) 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 (3.48%) Metadata
1 20 (3.48%) PostgreSQL
2 17 (2.96%) Big Data
3 10 (1.74%) MongoDB
4 8 (1.39%) Amazon RDS
4 8 (1.39%) BigQuery
4 8 (1.39%) Power BI
5 7 (1.22%) Elasticsearch
6 6 (1.05%) GIS
7 5 (0.87%) MySQL
7 5 (0.87%) NoSQL
7 5 (0.87%) Relational Database
8 4 (0.70%) Hadoop
8 4 (0.70%) Redis
8 4 (0.70%) Tableau
9 3 (0.52%) Data Lake
9 3 (0.52%) Data Mining
9 3 (0.52%) Data Warehouse
9 3 (0.52%) DynamoDB
9 3 (0.52%) KDB
Development Applications
1 68 (11.85%) Git
2 20 (3.48%) Rational DOORS
2 20 (3.48%) Visual Studio Code
3 17 (2.96%) GitLab
4 14 (2.44%) JIRA
5 13 (2.26%) Jenkins
6 7 (1.22%) GCC
6 7 (1.22%) GDB
7 4 (0.70%) CMake
7 4 (0.70%) MLflow
8 3 (0.52%) PetaLinux
8 3 (0.52%) Visual Studio
9 2 (0.35%) Plastic SCM
9 2 (0.35%) TeamCity
10 1 (0.17%) Bitbucket
10 1 (0.17%) Rational Rhapsody
10 1 (0.17%) Valgrind
General
1 115 (20.03%) Finance
2 84 (14.63%) Social Skills
3 65 (11.32%) Analytical Skills
4 58 (10.10%) Inclusion and Diversity
5 46 (8.01%) Marketing
6 34 (5.92%) Banking
7 29 (5.05%) Aerospace
8 24 (4.18%) Electronics
8 24 (4.18%) Law
9 23 (4.01%) Retail
10 22 (3.83%) Advertising
11 17 (2.96%) Games
12 14 (2.44%) Front Office
13 13 (2.26%) Financial Institution
14 12 (2.09%) Telecoms
15 10 (1.74%) Legal
16 8 (1.39%) Automotive
17 7 (1.22%) Investment Banking
18 6 (1.05%) Manufacturing
19 5 (0.87%) Publishing
Job Titles
1 158 (27.53%) Software Engineer
2 121 (21.08%) Senior
3 89 (15.51%) Developer
4 60 (10.45%) Lead
5 46 (8.01%) Senior Software Engineer
6 37 (6.45%) Data Scientist
6 37 (6.45%) Embedded Engineer
7 36 (6.27%) Python Developer
8 33 (5.75%) C++ Software Engineer
9 30 (5.23%) Senior Developer
10 26 (4.53%) Python Engineer
11 21 (3.66%) FPGA Engineer
12 20 (3.48%) Systems Engineer
13 19 (3.31%) Embedded Software Engineer
13 19 (3.31%) Senior Embedded Engineer
14 18 (3.14%) Python Software Engineer
15 16 (2.79%) SEO Specialist
16 14 (2.44%) Architect
16 14 (2.44%) Quantitative Developer
17 13 (2.26%) Design Engineer
Libraries, Frameworks & Software Standards
1 33 (5.75%) PyTorch
2 27 (4.70%) Boost C++ Libraries
2 27 (4.70%) React
3 25 (4.36%) .NET
4 23 (4.01%) HTML
5 22 (3.83%) TensorFlow
6 21 (3.66%) NumPy
6 21 (3.66%) Pandas
7 20 (3.48%) CSS
8 15 (2.61%) FIX Protocol
8 15 (2.61%) Terraform
9 14 (2.44%) Kafka
9 14 (2.44%) REST
10 13 (2.26%) STL
11 11 (1.92%) pytest
12 10 (1.74%) Django
12 10 (1.74%) Yocto
13 9 (1.57%) Node.js
14 8 (1.39%) FastAPI
14 8 (1.39%) Flask
Miscellaneous
1 82 (14.29%) Data Structures
2 39 (6.79%) Embedded Systems
3 34 (5.92%) Distributed Systems
4 31 (5.40%) FPGA
5 29 (5.05%) Equities
6 28 (4.88%) Robotics
7 21 (3.66%) Product Ownership
7 21 (3.66%) VHDL
8 19 (3.31%) PCIe
9 15 (2.61%) Hedge funds
10 13 (2.26%) Management Information System
11 12 (2.09%) Derivative
11 12 (2.09%) Fixed Income
11 12 (2.09%) Video\Live Streaming
12 11 (1.92%) Verilog
13 10 (1.74%) Cloud Native
13 10 (1.74%) Driving Licence
13 10 (1.74%) NVMe
13 10 (1.74%) Renewable Energy
14 9 (1.57%) Greenfield Project
Operating Systems
1 56 (9.76%) Linux
2 14 (2.44%) Windows
3 10 (1.74%) 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 (0.70%) Robot Operating System
5 4 (0.70%) Windows Server
6 2 (0.35%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 252 (43.90%) Software Engineering
2 174 (30.31%) AI
3 153 (26.66%) Machine Learning
4 144 (25.09%) Computer Science
5 104 (18.12%) Agile
6 101 (17.60%) Data Science
7 98 (17.07%) Problem-Solving
8 80 (13.94%) Analytics
8 80 (13.94%) Mathematics
9 72 (12.54%) CI/CD
10 62 (10.80%) Continuous Improvement
11 60 (10.45%) Decision-Making
12 58 (10.10%) Mentoring
12 58 (10.10%) Signal Processing
12 58 (10.10%) Test Automation
13 56 (9.76%) Validation
14 50 (8.71%) Deep Learning
15 45 (7.84%) SDLC
16 43 (7.49%) Low Latency
16 43 (7.49%) Physics
Programming Languages
1 302 (52.61%) Python
2 154 (26.83%) C++
3 58 (10.10%) C
4 57 (9.93%) C#
5 49 (8.54%) SQL
6 42 (7.32%) Java
7 33 (5.75%) MATLAB
8 25 (4.36%) JavaScript
8 25 (4.36%) TypeScript
9 20 (3.48%) Rust
10 17 (2.96%) Go
11 16 (2.79%) Embedded C++
12 13 (2.26%) Embedded C
13 12 (2.09%) Assembly Language
14 9 (1.57%) R
15 3 (0.52%) Fortran
15 3 (0.52%) Julia
15 3 (0.52%) VBA
16 2 (0.35%) Bash
16 2 (0.35%) Shell Script
Qualifications
1 161 (28.05%) Degree
2 81 (14.11%) Security Cleared
3 44 (7.67%) Computer Science Degree
4 43 (7.49%) SC Cleared
5 40 (6.97%) Master's Degree
6 35 (6.10%) PhD
7 30 (5.23%) DV Cleared
8 20 (3.48%) BPSS Clearance
9 11 (1.92%) AWS Certification
10 8 (1.39%) Numerate Degree
11 3 (0.52%) AWS Certified Solutions Architect
11 3 (0.52%) DBS Check
12 2 (0.35%) Microsoft Certification
13 1 (0.17%) CISSP
13 1 (0.17%) HND
13 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 35 (6.10%) QA
2 15 (2.61%) Accessibility
3 11 (1.92%) Data Quality
3 11 (1.92%) GDPR
4 9 (1.57%) ISO/IEC 15288
5 6 (1.05%) Automotive SPICE
5 6 (1.05%) ISO 26262
5 6 (1.05%) MISRA
5 6 (1.05%) MISRA C
6 5 (0.87%) Actionable Recommendations
7 4 (0.70%) ISO/IEC 12207
8 1 (0.17%) ISO 9001
8 1 (0.17%) ISO/IEC 27001
8 1 (0.17%) MiFID
8 1 (0.17%) NIST
8 1 (0.17%) PCI DSS
System Software
1 50 (8.71%) Docker
2 41 (7.14%) Firmware
3 22 (3.83%) 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 (5.92%) 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 (6.45%) Google
2 13 (2.26%) Microsoft
3 12 (2.09%) Screaming Frog
4 11 (1.92%) IBM
5 10 (1.74%) Altera
5 10 (1.74%) Xilinx
6 7 (1.22%) Ahrefs
6 7 (1.22%) OpenAI
7 6 (1.05%) 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%) VMware
9 4 (0.70%) Foundry
9 4 (0.70%) Sitebulb
9 4 (0.70%) Thales
10 3 (0.52%) Dynatrace
10 3 (0.52%) Rockwell
10 3 (0.52%) Splunk