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

6 months to
10 Sep 2026
Same period 2025 Same period 2024
Rank 348 237 147
Rank change year-on-year -111 -90 +148
Permanent jobs citing Algorithms 583 663 1,368
As % of all permanent jobs in the UK 0.52% 1.33% 1.74%
As % of the Miscellaneous category 1.98% 3.25% 5.41%
Number of salaries quoted 376 264 432
10th Percentile £33,750 £37,424 £39,500
25th Percentile £50,000 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £70,000 £65,000
Median % change year-on-year -7.14% +7.69% -10.34%
75th Percentile £80,000 £105,000 £82,500
90th Percentile £100,000 £127,500 £100,000
UK excluding London median annual salary £62,500 £57,500 £60,000
% change year-on-year +8.70% -4.17% -

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 29,506 20,419 25,294
As % of all permanent jobs advertised in the UK 26.12% 41.10% 32.24%
Number of salaries quoted 18,551 10,274 13,419
10th Percentile £31,000 £28,750 £31,250
25th Percentile £41,000 £36,925 £42,516
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 £81,250
90th Percentile £100,000 £102,500 £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 10 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 10 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 -79 548 £67,500 -4.39% 648
UK excluding London -94 385 £62,500 +8.70% 341
London -113 186 £85,000 -20.93% 380
Work from Home -34 157 £58,000 -17.85% 232
South East -12 142 £70,000 +12.90% 98
East of England +16 104 £63,750 +15.91% 62
North of England -29 47 £52,000 +15.56% 44
South West -67 44 £60,000 +20.91% 61
Midlands -36 27 £67,500 +12.50% 37
West Midlands -16 22 £67,500 +17.39% 19
Yorkshire -29 21 £32,500 -7.14% 12
Scotland -55 17 £39,500 -31.30% 37
North West -14 13 £60,000 +33.33% 21
North East -49 13 £60,000 -47.83% 12
East Midlands -26 5 £67,500 +150.00% 18
Wales -82 2 £39,500 -43.00% 3
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 14 (2.40%) Apache Spark
2 9 (1.54%) Apache Airflow
3 7 (1.20%) Jupyter
4 6 (1.03%) SAS
5 5 (0.86%) CMS
6 3 (0.51%) Apache
7 2 (0.34%) Apache Pulsar
8 1 (0.17%) Confluence
8 1 (0.17%) Kinematics
8 1 (0.17%) R Markdown
8 1 (0.17%) WordPress
Applications
1 14 (2.40%) Simulink
2 7 (1.20%) Chatbot
3 3 (0.51%) Blender
3 3 (0.51%) CATIA
3 3 (0.51%) Maya
4 2 (0.34%) Mathematica
4 2 (0.34%) Microsoft Excel
Business Applications
1 11 (1.89%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 83 (14.24%) AWS
2 55 (9.43%) Azure
3 28 (4.80%) GCP
4 16 (2.74%) GitHub
5 15 (2.57%) Google Analytics
6 13 (2.23%) Google Ads
6 13 (2.23%) SaaS
7 11 (1.89%) Cloud Computing
8 10 (1.72%) Amazon ECS
9 8 (1.37%) Power Platform
9 8 (1.37%) Snowflake
10 5 (0.86%) Amazon EKS
10 5 (0.86%) Prefect
10 5 (0.86%) Slack
10 5 (0.86%) Vertex AI
10 5 (0.86%) Virtual Private Cloud
11 4 (0.69%) AWS Lambda
11 4 (0.69%) Azure Data Factory
11 4 (0.69%) Serverless
12 3 (0.51%) Datadog
Communications & Networking
1 18 (3.09%) Broadband
2 12 (2.06%) Multicast
3 9 (1.54%) LTE
3 9 (1.54%) Wireless
4 8 (1.37%) 5G
5 7 (1.20%) 3GPP
5 7 (1.20%) GSM
5 7 (1.20%) Radio Access Network
5 7 (1.20%) RANAP
5 7 (1.20%) Software-Defined Radio
5 7 (1.20%) SS7
5 7 (1.20%) UMTS
5 7 (1.20%) Wireshark
6 3 (0.51%) Internet
6 3 (0.51%) Wi-Fi
7 2 (0.34%) Firewall
8 1 (0.17%) Ethernet
8 1 (0.17%) FIX Connectivity
8 1 (0.17%) MQTT
8 1 (0.17%) RS-422
Database & Business Intelligence
1 20 (3.43%) Metadata
2 19 (3.26%) PostgreSQL
3 17 (2.92%) Big Data
4 10 (1.72%) MongoDB
5 8 (1.37%) Amazon RDS
5 8 (1.37%) BigQuery
5 8 (1.37%) Power BI
6 7 (1.20%) Elasticsearch
7 6 (1.03%) GIS
8 5 (0.86%) NoSQL
9 4 (0.69%) Hadoop
9 4 (0.69%) MySQL
9 4 (0.69%) Redis
9 4 (0.69%) Relational Database
9 4 (0.69%) Tableau
10 3 (0.51%) Data Lake
10 3 (0.51%) Data Mining
10 3 (0.51%) Data Warehouse
10 3 (0.51%) DynamoDB
10 3 (0.51%) KDB
Development Applications
1 72 (12.35%) Git
2 24 (4.12%) Visual Studio Code
3 21 (3.60%) Rational DOORS
4 17 (2.92%) GitLab
5 15 (2.57%) JIRA
6 13 (2.23%) Jenkins
7 7 (1.20%) GCC
7 7 (1.20%) GDB
8 4 (0.69%) CMake
8 4 (0.69%) MLflow
9 3 (0.51%) PetaLinux
9 3 (0.51%) Visual Studio
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
1 122 (20.93%) Finance
2 80 (13.72%) Social Skills
3 65 (11.15%) Analytical Skills
4 57 (9.78%) Inclusion and Diversity
5 46 (7.89%) Marketing
6 34 (5.83%) Banking
7 28 (4.80%) Aerospace
8 26 (4.46%) Electronics
8 26 (4.46%) Retail
9 24 (4.12%) Law
10 22 (3.77%) Advertising
11 17 (2.92%) Games
12 15 (2.57%) Front Office
13 13 (2.23%) Financial Institution
14 12 (2.06%) Telecoms
15 10 (1.72%) Legal
15 10 (1.72%) Manufacturing
16 8 (1.37%) Automotive
17 7 (1.20%) Investment Banking
18 5 (0.86%) Presentation Skills
Job Titles
1 161 (27.62%) Software Engineer
2 124 (21.27%) Senior
3 96 (16.47%) Developer
4 60 (10.29%) Lead
5 47 (8.06%) Senior Software Engineer
6 40 (6.86%) Python Developer
7 37 (6.35%) Embedded Engineer
8 36 (6.17%) Data Scientist
9 34 (5.83%) C++ Software Engineer
10 32 (5.49%) Senior Developer
11 27 (4.63%) Python Engineer
12 23 (3.95%) FPGA Engineer
13 20 (3.43%) Systems Engineer
14 19 (3.26%) Embedded Software Engineer
14 19 (3.26%) Python Software Engineer
14 19 (3.26%) Senior Embedded Engineer
15 16 (2.74%) SEO Specialist
16 15 (2.57%) Quantitative Developer
17 14 (2.40%) Design Engineer
17 14 (2.40%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 36 (6.17%) PyTorch
2 29 (4.97%) Boost C++ Libraries
2 29 (4.97%) NumPy
2 29 (4.97%) Pandas
3 26 (4.46%) TensorFlow
4 25 (4.29%) React
5 24 (4.12%) .NET
6 23 (3.95%) HTML
7 19 (3.26%) CSS
8 16 (2.74%) FIX Protocol
9 15 (2.57%) Terraform
10 14 (2.40%) Kafka
10 14 (2.40%) REST
11 13 (2.23%) STL
12 12 (2.06%) Hugging Face
12 12 (2.06%) pytest
13 11 (1.89%) Google JAX
13 11 (1.89%) JAX
13 11 (1.89%) scikit-learn
14 10 (1.72%) Django
Miscellaneous
1 83 (14.24%) Data Structures
2 39 (6.69%) Embedded Systems
3 34 (5.83%) Distributed Systems
4 33 (5.66%) FPGA
5 31 (5.32%) Equities
6 26 (4.46%) Robotics
7 23 (3.95%) VHDL
8 21 (3.60%) Product Ownership
9 20 (3.43%) PCIe
10 17 (2.92%) Hedge funds
11 13 (2.23%) Derivative
11 13 (2.23%) Fixed Income
11 13 (2.23%) Management Information System
12 12 (2.06%) Verilog
12 12 (2.06%) Video\Live Streaming
13 11 (1.89%) NVMe
14 10 (1.72%) Driving Licence
14 10 (1.72%) Renewable Energy
15 9 (1.54%) Cloud Native
16 8 (1.37%) Greenfield Project
Operating Systems
1 61 (10.46%) Linux
2 14 (2.40%) Windows
3 10 (1.72%) Embedded Linux
4 5 (0.86%) Windows Server 2008
4 5 (0.86%) Windows Server 2012
4 5 (0.86%) Windows Server 2016
4 5 (0.86%) Windows Server 2019
5 4 (0.69%) Robot Operating System
5 4 (0.69%) Windows Server
6 2 (0.34%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 256 (43.91%) Software Engineering
2 175 (30.02%) AI
3 153 (26.24%) Machine Learning
4 145 (24.87%) Computer Science
5 104 (17.84%) Agile
6 99 (16.98%) Data Science
7 98 (16.81%) Problem-Solving
8 81 (13.89%) Mathematics
9 80 (13.72%) Analytics
10 71 (12.18%) CI/CD
11 63 (10.81%) Signal Processing
12 61 (10.46%) Continuous Improvement
13 60 (10.29%) Mentoring
14 59 (10.12%) Decision-Making
14 59 (10.12%) Test Automation
15 56 (9.61%) Validation
16 53 (9.09%) Deep Learning
17 47 (8.06%) SDLC
18 45 (7.72%) Low Latency
18 45 (7.72%) OOP
Programming Languages
1 311 (53.34%) Python
2 159 (27.27%) C++
3 59 (10.12%) C
4 56 (9.61%) C#
5 48 (8.23%) SQL
6 42 (7.20%) Java
7 32 (5.49%) MATLAB
8 25 (4.29%) TypeScript
9 24 (4.12%) JavaScript
10 20 (3.43%) Rust
11 17 (2.92%) Go
12 16 (2.74%) Embedded C++
13 13 (2.23%) Assembly Language
13 13 (2.23%) Embedded C
14 9 (1.54%) R
15 3 (0.51%) Fortran
15 3 (0.51%) Julia
15 3 (0.51%) VBA
16 2 (0.34%) Shell Script
16 2 (0.34%) SystemVerilog
Qualifications
1 162 (27.79%) Degree
2 81 (13.89%) Security Cleared
3 43 (7.38%) Computer Science Degree
3 43 (7.38%) SC Cleared
4 39 (6.69%) Master's Degree
5 35 (6.00%) PhD
6 30 (5.15%) DV Cleared
7 20 (3.43%) BPSS Clearance
8 14 (2.40%) AWS Certification
9 8 (1.37%) Numerate Degree
10 4 (0.69%) AWS Certified Cloud Practitioner
11 3 (0.51%) AWS Certified Solutions Architect
12 2 (0.34%) DBS Check
12 2 (0.34%) Microsoft Certification
13 1 (0.17%) HND
13 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 36 (6.17%) QA
2 15 (2.57%) Accessibility
3 11 (1.89%) Data Quality
3 11 (1.89%) GDPR
4 9 (1.54%) ISO/IEC 15288
5 6 (1.03%) Automotive SPICE
5 6 (1.03%) ISO 26262
5 6 (1.03%) MISRA
5 6 (1.03%) MISRA C
6 5 (0.86%) Actionable Recommendations
7 4 (0.69%) ISO/IEC 12207
8 1 (0.17%) ISO 9001
8 1 (0.17%) MiFID
System Software
1 54 (9.26%) Docker
2 42 (7.20%) Firmware
3 23 (3.95%) Embedded Firmware
4 5 (0.86%) Active Directory
4 5 (0.86%) Hyper-V
4 5 (0.86%) VMware ESXi
4 5 (0.86%) VMware Infrastructure
5 2 (0.34%) Slurm Workload Manager
6 1 (0.17%) IAG
Systems Management
1 33 (5.66%) Kubernetes
2 5 (0.86%) Ansible
2 5 (0.86%) Kubeflow
2 5 (0.86%) SCCM
2 5 (0.86%) SCOM
2 5 (0.86%) Tivoli Identity Manager
3 3 (0.51%) Argo
3 3 (0.51%) Grafana
3 3 (0.51%) Prometheus
4 1 (0.17%) Functional Safety
Vendors
1 37 (6.35%) Google
2 18 (3.09%) Microsoft
3 12 (2.06%) Screaming Frog
3 12 (2.06%) Xilinx
4 11 (1.89%) Altera
4 11 (1.89%) IBM
5 9 (1.54%) Databricks
6 7 (1.20%) Ahrefs
7 6 (1.03%) OpenAI
7 6 (1.03%) TikTok
8 5 (0.86%) Dell
8 5 (0.86%) HP
8 5 (0.86%) McAfee
8 5 (0.86%) VMware
9 4 (0.69%) Foundry
9 4 (0.69%) Sitebulb
9 4 (0.69%) Thales
10 3 (0.51%) Dynatrace
10 3 (0.51%) Rockwell
10 3 (0.51%) Splunk