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

6 months to
9 Sep 2026
Same period 2025 Same period 2024
Rank 347 229 151
Rank change year-on-year -118 -78 +139
Permanent jobs citing Algorithms 584 663 1,364
As % of all permanent jobs in the UK 0.52% 1.34% 1.74%
As % of the Miscellaneous category 1.99% 3.25% 5.41%
Number of salaries quoted 377 261 429
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 £125,000 £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 29,315 20,384 25,233
As % of all permanent jobs advertised in the UK 26.06% 41.11% 32.20%
Number of salaries quoted 18,426 10,234 13,367
10th Percentile £31,000 £28,750 £31,250
25th Percentile £41,250 £36,925 £42,500
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 9 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 9 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 -83 547 £67,500 -4.39% 1,274
UK excluding London -89 382 £62,500 +8.70% 563
London -105 189 £85,000 -20.93% 839
Work from Home -33 157 £58,000 -17.85% 1,865
South East -23 138 £70,000 +12.90% 147
East of England +10 103 £62,500 +13.64% 116
North of England -35 47 £52,000 +15.56% 75
South West -58 44 £60,000 +20.91% 88
Midlands -39 28 £67,500 +12.50% 53
West Midlands -21 22 £67,500 +17.39% 31
Yorkshire -30 21 £32,500 -7.14% 20
Scotland -52 18 £39,500 -31.30% 73
North West -15 13 £60,000 +33.33% 41
North East -54 13 £60,000 -47.83% 17
East Midlands -35 5 £67,500 +150.00% 22
Wales -77 2 £39,500 -43.00% 10
Northern Ireland - 2 £39,500 - 10

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 (2.23%) 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%) Microsoft Excel
5 1 (0.17%) Mathematica
Business Applications
1 10 (1.71%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 85 (14.55%) AWS
2 57 (9.76%) Azure
3 30 (5.14%) 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 (1.88%) Cloud Computing
8 10 (1.71%) 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 (0.68%) AWS Lambda
11 4 (0.68%) Azure Data Factory
11 4 (0.68%) Serverless
12 3 (0.51%) Amazon SageMaker
Communications & Networking
1 18 (3.08%) Broadband
2 12 (2.05%) Multicast
3 8 (1.37%) 5G
3 8 (1.37%) LTE
4 7 (1.20%) 3GPP
4 7 (1.20%) GSM
4 7 (1.20%) Radio Access Network
4 7 (1.20%) RANAP
4 7 (1.20%) SS7
4 7 (1.20%) UMTS
4 7 (1.20%) Wireless
4 7 (1.20%) Wireshark
5 6 (1.03%) Software-Defined Radio
6 3 (0.51%) Internet
6 3 (0.51%) Wi-Fi
7 2 (0.34%) Ethernet
7 2 (0.34%) Firewall
8 1 (0.17%) IPsec
8 1 (0.17%) RS-422
8 1 (0.17%) X.509
Database & Business Intelligence
1 20 (3.42%) Metadata
2 19 (3.25%) PostgreSQL
3 17 (2.91%) Big Data
4 10 (1.71%) BigQuery
4 10 (1.71%) MongoDB
5 9 (1.54%) Elasticsearch
6 8 (1.37%) Amazon RDS
6 8 (1.37%) Power BI
7 6 (1.03%) GIS
8 5 (0.86%) NoSQL
9 4 (0.68%) Hadoop
9 4 (0.68%) MySQL
9 4 (0.68%) Redis
9 4 (0.68%) Relational Database
9 4 (0.68%) 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 (12.33%) Git
2 24 (4.11%) Visual Studio Code
3 20 (3.42%) Rational DOORS
4 17 (2.91%) GitLab
5 15 (2.57%) JIRA
6 13 (2.23%) Jenkins
7 7 (1.20%) GCC
7 7 (1.20%) GDB
8 4 (0.68%) CMake
9 3 (0.51%) 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 (20.89%) Finance
2 79 (13.53%) Social Skills
3 65 (11.13%) Analytical Skills
4 57 (9.76%) Inclusion and Diversity
5 46 (7.88%) Marketing
6 34 (5.82%) Banking
7 27 (4.62%) Electronics
8 26 (4.45%) Aerospace
9 25 (4.28%) Retail
10 24 (4.11%) Law
11 21 (3.60%) Advertising
12 17 (2.91%) Games
13 15 (2.57%) Front Office
14 13 (2.23%) Financial Institution
15 12 (2.05%) Telecoms
16 10 (1.71%) Legal
16 10 (1.71%) Manufacturing
17 9 (1.54%) Automotive
18 7 (1.20%) Investment Banking
19 5 (0.86%) Publishing
Job Titles
1 162 (27.74%) Software Engineer
2 126 (21.58%) Senior
3 98 (16.78%) Developer
4 60 (10.27%) Lead
5 47 (8.05%) Senior Software Engineer
6 41 (7.02%) Python Developer
7 37 (6.34%) Embedded Engineer
8 36 (6.16%) Data Scientist
9 34 (5.82%) C++ Software Engineer
10 33 (5.65%) Senior Developer
11 27 (4.62%) Python Engineer
12 22 (3.77%) FPGA Engineer
13 21 (3.60%) Systems Engineer
14 19 (3.25%) Embedded Software Engineer
14 19 (3.25%) Python Software Engineer
14 19 (3.25%) Senior Embedded Engineer
15 16 (2.74%) Quantitative Developer
15 16 (2.74%) SEO Specialist
16 14 (2.40%) Senior C++ Software Engineer
17 13 (2.23%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 35 (5.99%) PyTorch
2 29 (4.97%) Boost C++ Libraries
3 28 (4.79%) NumPy
3 28 (4.79%) Pandas
4 25 (4.28%) React
4 25 (4.28%) TensorFlow
5 24 (4.11%) .NET
6 23 (3.94%) HTML
7 19 (3.25%) 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 (2.05%) Django
12 12 (2.05%) pytest
13 11 (1.88%) Google JAX
13 11 (1.88%) Hugging Face
13 11 (1.88%) JAX
14 10 (1.71%) Yocto
Miscellaneous
1 85 (14.55%) Data Structures
2 38 (6.51%) Embedded Systems
3 36 (6.16%) Distributed Systems
4 31 (5.31%) Equities
4 31 (5.31%) FPGA
5 26 (4.45%) Robotics
6 22 (3.77%) VHDL
7 20 (3.42%) Product Ownership
8 19 (3.25%) PCIe
9 17 (2.91%) Hedge funds
10 13 (2.23%) Derivative
10 13 (2.23%) Fixed Income
10 13 (2.23%) Management Information System
11 12 (2.05%) Verilog
11 12 (2.05%) Video\Live Streaming
12 10 (1.71%) Driving Licence
12 10 (1.71%) Greenfield Project
12 10 (1.71%) NVMe
12 10 (1.71%) Renewable Energy
13 9 (1.54%) Cloud Native
Operating Systems
1 61 (10.45%) Linux
2 14 (2.40%) Windows
3 10 (1.71%) 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 (0.68%) Robot Operating System
5 4 (0.68%) Windows Server
6 2 (0.34%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 257 (44.01%) Software Engineering
2 174 (29.79%) AI
3 152 (26.03%) Machine Learning
4 148 (25.34%) Computer Science
5 105 (17.98%) Agile
6 99 (16.95%) Data Science
7 97 (16.61%) Problem-Solving
8 80 (13.70%) Analytics
9 79 (13.53%) Mathematics
10 71 (12.16%) CI/CD
11 63 (10.79%) Continuous Improvement
12 61 (10.45%) Signal Processing
13 60 (10.27%) Mentoring
14 59 (10.10%) Decision-Making
14 59 (10.10%) Test Automation
15 56 (9.59%) Validation
16 52 (8.90%) Deep Learning
17 48 (8.22%) SDLC
18 45 (7.71%) Low Latency
18 45 (7.71%) OOP
Programming Languages
1 311 (53.25%) Python
2 158 (27.05%) C++
3 59 (10.10%) C
4 56 (9.59%) C#
5 47 (8.05%) SQL
6 42 (7.19%) Java
7 29 (4.97%) MATLAB
8 25 (4.28%) TypeScript
9 24 (4.11%) JavaScript
10 20 (3.42%) Rust
11 17 (2.91%) Go
12 16 (2.74%) Embedded C++
13 13 (2.23%) Embedded C
14 12 (2.05%) Assembly Language
15 9 (1.54%) R
16 3 (0.51%) Fortran
16 3 (0.51%) Julia
16 3 (0.51%) VBA
17 2 (0.34%) Bash
17 2 (0.34%) SystemVerilog
Qualifications
1 164 (28.08%) Degree
2 78 (13.36%) Security Cleared
3 46 (7.88%) Computer Science Degree
4 41 (7.02%) SC Cleared
5 37 (6.34%) Master's Degree
6 33 (5.65%) PhD
7 30 (5.14%) DV Cleared
8 20 (3.42%) BPSS Clearance
9 14 (2.40%) AWS Certification
10 8 (1.37%) Numerate Degree
11 4 (0.68%) AWS Certified Cloud Practitioner
12 3 (0.51%) AWS Certified Solutions Architect
13 2 (0.34%) DBS Check
13 2 (0.34%) Microsoft Certification
14 1 (0.17%) HND
14 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 36 (6.16%) QA
2 15 (2.57%) Accessibility
3 11 (1.88%) GDPR
4 10 (1.71%) Data Quality
5 9 (1.54%) ISO/IEC 15288
6 6 (1.03%) Automotive SPICE
6 6 (1.03%) ISO 26262
6 6 (1.03%) MISRA
6 6 (1.03%) MISRA C
7 5 (0.86%) Actionable Recommendations
8 4 (0.68%) ISO/IEC 12207
9 1 (0.17%) AUTOSAR
9 1 (0.17%) ISO 9001
9 1 (0.17%) MiFID
System Software
1 54 (9.25%) Docker
2 42 (7.19%) Firmware
3 22 (3.77%) 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 (5.65%) 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 39 (6.68%) Google
2 18 (3.08%) Microsoft
3 12 (2.05%) Screaming Frog
4 11 (1.88%) IBM
4 11 (1.88%) Xilinx
5 10 (1.71%) Altera
6 9 (1.54%) Databricks
7 7 (1.20%) Ahrefs
8 6 (1.03%) OpenAI
8 6 (1.03%) TikTok
9 5 (0.86%) Dell
9 5 (0.86%) HP
9 5 (0.86%) McAfee
9 5 (0.86%) VMware
10 4 (0.68%) Foundry
10 4 (0.68%) Sitebulb
11 3 (0.51%) Dynatrace
11 3 (0.51%) Rockwell
11 3 (0.51%) Splunk
12 2 (0.34%) Thales