Algorithms Job Trends

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

6 months to
21 Mar 2026
Same period 2025 Same period 2024
Rank 319 155 139
Rank change year-on-year -164 -16 +27
Permanent jobs citing Algorithms 443 832 1,846
As % of all permanent jobs in the UK 0.58% 1.97% 2.15%
As % of the Miscellaneous category 1.91% 5.07% 5.92%
Number of salaries quoted 242 420 680
10th Percentile - £45,000 £41,250
25th Percentile £33,750 £53,750 £51,250
Median annual salary (50th Percentile) £62,500 £65,000 £65,000
Median % change year-on-year -3.85% - -13.33%
75th Percentile £100,000 £85,000 £85,000
90th Percentile £113,750 £111,375 £115,000
UK excluding London median annual salary £40,792 £62,500 £60,000
% change year-on-year -34.73% +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 23,215 16,398 31,197
As % of all permanent jobs advertised in the UK 30.57% 38.80% 36.38%
Number of salaries quoted 11,830 8,856 21,772
10th Percentile £28,985 £32,500 £28,500
25th Percentile £37,500 £45,000 £38,750
Median annual salary (50th Percentile) £56,500 £60,000 £55,000
Median % change year-on-year -5.83% +9.09% -15.38%
75th Percentile £78,790 £82,500 £76,250
90th Percentile £100,000 £112,500 £97,500
UK excluding London median annual salary £49,500 £55,000 £50,000
% change year-on-year -10.00% +10.00% -9.09%

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 21 March 2026.

Salary histogram for Algorithms in the UK

Algorithms
Top 16 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 21 March 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 -164 390 £64,500 -0.77% 401
UK excluding London -206 212 £40,792 -34.73% 341
London -29 192 £100,000 -2.44% 114
Work from Home -144 99 £73,450 +22.42% 117
South East -123 57 £67,250 +7.60% 103
North of England -67 48 £37,500 -47.91% 60
South West -99 32 £40,792 -37.24% 54
Midlands -34 30 £50,000 -16.67% 46
North West -26 29 £37,500 -56.88% 30
East of England -87 26 £42,500 -44.08% 51
West Midlands -5 18 £37,500 -37.50% 20
Yorkshire -49 13 £37,500 -28.57% 16
Scotland -31 12 £37,500 -16.67% 18
East Midlands -59 11 £75,000 +25.00% 26
Wales -32 7 £57,500 -4.17% 9
North East -22 6 £37,500 -50.82% 15

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 54 (12.19%) Jupyter
2 20 (4.51%) ArcGIS
3 11 (2.48%) Apache Spark
4 10 (2.26%) CMS
5 9 (2.03%) Apache Airflow
6 6 (1.35%) Kinematics
7 5 (1.13%) IIS
8 2 (0.45%) Confluence
9 1 (0.23%) Apache
9 1 (0.23%) Drupal
9 1 (0.23%) SharePoint
9 1 (0.23%) WordPress
Applications
1 54 (12.19%) Chatbot
2 5 (1.13%) Microsoft Office
3 4 (0.90%) Simulink
4 3 (0.68%) Adobe Creative Suite
4 3 (0.68%) Adobe Premiere
4 3 (0.68%) Final Cut Pro
4 3 (0.68%) Microsoft Excel
5 2 (0.45%) Microsoft PowerPoint
5 2 (0.45%) OrCAD
Business Applications
1 8 (1.81%) Towers Watson Igloo
2 4 (0.90%) Distributed Ledger
3 1 (0.23%) Bloomberg AIM
3 1 (0.23%) Fidessa
3 1 (0.23%) Salesforce CRM
3 1 (0.23%) Shopify
Cloud Services
1 136 (30.70%) AWS
2 69 (15.58%) Azure
3 58 (13.09%) Cloud Computing
4 39 (8.80%) GCP
5 18 (4.06%) GitHub
6 15 (3.39%) Power Platform
7 14 (3.16%) Google Analytics
8 11 (2.48%) Azure Machine Learning
9 7 (1.58%) Snowflake
10 5 (1.13%) Amazon EKS
10 5 (1.13%) Google Tag Manager
11 4 (0.90%) Prefect
11 4 (0.90%) SaaS
11 4 (0.90%) Slack
12 3 (0.68%) Amazon SageMaker
12 3 (0.68%) Canva
12 3 (0.68%) Firebase
13 2 (0.45%) Azure DevOps
13 2 (0.45%) Google Workspace
13 2 (0.45%) Serverless
Communications & Networking
1 14 (3.16%) Broadband
1 14 (3.16%) Multicast
2 8 (1.81%) Software-Defined Radio
3 6 (1.35%) Ethernet
4 5 (1.13%) TCP/IP
5 4 (0.90%) Network Security
6 2 (0.45%) Internet
7 1 (0.23%) IPsec
7 1 (0.23%) S/MIME
7 1 (0.23%) VPN
7 1 (0.23%) X.509
Database & Business Intelligence
1 25 (5.64%) BigQuery
2 22 (4.97%) Elasticsearch
2 22 (4.97%) GIS
3 21 (4.74%) QGIS
3 21 (4.74%) Spatial Data
4 19 (4.29%) Metadata
5 15 (3.39%) Big Data
6 14 (3.16%) PostgreSQL
7 13 (2.93%) Power BI
8 12 (2.71%) MongoDB
8 12 (2.71%) NoSQL
8 12 (2.71%) Tableau
9 11 (2.48%) Hadoop
10 6 (1.35%) Data Mining
11 5 (1.13%) Data Lake
11 5 (1.13%) Relational Database
11 5 (1.13%) SQL Server
12 4 (0.90%) Amazon Athena
13 3 (0.68%) Looker
14 1 (0.23%) TimescaleDB
Development Applications
1 57 (12.87%) Visual Studio Code
2 35 (7.90%) Git
3 25 (5.64%) Rational DOORS
4 17 (3.84%) JIRA
5 4 (0.90%) MLflow
6 3 (0.68%) GitLab
7 2 (0.45%) Jenkins
8 1 (0.23%) Bitbucket
8 1 (0.23%) TestRail
General
1 154 (34.76%) Finance
2 83 (18.74%) Social Skills
3 75 (16.93%) Analytical Skills
4 69 (15.58%) Retail
5 60 (13.54%) Manufacturing
6 44 (9.93%) Marketing
7 37 (8.35%) Electronics
8 35 (7.90%) Front Office
9 29 (6.55%) Games
10 20 (4.51%) Banking
11 14 (3.16%) Legal
12 13 (2.93%) Automotive
12 13 (2.93%) Law
13 12 (2.71%) Inclusion and Diversity
14 11 (2.48%) Presentation Skills
15 10 (2.26%) Financial Institution
15 10 (2.26%) Public Sector
16 5 (1.13%) Aerospace
16 5 (1.13%) Documentation Skills
16 5 (1.13%) Pharmaceutical
Job Titles
1 82 (18.51%) Senior
2 76 (17.16%) Software Engineer
3 72 (16.25%) Developer
4 52 (11.74%) Artificial Intelligence Programmer
4 52 (11.74%) Programmer
5 51 (11.51%) Trainee
5 51 (11.51%) Trainee Programmer
6 35 (7.90%) Senior Developer
7 34 (7.67%) Python Developer
8 31 (7.00%) C++ Software Engineer
9 29 (6.55%) Lead
10 26 (5.87%) Principal Engineer
11 24 (5.42%) Quantitative Developer
11 24 (5.42%) Senior Software Engineer
12 22 (4.97%) Senior Python Developer
13 21 (4.74%) Consultant
13 21 (4.74%) Senior Quantitative Developer
13 21 (4.74%) Systems Engineer
14 20 (4.51%) C++ Quantitative Developer
14 20 (4.51%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 71 (16.03%) Pandas
2 70 (15.80%) NumPy
3 63 (14.22%) scikit-learn
4 58 (13.09%) Matplotlib
5 56 (12.64%) Streamlit
6 55 (12.42%) Hugging Face
7 47 (10.61%) PyTorch
8 40 (9.03%) Boost C++ Libraries
9 30 (6.77%) TensorFlow
10 29 (6.55%) Django
11 24 (5.42%) FIX Protocol
12 15 (3.39%) .NET
13 14 (3.16%) pytest
13 14 (3.16%) REST
14 13 (2.93%) React
15 12 (2.71%) RESTful
16 10 (2.26%) HTML
17 8 (1.81%) Kafka
18 7 (1.58%) Flask
18 7 (1.58%) OpenCV
Miscellaneous
1 77 (17.38%) Data Structures
2 47 (10.61%) Distributed Systems
3 42 (9.48%) Equities
4 29 (6.55%) Management Information System
5 25 (5.64%) Greenfield Project
6 22 (4.97%) Hedge funds
7 21 (4.74%) FPGA
8 20 (4.51%) Derivative
9 17 (3.84%) Cloud Native
10 16 (3.61%) Product Ownership
11 15 (3.39%) Fixed Income
12 13 (2.93%) Social Media
13 12 (2.71%) PCIe
14 11 (2.48%) Self-Motivation
14 11 (2.48%) VHDL
14 11 (2.48%) Video\Live Streaming
15 10 (2.26%) Analytical Mindset
15 10 (2.26%) Embedded Systems
16 8 (1.81%) NVMe
16 8 (1.81%) Robotics
Operating Systems
1 48 (10.84%) Linux
2 4 (0.90%) Android
2 4 (0.90%) Apple iOS
3 3 (0.68%) Robot Operating System
4 2 (0.45%) Unix
5 1 (0.23%) FreeRTOS
5 1 (0.23%) Windows
Processes & Methodologies
1 182 (41.08%) AI
2 180 (40.63%) Machine Learning
3 148 (33.41%) Software Engineering
4 123 (27.77%) Computer Science
5 111 (25.06%) Analytics
6 96 (21.67%) Data Science
7 94 (21.22%) OOP
8 92 (20.77%) OO
9 87 (19.64%) Visualisation
10 78 (17.61%) Workflow
11 75 (16.93%) LLM
12 62 (14.00%) Technical Leadership
13 61 (13.77%) Data Privacy
14 60 (13.54%) Agile
14 60 (13.54%) Neural Network
15 59 (13.32%) Problem-Solving
16 58 (13.09%) Retrieval-Augmented Generation
17 57 (12.87%) Customer Service
18 56 (12.64%) Artificial Intelligence Engineering
18 56 (12.64%) Mathematics
Programming Languages
1 278 (62.75%) Python
2 107 (24.15%) C++
3 52 (11.74%) SQL
4 40 (9.03%) C
5 32 (7.22%) C#
6 24 (5.42%) Java
7 18 (4.06%) R
8 14 (3.16%) Rust
9 13 (2.93%) Go
10 10 (2.26%) JavaScript
11 9 (2.03%) Assembly Language
12 7 (1.58%) MATLAB
12 7 (1.58%) TypeScript
13 5 (1.13%) Scala
14 4 (0.90%) T-SQL
15 3 (0.68%) Bash
15 3 (0.68%) VBA
15 3 (0.68%) VC++
16 2 (0.45%) Embedded C
16 2 (0.45%) Embedded C++
Qualifications
1 118 (26.64%) Degree
2 58 (13.09%) AWS Certification
3 54 (12.19%) AWS Certified Cloud Practitioner
4 45 (10.16%) Master's Degree
5 42 (9.48%) PhD
6 39 (8.80%) Computer Science Degree
7 17 (3.84%) BPSS Clearance
8 13 (2.93%) Security Cleared
9 9 (2.03%) SC Cleared
10 7 (1.58%) DV Cleared
11 6 (1.35%) CISM
11 6 (1.35%) CISSP
12 5 (1.13%) CISA
12 5 (1.13%) CRISC
12 5 (1.13%) MBA
13 4 (0.90%) Postgraduate
14 3 (0.68%) DBS Check
15 1 (0.23%) CEH
15 1 (0.23%) GIAC
15 1 (0.23%) Microsoft Certification
Quality Assurance & Compliance
1 41 (9.26%) QA
2 29 (6.55%) Accessibility
3 27 (6.09%) Data Quality
4 17 (3.84%) ISO/IEC 15288
5 5 (1.13%) Actionable Recommendations
5 5 (1.13%) CDISC
5 5 (1.13%) Cyber Essentials
5 5 (1.13%) GxP
5 5 (1.13%) HL7
5 5 (1.13%) ISO/IEC 27001
6 4 (0.90%) IEC 61508
6 4 (0.90%) ISO 26262
7 3 (0.68%) EMIR
8 2 (0.45%) GDPR
8 2 (0.45%) NIST
9 1 (0.23%) AUTOSAR
9 1 (0.23%) EU AI Act
9 1 (0.23%) NIST 800
9 1 (0.23%) PCI DSS
9 1 (0.23%) Sarbanes-Oxley
System Software
1 22 (4.97%) Firmware
2 16 (3.61%) Docker
3 12 (2.71%) Embedded Firmware
Systems Management
1 12 (2.71%) Kubernetes
2 6 (1.35%) Terraform
3 4 (0.90%) Kubeflow
4 1 (0.23%) Grafana
Vendors
1 61 (13.77%) Microsoft
2 52 (11.74%) Google
3 17 (3.84%) IBM
4 13 (2.93%) Databricks
5 12 (2.71%) Altera
6 11 (2.48%) Screaming Frog
7 9 (2.03%) Xilinx
8 8 (1.81%) YouTube
9 6 (1.35%) Botify
9 6 (1.35%) Oracle
10 5 (1.13%) Ahrefs
10 5 (1.13%) BT
11 4 (0.90%) Remedy
12 3 (0.68%) Adobe
12 3 (0.68%) Facebook
12 3 (0.68%) Instagram
12 3 (0.68%) TikTok
13 2 (0.45%) Hotjar
13 2 (0.45%) SAP
13 2 (0.45%) Thales