Causaly
causaly.com
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Overview
Causaly is the fastest way to find evidence, explore hidden connections and make new predictions in biomedical science. The company provides AI-powered software for reading medical information.
News
Sage Inks Licensing Deal with Causaly's AI Platform Focusing on Drug Discovery Research
Causaly and Sage have announced a partnership to bring full-text scientific peer-reviewed literature into the world of AI-powered drug discovery research.
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Report
Causaly and Sage Bring Full-Text Scientific Literature into AI-Powered Drug Discovery Research - AOL
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Causaly and Microsoft Collaborate to Connect Scientific Computation to Scientific Decision-Making for Life Sciences R&D
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Report
Causaly Introduces Scientific Workflows to Turn Expert Scientific Methods into Repeatable, AI-Executed Processes in Life Sciences
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Causaly, an AI platform for drug discovery and biomedical research, raises $60M
London startup Causaly has built an AI platform to help researchers accelerate the development and testing of drugs.
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Technologies
Tech DNA
Python
JavaScript
Node JS
LangChain
OpenTelemetry
React.js
ElasticSearch
PostgreSQL
Redis
GCP
Azure
AWS
LLM
AI/ML
Python
Knowledge Graph
AI Agents
Fine-tuning
LangChain
LLM
LLM Guardrails
Docker
GCP
Git
ArgoCD
Azure
Datadog
GitHub Actions
Kubernetes
OpenTelemetry
Terraform
Vector
GitHub
ElasticSearch
PostgreSQL
Redis
Langfuse
LangGraph
OpenAI
Structured Outputs
CI/CD
Embeddings
NLP
Prompt Engineering
PyTorch
TensorFlow
LLMOps
AWS
IAM
Neo4j
Frontend
JavaScript
Node JS
TypeScript
React.js
Zod
RxJS
Webpack
Security
CIS Benchmarks
ISO 27001
Semgrep
SOC 2
STRIDE
Wiz
Other
GraphQL
FastAPI
Slack
Stack modernity
78/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
AI Agents
5 jobs
Required
$170k
-23% vs market
Knowledge Graph
5 jobs
Required
$170k
-23% vs market
Python
3 jobs
Required
LangChain
3 jobs
Required
Fine-tuning
3 jobs
Required
LLM
3 jobs
Required
LLM Guardrails
3 jobs
Required
JavaScript
2 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
AWS
16%
JavaScript
15%
CI/CD
15%
Kubernetes
14%
TypeScript
13%
Share of companies in the same industry that use each technology.
Stack changes
IAM
Aug 2026
Structured Outputs
Aug 2026
OpenAI
Aug 2026
GitHub
Aug 2026
AI Agents
Aug 2026
LLMOps
Aug 2026
LLM Guardrails
Aug 2026
Knowledge Graph
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
Capco
Weekday
Booz Allen Hamilton
Mastercard
Emagine
Salary insights
Compensation ranges based on this company's open jobs
Median
$170k
Typical range
$170k
Open positions
1
1
Jobs
Senior
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Senior | 1 | $170k | $170k |
Highest paying role
Senior Product Marketing Manager
$170k
Normalized to USD per year
Growth
Hiring Momentum
60/100
Growing
Open positions
5
0 opened / 1 closed in 30 days
Median time-to-fill
53 days
faster than 30% of the market
ATS activity
Every ~3 days
08/29/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Backend
67% ▼
Marketing
33% ▲
Activity Timeline
Added Zod to stack
Aug 2026
Added Vector to stack
Aug 2026
Added Terraform to stack
Aug 2026
Added Redis to stack
Aug 2026
Added PostgreSQL to stack
Aug 2026
Added OpenTelemetry to stack
Aug 2026
Added LangGraph to stack
Aug 2026
Added Langfuse to stack
Aug 2026
Added Kubernetes to stack
Aug 2026
Added GitHub Actions to stack
Aug 2026
Added FastAPI to stack
Aug 2026
Added Datadog to stack
Aug 2026
Jobs
Senior Product Marketing Manager
1 month ago$140k – $170k per year • Remote/Hybrid • Full-Time • 4+ years exp • New York
AI Agents
Knowledge Graph
Apply
Senior Product Marketing Manager
1 month ago≈ $91k – $164k per year (Estimated) • Remote/Hybrid • Full-Time • 4+ years exp • London
AI Agents
Knowledge Graph
Apply
Staff Software Engineer - Agentic Workflows
1 month ago≈ $132k – $286k per year (Estimated) • Remote/Hybrid • Full-Time • London
JavaScript
Node JS
TypeScript
Python
FastAPI
Databases
ElasticSearch
PostgreSQL
Redis
AI/ML
Fine-tuning
LangChain
Langfuse
LangGraph
LLM
AI Agents
Knowledge Graph
LLM Guardrails
OpenAI
Structured Outputs
Frontend
GraphQL
React.js
Zod
DevOps
Docker
GCP
Git
ArgoCD
Azure
Datadog
GitHub Actions
Kubernetes
OpenTelemetry
Terraform
Vector
GitHub
Apply
Senior Software Engineer - Agentic Workflows
1 month ago≈ $94k – $170k per year (Estimated) • Remote/Hybrid • Full-Time • London
JavaScript
Node JS
TypeScript
Python
FastAPI
Databases
ElasticSearch
PostgreSQL
Redis
AI/ML
Fine-tuning
LangChain
Langfuse
LangGraph
LLM
AI Agents
Knowledge Graph
LLM Guardrails
OpenAI
Structured Outputs
Frontend
GraphQL
React.js
Zod
DevOps
Docker
GCP
Git
ArgoCD
Azure
Datadog
GitHub Actions
Kubernetes
OpenTelemetry
Terraform
Vector
GitHub
Apply
Senior AI Engineer
5 months ago≈ $92k – $190k per year (Estimated) • Remote/Hybrid • Full-Time • 5+ years exp • Master's Degree • London
Python
Embeddings
Fine-tuning
LangChain
LLM
NLP
Prompt Engineering
PyTorch
TensorFlow
Knowledge Graph
LLM Guardrails
LLMOps
AI Agents
DevOps
CI/CD
Management
Slack
Apply