Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Elicit is a research company that builds an artificial intelligence assistant for systematic literature review. Its product searches millions of papers, extracts methods, populations and findings into structured tables and drafts evidence summaries with citations. It grew out of the non-profit research organisation Ought, founded in 2018, and is used by academic, medical and policy researchers.
News
Report
Report
Engineering interviews in the era of agents - Elicit
Two years ago we published our stance on coding assistants in interviews. A lot has changed…
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Report
Looking for Hidden Gems in Scientific Literature - Elicit
Scientific literature is vast and contains within it as yet unnoticed connections. Literature-based discovery is an attempt to bring them to light.
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Report
Introducing Clinical Trials - Elicit
Clinical Trials are now in Elicit. Search over 545,000 studies on clinicaltrials.gov and instantly summarize them into tables or reports.
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Report
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Technologies
Tech DNA
Python
JavaScript
TypeScript
Next.js
React.js
CUDA
Amazon Aurora
PostgreSQL
Redis
Amazon EKS
AWS
Cloudflare
Claude
LLM
AI/ML
Python
Kubernetes
GitHub
AI Agents
CI/CD
Amazon Aurora
PostgreSQL
Redis
Amazon EKS
ArgoCD
AWS
Cloudflare
Datadog
GCP
GitHub Actions
GitOps
Karpenter
Platform Engineering
SLI/SLO/SLA
Terraform
Claude
Claude Code
Cursor
LLM
CUDA
CUDA Toolkit
Fine-tuning
Tokenization
CoreWeave
Devin
NIST AI RMF
Asyncio
Frontend
JavaScript
TypeScript
Next.js
React.js
Tailwind CSS
Other
SOC 2
GraphQL
Linear
Stack modernity
79/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
3 jobs
Required
$260k
+44% vs market
AI Agents
3 jobs
Required
$260k
+18% vs market
Kubernetes
3 jobs
Required
$260k
+46% vs market
GitHub
3 jobs
Required
$260k
+65% vs market
CI/CD
2 jobs
Required
$260k
+63% vs market
JavaScript
2 jobs
Required
$260k
+63% vs market
TypeScript
2 jobs
Optional
$260k
+44% vs market
Next.js
2 jobs
Optional
$260k
+34% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Stack changes
NIST AI RMF
Aug 2026
Devin
Aug 2026
CoreWeave
Aug 2026
AI Agents
Aug 2026
GitHub
Aug 2026
Tailwind CSS
Aug 2026
GraphQL
Aug 2026
Tokenization
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
State Street
Booz Allen Hamilton
ITDS Poland
Adobe
Weekday
Salary insights
Compensation ranges based on this company's open jobs
Median
$260k
Typical range
$220k – $300k
Open positions
5
3
Jobs
Senior
66.7%
Staff
33.3%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Senior | 2 | $260k | $260k |
| Staff | 1 | $300k | $300k |
Highest paying role
Engineering Manager
$300k
Normalized to USD per year
Growth
Hiring Momentum
58/100
Growing
Open positions
5
0 opened / 0 closed in 30 days
ATS activity
Every ~2 days
08/30/2026
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.
DevOps
50% ▲
Management
50% ▼
Activity Timeline
Added NIST AI RMF to stack
Aug 2026
Added Devin to stack
Aug 2026
Added CoreWeave to stack
Aug 2026
Added AI Agents to stack
Aug 2026
Added GitHub to stack
Aug 2026
Added Tailwind CSS to stack
Aug 2026
Added GraphQL to stack
Aug 2026
Added Tokenization to stack
Aug 2026
Added Fine-tuning to stack
Aug 2026
Added CUDA Toolkit to stack
Aug 2026
Added CUDA to stack
Aug 2026
Added React.js to stack
Aug 2026
Jobs
$185k – $260k per year • In office • Full-Time • 5+ years exp • Oakland
Amazon Aurora
PostgreSQL
Redis
AI/ML
Claude
Claude Code
Cursor
AI Agents
CoreWeave
Devin
NIST AI RMF
DevOps
Amazon EKS
ArgoCD
AWS
CI/CD
Cloudflare
Datadog
GCP
GitHub Actions
GitOps
Karpenter
Kubernetes
Platform Engineering
SLI/SLO/SLA
Terraform
GitHub
Cybersecurity
SOC 2
Apply
$250k – $300k per year • Remote/Hybrid • Full-Time • 7+ years exp • Oakland
Apply
$195k – $260k per year • In office • Full-Time • Oakland
JavaScript
Python
TypeScript
Asyncio
AI/ML
LLM
Frontend
Next.js
React.js
DevOps
CI/CD
Kubernetes
GitHub
Management
Linear
Apply
$200k – $260k per year • In office • Full-Time • Oakland
JavaScript
Python
TypeScript
AI Agents
Frontend
GraphQL
Next.js
Tailwind CSS
React.js
DevOps
Kubernetes
GitHub
Apply
$185k – $220k per year • In office • Full-Time • Oakland
Python
CUDA
CUDA Toolkit
Fine-tuning
Tokenization
AI Agents
Apply