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Overview
Introducing ExtractBench, the most comprehensive document extraction benchmark. Learn More We help developers automate document processing.
News
Markdown Comes to LiteParse
LlamaIndex is a simple, flexible framework for building knowledge assistants using LLMs connected to your enterprise data.
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Report
grep vs. RAG: Choosing the Right Search Strategy for AI Agents
Lexical search with grep is fast and precise, but it breaks down at enterprise scale. Learn when to use grep, semantic search, or a hybrid RAG approach to build AI agents that can search any corpus, in any format, at any size.
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Report
The scaffolding era is over. LlamaIndex says context is the new moat
LlamaIndex CEO Jerry Liu argues the framework era is over: agent loops are now capable enough that context quality is the real competitive edge.
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Report
A 13-month-old LlamaIndex bug re-embeds unchanged content Sebastian Tirelli
A 13-month-old hashing default in LlamaIndex silently re-embeds byte-identical content. The bug fires on half the supported storage backends today; the…
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Report
llamaindex/ParseBench Datasets at Hugging Face
We're on a journey to advance and democratize artificial intelligence through open source and open science.
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Technologies
Tech DNA
Python
LlamaIndex
PyTorch
PostgreSQL
LLM
Claude
AI/ML
Python
LlamaIndex
AI Agents
LLM
RAG
Computer Vision
NLP
OCR
Multimodal AI
Claude
Claude Code
Cursor
Fine-tuning
Post-training
PyTorch
Synthetic Data
vLLM
ArgoCD
CDKTF
CI/CD
GitOps
Grafana
Helm
Kubernetes
New Relic
Prometheus
Terraform
PostgreSQL
Mypy
Pydantic
Other
SOC 2
Stack modernity
84/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
3 jobs
Required
$250k
+39% vs market
LlamaIndex
3 jobs
Required
$250k
+32% vs market
AI Agents
2 jobs
Required
$263k
+18% vs market
LLM
2 jobs
Required
$248k
+24% vs market
RAG
2 jobs
Required
$248k
+31% vs market
Computer Vision
2 jobs
Required
$235k
+15% vs market
NLP
2 jobs
Required
$235k
+33% vs market
OCR
2 jobs
Required
$235k
+87% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
AI Agents
15%
CI/CD
15%
Kubernetes
14%
LLM
14%
PostgreSQL
11%
Share of companies in the same industry that use each technology.
Stack changes
vLLM
Sep 2026
Synthetic Data
Sep 2026
PyTorch
Sep 2026
Pydantic
Sep 2026
Post-training
Sep 2026
Mypy
Sep 2026
Fine-tuning
Sep 2026
Cursor
Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Salary insights
Compensation ranges based on this company's open jobs
Median
$250k
Typical range
$220k – $275k
Open positions
3
2
Jobs
Staff
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Staff | 2 | $263k | $250k – $275k |
Highest paying role
Member of Technical Staff, Infrastructure
$275k
Normalized to USD per year
Growth
Hiring Momentum
58/100
Growing
Open positions
3
0 opened / 0 closed in 30 days
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.
AI/ML
100%
Activity Timeline
Added OCR to stack
Sep 2026
Added NLP to stack
Sep 2026
Added Multimodal AI to stack
Sep 2026
Added Computer Vision to stack
Sep 2026
Added Terraform to stack
Sep 2026
Added SOC 2 to stack
Sep 2026
Added RAG to stack
Sep 2026
Added Python to stack
Sep 2026
Added Prometheus to stack
Sep 2026
Added PostgreSQL to stack
Sep 2026
Added New Relic to stack
Sep 2026
Added LLM to stack
Sep 2026
Jobs
Member of Technical Staff, Infrastructure
26 days ago$200k – $275k per year • Equity • Remote/Hybrid • Full-Time • 8+ years exp • San Francisco
Python
PostgreSQL
AI/ML
AI Agents
LlamaIndex
LLM
RAG
DevOps
ArgoCD
CDKTF
CI/CD
GitOps
Grafana
Helm
Kubernetes
New Relic
Prometheus
Terraform
Cybersecurity
SOC 2
Apply
AI Content Engineer
2 months ago$140k – $220k per year • In office • Full-Time • San Francisco
Python
Computer Vision
LlamaIndex
LLM
Multimodal AI
NLP
OCR
RAG
Apply
Member of Technical Staff, Applied Research
2 months ago$180k – $250k per year • Remote • Full-Time • 3+ years exp • San Francisco
Python
Mypy
Pydantic
AI/ML
AI Agents
Claude
Claude Code
Computer Vision
Cursor
Fine-tuning
LlamaIndex
NLP
OCR
Post-training
PyTorch
Synthetic Data
vLLM
Apply

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