Overview
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials

How Qumis hires

Truth index
B 75/100
Ghost roles
0%
Stale roles
100%
Reposted roles
0%

Qumis scores B on the Alion truth index (A is best, E worst), measured over 5 open roles re-checked against its own hiring board: 0% look like ghost listings, 100% have gone stale and 0% are the same role posted again. It measures how much of what this employer publishes turns into a real, finite search - not the employer as a workplace. How the index is computed

Overview

Qumis is the attorney-built Coverage Intelligence platform for commercial P&C — citation-backed policy analysis, specialist agents for every line, and a defensible trail behind every recommendation.

Technologies

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Tech DNA
Pinecone
Qdrant
Weaviate
ChatGPT
LLM
AI/ML
ChatGPT
Perplexity
Agentic Workflows
Human-in-the-Loop
LLM
NLP
OCR
RAG
Machine Learning
Docker
Pinecone
Qdrant
Weaviate
Stack modernity Cutting-edge AI adopter
82/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
ChatGPT 3 jobs Required
$200k +42% vs market
Perplexity 3 jobs Required
$200k -11% vs market
Weaviate 1 job Required
$250k +35% vs market
Pinecone 1 job Required
$250k +25% vs market
Qdrant 1 job Required
$250k +216% vs market
NLP 1 job Required
$250k +35% vs market
Docker 1 job Required
$250k +48% vs market
LLM 1 job Required
$250k +20% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Docker
10%
LLM
9%
Machine Learning
8%
RAG
6%
ChatGPT
4%
NLP
3%
Share of companies in the same industry that use each technology.
Stack changes
Vector Sep 2026
Machine Learning Sep 2026
Weaviate Sep 2026
Vector Sep 2026
RAG Sep 2026
Qdrant Sep 2026
Pinecone Sep 2026
OCR 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
$200k
Typical range
$175k – $250k
Open positions
5
5 Jobs
Staff 40%
Architect 60%
Level Jobs Median Typical range
Staff 2 $213k $175k – $250k
Architect 3 $200k $200k – $225k
Highest paying role Founding Staff AI Engineer $250k
Normalized to USD per year

Growth

Hiring Momentum
38/100
Slowing
Open positions
5
0 opened / 0 closed in 30 days
ATS activity
Every ~8 hours
Today
Hiring Dynamics 0%
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.
Sales
80%
AI/ML
20%
Activity Timeline
Added Weaviate to stack Sep 2026
Added Vector to stack Sep 2026
Added RAG to stack Sep 2026
Added Qdrant to stack Sep 2026
Added Pinecone to stack Sep 2026
Added OCR to stack Sep 2026
Added NLP to stack Sep 2026

Offices

Where the company hires and what each office is for
Cities
2
Hiring now
2
Countries
1
Busiest office
Chicago
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Headquarters Builds here Office with open vacancies Tap a pin for the office
Chicago United States
HQ
2 open roles 50% engineering $225k Avg Salary
hires for AI/ML, Sales
seen since Aug 2025
New York United States
Sales office
5 open roles 20% engineering $210k Avg Salary
hires for Sales, AI/ML
seen since Aug 2025 job postings

Jobs

$150k – $250k per year • Remote/Hybrid • Full-Time • 10+ years exp • Chicago • New York
Weaviate
Pinecone
Qdrant
AI/ML
NLP
LLM
RAG
OCR
Human-in-the-Loop
Agentic Workflows
Machine Learning
DevOps
Docker
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