Overview
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials

How Sema4 hires

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

Sema4 scores B on the Alion truth index (A is best, E worst), measured over 4 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

Transform your business with Sema4.ai’s enterprise AI solutions. Automate tasks, boost productivity, and drive smarter decisions with intelligent AI agents.

Technologies

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Tech DNA
Python
SQL
CrewAI
Hadoop
LangChain
AWS
LLM
AI/ML
Python
SQL
AI Agents
LLM
Edge AI
RAG
Hallucination
Human-in-the-Loop
CrewAI
Cursor
Hadoop
LangChain
NLP
Anthropic
Function Calling
GraphRAG
Prompt Caching
Structured Outputs
Tool Use
Machine Learning
AWS
Other
SOC 2
n8n
Stack modernity Modern AI adopter
74/100
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
LLM 4 jobs Required
Python 4 jobs Required
Edge AI 3 jobs Required
RAG 2 jobs Required
SOC 2 1 job Optional
Hallucination 1 job Required
Human-in-the-Loop 1 job Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
AI Agents
16%
AWS
16%
SQL
15%
LLM
13%
RAG
8%
Share of companies in the same industry that use each technology.
Stack changes
Machine Learning Sep 2026
Tool Use Sep 2026
Structured Outputs Sep 2026
Prompt Caching Sep 2026
GraphRAG Sep 2026
Function Calling Sep 2026
Anthropic Sep 2026
SQL Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.

Growth

Hiring Momentum
38/100
Slowing
Open positions
5
0 opened / 0 closed in 30 days
ATS activity
Every ~7 hours
09/23/2026
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.
Product
100%
Activity Timeline
Added Tool Use to stack Sep 2026
Added Structured Outputs to stack Sep 2026
Added Prompt Caching to stack Sep 2026
Added GraphRAG to stack Sep 2026
Added Function Calling to stack Sep 2026
Added Anthropic to stack Sep 2026
Added SQL to stack Sep 2026

Offices

Where the company hires and what each office is for
Cities
1
Hiring now
1
Countries
1
Busiest office
Atlanta
Atlanta United States
Engineering / R&D
5 open roles 1 posted in 90 days 60% engineering
hires for Backend, AI/ML, Leadership
seen since Jan 2026 job postings

Jobs

$129k – $231k per year (Estimated) • Remote/Hybrid • Full-Time • 8+ years exp • Atlanta
AI Agents
LLM
RAG
Hallucination
Human-in-the-Loop
Cybersecurity
SOC 2
Apply
$152k – $285k per year (Estimated) • Remote/Hybrid • Full-Time • 7+ years exp • Atlanta
Python
AI Agents
LLM
Apply
$153k – $287k per year (Estimated) • In office • Full-Time • 7+ years exp • Atlanta
Python
AI Agents
LLM
Edge AI
Apply
$121k – $234k per year (Estimated) • Remote/Hybrid • Full-Time • 4+ years exp • Atlanta
Python
SQL
Cursor
LangChain
Hadoop
AI Agents
NLP
CrewAI
RAG
Edge AI
Machine Learning
DevOps
AWS
Management
n8n
Apply
$142k – $284k per year (Estimated) • In office • Full-Time • 10+ years exp • Atlanta
Python
Function Calling
AI Agents
LLM
Anthropic
GraphRAG
Structured Outputs
Edge AI
Prompt Caching
Tool Use
Apply