Overview
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials

How Formation Bio hires

Truth index
A 88/100
Ghost roles
0%
Stale roles
50%
Reposted roles
0%

Formation Bio scores A on the Alion truth index (A is best, E worst), measured over 14 open roles re-checked against its own hiring board: 0% look like ghost listings, 50% 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

Formation Bio is a tech and AI driven pharmaceutical company focused on more efficient drug development, founded in 2016 as TrialSpark. It acquires drug candidates and takes them through clinical trials using data and AI, and it hires site reliability, software and data engineers and data scientists. The company is headquartered in New York, United States.

Tech stack

Technologies named in job postings at Formation Bio over the last 12 months, by layer, with the share of postings for each.
Technologies in use
36
Postings analysed
13
Stack modernity
76/100AI adopter
Languages
Python62%
SQL23%
Frameworks & libraries
Dagster23%
PyTorch8%
Ray8%
TensorFlow8%
Databases
Snowflake38%
Cloud & platforms
Spark62%
GCP31%
GitHub31%
AWS23%
AI & ML
LLM31%
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Full Formation Bio tech stack 36 technologies · by team · pay by technology · changes · similar stacks

Salary insights

Compensation ranges based on this company's open jobs
Median
$232k
Typical range
$202k – $307k
Open positions
17
17 Jobs
Senior 47.1%
Staff 11.8%
Principal 11.8%
Architect 29.4%
Level Jobs Median Typical range
Senior 8 $232k $232k – $307k
Staff 2 $217k $202k – $232k
Principal 2 $267k $267k
Architect 5 $267k $202k – $307k
Highest paying role Director, Business Development - Search & Evaluation $307k
Normalized to USD per year
All salaries at Formation Bio By role, level and city, against the market · 17 jobs with pay

Growth

Hiring Momentum
32/100
Slowing
Open positions
17
0 opened / 1 closed in 30 days
Median time-to-fill
163 days
faster than 10% of the market
ATS activity
Every ~3 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.
Leadership
40% ▼
Backend
20% ▲
Data Science
10% ▲
DevOps
10% ▲
Finance
10% ▼
HR
10% ▼
Activity Timeline
Added Terragrunt to stack Sep 2026
Added Tool Use to stack Sep 2026
Added Function Calling to stack Sep 2026
Added Embeddings to stack Sep 2026
Added Machine Learning to stack Sep 2026

Offices

Where the company hires and what each office is for
Cities
10
Hiring now
4
Countries
1
Busiest office
New York
Loading the map
Headquarters Builds here Office with open vacancies No open vacancies right now Tap a pin for the office
New York United States
HQ
Boston
17 open roles 10 posted in 90 days 53% engineering 10-50 est. staff $248k Avg Salary
hires for Data Science, Leadership, Backend
seen since Feb 2025 careers board, job postings
Boston United States
Plant / site
Boston
17 open roles 10 posted in 90 days 53% engineering 10-50 est. staff $248k Avg Salary
hires for Data Science, Leadership, Backend
seen since Feb 2025 careers board
San Francisco United States
Plant / site
San Francisco
7 open roles 6 posted in 90 days 71% engineering 10-50 est. staff $242k Avg Salary
hires for Data Science, Backend, Leadership
seen since Mar 2026 careers board
Raleigh United States
1 open roles 100% engineering 1-10 est. staff $232k Avg Salary
hires for Data Science
seen since Mar 2026
Chicago United States
Regional office
Chicago
careers board
Philadelphia United States
Regional office
Philadelphia
careers board
Washington United States
Regional office
Washington, D.C.
careers board
Houston United States
Regional office
Houston
careers board
Austin United States
Regional office
Austin
careers board
Manhattan United States
Regional office
New York
careers board

Jobs

$186k – $232k per year • Hybrid • 5+ years exp • New York • San Francisco • Boston
Python
SQL
Snowflake
AI/ML
Spark
Dagster
dbt
AI Agents
Machine Learning
DevOps
Terraform
OpenTofu
Docker
GitHub
Apply
$186k – $232k per year • Hybrid • 5+ years exp • New York • San Francisco • Boston
Embeddings
Function Calling
AI Agents
Agentic Workflows
Tool Use
Apply
$186k – $232k per year • Hybrid • 5+ years exp • New York • San Francisco • Boston
Python
Snowflake
AI/ML
Spark
AI Agents
DevOps
Terraform
GCP
OpenTofu
Terragrunt
Vercel
Azure
CI/CD
AWS
Docker
Kubernetes
GitHub
Apply
$186k – $232k per year • Hybrid • 7+ years exp • New York • San Francisco • Boston
Python
Snowflake
AI/ML
Spark
AI Agents
LLM Guardrails
Agentic Workflows
DevOps
Terraform
GCP
OpenTofu
Vercel
Azure
CI/CD
AWS
Docker
Kubernetes
GitHub
Apply
$214k – $267k per year • Hybrid • 7+ years exp • New York • San Francisco • Boston
Python
SQL
Snowflake
AI/ML
Spark
Dagster
dbt
AI Agents
DevOps
Terraform
OpenTofu
Docker
GitHub
Apply
$214k – $267k per year • Hybrid • 5+ years exp • Bachelor's Degree • Boston • New York
Apply
$162k – $202k per year • Hybrid • Bachelor's Degree • Boston • New York
GCP
Cybersecurity
CAPA
Apply
$214k – $267k per year • Hybrid • 7+ years exp • New York • San Francisco • Boston
AI Agents
Human-in-the-Loop
LLM Guardrails
Agentic Workflows
DevOps
GCP
Azure
AWS
Apply
$186k – $232k per year • Hybrid • 5+ years exp • New York • San Francisco • Raleigh • Boston
Python
SQL
Snowflake
AI/ML
Spark
Dagster
dbt
LLM
Apply
$178k – $232k per year • Hybrid • 5+ years exp • PhD • Boston • New York
Python
Spark
Multimodal AI
Computer Vision
Transformers
TensorFlow
PyTorch
Ray
Federated Learning
Apply
$178k – $232k per year • Hybrid • 3+ years exp • PhD • New York • Boston
Python
Spark
Multimodal AI
AI Agents
LLM
Edge AI
Machine Learning
Apply
$205k – $267k per year • Hybrid • 5+ years exp • PhD • New York • Boston
Python
Spark
Multimodal AI
Computer Vision
Transformers
TensorFlow
PyTorch
Ray
Federated Learning
Apply