Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials

Overview

Iambic Therapeutics is a clinical-stage biotechnology company headquartered in San Diego, California, that uses physics-informed artificial intelligence and automated chemistry to accelerate small-molecule drug discovery. Founded in 2019 (originally as Entos, Inc.), the firm integrates generative AI models - such as NeuralPLexer for protein-ligand structure prediction and Enchant for multimodal property prediction - with high-throughput laboratory automation to quickly design, synthesize, and evaluate novel therapeutics.

Technologies

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Tech DNA
Python
CUDA
PyTorch
Optuna
AWS
Amazon EKS
GCP
LoRA
PEFT
Claude
AI/ML
Python
Multimodal AI
Kubernetes
Docker
HPC
CUDA Toolkit
Fine-tuning
Weights & Biases
CUDA
PyTorch
Quantization
LoRA
Optuna
Ray
Ray Tune
Reinforcement Learning
RLHF
PEFT
GRPO
Post-training
PPO
SFT
VMWare
AI Agents
Mixture of Experts
AWS
Amazon EKS
Ansible
CI/CD
GitHub Actions
GitLab CI
Jenkins
Shift-Left
Terraform
GCP
GitHub
GitLab
IAM
Synthetic Data
Claude
LLM
Function Calling
Other
Jira
Zendesk
ISO 27001
Shift-Left Security
Least Privilege
ETL/ELT
Stack modernity Cutting-edge AI adopter
80/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python 5 jobs Required
$186k +3% vs market
Multimodal AI 4 jobs Required
$195k -31% vs market
Weights & Biases 3 jobs Required
$186k -11% vs market
CUDA Toolkit 3 jobs Required
$186k -29% vs market
Fine-tuning 3 jobs Required
$186k -19% vs market
Docker 3 jobs Required
$186k +23% vs market
Kubernetes 3 jobs Required
$186k +4% vs market
CUDA 3 jobs Required
$186k -30% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
AWS
16%
CI/CD
15%
Kubernetes
14%
LLM
13%
GCP
12%
Share of companies in the same industry that use each technology.
Stack changes
Mixture of Experts Aug 2026
Least Privilege Aug 2026
IAM Aug 2026
GitLab Aug 2026
GitHub Aug 2026
Function Calling Aug 2026
SFT Aug 2026
PPO Aug 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
$186k
Typical range
$95k – $240k
Open positions
5
5 Jobs
Junior 20%
Middle 20%
Senior 40%
Architect 20%
Level Jobs Median Typical range
Junior 1 $95k $95k
Middle 1 $186k $186k
Senior 2 $188k $172k – $204k
Architect 1 $240k $240k
Highest paying role Associate Director/Director, Alliance Management - AI Discovery $240k
Normalized to USD per year

Growth

Hiring Momentum
68/100
Growing
Open positions
7
2 opened / 8 closed in 30 days
Median time-to-fill
69 days
faster than 23% of the market
ATS activity
Every ~11 hours
Today
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
44%
Data Science
11%
Backend
11%
DevOps
11%
Executive
11%
Support
11%
Activity Timeline
Added PEFT to stack Aug 2026
Added RLHF to stack Aug 2026
Added Reinforcement Learning to stack Aug 2026
Added Ray Tune to stack Aug 2026
Added Ray to stack Aug 2026
Added Optuna to stack Aug 2026
Added LoRA to stack Aug 2026
Added CUDA to stack Aug 2026
Added Zendesk to stack Aug 2026
Added VMWare to stack Aug 2026
Added Jira to stack Aug 2026
Added GCP to stack Aug 2026

Jobs

Machine Learning Scientist – Clinical Prediction

Verified live · 2 hours ago 1 day ago
$148k – $186k per year • In office • Full-Time • 3+ years exp • Master's Degree • Boston
Python
CUDA Toolkit
Fine-tuning
Multimodal AI
Weights & Biases
CUDA
AI Agents
DevOps
Docker
Kubernetes
HPC
Apply
$100k – $209k per year (Estimated) • Remote/Hybrid • Full-Time • PhD
Python
CUDA
CUDA Toolkit
Fine-tuning
LoRA
Multimodal AI
Optuna
PyTorch
Quantization
Ray
Ray Tune
Reinforcement Learning
RLHF
Weights & Biases
PEFT
GRPO
Post-training
PPO
SFT
DevOps
Docker
Kubernetes
HPC
Apply
$128k – $279k per year (Estimated) • Remote/Hybrid • Full-Time • PhD • Boston
Python
CUDA
CUDA Toolkit
Fine-tuning
LoRA
Multimodal AI
Optuna
PyTorch
Quantization
Ray
Ray Tune
Reinforcement Learning
RLHF
Weights & Biases
PEFT
GRPO
Post-training
PPO
SFT
DevOps
Docker
Kubernetes
HPC
Apply

IT Support Specialist

Verified live · 2 hours ago 13 days ago
$75k – $95k per year • In office • Full-Time • 2+ years exp • Bachelor's Degree • San Diego
VMWare
Management
Jira
Marketing
Zendesk
Apply

Research Scientist II/Senior, Computational Chemistry

Verified live · 2 hours ago 17 days ago
$124k – $172k per year • In office • Full-Time • 2+ years exp • PhD • San Diego
Python
Mixture of Experts
Apply

Associate Director/Director, Alliance Management - AI Discovery

Verified live · 2 hours ago 2 months ago
$155k – $240k per year • Remote/Hybrid • Full-Time • 12+ years exp • Bachelor's Degree
Apply

Research Scientist II/Senior, Discovery Machine Learning

Verified live · 2 hours ago 3 months ago
$146k – $204k per year • In office • Full-Time • 3+ years exp • PhD • San Diego
Python
Multimodal AI
Apply