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Artificial Intelligence
Biotechnology
Drug Discovery
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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
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
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 ~14 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
$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
Machine Learning Scientist — Large Multimodal Models (Post-Training)
Verified live · 1 hour ago 4 days ago≈ $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
Machine Learning Scientist — Large Multimodal Models (Post-Training)
Verified live · 1 hour ago 4 days ago≈ $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
$75k – $95k per year • In office • Full-Time • 2+ years exp • Bachelor's Degree • San Diego
VMWare
Management
Jira
Marketing
Zendesk
Apply
$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 · 1 hour ago 2 months ago$155k – $240k per year • Remote/Hybrid • Full-Time • 12+ years exp • Bachelor's Degree
Apply
$146k – $204k per year • In office • Full-Time • 3+ years exp • PhD • San Diego
Python
Multimodal AI
Apply

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