Generative Synthetic Biology Engineer
Focus: Protein Diffusion Models, Enzyme Engineering & Computational Genomics
Salary Range
$190,000 - $285,000
Global Demand Growth
+42% YoY
Core Stack
AlphaFold 3, ESM-3, RFdiffusion, PyMOL
Field Sector
Biotech & Molecular AI
Role Overview
Generative Synthetic Biology Engineers utilize transformer language models trained on biological sequence space to invent novel functional proteins, targeted therapeutics, and industrial bio-catalysts from scratch.
- Train genomic diffusion models to generate novel amino acid sequences targeting specific cellular receptors.
- Simulate 3D molecular docking, binding affinity, and structural stability using ESM-3 and AlphaFold frameworks.
- Validate generated bio-molecules in automated wet-lab robotic synthesis platforms.
Core Skills
AlphaFold / ESM Structural AI
Protein Language Models (pLMs)
RFdiffusion Geometric ML
Automated Wet-Lab Protocols
Bio-informatics Data Pipelines