Scientist I
Machine Learning
Updated on 4/11/2024
Generate Biomedicines

51-200 employees

Utilizes machine learning for biological engineering to create
Company Overview
Generate:Biomedicines is a unique therapeutics company that combines machine learning, biological engineering, and medicine to create groundbreaking medicines. Their Generate Platform broadens the scope of technical possibilities, altering the traditional methods of medicine production. This intersection of technology and biology positions them as a leader in the industry, offering a competitive edge through their unique approach to creating therapeutics.
AI & Machine Learning
Biotechnology
B2B

Company Stage

Series C

Total Funding

$693M

Founded

2018

Headquarters

Somerville, Massachusetts

Growth & Insights
Headcount

6 month growth

0%

1 year growth

1%

2 year growth

51%
Locations
Cambridge, MA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Python
R
Data Structures & Algorithms
NumPy
CategoriesNew
Bioinformatics
Computational Biology
Biology & Biotech
Requirements
  • PhD in Computational Biology, Computer Science, or a related field
  • 3+ years of experience with developing Machine Learning methods
  • Experience developing, debugging, and applying models using modern deep learning frameworks
  • Proficiency in Python and experience analyzing data with Numpy/Scipy, R, or similar
Responsibilities
  • Develop novel machine learning models and algorithms for data-driven generation of proteins
  • Advance and evaluate the state of the art for machine learning models of protein sequence, structure, and function
  • Work with Protein Sciences and Medicines groups to tailor modeling efforts toward high-impact therapeutic applications
  • Develop production-quality code in a team setting and work with MLOps for deploying and training models at scale
  • Present progress from scientific work in regular research meetings and prepare reports and slide decks for broader internal and external communication